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Introduction {#Sec1} ============ Sensory perception emerges from the confluence of bottom-up and top-down inputs. In olfaction, feedback projections innervate the first brain relay for information processing: the olfactory bulb (OB). The OB receives information from olfactory receptor neurons, each bearing a single odorant receptor but expressing \~1,000 odorant receptors altogether in mice^[@CR1],\ [@CR2]^. All sensory neurons expressing the same receptor converge to \~2 glomeruli within each OB^[@CR3]^, where they synapse onto apical dendrites of OB principal cells (mitral and tufted cells) as well as glomerular layer interneurons, thereby forming a map of receptor identity. A given OB principal cell sends its apical dendrite to a single glomerulus, while the populations of mitral and tufted cells multiplex odor information to a variety of higher brain regions, including the anterior piriform cortex (APC)^[@CR4]--[@CR6]^. The APC is the largest region of primary olfactory cortex. It is thought to be involved in odor identity encoding, and to serve as a location for learning-induced changes in olfaction^[@CR7],\ [@CR8]^. Single piriform neurons receive convergent inputs from multiple glomeruli. At the population level, odor information in the APC is sparse and distributed, and lacks evident topographic organization^[@CR5],\ [@CR6],\ [@CR9]--[@CR13]^. Odor information encoded by assemblies of APC cells is then transmitted to a variety of olfactory regions such as the anterior olfactory nucleus (AON), posterior piriform cortex (PPC), cortical amygdala (CoA), and lateral entorhinal cortex (LEnt). These olfactory cortical areas also project to higher, non-sensory brain regions such as the orbitofrontal cortex (OFC). However, little is known about the organization of APC projection channels. The APC is a paleocortex composed of three layers. From superficial to deep: layer 1 is the input layer, layer 2 contains densely packed principal cells, and layer 3 comprises a combination of principal cells and GABAergic neurons. Deep to layer 3 is the endopiriform cortex (EndoP), mainly populated with multipolar neurons^[@CR14]^. Furthermore, layer 2 can be divided into two sublayers, 2a being roughly the superficial half of layer 2, and 2b the deeper half. Afferent inputs from the OB make synapses mainly with the distal dendrites of layer 2 principal cells. However, the strength and connectivity of these synapses appear to be cell-type specific: the semilunar (SL) cells in L2a receive stronger inputs while the superficial pyramidal (SP) cells in L2b receive weaker sensory inputs^[@CR15],\ [@CR16]^. In addition to these synaptic properties, recent work demonstrated that SL and SP cells exhibit cell-type specific connectivity^[@CR17],\ [@CR18]^. SL cells make synapses onto layer 2b SP cells without forming recurrent synapses on to themselves, while SP cells are recurrently connected^[@CR17]^. Therefore, layer 2 is populated with a mix of principal cells, namely SL and SP cells^[@CR16]^, playing different roles in the synaptic processing of olfactory information^[@CR15]^. Input processing and recurrent connectivity is well described in the APC^[@CR4],\ [@CR8],\ [@CR15],\ [@CR19]^. However, it is unclear which neuron types contribute to the numerous projections out of the APC. Reconstruction studies of individual neurons suggest that APC principal cells project axons to the OB, AON, and to downstream olfactory regions such as the PPC, LEnt, and CoA^[@CR20],\ [@CR21]^. However, it is unclear how prevalent cells projecting both in feedforward and feedback directions are. Recent work^[@CR22],\ [@CR23]^ confirmed original findings from Haberly and Price^[@CR24]^, showing that feedback fibers from the APC to the OB do not originate homogeneously from all layers but appear to come from layers 2b and layer 3. In the present work, we used Retrobeads, viral labeling, as well as mouse genetics to dissect the contribution of APC to upstream or downstream projections, with an emphasis on layer 2 principal neuron populations. We found that layer 2b is the main source of both feedback and feedforward projections, and that a sizeable fraction of neurons send collaterals to both regions. In addition, we found that genetically labeled SL cells projects widely to olfactory areas, but not back to the OB. Results {#Sec2} ======= The distribution of APC cells projecting back to the OB is biased toward layer 2b {#Sec3} --------------------------------------------------------------------------------- To analyze the anatomical distribution of the somata of APC neurons projecting back to the OB, we injected retrograde tracers in the OB of mice (Fig. [1A,B](#Fig1){ref-type="fig"}) and examined the location of back-labeled somata in a series of sagittal sections of the APC **(**Fig. [1C](#Fig1){ref-type="fig"} **)**. We targeted our injections to the granule cell layer of the OB because it has been shown to be the largest recipient of feedback fibers originating from the APC^[@CR25]--[@CR28]^.Figure 1Layer 2b is the main source of feedback from the APC to the OB. (**A**) Schematic representation of injection of the tracer into the OB, and imaging from sagittal sections of the APC. (**B**) Injections were targeted to the granule cell layer of the OB. \*, injection site. Red: retrograde tracer; blue: DAPI. (**C**) Representative sagittal section used for APC imaging. *Left*, DAPI labeling shows the main anatomical landmarks: dense cell layer 2 of the APC; rf: rhinal fissure; OT: olfactory tubercle; Hc: hippocampus; Ctx: neocortex and Str: striatum. *Right*, Retrogradely-labeled cells were found mainly in the APC in those sections. Some labeling was also observed in the MCPO: magnocellular preoptic nucleus and nLOT: nucleus of the lateral olfactory tract. (**D**) Higher magnification image showing retrogradely labeled cells across APC layers. Superficial limit of the layer 2 (border between layers 1 and 2a) is defined with a depth of 0 while a depth of 1 is the deep end of that layer (limit between layers 2b and 3). Red: retrograde tracer. Blue: DAPI. (**E**) Bar graph showing the relative fractions of retrogradely labeled neurons, normalized by the number of DAPI cells in each layer. OB-projecting neurons were heterogeneously distributed across APC layers (p \< 0.0001, total cell count: 546 Retrobeads + , 4474 DAPI + cells, n = 13 sections, 11 mice, Friedman test). Within layer 2, cells were more densely found in layer 2b than in layer 2a (p = 0.005, n = 84 2a cells *vs*. 205 2b cells, Dunn's multiple comparisons post-hoc test). \*\*P \< 0.01. (**F**) Cumulative distribution of the OB-projecting cells within layer 2. On the x-axis, 0 indicates the border between layers 1 and 2a, while 1 is the limit between layers 2b and 3 (see panel D). The light green and red curves show the results from the counting obtained in a single optical section with green and red Retrobeads, respectively. Distributions obtained from green and red Retrobeads were not significantly different (p = 0.47, Kolmogorov-Smirnov test, n = 856 cells, 14 sections, 6 mice for the green Retrobeads, n = 598 cells, 13 sections, 6 mice for the red Retrobeads). The distribution of all the bead-labeled cells (thick red trace) was shifted to deeper part of the layer 2 compared to the distribution of the DAPI + cells (thick blue trace; p \< 0.0001, Kolmogorov-Smirnov test, n = 658 DAPI + cells). We injected either red or green fluorescent Retrobeads (50 nL) into the OB of C57Bl/6 J mice and imaged olfactory cortices 1 to 2 days later. Bead injections in the OB led to labeling profiles comparable to what has previously been described in the literature, notably with ipsilateral labeling of somata in the AON pars principalis, but not in the AON pars externa; and contralateral labeling in AON pars principalis and pars externa, and also labeling of the ipsilateral horizontal limb of the diagonal band of Broca^[@CR27]--[@CR31]^ (Supplementary Fig. [S1](#MOESM1){ref-type="media"}). To examine whether particular neuron types are responsible for sending feedback projections to the OB, we analyzed the distribution of labeled neurons across APC layers (Fig. [1D](#Fig1){ref-type="fig"}). Following OB injections, retrogradely-labeled neurons were uniformly distributed along the medio-lateral (coronal sections) or antero-posterior (sagittal sections) axis of the ipsilateral APC. In contrast, across the different APC layers, we found a heterogeneous distribution of labeled cells, even when corrected for variation in cell densities across layers (p \< 0.0001, Friedman test; Fig. [1E](#Fig1){ref-type="fig"}. See figure legends and Supplementary Table online for the detailed numbers). Since layer 2 can be subdivided into layer 2a (superficial) and 2b (deep) with different neuron types, we compared the relative density of labeled cells in these sublayers. The distribution of OB-projecting neurons was significantly biased toward layer 2b (19.8 ± 2.4% for layer 2a versus 48.6 ± 2.5% for layer 2b, p = 0.005, Dunn's multiple comparisons post-hoc test; Fig. [1E](#Fig1){ref-type="fig"}), similar to results reported by Diodato and colleagues^[@CR22]^, who did not normalize data to account for the variation in cell densities across layers. Interestingly, after normalization for sublayer cell densities, a substantial fraction of cells (33.7 ± 2.1%) was found in a continuum encompassing layer 3 and the endopiriform (endoP; Fig. [1E](#Fig1){ref-type="fig"}). Next, we further examined the distribution of retrogradely-labeled neurons as a function of the depth of layer 2 (0 being the superficial limit and 1 being the deep limit). First, we confirmed that red and green bead labeling led to a similar distribution to the deepest part of layer 2, and therefore data were pooled (p = 0.47, Kolmogorov-Smirnov test; Fig. [1F](#Fig1){ref-type="fig"}). Next, we found that the distribution of retrogradely-labeled neurons was significantly shifted toward the deepest part of layer 2 compared to the distribution of layer 2 cells measured using DAPI staining (p \< 0.0001, Kolmogorov-Smirnov test; Fig. [1F](#Fig1){ref-type="fig"}). However, our observations could have been influenced by the biased uptake of the Retrobeads by certain neuron types. To examine this, we injected adeno-associated viruses (AAVs) into the OB of mice expressing Cre under the CaMKIIa promoter (CaMKIIa-Cre), which is expressed in most excitatory principal neurons in the cortex^[@CR32]^. Indeed, AAVs have recently be shown to possess retrograde-labeling activity, especially when used with transgenic mice expressing Cre recombinase in specific neural populations^[@CR33]^. Our survey of AAV serotypes showed that AAV capsid serotype 8 (AAV2/8-CAG-DIO-EYFP) worked the best to retrogradely label APC somata using this in CaMKIIa-Cre mice (Supplementary Fig. [S2](#MOESM1){ref-type="media"}). Consistent with bead injections, virally-mediated retrograde labeling of APC neurons was heterogeneous across layers (p = 0.0002, Friedman test; Supplementary Fig. [S3A](#MOESM1){ref-type="media"}). Within layer 2, significantly more cells were found in layer 2b than in layer 2a (23.4 ± 4.1% for layer 2a versus 51.4 ± 0.8% for layer 2b, p = 0.018, Dunn's multiple comparisons post-hoc test; Supplementary Fig. [S3A](#MOESM1){ref-type="media"}). Since both Retrobeads and virus injections into the OB labeled mostly L2b cells within L2, we controlled for any biased uptake by these cells by examining recurrent projections within the APC. Toward this aim, we injected Retrobead or AAV into the APC and imaged within the APC. This resulted in same amount of labeling in L2a vs. L2b after normalization for DAPI cell density for both retrograde tracers (virus injection: p = 0.50, Supplementary Fig. [S3B](#MOESM1){ref-type="media"}; Retrobeads injection: p = 0.88, Supplementary Fig. [S4A](#MOESM1){ref-type="media"}, Wilcoxon ranksum matched-pairs tests), showing that the Retrobeads and viruses are equally likely uptaken by L2a and L2b cells. Using both Retrobeads and viral injections to label OB-projecting cells of the APC in a retrograde manner, we showed that the main OB-projecting population is located in layer 2b of the ipsilateral APC. The distribution of APC neurons projecting feedforward axons to the PPC is biased toward layer 2b {#Sec4} ------------------------------------------------------------------------------------------------- We then studied the distribution of the APC neurons projecting to the PPC, a major stream of feedforward information flow. Similar to OB injections, Retrobeads were injected into the PPC of mice and labeled somata were quantified in a series of sagittal APC sections (Fig. [2A--C](#Fig2){ref-type="fig"}). The distribution of PPC-projecting neurons across APC layers, corrected for the variation in cell densities, was also heterogeneous (p = 0.012, Friedman test; Fig. [2D](#Fig2){ref-type="fig"}). Interestingly, the non-normalized distribution was bimodal, with a peak in layer 2 (first peak at 74% relative to depth of L2; 57% of cells) and a smaller peak in the EndoP (second peak at 289% of L2; 26% of cells); substantially fewer cells were to be found in layer 3 compared to other layers (17% of cells; Supplementary Fig. [S4B](#MOESM1){ref-type="media"}). These results corroborate the observations in an early work using horseradish peroxidase staining^[@CR24]^. Within layer 2, the fraction of PPC-projecting cells was not significantly different between layer 2a and 2b after correction for variation in cell densities across layers (34.8 ± 2.1% in layer 2a *vs*. 30.4 ± 3.2% in layer 2b, p = 0.46, Dunn's multiple comparisons post-hoc test; Fig. [2D](#Fig2){ref-type="fig"}). Yet the distribution of the PPC-projecting population was significantly skewed toward the deeper part of layer 2 compared to the distribution of the DAPI cells (p \< 0.0001, Kolmogorov-Smirnov test; Fig. [2E](#Fig2){ref-type="fig"}). Thus, global, layer-wise analysis shows that PPC-projecting cells are equally dense in layer 2a and 2b, while finer, continuous analysis of their location revealed that PPC-projecting cell distribution is skewed toward deeper parts of layer 2 compared to the overall cell distribution. Finally, our experiments suggest that EndoP contains PPC-, but not OB-, projecting neurons, while layer 3 mostly contains OB-, but not PPC-, projecting neurons.Figure 2Projections from the APC to the PPC arise more homogeneously from both layer 2a and 2b. (**A**) Schematic representation of the injection of tracer into the PPC, and imaging from sagittal sections of APC. (**B**) Injections of tracer were targeted to the PPC. \*, injection site. Arrowheads, PPC limits. Hc, hippocampus; Ctx, neocortex. *Inset*, zoom-in view of the injection site. Note the presence of LOT in the APC but not PPC. (**C**) Retrogradely labeled cells were found in APC sagittal sections. For B and C, red: tracer. Blue: DAPI. (**D**) Bar graph showing the relative fractions of retrogradely labeled neurons, normalized by the number of DAPI cells in each layer. PPC-projecting neurons were heterogeneously distributed across APC layers (p = 0.012, n = 581 Retrobeads + cells and 2529 DAPI + cells, 5 sections, 4 mice, Friedman test), with labeled cells mainly located in layer 2a, 2b and in layer 3 + EndoP. No statistical difference was found between layer 2a and 2b when fractions were corrected for variations in cell densities across layers (p = 0.46, n = 155 layer 2a cells and 191 layer 2b cells, Dunn's multiple comparisons post-hoc test). n.s, not significant. (**E**) Within layer 2, projecting neuron distribution was skewed toward deeper part of layer 2 (p \< 0.0001, n = 499 Retrobeads + neurons, n = 658 DAPI^+^ cells, 12 sections, 5 mice, Kolmogorov-Smirnov test). Thin red traces represent the counting for single sections, while the thick red trace shows the distribution of all the counted cells. The thick blue trace is the distribution of the DAPI + cells. OB- and PPC-projecting neurons are overlapping populations in layer 2 of the APC {#Sec5} -------------------------------------------------------------------------------- We observed that the OB- and PPC-projecting populations of the APC share dissimilar distribution patterns across the three layers and EndoP, but might share more similar patterns inside layer 2. We next asked whether the neurons from layer 2 projecting back to the OB and forward to the PPC belong to segregated or the same population of APC projecting cells, such that a single cell projects to both areas. Recent tracing work from Chen *et al*.^[@CR34]^ showed that single APC neurons that project to two distinct areas of the OFC -- namely the agranular insula and lateral OFC -- were spatially segregated within the APC, suggesting a spatial organization of the APC based on its output channels. To address the spatial organization of OB- projecting cells relative to the PPC-projecting population and *vice versa*, we injected green Retrobeads in the OB and red Retrobeads in the PPC in the same mice (Fig. [3A](#Fig3){ref-type="fig"}). First, we did not find significant difference in the distribution patterns of OB-and PPC-retrogradely labeled neurons (p = 0.052, Kolmogorov-Smirnov test; Fig. [3B,C](#Fig3){ref-type="fig"}). Then, of the 783 retrogradely labeled neurons from the OB (green Retrobeads^+^), 91 of them (11.6%) were also projecting to the PPC (dual labeled). Similarly, 91 of the 499 cells projecting to the PPC were found to project to the OB as well (18.2%; Fig. [3B,D,E](#Fig3){ref-type="fig"}). The fact that we found non-zero percentages of dual-labeled cells shows that at least some of them project to both the PPC and OB.Figure 3OB- and PPC-projecting cells are partially overlapping populations. (**A**) Schematic representation of the dual injection strategy. Green Retrobeads were injected into the OB while red Retrobeads were injected into the PPC. Images were taken from the APC. (**B**) Example APC section with OB- (green) and PPC-projecting (red) neuron population, spatially overlapping. Arrowhead: dual-labeled neurons. (**C**) OB- and PPC-projecting neurons share similar distributions within APC layer 2 (p = 0.052, n = 782 and n = 499 OB- and PPC-projecting neurons, respectively, 12 sections, 5 mice, Kolmogorov-Smirnov test). The thin green and red traces represent quantifications from single optical sections. The thick green and red traces are the distribution of all the OB- and PPC-projecting neurons respectively. (**D**) Blow-up of the starred arrows in B., showing 3 dual-labeled neurons in layer 2b. Scale bars: 10 μm. (**E**) Venn diagram representing the counted number of dual-labeled cells (DL) in each population. Several factors may lead to an underestimation of the dual-labeled population. First, within the injection site, Retrobeads labeled only a fraction of neurons that actually project to the injected region. Moreover, dual dye injection might further result in low amount of dually-labeled cells, potentially due to competitive mechanism between dyes^[@CR35]^. To estimate the dual-labeling efficiency, we successively injected identical amounts of green and red Retrobeads into the same site in the OB. Under these conditions, a large majority of labeled cells in the APC was double-labeled (90.5--92.7%; Supplementary Fig. [S5A](#MOESM1){ref-type="media"}), similar to a previous study^[@CR35]^. Thus, the co-labeling efficiency of green and red Retrobeads appears to be high and this factor only contributes weakly to the underestimation of dual-labeled population. Second, with Retrobeads, injections were spatially restricted to several hundred of micrometers in diameter (Figs [1A](#Fig1){ref-type="fig"} and [2A](#Fig2){ref-type="fig"}). Since we do not know the absolute number of APC neurons projecting to the OB or PPC, we cannot estimate the fraction of projecting cells we labeled using our bead injection protocol. Evidence for a certain degree of topography in OB-projection patterns^[@CR23],\ [@CR36]^ suggests that our restricted bead injection limits the number of possible retrogradely labeled neurons to those projecting to the precise injection locus. Notably, Matsutani^[@CR36]^ described patchy, sparse axon terminals in the OB that originate from APC neurons. To appreciate the underestimation caused by restricted bead injection, we injected green and red Retrobeads into different sites within the OB (\~500 µm apart) and observed co-labeling of only a third of the projecting neurons (21.1--34.3%; Supplementary Fig. [S5B](#MOESM1){ref-type="media"}). Therefore, our results suggest that there was limited spread of the Retrobeads and our injection protocol largely underestimates the number of neurons projecting to the OB or the PPC. As a result, the actual dual-labeled population is likely to be much larger than what is estimated here. We conclude from these dual-labeling experiments that a sizeable fraction of layer 2 APC neurons project to both the OB and PPC. Output from layer 2a SL cells is widely distributed in olfactory areas but do not project to the OB {#Sec6} --------------------------------------------------------------------------------------------------- We showed that a small fraction of layer 2a neurons in the APC can project to the OB or PPC (Figs [1C--F](#Fig1){ref-type="fig"} and [2C--E](#Fig2){ref-type="fig"}). Neurons in Layer 2a are mainly composed of SL cells, believed to be specialized in providing feedforward excitation to pyramidal cells of layer 2b and layer 3^[@CR15]--[@CR17]^. However, one study involving single neuron tracing reported that layer 2a cells can extend axons to multiple olfactory regions^[@CR21]^ and a recent work combining genetics and tracing techniques showed that layer 2a cells project to distinct brain regions^[@CR22]^. Therefore, we took advantage of a mouse line in which SL cells specifically express the reporter protein mCitrine and tetracycline activator (tTA) (48L mouse line, mCitrine expressed in 46 ± 2% of L2a Nissl-labeled cells, from ref. [@CR17])^[@CR17],\ [@CR37]^ to investigate the projection pattern of SL cells (Fig. [4A](#Fig4){ref-type="fig"}). Labeled mCitrine^+^ axons were found throughout upstream and downstream olfactory cortical areas including the AON, PPC, and CoA, while very few axons were labeled in the OB (Fig. [4A](#Fig4){ref-type="fig"} **)**, as previously reported for generic layer 2a neurons that were not genetically identified^[@CR21],\ [@CR22]^. To ensure labeled axons were bona-fide projections from SL cells located within the APC, we injected AAVs to express myr-mCherry under TRE promoter, which is activated by tTA expressed in SL cells. A survey of different serotypes of AAVs by injection into the APC showed that AAV2/5 has the highest, while AAV2/8 has the lowest, labeling efficiency for SL cells (Supplementary Fig. [S6A](#MOESM1){ref-type="media"}). Notably, diluted AAV2/1 injections (AAV2/1-TRE::myr-mCherry; Fig. [4B](#Fig4){ref-type="fig"}) in the APC led to sparse dual labeling of a SL cell subpopulation. Individual double-labeled axons projected at least 1 mm away from APC in both the anterior and posterior directions (Fig. [4C](#Fig4){ref-type="fig"}). Furthermore, larger volume injections of AAV2/5 in the same location labeled SL-mCitrine^+^ axons in various olfactory cortical regions including the AON, APC, and CoA (Fig. [4D](#Fig4){ref-type="fig"}), but not in the OB. To directly visualize whether projections of SL cells spare the OB, we injected red Retrobeads in the OB of 48L animals (Fig. [5A](#Fig5){ref-type="fig"}). There was a near absence of co-labeling between the genetic reporter of SL cells mCitrine and the injected Retrobeads (3 dual-labeled cells out of 226 48L- and 225 bead-labeled cells; Fig. [5B--D](#Fig5){ref-type="fig"} **)**. On the other hand, bead injection into the PPC of 48L mouse revealed some dual-labeled cells in L2a (Supplementary Fig. [S6B](#MOESM1){ref-type="media"}). Taken together, our data show that SL cell population extends long-range projections to multiple olfactory cortical areas (such as the AON and the PPC). By contrast, SL cells appear to not send feedback projections to the OB.Figure 4SL cells project widely within the olfactory system as revealed by a transgenic mouse line, 48L. (**A**) tTA constitutionally binds to TRE and drives mCitrine expression in a subset of SL cells (dox off system; *up right*). mCitrine^+^ cells were concentrated in layer 2a of the APC (*bottom right*). In the OB (*left*), some cells were observed in the glomerular and granule cell layers and axons were rarely observed. GL: glomerular layer, EPL: external plexiform layer, MCL: mitral cell layer, IPL: internal plexiform layer, GCL: granule cell layer. (**B**) AAVs expressing mCherry under the control of TRE and tTA were injected in the APC to yield sparse dual-labeling and identification of dual-labeled axons away from the injection site. (**C**) AAV2/1-TRE::myr-mCherry injection in the APC led to sparse dual-labeling of mCitrine^+^ cells (box 2). Dual-labeled axons were found several hundred µm away from the injection site in the same sagittal plane, in the dorsal (box 1) and ventral APC (box 2). n = 2 mice. (**D**) AAV2/5-TRE::myr-mCherry injection in the APC labeled axons several hundred µm away from the injection site, in a parallel plane. Dual-labeled axons were found in the dorsal APC and in the CoA. OT: Olfactory Tubercle. For B and C, red: mCherry. Green: mCitrine. Blue: DAPI. n = 3 mice. Figure 5Genetically labeled SL cells do not send feedback projection to the OB. (**A**) Schematic representation of the injection strategy. Red Retrobeads were injected into the OB of 48L mouse. Images were taken from the APC. (**B**) Red bead injections in the OB of 48L mouse failed to labeled mCitrine^+^ cells, indicating that the genetically tagged subset of SL cells is not projecting back to the OB (3 dually-labeled cells for 225 Retrobeads + cells and 226 mCitrine + cells, 3 sections, 2 mice). Middle and right panels are extracted from different experiments. Stars in right panels indicate Retrobeads^+^ OB-projecting cells. Red: Retrobeads. Green: mCitrine. Blue: DAPI. (**C**) Cumulative distribution of 48L-labeled cells and Retrobead-labeled cells in the APC (n = 225 Retrobeads + cells, 226 mCitrine + cells, 3 sections, 2 mice). (**D**) Venn diagram showing the near-zero overlap of 48L cells and OB-projecting neurons. Discussion {#Sec7} ========== In this study, we injected retrograde tracers and AAVs in the OB and PPC of wild-type and transgenic mice to examine the distribution as well as the projections of principal neurons from the APC. We characterized the laminar distribution of projecting populations and identified a substantial fraction of neurons dually projecting to the OB and the PPC. In addition, we showed that genetically labeled SL cells project to numerous brain regions, but not back to the OB. These findings bring new knowledge about how the APC broadcasts olfactory information to the brain, and future studies using optophysiological methods such as ChR2-assisted circuit mapping will enhance our understanding of whether the circuits highlighted here exhibit particular rules of connectivity. We found that OB-projecting neurons were mostly present in layers 2 and 3 of the APC, while PPC-projecting neurons were found mainly in layer 2 of the APC and in the EndoP. Within layer 2, both OB- and PPC-projecting populations were largely skewed toward layer 2b. Recent work from Diodato and colleagues^[@CR22]^ found a similar distribution of OB-projecting neurons, and also reported a layer 2b-biaised distribution of APC neurons projecting to the medial prefrontal cortex. When the proportion of projecting cells were corrected for variations in cell densities among layers, layer 2b cells were still the prominent source of projections to the OB (Fig. [1E](#Fig1){ref-type="fig"}). This suggests an internal bias toward layer 2b cells for APC feedback projections to the OB. Layer 2 of the APC is composed of superficial layer 2a, mainly populated by SL cells, and deep layer 2b, mainly containing SP cells -- although a continuum exists between the two cell populations^[@CR15]^. SL cells receive strong bottom-up inputs from the OB and form little or no recurrent connections with local excitatory neurons^[@CR15]--[@CR17]^. In contrast, SP cells receive stronger inputs from recurrent axons and project outside the APC^[@CR15],\ [@CR16],\ [@CR38]^. Our data and previous work show that the main projection channel of the APC indeed originates from layer 2b, presumably from SP cells. However, in this study, we also genetically labeled a significant proportion of projecting layer 2a cells that were shown previously to be SL cells based on morphological and electrophysiological characterization^[@CR17]^. Genetic labeling revealed that SL cells do send axonal projections to multiple olfactory regions, which corroborates with a single-cell tracing study examining SL cell projections outside the APC^[@CR21]^. In an earlier work using retrograde tracer injections in the CoA or LEnt, Diodato and coworkers^[@CR22]^ identified layer 2a as the main APC output channels to these brain regions. Therefore, it appears that SL and SP cells of layer 2 constitute two parallel output channels of the APC. It is possible that SL cells send odor information that received little local processing in APC whereas SP cells send more processed signals owing to the extensive recurrent connections. Strikingly, while the genetic labeling of SL cells revealed projections to a variety of brain regions, it failed to reveal significant feedback projections to the OB (Figs [4](#Fig4){ref-type="fig"} and [5](#Fig5){ref-type="fig"}). We did observe very few axons in the OB, but these projections were very sparse and likely originates locally from labeled cells in the OB (juxtaglomerular cells in the glomerular layer or cells in the granule cell layer^[@CR17]^). However, since the 48L mouse line labels approximately half of SL cells in L2a^[@CR17]^, we cannot exclude the possibility that some unlabeled SL cells do project to the OB because \~20% of OB-projecting cells reside in L2a (Fig. [1E](#Fig1){ref-type="fig"}). In addition, injection of a TRE-dependent virus into the APC to express mCherry ensures the neurons and axons labeled in the AON, APC and CoA (Fig. [4](#Fig4){ref-type="fig"}) are genuinely originating from SL cells residing in APC. Here, we propose a circuit model where SL and SP cell projections are organized differently depending on whether these are feedback or feedforward motifs. Since SL cells receive stronger inputs from the OB and are basically not recurrently connected^[@CR39]^, they are the first processing station in the APC. Information is fed forward from SL cells to higher olfactory regions as well as to SP cells within the APC. For feedback information, however, additional processing seems to be required: SL to SP and SP to SP connections will dictate the kind of information sent back to the OB. Since SL cells do not project back to the OB but instead rely on SP cells to relay feedback information, this can form a hierarchical processing circuit. On the other hand, feedforward/recurrent processing can occur in a parallel fashion for SL and SP outputs (Figs [2](#Fig2){ref-type="fig"} and [4](#Fig4){ref-type="fig"}). Although our methods reveal important projection differences between SL and SP cells, they do not provide any information about synaptic connectivity. Further quantitative anatomy and optophysiological mapping of connectivity will provide insights into how these cell types are connected with upstream and downstream regions. Within the APC, OB- and PPC-projecting neurons were found mainly in layer 2. Dual-labeling experiments showed that a sizeable fraction of OB- or PPC-projecting neurons actually project to both areas. Our results of empirical fractions of overlap (11.6 to 18.2%, Fig. [3](#Fig3){ref-type="fig"}) likely represent an underestimate of the actual overlap. This is because although our bead injections generally resulted in high labeling efficiency (colabeling of \~90% when injected into the same site in OB; Fig. [S4](#MOESM1){ref-type="media"}), the fragmented spatial organization of centrifugal fibers rendered it difficult to label a large fraction of axons and neurons. Therefore, it appears that information emerging from these L2b SP cells, and thus similar odor representation, is simultaneously sent back to the OB and forward to the PPC. In contrast, using a similar dual-tracing technique, Chen and colleagues^[@CR34]^ identified distinct OFC-projecting neuronal populations in the APC, although spatially intermingled. Genetic analysis of different projecting populations^[@CR22]^ further shows that neuronal identity (marker expression) is more important than neuronal location in determining which brain regions these axons will target. Additional connectivity studies, which might benefit from tissue clearing techniques, are necessary to gain insight on whether APC outputs are predominantly multiplexed or rather parallelized into distinct channels. We believe that a better understanding on odor coding in the brain requires elucidation of the output organization of the APC. It is likely that the formation of odor percepts involves wide recruitment of multiple brain areas and intricate feedback and feedforward circuits. Methods {#Sec8} ======= Animals {#Sec9} ------- C57Bl/6J, CaMK2a-Cre^[@CR40]^ and 48L mice (labeling SL cells) were used in this study. All experiments were performed in accordance with the guidelines set by the National Institutes of Health and approved by the Institutional Animal Care and Use Committee at Harvard University. Retrograde labeling {#Sec10} ------------------- In this study, non-viral tracers (green and red fluorophore-coated latex Retrobeads; Lumafluor), and viral tracers were used to retrogradely label APC projecting neurons. For OB retrograde labeling (Fig. [1](#Fig1){ref-type="fig"} and Supplementary Fig. [S1](#MOESM1){ref-type="media"}), the viruses used were: AAV2/1-CAG-hChR2(H134R)-mCherry, AAV2/8-CAG-ChR2-GFP, AAV2/9-CAG-ChR2-Venus, AAV2/8-CAG-Flex-EYFP, and AAV2/9-Flex-ChR2-eYFP. All viruses were purchased from the Penn Vector Core. Cre-dependent viruses were used in CaMK2a-Cre mice while and non-Cre dependent viruses were injected in C57BL/6J mice. For APC injections in 48L mice (Fig. [4](#Fig4){ref-type="fig"} and Supplementary Fig. [S4](#MOESM1){ref-type="media"}), we used AAV-TRE::myr-mCherry with capside serotype 2/1 or 2/5. Briefly, adult male mice (1 to 4 months old) were deeply anesthetized with an intraperitoneal injection of ketamine/xylazine mixture (100 mg/kg and 10 mg/kg, respectively) and placed in a stereotaxic apparatus. A small craniotomy was performed above the injection site and labeling solution was injected into the OB, APC or PPC using a glass pipette (Drummond Wiretrol 5-000-1001). The following are the coordinates for injections. OB (from junction of inferior cerebral vein and superior sagittal sinus): AP 1.2 mm, ML 1.1 mm, DV --1 mm; volume injected: 50 nL Retrobeads or 300 nL virus, or otherwise stated in the article. APC (from bregma): ML 2.6--2.8 mm, AP 1.3--1.5 mm, DV --3.5 mm, 50 nL of Retrobeads or 100--300 nL of viral solution. PPC (from bregma): ML 3.4--3.9 mm, AP 0.3--0.7 mm, DV -4.4--4.9 mm from brain surface, 50 nL of Retrobeads. Histology and cell counting {#Sec11} --------------------------- 1 to 4 days after Retrobead injections or two weeks after viral injections, mice were perfused intracardially with 4% v/v paraformaldehyde and brains were post-fixed in the same fixative overnight. 100 µm-thick brain sections were cut with a vibratome (Leica VT1000 S), rinsed in PBS, counterstained with the nuclear dye 4,6-diamidino-2-phenylindole (DAPI) and mounted on slides. Z-stack confocal images were taken with a Zeiss LSM 780 or 880 confocal microscope. The size of pinhole was adjusted to yield optical slice depth of approximately 10 µm to ensure that we do capture single neurons by cross-examining images in a thicker Z-stack. Counting was performed over the full D-V length of the APC, excluding the region below the rhinal fissure and where layer 2a and 2b could not be clearly identified. 2 to 3 sections per animal were taken (sagittal sections, 200--400 μm apart) and fluorescent cells were manually counted with the Fiji plugin "Cell Counter" by Kurt de Vos (University of Sheffield) on single-plane images. For the quantification of bar graphs in Figs [1](#Fig1){ref-type="fig"} and [2](#Fig2){ref-type="fig"}, APC was separated into 4 sublayers manually: layer 1, 2a, 2b and 3/endoP. Since there was not a clear boundary between layer 3 and endoP, we analyzed them as one. For each sublayer, the percentage of labeled cells was defined as the number of labeled cells divided by the number of DAPI + cells in that area. This normalization accounts for variations in cell density in sublayers. Since both labeled cells and DAPI + cells were counted in the same area, this normalization does not depend on area size. Next, the total percentage was calculated by adding up all 4 sublayer percentage values. The fraction of labeled cells reported for each sublayer is the sublayer percentage divided by the total percentage. The sum total of all 4 fractions is 1. This normalization accounts for variations in injection/labeling efficiency. For cumulative plots, the depth of the cells in layer 2 was determined by measuring the distance of a cell to the layer 1/layer 2 border (defined as zero) and reported to the depth of layer 2 in that region (defined as one) using custom MATLAB scripts. DAPI + cells were quantified on the binarized image in the middle of the Z-stack. The mean of DAPI + cells across experiments was used for normalization in bar graphs. Statistics {#Sec12} ---------- All results are given as mean ± standard error of the mean (SEM). All statistical tests were performed using commercial analysis software (Graphpad Prism) or custom script in MATLAB with a 5% significance level (see Supplementary Table online). Electronic supplementary material ================================= {#Sec13} Supplementary information **Electronic supplementary material** **Supplementary information** accompanies this paper at doi:10.1038/s41598-017-08331-0 **Publisher\'s note:** Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This study was supported by NIH grants DC011291 and NS039059 (V.N.M.) and a Brain & Behavior Research Foundation NARSAD Young Investigator Award (C.G.L.). C.M. and J.G. were supported by a fellowship from the Ecole Normale Supérieure de Cachan. V.N.M. and C.G.L. supervised the project. C.M., J.G. and C.G.L. performed experiments, analyzed data, and prepared figures. Y.S. generated the 48 L mouse line and TRE-dependent AAVs for labeling SL cells. All authors wrote, reviewed, and edited the manuscript. V.N.M. provided research funding. Competing Interests {#FPar1} =================== The authors declare that they have no competing interests.
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Mzilikazi "The Path of blood or the Great Road" the first King of the Matebele (Ndebele tribe) was the son of Matshobana, son of Mangete, son of Ngululu, son of Langa, son of Zimangele; all descendants of the Khumalo Dynasty. Mzilikazi was born of Nompethu "The maggot" the daughter of Chief Zwide of the Ndwandwe people (tribe). Matshobana was the chief of the Northern Khumalo. The territory of the Northern Khumalo was located near the Black Mfolozi River, squeezed between the lands of two strong rival groups: the expanding Mthethwa chiefdom of Dingiswayo and the land of the equally ambitious and much more ferocious Zwide of the Ndwandwe. Mzilikazi's boyhood was spent in the household of his grandfather Zwide. Inevitably, as he grew to manhood he observed the less powerful Khumalo being drawn into the conflict between Dingiswayo and Zwide. After the murder of Matshobana, Mzilikazi inherited the chieftainship, and had to live at King Shaka's Bulawayo. Before Tshaka's reign there was Zwide's Ndwandwe tribe reigning. Trouble started for Mzilikazi for when he suspected that Zwide, who had had his father Matshobana assassinated, wanted him killed. In preparation, he had an alliance with Tshaka, which allowed him to be a leader of one of his regiments. With nothing more than five hundred men and women, Mzilikazi departed from King Tshaka's Zululand, by this time Mzilikazi was already had three sons, but none of these could be the heir to the throne. In accordance with Ndebele customs, successors to the throne could not come from children the Mzilikazi bore before he was King. Thus Nkulumane was the heir. Meanwhile on learning of Mzilikazi exodus, King Tshaka sent two army contingents to stop him. King Tshaka's army contingents failed to stop Mzilikazi, about 1821 Mzilikazi and his fledgling kingdom crossed the Drakensburg mountains. Over a prolonged period of time, the wandering Matebele Kingdom moved in a meandering northward direction. Eventually crossing the Limpopo river and settling his kingdom in the Matebeleland region of Zimbabwe. Mzilikazi established his first royal town, called Mhlahlandlela just outside present day Pretoria (South Africa), in the late 1820s. After facing a series attacks, he moved with his kingdom, further northward. Mzilikazi's last royal town was in Matebeleland Zimbabwe, he also called it Mhlahlandlela. Mzilikazi's Matebele were a predatory people, and established themselves in their new environment by subjugating the original inhabitants until they were firmly entrenched as rulers of the territory between the Limpopo and Zambezi rivers. Their impis foraged far and wide across the land, looting cattle and capturing women and children. By the time Mzilikazi left King Tshaka's Zululand he realized that he had a small contingent of followers, insufficient to establish a powerful kingdom that would last. The era in which Mzilikazi lived demanded a kingdom be large so that it can have enough men to withstand attacks and thus offer defense to its citizens. He had to increase the population of kingdom, this had military defensive and economic implications. Mzilikazi used his skillful aptitude for warfare, learnt under Tshaka, to carryout raids on neighboring and remote tribes Mzilikazi raids basically initially had these major objectives, cattle and captives for integration in the Matebele kingdom. Captives were vitally to the growth of the Matebele kingdom, female captives of childbearing age contributed children, who if they were male would add to the army. Male captives were recruited into the army. Children captives were ideal, as they would grow up culturally aligned to the Matebele way of life. On September 28 1868, King Mzilikazi of the Ndebele state died. After prolonged ritual ceremonies befitting a King's funeral, the burial process started on the 2nd of November, and he was buried on the 4th of November 1868 when his remains were put in a cave at Entumbane, on the northern peripheries of the Matopo Hills. He was the father and first King of the Matebele Kingdom.
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Every year millions of small weights are attached to tires by automotive technicians balancing them. Tire balance, also referred to as tire unbalance or imbalance, describes the distribution of mass within an automobile tire and/or the wheel to which it is attached. When the tire rotates, asymmetries of mass cause the wheel to wobble. This wobbling can give rise to ride disturbances, usually vertical and lateral vibrations. It can also result in a wobbling of the steering. The ride disturbance due to unbalance usually increases with speed. Vehicle suspensions can be excited by tire unbalance forces when the speed of the wheel reaches a point that its rotating frequency equals the suspension's resonant frequency. Tires are inspected in factories and repair shops by two methods: static balancers and dynamic balancers. Tires with high unbalance forces are downgraded or rejected. When tires are fitted to wheels at the point of sale, they are measured again, and wheel weights, also known as correction weights, are applied to counteract the combined effect of the tire and wheel unbalance. Automotive technicians reduce the wobble to an acceptable level when balancing the wheel by adding small wheel weights to the inner and outer wheel rims. A wheel weight is installed by the use of a wheel weight and/or clip that secures the wheel weight to the edge of the wheel. A common garage tool, like a hammer, is typically used to hammer the wheel weight and/or clip down onto the wheel. To remove the wheel weight and/or clip another common garage tool, similar to a pair of pliers or a screw driver, are typically used to grasp and pinch or pry the wheel weight and/or clip to remove the wheel weight. Traditionally, wheel weights have been made of lead. However, to reduce environmental concerns, steel and zinc weights are being used more frequently. These steel and zinc weights are coated or non-coated. The coated weights have a coating on them which have been discovered to chip or scratch during the installation or removal of the wheel weight by standard wheel weight tools. In addition to the problem with the wheel weight chipping or scratching during installation and removal, the actual wheels themselves (or coatings on the wheels) have been discovered to chip and or scratch around its edges during installation or removal of the wheel weight with standard wheel weight tools. As should be understood these chipped and/or scratched portions of the wheel and/or wheel weights are undesirable for vehicle owners. It is thus highly desirable to create a wheel weight tool for installing and/or removing wheel weights that may be easier to use than common garage tools and may reduce or prevent chips and/or scratches on the wheel weight and/or wheel itself. The instant invention is designed to address the above mentioned problems.
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Maria Montessori referred to this time in a child’s life as the “Age of Imagination.” She observed that during this stage children are asking the big questions such as “Who am I?” “What role do I play in my world?” Lower Elementary (grades 1-3) Dr. Montessori realized that children were able to use their imaginations to move from concrete to abstract thinking. They can use their imaginations to make connections with history, science, math, literature and the world. The interrelated curriculum at this level is based on Montessori’s Cosmic Curriculum. The Great Lessons, the main component of the Cosmic Curriculum, appeal to the student’s sense of wonder and love of storytelling. The student’s ability to reason makes Lower Elementary the place where children master fundamental skills and core knowledge. It is here that they learn how to learn. Students are guided to become more independent in self-direction, more responsible and intrinsically motivated. The class is multi-age, which not only provides motivation and leadership opportunities, it is perfect for the social beings they are becoming complete with a place to practice the social and moral justice in which they are so interested. This environment coupled with an individualized education plan for each student, individualized lesson that all contain a visual, auditory and kinesthetic components, low student to teacher ratios (less than 12:1), amazing Montessori materials and highly-trained staff make Harbor Montessori an excellent choice for your child. LEARN …how to resolve conflict, how to plan their own work schedule and how to become role models for the younger students at the school.
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Laser diodes present low impedance, of the order of a few ohms, whereas the external electrical feed lines used for conveying an electrical signal to a laser diode are generally of higher impedance, typically 50 ohms. In order to limit reflection losses on transmission of the signal from the external electrical feed line to the laser diode due to said different impedance values, it is necessary to match the impedance of the laser diode and of the external electrical feed line. Conventionally, such impedance matching has been performed by means of a connection device comprising a resistor deposited as a thin film on a substrate that also has the laser diode deposited thereon, said resistor being electrically connected in series between one of the conductors of the external electrical feed line and one of the electrodes of the laser diode. A bias T is also usually provided comprising a decoupling capacitor and an inductor for feeding the laser diode with bias current. The substrate, the resistor, the laser diode, and the bias T are usually mounted in a metal box that provides screening, that is provided with an external connector for connection to the external electrical feed line, and that is provided with a passage for receiving an optical fiber that is optically coupled to the laser diode. The box provided with the above-specified elements is called a "laser head". Nevertheless, a laser diode of that type does not provide full satisfaction since the resistor deposited as a thin film presents parasitic capacitance and inductance that distort the signal conveyed by the external electrical feed line, particularly when said signal is a binary signal at a very high data rate, typically greater than 10 Gbits/s. In addition, since the resistor is deposited on the substrate, it prevents distributed feedback (DFB) or distributed Bragg reflector (DBR) type laser diodes being mounted on the substrate since they are particularly sensitive to temperature, so local heating of the substrate due to electricity being dissipated in the thin film resistor would cause the operation of the laser to be unstable. Proposals have been made to mitigate those drawbacks by progressively changing the shape of the external electrical feed line so as to achieve continuous variation of impedance therealong until it matches the impedance of the laser diode. However, although such a solution eliminates problems of substrate heating, it gives rise to considerable radiation losses and it presents a narrow passband that is ill-suited to the frequency ranges covered by binary signals at high data rates.
3.078125
3
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Light emitting devices, such as light emitting diodes or laser diodes, which use group III-V or II-VI compound semiconductors, are capable of emitting visible and ultraviolet light of various colors such as red, green, and blue owing to development of device materials and thin film growth techniques. These light emitting devices are also capable of emitting white light with high luminous efficacy through use of a fluorescent substance or color combination and have several advantages of low power consumption, semi-permanent lifespan, fast response speed, safety, and environmental friendliness as compared to conventional light sources such as, for example, fluorescent lamps and incandescent lamps. Accordingly, fields of application sectors of the light emitting devices are expanded up to transmission modules of optical communication means, light emitting diode backlights to replace cold cathode fluorescence Lamps (CCFLs) which serve as backlights of liquid crystal display (LCD) apparatuses, white light emitting diode lighting apparatus to replace fluorescent lamps or incandescent lamps, vehicular headlamps, and traffic lights. Recently, a high-voltage light emitting device to which a plurality of light emitting cells is applied is implemented owing to expansion of the fields of application. FIG. 1 is a view illustrating a structure of a conventional horizontal high-voltage light emitting device. According to the conventional light emitting device in FIG. 1, a plurality of light emitting cells 20 may be disposed on a substrate 10. Each light emitting cell 20 includes a first conductive type semiconductor layer 21, an active layer 22, and a second conductive type semiconductor layer 23. A first electrode layer 30 electrically connected to the first conductive type semiconductor layer 21, a second electrode layer 40 disposed on the second conductive type semiconductor layer 23, and a passivation layer 50 protecting the light emitting cells 20 while electrically separating the first electrode layer 30 from the second electrode layer 40 are provided. However, in the case of the conventional horizontal light emitting device for the high voltage as illustrated in FIG. 1, a sapphire (Al2O3) substrate having a thickness of about 100 μm is used such that it is not easy to radiate heat generated when emitting light. Thereby, characteristics of the device are deteriorated. A flip-chip type light emitting device is used as one of the methods for solving the problem of heat radiation. In the case of the flip-chip type light emitting device, a reflective layer is disposed on the second electrode layer in the structure of the light emitting cell to change a photon path, thereby improving luminance efficiency. However, the emitted light totally reflected by the substrate is absorbed into the light emitting cell, or light extraction is not performed at a space between the light cells such that the amount of light emission extracted upwards is smaller than the amount of light emission generated at the active layer, thereby lowering luminance efficiency. FIG. 2 is a view showing phenomenon of radiation of the flip-chip type light emitting device.
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Sunday, November 25, 2012 Creating pointers to functions in C If you have used a programming language that has first-class functions, that is, supports assigning functions to variables and passing them to other functions, like Python or JavaScript, you may wonder why such flexibility does not exist in C. It is actually possible, and easy, to implement this in C. In this post, we shall go through the process of creating pointers to functions. The first thing to do is to note the function signature, i.e. the function's arguments and return type, who's pointer we want to create. In this example, we want to create a pointer to a function that accepts two integers and returns an integer. int fptr(int x, int y); The construct begins like a declaration of the actual function. The next step is to wrap the function name with a pointer syntax. int (*fptr)(int x, int y); At this point, fptr can act like a pointer to a function, and will accept a function assigned to it. We probably want to create a type so that we can create several pointers to functions. We therefore prepend typedef to the declaration. typedef int (*fptr)(int x, int y); fptr will now act like a type for pointers to functions that accept two integers and return an integer. Declaring a pointer to such a function is now a straight forward affair. fptr f1, f2; The following program listing demonstrates how pointers to two different functions with the same function signature can be created, and how they are invoked within a program.
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Q: What does the html 'typeof' attribute do? I recently came across a question on SO in which typeof="foaf:person" was used as an attribute for an element. I Googled for it but this was the only relevant result. This fiddle too uses the typeof attribute. Would some one please explain me how and why this attribute is used? A: It's not a HTML attribute, it's RDF, an unrelated markup language, that happens to be usable as part of HTML or XHTML. It's used to specify more metadata to your data. One of the namespaces of RDF is FOAF (that's your foaf:person), described here - http://xmlns.com/foaf/spec/. It's part of the "semantic web movement", which basically tries to include semantic information about the web data (the same way HTML5 added eg. the article tag). So by tagging eg. a span with your attribute, you're saying that the content of that span should be interpreted as a person, and by adding more attributes, you can tell that something is that person's name, or homepage etc. This allows for easy understanding of data, especially for machines, and removes some of the ambiguity. A: The wiki has an answer to it: typeof – optional attribute that specifies the RDF type(s) of the subject or the partner resource (the resource that the metadata is about). A: In practical use, the typeof attribute is used in modern Content Management Systems to label content in a way decoupled from the implementation of the CMS backend. Loosely, "typeof" informs you of the type of a contenteditable object, "about" gives a unique identifier for that object, and "property" targets a specific feature of the object; in CMSs this can indicate a triple of (table / row / column), and can be mapped to (page / parent DOM object / specific child object). As a concrete example, a page full of the recently popular "cards" UI would have a specific URI for the table where the cards came from, which also serves as an identifier that "these are card, load the card editing scripts"; each card would have its own "about" URI; each field that's editable has its own "property" to tell the editing script what kind of tools should be used to edit it (is it an image? rich text? etc.) as well as the target column (title, header, image, body, etc.). This gives UIs and backends a common vocabulary for targeting RESTful objects. By giving type information to objects, editing tools are enabled without having to know more than that about the objects being edited; By giving "about" URIs, the REST endpoint managers at both ends can do CRUD on the objects without having to be tightly coupled to the editor. There are many, many other ways that this information can be used, but this is one prevalent use of the "RDFa-light" attributes that has seen real-world application.
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New York, NY--April 15, 2015--A research team led by Shree K. Nayar, T.C. Chang Professor of Computer Science at Columbia Engineering, has invented a prototype video camera that is the first to be fully self-powered--it can produce an image each second, indefinitely, of a well-lit indoor scene. They designed a pixel that can not only measure incident light but also convert the incident light into electric power. The team is presenting its work at the International Conference on Computational Photography at Rice University in Houston, April 24 to 26. "We are in the middle of a digital imaging revolution," says Nayar, who directs the Computer Vision Laboratory at Columbia Engineering. He notes that in the last year alone, approximately two billion cameras of various types were sold worldwide. "I think we have just seen the tip of the iceberg. Digital imaging is expected to enable many emerging fields including wearable devices, sensor networks, smart environments, personalized medicine, and the Internet of Things. A camera that can function as an untethered device forever--without any external power supply--would be incredibly useful." A leading researcher in computational imaging, Nayar realized that although digital cameras and solar panels have different purposes - one measures light while the other converts light to power - both are constructed from essentially the same components. At the heart of any digital camera is an image sensor, a chip with millions of pixels. The key enabling device in a pixel is the photodiode, which produces an electric current when exposed to light. This mechanism enables each pixel to measure the intensity of light falling on it. The same photodiode is also used in solar panels to convert incident light to electric power. The photodiode in a camera pixel is used in the photoconductive mode, while in a solar cell it is used in the photovoltaic model. Nayar, working with research engineer Daniel Sims BS'14 and consultant Mikhail Fridberg of ADSP Consulting, used off-the-shelf components to fabricate an image sensor with 30x40 pixels. In his prototype camera, which is housed in a 3D printed body, each pixel's photodiode is always operated in the photovoltaic mode. The pixel design is very simple, and uses just two transistors. During each image capture cycle, the pixels are used first to record and read out the image and then to harvest energy and charge the sensor's power supply--the image sensor continuously toggles between image capture and power harvesting modes. When the camera is not used to capture images, it can be used to generate power for other devices, such as a phone or a watch. Nayar notes that the image sensor could use a rechargeable battery and charge it via its harvesting capability: "But we took an extreme approach to demonstrate that the sensor is indeed truly self-powered and used just a capacitor to store the harvested energy." "A few different designs for image sensors that can harvest energy have been proposed in the past. However, our prototype is the first demonstration of a fully self-powered video camera," he continues. "And, even though we've used off-the-shelf components to demonstrate our design, our sensor architecture easily lends itself to a compact solid-state imaging chip. We believe our results are a significant step forward in developing an entirely new generation of cameras that can function for a very long duration--ideally, forever--without being externally powered." ### The research was funded by Office of Naval Research.
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Battle of the Nile (47 BC) The Battle of the Nile in 47 BC saw the combined Roman–Egyptian armies of Julius Caesar and Cleopatra VII defeat those of the rival Queen Arsinoe IV and King Ptolemy XIII and secure the throne of Egypt. Prelude After pursuing his rival Pompey to Egypt, Caesar, recently victorious in a civil war closer to home, became entwined in the Alexandrine civil war after his rival, Pompey Magnus, was killed by King Ptolemy XIII in an attempt to please Caesar. From September 48 BC until January 47 BC, Caesar was besieged in Alexandria, Egypt with about 4,000 men. He was attempting to resolve the Egyptian Civil War between Ptolemy XIII and his sister Cleopatra. When Caesar began to appear to favor Cleopatra over him, Ptolemy was first captured, but then released by Caesar, and gathered his army to besiege the Romans in a small area of Alexandria. By January, the Egyptians had begun to get the upper hand in their efforts to cut the Romans off from reinforcements and resupply. Caesar had requested reinforcements from his ally, Mithridates of Pergamum, who marched overland from Asia Minor to assist him. Arriving in the Nile delta in January, Mithridates defeated an Egyptian force sent to stop him. Caesar, getting a message that his allies were close, left a small garrison in Alexandria and hurried to meet them. The combined force, about 20,000 strong, met the Egyptians in February 47 BC at the Battle of the Nile. The Egyptian army, equipped in the Greek manner, was probably about the same size. Battle Caesar, knowing of the strong Egyptian position, opened the battle by having Roman-led legions destroy a Ptolemaic fort to try to lure the Egyptians off the hill. However, when the Egyptians stayed in their positions, the Roman army then engaged the Egyptian forces at the hill, resulting in fierce fighting between the two forces. Several Roman cohorts then tried to flank the Egyptians, only to suffer heavy casualties after the Egyptians pinned down the flanking force and fired at them with missile fire from the Egyptians ships. Eventually, a gap was exposed in the main Egyptian line which a Roman contingent managed to exploit and attack the Egyptians from the rear, causing the Egyptian army to panic and flee from the battlefield. Among the retreat included Ptolemy, who reputedly drowned when his ship capsized. Egypt was now in the hands of Caesar, who then lifted the Siege of Alexandria and placed Cleopatra on the throne with another of her brothers, Ptolemy XIV. He then uncharacteristically lingered in Egypt until April, enjoying a liaison with the youthful queen. References Sources Brice, Lee L. (2014). Warfare in the Roman Republic: From the Etruscan Wars to the Battle of Actium. Santa Barbara: ABC-CLIO. . Cary, M. & H. H. Scullard (1980) [1976]. A History of Rome. London: MacMillan. . Fischer-Bovet, Christelle (2014). Army and Society in Ptolemaic Egypt. Cambridge University Press. . Grainger, John D. (2013). Egypt and Judaea. Pen and Sword. . Smith, William (1867). "Achillas". Dictionary of Greek and Roman Biography and Mythology. Tomo I. Boston: Brown. Sorokin, Pitirim Aleksandrovich (1962). Social and Cultural Dynamics: FLuctuation of social relationships, war, and revolution. New York: Bedminster Press. Tucker, Spencer C. (2009). A Global Chronology of Conflict: From the Ancient World to the Modern Middle East. Santa Barbara: ABC-CLIO. . Yalichev, Serge (1997). Mercenaries of the ancient world. Hippocrene Books. . Nile 47 BC Category:40s BC conflicts Category:1st century BC in Egypt Nile 47 BC Category:Cleopatra Category:Battles of Julius Caesar
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Methods for eavesdropping and tracking mobile phones and other mobile devices are known in the art. For example, eavesdropping devices, which force a mobile phone to transmit the International Mobile Subscriber Identifier (IMSI), are sometimes referred to as “IMSI catchers.” Examples of IMSI catching techniques are described, for example, by Strobel in “IMSI Catcher,” Jul. 13, 2007, by Asokan et al., in “Man-in-the-Middle Attacks in Tunneled Authentication protocols,” the 2003 Security Protocols Workshop, Cambridge, UK, Apr. 2-4, 2003, and by Meyer and Wetzel in “On the Impact of GSM Encryption and Man-in-the-Middle Attacks on the Security of Interoperating GSM/UMTS Networks,” proceedings of the 15th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Barcelona, Spain, Sep. 5-8, 2004, pages 2876-2883, which are all incorporated herein by reference. The communication between GSM mobile terminals and base transceiver stations (BTS) is encrypted using GSM encryption algorithms (A5/1, A5/2), which are described, for example, in “Instant Ciphertext-only Cryptanalysis of GSM Encrypted Communications,” Advances in Cryptology, Proceedings of Crypto 2003, Lecture Notes in Computer Science 2729, Springer-Verlag, 2003, pages 600-616, which is incorporated herein by reference. Recently, tools for creating IMSI catchers and deciphering these encryption algorithms were made public, for example within the open source projects of Open Source Mobile Communication Base Band (OsmocomBB), or Open Source GSM Baseband project. As a result, criminals and hackers can now overcome this encryption protection using commercially available hardware, in combination with rogue base stations, to create complete eavesdropping solutions and spoof innocent subscriber identities for their own purposes. The Open Source Mobile Communication Base Band (OsmocomBB), or Open Source GSM Baseband project, supports free software that can be uploaded to a mobile phone. The program configures a cellular phone to detect and report to the subscriber when the phone is being tracked by an IMSI catcher.
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Many fields of science require the monitoring of analyte concentrations in fluids. In an example of insulin-treated diabetes, afflicted persons must frequently monitor their blood glucose levels in order to appropriately ascertain the dose of insulin. Without an accurate measurement, insulin dosing would be dangerous. Multiple devices have been devised for the measurement of analytes in fluid. Devices such as electrochemical sensors utilize electrodes coated with polymer membranes. The functions of such sensors can be manipulated depending on which materials are used and in what quantities so that necessary reactions are controlled. Depending on the reaction near the electrodes, changes in current can be measured and thus correlated to the analyte of interest. The measurement of glucose in human blood makes use of electrochemical sensors. Sensors of this design measure blood glucose from samples drawn from a patient. In the case of diabetic patients, these samplings often occur several times per day. The sampling process, which equates to a finger prick, can be uncomfortable as well as difficult. Since blood sampling requires specially designed equipment, diabetic patients must have them readily available and thus carry their supplies with them at all times. Due to this cumbersome process, some patients fail to sample their blood as often as they should. Fortunately, an implantable glucose sensor would solve the problem of infrequent blood samplings. Current implantable sensor designs have many problems that must be addressed before such a device can come to market. Constant subcutaneous or vascular access must be attained for a sensor to constantly measure glucose levels. Due to discomfort and the possibility of infection, wires protruding from the skin are undesirable. A completely implantable sensor that communicates with an external receiver through wireless transmission would solve this problem. Unfortunately, an implantable sensor could result in internal trauma if the sensor is especially large or inappropriately shaped. Also, a patient's body could interpret an implanted sensor as a foreign object and attempt to either destroy or isolate it. If either of these actions were successful, the analytes of interest could not be monitored. Sadly, all attempts thus far have failed in the long-term due to these issues.
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On this day in 1977, the worst air disaster in aviation history* took place at Tenerife in the Canary Islands. The appropriately named Tenerife Airport Disaster occurred when two Boeing 747 passenger jets–then the largest airliner in the world–collided with each other on a runway at Los Rodeos Airport. 583 people were killed and only 61 survived. The sequence of events which led to the accident demonstrate how a catastrophe can occur when a seemingly unrelated set of decisions come together at the worst possible time. The accident and the subsequent investigation fundamentally changed how airline crew and air traffic control (or ATC) communicate and how airline cockpit crews interact with each other. In the early afternoon of March 27, Pan Am Flight 1736 and KLM Flight 4805 were both making a normal landing approach to Gran Canaraia Airport on the island of Gran Canaria. At 1:15pm local time, a bomb planted by local insurgent group Fuerzas Armadas Guanches exploded in a flower shop in the terminal of Gran Canaria airport, injuring one person. An anonymous phone call had warned of the first bomb before it went off and subsequently another anonymous caller warned that a second bomb was planted at the airport and would explode soon as well. Airport and municipal officials immediately decided to close the airport and reroute all incoming flights. Both Pan Am 1736 and KLM 4805 were waived off from their approaches to Gran Canaria and ordered to land, along with five other large airliners, at the nearby Los Rodeos Airport. Los Rodeos was, at the time, a much smaller regional airport that was unaccustomed with and unprepared to handle large airliners, let alone several of them landing in order. There was a limited airport apron to park all of the airliners, including the two massive Boeings, which could not be parked near the terminal. Instead, the ATC ordered both onto the taxiway that ran parallel to the airport’s single runway. This prevented any other aircraft from using the taxiway, instead the two 747s would have to taxi along the edge of the main runway and take off first, thus allowing the smaller airliners parked on the apron to use the taxiway for their own takeoffs. After a short delay at Los Rodeos, officials at Gran Canaria reported that the airport was swept and no further bombs discovered; flights were cleared to begin landing at Gran Canaria again. Pan Am 1736 reported to ATC that they were immediately ready for takeoff, but they were hemmed in by KLM 4805 and a refueling truck. The captain of KLM, who was the airline’s chief flight instructor at the time, had decided to refuel while on the ground in Tenerife, a process which took 35 minutes. After KLM 4805 was refueled and all of its passengers re-boarded–except for one tour guide who lived on Tenerife and decided not to take the next leg to Gran Canaraia–ATC ordered them to taxi down the main runway and then position itself for takeoff. Pan Am 1736 was to follow and then exit the runway at the third exit to the left in order to allow KLM 4805 to takeoff. While both planes taxied, an immensely dense fog swept over the airport. ATC lost visual contact with both aircraft and, having no ground radar to track them electronically, was forced to reply on radio calls from each cockpit in order to plot where they were on the runway. Once positioned at the end of the runway KLM 4805 was to ready for takeoff but, following standard procedure, waited for official clearance from ATC. In a confused exchange which followed the Dutch captain throttled up his four engines in preparation for takeoff while the co-pilot radioed their readiness to ATC. In response ATC issued instructions for the route KLM 4805 was to take in order to reach Gran Canaria but this instruction included the word “takeoff” which the Dutch crew interpreted as clearance to throttle down the runway. Meanwhile, Pam Am 1736 reported to ATC that they would radio when they were clear of the runway. Neither KLM 4805, Pan Am 1736, nor ATC were in visual contact with one another due to the fog. But upon hearing Pan Am’s communication which indicated that they had not cleared the runway yet, the KLM crew, which was already moving down the runway at full throttle, became immediately concerned. The co-pilot of Pan Am 1736 spotted KLM 4805′s landing lights breaking through the fog as it roared down the runway. The pilot immediately throttled up his engines and tried to steer into the grassy area next to the runway while the KLM pilot, realizing his mistake, attempted a premature rotation in order to clear the Pan Am aircraft. The actions of both pilots were of no avail and KLM 4805 suffered a severe tailstrike which dragged it along the runway for 72 feet where it collided with Pan Am 1736. The engines, lower fuselage, and main landing gear of the KLM airliner collided with the upper right fuselage of Pan Am 1736 at 140 knots, ripping both aircraft apart before the KLM plane slung directly into the ground where it exploded into a fireball. All 234 passengers and 14 crew of KLM 4805 perished in the accident along with 326 passengers and 9 crew on Pan Am 1736. 62 passengers and 7 crew, including all 3 cockpit crew on Pan Am 1736 survived. Passengers on the left side of the aircraft, which was not struck, were able to simply walk out onto the wing of the crippled airplane and then onto the ground where they awaited rescuers. Since the accident, communications between airliner crews and ATC have been more thoroughly standardized and airlines have trained their crews to communicate more clearly with one another; e.g., ATC’s no longer use the word “Takeoff” unless a takeoff is specifically cleared or cancelled. The installation of ground radar at all major airports has also become standard. Los Rodeos Airport would remain closed until April 3 after all of the wreckage was finally cleared by the Spanish Army. *The four airplanes involved in the September 11, 2001 attacks constitute the worst disaster in aviation history if you count those killed on the ground. The Tenerife Airport Disaster’s fatalities were solely from the two aircraft involved.
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1. Context {#sec80504} ========== Bacterial pathogens and their toxins cause illnesses, which spread throughout the population. Some bacteria are producing enterotoxins such as cholera toxin, the heat-labile or heat-stable enterotoxins produced by *Escherichia coli*. Others produce cytotoxins like shiga toxins produced by *Shigella*, which damage cells. Both of them can cause diarrheal diseases ([@A17473R1], [@A17473R2]). When pathogenic bacteria overcome host microbiome of normal flora, diarrhea develops ([@A17473R3]). In 1980s, the main mortality rate of diarrhea was approximately 4.6 million per year, but it has decreased to 1.6-2.1 million since then. Most of these deaths occur in infants and young children under the age of 5 years in developing countries. Diarrhea has a lot of symptoms such as nausea, vomiting, fever, and abdominal pain. Important risk factors of diarrhea consist of age, gastric acidity, antibiotics, immunosuppression, and poor sanitation ([@A17473R4]). One kind of this syndrome is travelers\' diarrhea (TD) that is the most common cause of disability among international travelers to developing countries. Nowadays, infectious diarrhea has become one of the main health problems worldwide. 2. Evidence Acquisition {#sec80505} ======================= A rapid detection method, including identification of the pathogens in population is critical in the disease control ([@A17473R5]). The major causes of TD are *E. coli*, *Shigella* spp., *Campylobacter* spp., *Salmonella* spp., *Aeromonas* spp., *Plesiomonas* spp., and non-cholera *Vibrio*s. Since 1970s, enterotoxigenic *E. coli* (ETEC) has been the most important pathogen responsible for TD ([@A17473R6]). Novel and important objectives in identification of the enteric bacteria are development of efficient, rapid, and simple methods to detect microorganisms ([@A17473R7], [@A17473R8]). We could classify rapid methods into modified conventional methods, biosensors, immunological methods, and nucleic acid based assays, which are being described in this article. 3. Results {#sec80533} ========== 3.1. Conventional Detection Methods {#sec80507} ----------------------------------- In these methods, detection of bacteria and viruses mainly depends on the culture of the food sample (using microbiological media), biochemical identification of bacterial genera, or cell culture techniques ([@A17473R9]). These methods are sensitive and inexpensive, but they are both time- and material-consuming due to its initial enrichment (a minimum of 5-7 days are required to identify an isolated colony), which typically occur in a few samples. It can delay the proper diagnosis and treatment regime, resulting in longer hospital stays ([@A17473R10]). Culture is named to describe the biological amplification of viable and cultivatable bacteria with manufactured growth media. Isolation of the specific bacterial species from a mixed culture, without pre-enrichment is difficult. Therefore, it is possible to use a magnetic separation assay by a magnetic separator ([@A17473R11]). To improve conventional methods and reduce the costs, we used several modification in the preparation of samples, plating, and missing counting to provide faster and easier methods. ### 3.1.1. The Analytical Profile Index {#sec80506} The analytical Profile Index (API) system is a version of conventional method that is developed for quick identification of the Enterobacteriaceae family members and other Gram-negative bacteria. This system consists of a plastic strip with 20 small reaction tubes, containing the separated compartments. The API test system is manufactured by bioMerieux Corp., Marcy Etoile, France. This assay is considered the "Gold standard" with an overall sensitivity of 79%. In this technique, a reaction occurs within 24 hours. This system is very useful for identifying pathogenic *Yersinia* isolates and has the highest sensitivity both at the genus and at the species level ([@A17473R12]). 3.2. Immunological-Based Methods {#sec80508} -------------------------------- Immunodetection has become a broadly used method for enteric bacteria because it permits for sensitive and specific detection. Immunological assay based on antibodies is a technology employed for the detection of bacterial cells, spores, viruses and toxins ([@A17473R13]). Methods based on antigen--antibody interaction are used for the dedication of food-borne pathogens. Polyclonal and monoclonal antibodies are used in these methods. Although, the immunological detection methods are not as specific and sensitive as nucleic acid-based detection, they are faster, more powerful and have the ability to detect both contaminating organisms and their toxins that may not be expressed in the organism\'s genome. In this section, we will describe some of these methods ([@A17473R13]). 3.3. Enzyme-Linked Immunosorbent Assay {#sec80513} -------------------------------------- This method is only based on immunological technique and belongs to heterogeneous assays. Enzyme-linked immunosorbent assay (ELISA) binds the specificity of antibodies and the sensitivity of simple enzyme assays by using antibodies or antigens attached with an easily assayed enzyme. ELISA is an assay similar to radioimmunoassay (RIA), but using an enzyme attached with an antigen or an antibody rather than a radioactive isotope. There are several kinds of this assay such as direct ELISA, indirect ELISA, and sandwich ELISA ([@A17473R14]). ### 3.3.1. Indirect Enzyme-Linked Immunosorbent Assay {#sec80509} In this type, the target antigen is coated in a solid phase in an ELISA plate. When serum samples are added, specific antibodies will bind the coated antigen. The ELISA plates are washed to delete unbound antibodies. Anti-immunoglobulin antisera conjugated with a peroxidase enzyme are then added. When the substrate buffer is added, in positive cases the color of the substrate buffer will change. The color is measured at a defined wavelength using a spectrophotometer, which is proportional to the level of antibodies present in the sample ([@A17473R14]). ### 3.3.2. Competitive Enzyme-Linked Immunosorbent Assay {#sec80510} The cELISA (Competitive ELISA) can be used to detect and quantify antibody or antigen using of a competitive method. The cELISA for detection of specific antibodies has largely replaced the iELISA in large-scale screening and serosurveillance. The cELISA offers significant advantages over an iELISA, as samples from many species may be tested without the need for species-specific enzyme-labeled conjugates. Many antigens are extremely difficult or time-consuming to purify. When used in an indirect assay, they can produce high background values because of their nonspecific binding. However, relatively crude antigens may be used in the cELISA, provided that the 'detecting antibody' has the desired specificity. The principle of a competitive assay (for the antibodies detection) is competition between the test serum and the detecting antibody. Specific binding of the detecting antibody is detected by using an appropriate anti-species conjugate. Reduction in the obtained expected color is caused by binding of the antibodies in the test serum with the antigen, which prevents binding of the specific detecting antibody ([Figure 1](#fig15617){ref-type="fig"}) ([@A17473R14]). ![Enzyme-Linked Immunosorbent Assay\ (A) Typical ELISA assay; (B) Sandwich ELISA assay.](jjm-08-02-17473-g001){#fig15617} ### 3.3.3. Immunofluorescence Assay {#sec80511} In this way, antibodies are labeled with a fluorescent reporter molecule whose name is fluorescein isothiocyanate (FITC). This fluorescent antibody is used to directly detect bacteria in clinical specimens and applied for rapid detection of bacteria in foods ([@A17473R15], [@A17473R16]). It is to be noted that polyclonal antibodies used in the procedure lack specificity and need a well-trained microbiologist to do the test. The combination of the fluorescent antibody with DEFT were used to detect *E. coli*: O157:H7 in milk and apple juice ([@A17473R16]).This assay had the sensitivity of about 10^3^ cell/mL. ### 3.3.4. Immunomagnetic Separation {#sec80512} This method, immunomagnetic separation (IMS), utilizes paramagnetic beads (about 2-3 μm in size, about 106-108/mL), which are surface activated and can be coated with antibody by incubating in the refrigerator for varying periods of time. The unattached antibody is taken away by washing. Then, the coated beads are added to a semi-liquid mixture of food that contains antigen (toxin or whole cells in Gram-negative bacteria), thoroughly mixed, and allowed to incubate for a few minutes to several hours (for reaction of antigen with antibody-coated beads). Hence, we use this assay for isolation of biological targets from samples. It has been successful in many fields, including molecular biology, immunology, and microbiology. Cells, nucleic acids, proteins or other biomolecules can be used as magnetic targets. This method reduces time and is useful for a large number of samples ([@A17473R17], [@A17473R18]). 3.4. Molecular-Based Methods {#sec80517} ---------------------------- ### 3.4.1. Polymerase Chain Reaction {#sec80514} Polymerase chain reaction (PCR) was invented in 1980. This assay can detect a single copy of a target DNA sequence, and amplifies a desired region of genome into billions of copies among a complex mixture of heterogeneous sequences ([@A17473R19]). PCR is used for the detection of the pathogenic microorganisms in food (by utilizing nucleic acid for detection). This assay has advantages over culture and other methods (for the detection of microbial pathogens) such as specificity, sensitivity, rapidity, accuracy, and capacity to detect small amounts of target nucleic acid in a sample ([@A17473R18], [@A17473R20]). PCR based methods are used for the detection of a broad range of pathogens like *Staphylococcus aureus* ([@A17473R21]), *Listeria monocytogenes* ([@A17473R22]), *Salmonella* spp.([@A17473R23], [@A17473R24]), *Bacillus cereus* ([@A17473R24]), *Campylobacter jejuni* ([@A17473R25]). The different forms of PCR based on their methods are real-time PCR ([@A17473R25]-[@A17473R28]), multiplex PCR, and reverse transcriptase PCR (RT-PCR) ([@A17473R23]). RT-PCR is also found as multiplex RT-PCR ([@A17473R29]-[@A17473R31]) and real-time RT-PCR ([@A17473R29], [@A17473R32]-[@A17473R34]). ### 3.4.2. Real-Time PCR (Kinetic PCR or Quantitative real Time PCR) {#sec80515} In spite of the development of alternative amplification technologies, PCR stays the most used method in the research, detection, and diagnosis of pathogens. One kind of PCR method is Real-time PCR. This method provides an opportunity for rapid detection of pathogens in food ([@A17473R35]-[@A17473R38]). Real-time PCR combines PCR chemistry with fluorescent probe detection of the amplified product. This method is simpler to carry out compared to conventional PCR method and its test result comes much sooner too ([@A17473R39], [@A17473R40]). Two kinds of chemical agents are available for real-time PCR products: fluorescent probes that bind specifically to definite DNA sequences and fluorescent dyes that intercalate into any dsDNA ([@A17473R41]). The simplest and most cost-effective methods employed are sequence independent DNA-binding dyes such as SYBR Green I and SYBR Gold, which bound to dsDNA ([@A17473R42]). Therefore, sensitivity and specificity, low contamination risk, ease of performance, and speed, have made real-time PCR assay an appealing alternative to conventional culture-based or immunoassay-based testing methods ([@A17473R39]). TaqMan PCR (Fluorescent probe based real-time PCR) amplify target nucleic acid sequences from selected microbes in the samples collected from complex biological environments ([@A17473R39], [@A17473R42]). ### 3.4.3. Multiplex PCR {#sec80516} This method (simultaneous amplification of multiple gene targets ) has been designed to use two or more primer pairs directed at pathogen-specific unique sequences within a single reaction and allows the simultaneous amplification of more than one target sequence by using multiple sets of oligonucleotides to amplify two or more targets of interest ([@A17473R43]). This method is applied for the simultaneous detection of several foodborne pathogens. For example, simultaneous detection of *E. coli* O157:H7, *Salmonella*spp. and *S. aureus*. Advantages of multiplex PCR include multiple targets that are amplified significantly without extra time, cost, or sample volume; however, there have been reports that multiplexing can reduce sensitivity compared with single reactions, (because of competition). The disadvantage of multiplex PCR is the competition between oligonucleotide pairs that can reduce PCR sensitivity ([@A17473R44]). 3.5. Microarrays {#sec80518} ---------------- Microarray is used as large scale screening systems for simultaneous identification and is very powerful tool with greater capacity (100--1000x) compared to other molecular methods (i.e. real-time PCR) that can only analyze a small number of targets. This assay is also being used for simultaneous diagnosis and detection ([@A17473R45]). A simple microarray includes a solid surface (such as a nylon membrane, glass slide, or silicon chips) onto that is attached small quantities of ssDNA from different known bacterial species. When ssDNA from many unknown species is exposed to these array (DNA chip), strains will bind to their individual sites on the chip. 3.6. Detection Based on Fluorescent In Situ Hybridization Assay {#sec80519} --------------------------------------------------------------- Fluorescent in situ hybridization (FISH) is a molecular technique, which is sensitive, rapid, and useful for many phylogenetic, ecologic, diagnostic, and environmental studies in all fields of microbiology. In this method, a specific oligonucleotide probe is labeled with a fluorochrome for simultaneous identification of the pathogens by fluorescent microscopy. FISH has some advantages over conventional cultural methods, including avoidance of inhibitory substances; identification of viable but non-cultivable cells (VBNC); rapid availability of quantitative results; simultaneous identification of different species in the same sample; relatively low cost; and easy to do. PCR is more sensitive than FISH but sensitivity of FISH detection could be increased considerably after an enrichment step. This technique is applied in food samples for the detection of foodborne pathogens such as *Staphylococcus* spp., *E. coli*, *Salmonella* spp., *Campylobacter* spp, *L. monocytogenes* ([@A17473R46]). 3.7. Detection Based on Loop-Mediated Isothermal Amplification (LAMP) Assay {#sec80520} --------------------------------------------------------------------------- Traditional methods for diagnosis of the disease are carried out by culturing bacteria on agar plates followed by its phenotypic and serological properties or histological examination ([@A17473R47]). These techniques have some disadvantages such as need for previous isolation of the pathogen and insufficient sensitivity to detect low levels of pathogen ([@A17473R48]). Molecular techniques like polymerase chain reaction (PCR) can be used to solve those problems and increase the sensitivity and specificity of the pathogen detection ([@A17473R49]-[@A17473R51]). Although PCR techniques are very sensitive, need for a high-precision thermal cycler has prevented these powerful methods from being widely used in the field or by private clinics as a routine diagnostic tool. Alternate isothermal nucleic acid amplification methods such as nucleic acid-based amplification (NASBA), and loop-mediated isothermal amplification (LAMP), which require only a simple heating device, have been developed for rapid and sensitive detection of target nucleic acid ([@A17473R52]-[@A17473R54]). The LAMP method can produce a tremendous amount of DNA with a few copies in less than an hour with only one type of enzyme and 4--6 different specific primers without special reagents required. One advantage of LAMP over PCR is prevention of contamination, which can occur in PCR because all steps from amplification to detection are conducted within one reaction tube under isothermal conditions. Therefore, the LAMP assay is easy and requires only a water bath or heating block to provide a constant temperature as the amplification proceeds under isothermal conditions. 3.8. Detection Based on Metagenomics Assay {#sec80521} ------------------------------------------ Metagenomics is based on a culture-independent study on microbial populations (microbiome) by analyzing the sample's nucleotide sequence content ([@A17473R55]). This method amplifies and sequences the whole DNA and RNA content of a given sample, by extensive filtering of the obtained data using specific software solutions. This method is useful for random detection of existing or new pathogens. In this method, the ratio of the number of target to total amplified sequences ([@A17473R56]), sample selection (amount of pathogens in the targeted sample), time consuming data acquisition, and data analysis time are important factors. Two limitations are currently of major concern: as the method relies on finding similarities with known pathogens, there is no solution for definition of unmatched sequences; and second, software solutions that may facilitate the interpretation of the results. To minimize these disadvantages, three solutions are currently considered, the increased pathogen load (target samples with high probability of pathogen multiplication), reducing the resulting data sets by limiting the number of targeted pathogens, and excluding the host reference sequences from data analysis and optimizing bioinformatics for "profession related" application. 3.9. Detection Based on Pulsed Field Gel Electrophoresis {#sec80522} -------------------------------------------------------- Pulsed field gel electrophoresis (PFGE) is useful and a gold standard for detection of food-borne zoonotic bacteria that the most important of them are *S. enterica*, *Campylobacter* spp., *E .coli*, *Shigella* spp., *Vibrio cholera*, and *L. monocytogenes* ([@A17473R57], [@A17473R58]). This technique is based on molecular assays, culture, and isolation of the bacterial strain from the food product. By this method, we can validate a full genome; however, genes with small size such as plasmids are not visible on PFGE. Therefore microbiological culture and isolation is needed for detection before the PFGE assay ([@A17473R59]). 3.10. Sensor-Based Pathogen Detection Systems {#sec80531} --------------------------------------------- ### 3.10.1. Biosensor {#sec80523} Biosensor technology is an analytical device converting a biological response into an electrical signal. This technology is the fastest growing method for pathogen detection compared to PCR, immunology, culture methods, and gel electrophoresis. It includes a bioreceptor element such as, a microorganism, tissue, cell, enzyme, antibody, nucleic acid, biomimic, and bacteriophage (phage), which recognizes the target analyte and a transducer base on optical, acoustical, and electrochemical signal detection, for converting the recognition event into a measurable electrical signal. ### 3.10.2. Phage-Based Pathogen Detection Systems {#sec80524} Bacteriophage is a kind of virus that infects specific strains of bacteria. Enzymes, antibodies, nucleic acids, and biomimetic materials are used as bimolecular agent detectors, which have both advantages and disadvantages. Bacteriophages are biorecognition elements for the detection of different pathogenic microorganisms. Bacteriophages (phages) are viruses that attach to specific receptors on the bacterial outside and inject their genetic material inside the bacteria. These articles have a size of 20-200 nm. They recognize the bacterial receptors by means of its tail spike proteins (e.g., the tail-spike protein of *Salmonella* phage P22). This recognition is highly specific. Therefore, it can be used for the typing of the bacteria and development of specific pathogen detection technologies ([@A17473R18], [@A17473R60], [@A17473R61]). The recognition of antigens on the surface of bacteria by using specific antibodies is an important subject. This approach does not need any time-consuming initial preparation of the sample; nevertheless, antibodies have problems, including their costly and cumbersome preparation. Their limited shelf life is also important in their performance. Therefore, it was demonstrated that antibodies can be substituted with bacteriophages in the bacteria detection. Phages have several advantages in this assay such as long shelf-life, stability, and easy to isolation ([@A17473R62], [@A17473R63]). The bacteriophages are used in the ELISA-based assays for detection of bacterial strains. With this assay, specific strains of *S.* *enterica* and *E. coli* could be detected. The sensitivity of the assay was about 10^5^ bacterial cells/well (10^6^/mL), which is comparable with other ELISA tests detecting intact bacterial cells without an enrichment step. The specificity of the assay depends on the kind of bacteriophage used. Bacteriophages are abundant in their environment and their preparation is simple, rapid, cheap, and easy ([@A17473R63]). ### 3.10.3. Surface Plasmon Resonance {#sec80525} A common method, which uses reflectance spectroscopy for the pathogen detection is Surface Plasmon Resonance (SPR). Application of ELISA is rapid for screening of the samples. This assay has many advantages such as selectivity, sensitivity, easy to perform, and simultaneous detection. This method can be joined to other methods such as SPR. A biosensor is an analytical tool composed of an immobilized biological ligand that 'feels' the analyte, and a physical transducer, which translates this phenomenon into an electronic signal. This assay uses reflectance spectroscopy for the pathogen detection and can detect small changes. One kind of this method is SPR-based biosensors that is used for the detection of food-borne pathogens such as *L.* *monocytogenes*, *Salmonella* spp., *E. coli* O157:H7, and *C. jejuni*. It demonstrated the use of multi-channel SPR biosensor for the simultaneous detection of multiple target analytes from complex mixtures ([@A17473R64]-[@A17473R66]). This assay can identify concentrations in the picomolar range. Biosensors in SPR are a thin metal film between two transparent media of different refractive index, for example a glass prism and sample solution. It is one of the methods that can be used for quick toxin detection. SPR allows to study interactions in real time without labeling. It has high sensitivity (the picomolar range) and a thin metal film is utilized in SPR (gold is more suitable). One molecule binds to the other one, then attached to the surface thin metal film of the gold and changes the refractive index of solutions and finally the angle of the minimum reflected intensity shifts. SPR can directly determine the bacterial and plant toxins that have large molecular weight. In comparing ELISA to SPR, it was observed that ELISA is more sensitive than SPR, but the sample treatment with ELISA lasted six hours, while with SPR the treatment duration was only 20 minutes ([Table 1](#tbl20458){ref-type="table"}). ###### Bacterial Toxin Detection in Milk, Seawater Sample ([@A17473R67]) Toxin MW (Da) Type of Detection Detection Limit ------------------- --------- ------------------- ----------------- **Enterotoxin B** 28,400 direct 1.96 ng/mL **Enterotoxin B** 28,400 direct not determined **Enterotoxin B** 28,400 direct 10 ng/mL **Enterotoxin B** 28,400 direct 10 ng/mL **β-toxin** 35,000 direct not determined **Tetanus toxin** 150,000 direct 0.028 Lf/mL ### 3.10.4. Detection Based on an Electrochemical Biosensor {#sec80526} This assay is a rapid and novel electrochemical biosensor method. In this method, polypropylene microfiber membranes are coated with a conductive polypyrrole and antibody is functionalized for the biological capture and detection of enteric bacterium. The glutaraldehyde chemical can be used for attaching to conductive microfiber membranes, till a pathogen specific antibody are covalently bound to conductive microfiber membranes and then bovine serum albumin solution is used for blocking them. In this assay, use of biosensor antibodies is useful because the benefits of the antibody-antigen reaction include high binding efficiency and specificity for detection. Advantages of antibodies have made them, especially marketable for use in food materials. Then, the membranes are exposed to pathogen cells and are washed in Butterfield's phosphate buffer and added to a phosphate-buffer electrolyte solution. With the captured pathogen on the fiber surface, the resistance in the electro-textile electrode surface increases, which converts the biological recognition event into a measurable electrical signal, indicating a positive result. This method is generally less expensive than optical detection methods and is easier to use with turbid samples ([@A17473R68]). ### 3.10.5. Detection Based on Evanescent Wave Fiber-Optic Biosensors {#sec80527} The development of biosensors has greatly improved the sensitivity, selectivity, and speed of the microbial pathogen and biological toxin detection. Biosensors are detection devices that use living organisms or biological molecules such as antibodies, nucleic acids, or enzymes, to recognize and bind target analytes in the sample matrix. After binding, the presence of the target analyte is detected by electrical signal, a colorimetric or fluorescent indicator reaction, or some other recognition response. Because the detection of microbial pathogens and biological toxins in food, water, and human specimens are difficult, this assay relies on immunological reactions for their capture or detection. It can identify such target analytes in minutes rather than days and directly from complex matrix samples using antibody-based assays, thus significantly improves the detection sensitivity, selectivity, and speed. In addition, live organism targets can be recovered from fiber-optic waveguides to determine microorganism viability, confirm their identification, and preserve as evidence. This technology has the potential of rapid detection of microorganisms, toxins, and other analytes. Evanescent wave fiber-optic biosensors are biosensors that utilize evanescent wave detection techniques. Electro-magnetic waves propagate within an optical fiber by total internal reflection at the exposed surface. This process induces an evanescent electromagnetic field in any surrounding dielectric media, which decays exponentially with distance from the surface. When fluorescent probes are used with this system, bounded fluorophore molecules immediately adjacent to the fiber surface are strongly excited, and some of the fluorescent signals are coupled back into the optical fiber ([@A17473R69], [@A17473R70]). The remaining fluorescent signals are scattered and absorbed before it can be passed through the sample. Unbound fluorophores further from the fiber surface encounter lower field strength and are not effectively excited, thereby providing considerable protection from bulk sample fluorescence. Microorganisms and toxins such as *Yersinia pestis* ([@A17473R69]), *E. coli* lipopolysaccharide endotoxin ([@A17473R70]), pseudexin toxin ([@A17473R71]), *Clostridium botulinum* toxin A ([@A17473R72]), Staphylococcal enterotoxin B ([@A17473R73]), ricin ([@A17473R74]), *Bacillus anthracis*, *Francisella tularensis*, *Escherichia coli* O157:H7, *S. typhimurium* ([@A17473R75]), have been successfully detected with evanescent wave fiber-optic biosensors (see [Table 2](#tbl20459){ref-type="table"}). ###### Examples of Analytes Detected by Evanescent Wave Fiber-Optic biosensors ([@A17473R76]) Target Detection limit ------------------------------------------------------------- ----------------- ***Bacillusanthracis,*** **colony-forming units/mL** 10^5^ ***Francisella tularensis,*** **colony-forming units/mL** 10^5^ ***Salmonella typhimurium,*** **colony-forming units/mL** 10^5^ ***Escherichia coli*** **O157:H7, colony-forming units/mL** 10^5^ ***Yersiniapestis*** **F1 antigen, ng/mL** 50 **Staphylococcal enterotoxin B, pg/mL** 10 **Cholera toxin, ng/mL** 100 ***E. coli*** **lipopolysaccharide endotoxin, 10 ng/mL** **Ricin, ng/mL** 50 ### 3.10.6. Detection Based on Rapid Bioluminescent Methods {#sec80528} These techniques are divided into two classes: 1. methods based on bioluminescent adenosine triphosphate (ATP) assay 2. methods based on bacterial bioluminescence. These methods are useful in the food industry and give their results in the shortest time. ### 3.10.7. Bioluminescent Adenosine Triphosphate (ATP) Assay {#sec80529} Intracellular ATP is needed for all living cells. They utilize ATP for many mechanisms during all phases of the growth. ATP is destroyed within a few minutes, therefore it can be used for detection of the microbial biomass. A rapid ATP assay based on the firefly (*Photuris pyralis*) was developed as a replacement for the conventional plate count methods in microbiological analysis of food. Firefly (*P. pyralis*) luciferase produces light with ATP and luciferin (LH2) according to this reaction: LH~2~ + ATP + O~2~ Mg++ P + AMP + PPi + CO~2~ + hν. The sensitivity of commercially available manual or automated luminometers is less than 0.1 pg (around 100 bacterial cells) ([@A17473R77]). This technique can be used for milk and milk products, meat and meat products, carbonated beverages and fruit juices. ### 3.10.8. Bacterial Bioluminescence {#sec80530} *Vibrio*, *Photobacterium*, *Alteromonas*, and *Xenorhabdus*, are the major genera of bioluminescent bacteria (those capable of emitting light). In these bacteria, the bioluminescent reaction carried out by the enzyme luciferase. This process involves the oxidation of a long-chain aldehyde and reduction of riboflavin phosphate (FMNH2), which results in the emission of blue green light. FMNH~2~ + O~2~ + RCOH luciferase FMN + RCOOH + H~2~O + light (490 nm). These properties can be used in the food industry, including the detection of specific bacterial pathogens and indicator microorganisms, spore forming organisms, lactic acid bacteria, monitoring starter culture integrity, biocide and virucide, and recovery of sublethally-injured cells. Determination of ATP by firefly luciferase is a rapid technique and is useful to detect and enumerate cells, but this assay is unable to identify bacteria. We can transfer *lux* genes from luminescent bacteria into specific bacteria by their bacteriophages and observe the light emissions and detect strains such as *S. typhimurium*, *Campylobacter* spp, and *L. monocytogenes*. The sensitivity of this method is as few as 100 cells (100 per mL). It can be used to determine Gram-positive organisms. If spores of *Bacillus* spp. receive *lux* gene, light emission is observed after germination and growth phase, which is detectable by monitoring light emission ([@A17473R78]). 3.11. Partial List of Commercially-Available Rapid Detection Kits {#sec80532} ----------------------------------------------------------------- The following text and tables list many of the commercially available rapid detection kites; they are classified by the principles underlying the procedure used ([Tables 3](#tbl20460){ref-type="table"}, [4](#tbl20461){ref-type="table"}, [5](#tbl20462){ref-type="table"}). ###### Partial list of Commercially-Available, Nucleic acid-Based Assays Used in the Detection of Food-borne Bacterial Pathogens ([@A17473R79], [@A17473R80]) ^[a](#fn18099){ref-type="table-fn"}^ Organism Trade Name Assay Format Manufacturer ------------------------------ --------------------------------------------------------------- ------------------------ ---------------------------------------- ***Campylobacter*** GENE-TRAK probe Neogen ***Escherichia coli*** GENE-TRAK probe Neogen ***E. coli*** **O157:H7** Probelia PCR BioControl ***Listeria*** BAX; GENE-TRAK^[b](#fn18100){ref-type="table-fn"}^; AccuProbe PCR; Probe; probe Qualicon NeogenGEN-PROBE ***Salmonella*** GENE-TRAK BAX; Probelia; BIND Probe; PCR; PCR; phage Neogen; Qualicon BioControl BioControl ***Yersiniaenterocolitica*** GENE-TRAK Probe Neogen ^a^Abbreviations: PCR, polymerase chain reaction; BIND, bacterial ice nucleation diagnostic. ^b^Adopted AOAC Official First or Final Action. ###### Partial list of Commercially-Available, Antibody-Based Assays for the Detection of Food-borne Pathogens and Toxins ([@A17473R79], [@A17473R80]) ^[a](#fn18101){ref-type="table-fn"}^ Organism/toxin Assay Format Manufacturer --------------------------------------- --------------- ----------------------- ***Bacillus cereus*diarrhoeal toxin** TECRA; BCET ELISA; RPLA TECRA; Unipath *Campylobacter* Campyslide LA Becton Dickinson Meritec-campy LA Meridian MicroScreen LA Mercia VIDAS ELFA bioMerieux TECRA ELISA TECRA ***C.perfringens*** **enterotoxin** PET RPLA Unipath **EHEC O157:H7** RIM LA REMEL *E. coli* O157 LA Unipath Prolex LA PRO-LAB Ecolex O157 LA Orion Diagnostica Wellcolex O157 LA Murex *E. coli* O157 LA TechLab O157&H7 Sera Difco Petrifilm HEC Ab-blot 3M Dynabeads Ab-beads Dynal EHEC-TEK ELISA Organon Teknika Assurance ELISA BioControl *E. coli* O157 ELISA LMD Lab Premier O157 ELISA Meridian *E. coli* O157 EIA/capture TECRA Quix Rapid O157 Ab-ppt Universal HealthWatch VIDAS ELFA bioMerieux **Shiga toxin, Stx** VEROTEST ELISA MicroCarb Premier EHEC ELISA Meridian Verotox-F RPLA Denka Seiken **ETEC** Labile toxin, LT RPLA Oxoid Stabile toxin, ST ELISA Oxoid ***Salmonella*** Bactigen LA Wampole Labs Spectate LA Rhone-Poulenc Dynabeads Ab-beads Dynal CHECKPOINT Ab-blot KPL 1-2 Test Diffusion BioControl Salmonella-TEK ELISA Organon Teknika Salmonella ELISA GEM Biomedical Transia Plate Salmonella Gold ELISA Diffchamb PATH-STIK Ab-ppt LUMAC Clearview Ab-ppt Unipath UNIQUE Capture-EIA TECRA ***Shigella*** Bactigen LA Wampole Labs Enterotoxin SET-EIA ELISA Toxin Technology SET-RPLA RPLA Unipath TECRA ELISA TECRA VIDAS ELFA bioMerieux ***Vibriocholera*** Cholera SMART Ab-ppt New Horizon Cholera Screen Agglutination New Horizon **Enterotoxin** VET-RPLA RPLA Unipath ^a^ Abbreviations: ELFA, enzyme-linked fluorescent assay; ELISA, enzyme-linked immunosorbent assay; EHEC, ETEC - enterotoxigenic *E. coli*; LA, latex agglutination. ###### Partial List of Other Commercially Available Rapid Methods and Specialty Substrate Media for Detection of Food-borne Bacteria ([@A17473R79]-[@A17473R81])^[a](#fn18102){ref-type="table-fn"}^ Organism Assay Format Manufacturer -------------------- ------------------ ----------------- Isogrid HGMF/MUG QA Labs Petrifilm media-film 3M SimPlate media Idexx Redigel Media RCR Scientific ColiQuik MUG/ONPG Hach LST-MUG MPN media Difco & GIBCO CHROMagar Medium CHROMagar ***E. coli*** MUG disc MUG REMEL CHROMagar Medium CHROMagar **EHEC** Rainbow Agar Medium Biolog BCMO157:H7 Medium Biosynth Fluorocult O157:H7 Medium Merck ***Salmonella*** Isogrid HGMF QA Labs OSRT Medium/ motility Unipath (Oxoid) Rambach Medium CHROMagar MUCAP C8esterase Biolife XLT-4 Medium Difco ^a^Abbreviations: HGMF/MUG, hydrophobic grid membrane filter/4-methylumbelliferyl-β -D-glucuronide; ONPG, O-nitrophenyl β-D-galactoside; MPN, most probable number. 4. Conclusions {#sec80534} ============== Bacterial pathogens and their toxins can cause illnesses such as diarrhea and spread through population. These pathogens are causing more and more outbreaks of disease every year. Therefore, rapid and reliable detection methods are needed. Conventional methods for the detection of enteric pathogen bacteria are sensitive. However, Traditional standard culture methods require long turnaround time for enrichment and confirmation of presumptive isolates and may require several days to obtain results. These methods are based on immunochemical and nucleic acid technologies and are alternatives for conventional methods, because these methods can provide results within hours. The DNA microarrays can facilitate whole genome comparisons among diverse strains and the identification of strain-specific and lineage-specific sequences. The conventional PCR methods, automated fluorogenic, and quantitative real-time PCR kits have been invented and become available on the market. But in the laboratories that have lower sample throughput, commercialized automated immunoassay-based methods are less expensive. Optical techniques like SPR have better sensitivity, but they are expensive and complicated. The methods based on biosensor are rapid in detecting microbial pathogens within hours or even minutes. LAMP assays, peptide nucleic acid probes, DNA microarrays, and DNA chips are more advanced and potentially new rapid methods for enteric pathogens detection. Therefore, these rapid methods have become increasingly popular among laboratories and could be accepted as cost-effective and standard methods for pathogen detection in the future. All co-authors have read and agreed upon the contents of the manuscript and there was no financial interest to report. We certify that the submission is not under review at any other publication. **Authors' Contributions:**Jafar Amani: wrote and revised the paper; Seyed Ali Mirhosseini: wrote the paper; and Abbas Ali Imani Fool: revised the paper.
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A student seeks help with two separate questions: proving that one polynomial divides another; and determining the integer values of a function given a product of its variables. Doctor Vogler invokes modular arithmetic to crack the proof, and attacks the function as a quadratic polynomial. An n-dragon is a set of n consecutive positive integers. The first two-thirds of them is called the tail, the remaining one-third the head, and the sum off the numbers in the tail is equal to the sum of the numbers in the head. Find the sum of the tail of a 99,999-dragon. An adult seeks to encode a table of values into one number, with full recoverability. Taking a cue from random number generators, Doctor Douglas suggests a decimal representation, interleaving, and parsing protocol. In class we are shown how to square both sides of an equation or take the square root of both sides, but is there a rule like the addition property of equality that formally says those are valid steps?
3.71875
4
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Separation of polynucleotides is a focus of scientific interest, and numerous researchers have been attempting to achieve technical improvements in various aspects of polynucleotide separation. Anion exchange separation and reverse phase ion pair chromatography are among the most frequently used methods for separating polynucleotides. Previous work has focused on developing rapid, high resolution separations, developing separations based on the size of the polynucleotide fragment rather than the base sequence of the fragment, and on developing the ability to collect fractions of polynucleotides. W. Bloch (European patent publication No. EP 0 507 591 A2) demonstrated that, to a certain extent, length-relevant separation of polynucleotide fragments was possible on nonporous anion exchangers with tetramethylammonium chloride (TMAC) containing mobile phases. Y. Ohimya et al. (Anal Biochem., 189:126-130 (1990)) disclosed a method for separating polynucleotide fragments on anion exchange material carrying trimethylammonium groups. Anion exchangers with diethylaminoethyl groups were used by Y. Kato et al. to separate polynucleotide fragments (J. Chromatogr., 478:264 (1989)). An important disadvantage of anion exchange separations of double-stranded polynucleotides is the differing retention behavior of GC- and AT-base pairs. This effect makes separation according to molecular size impossible. Another important drawback of the anion exchange methodology is the necessity to use salts and buffers for elution, thus making subsequent investigation of the polynucleotide molecule fractions very difficult. U.S. Pat. No. 5,585,236 (1996) to Bonn et al. describes a method for separating polynucleotides using what was characterized as reverse phase ion pair chromatography (RPIPC) utilizing columns filled with nonporous polymeric beads. High resolution, rapid separations were achieved using an ion-pairing reagent, triethylammonium acetate, and acetonitrile/water reagent mobile phase gradient. This work is important because it is the first separation to give size-dependent, sequence-independent separation of double-stranded polynucleotides by chromatography. These separations are comparable to gel electrophoresis-compatible separations, currently the most widely used technology for polynucleotide separations. Bonn's work makes it possible to automate separations based on the size or on the polarity of polynucleotides. In the course of our work on separation of polynucleotides using the method developed by Bonn et al., with HPLC instrumentation and columns as described by Bonn, we discovered a degradation effect on the separation of double-stranded polynucleotides after long-term column usage (i.e., greater than about 50 injections). This degradation effect has been generally observed as a loss of resolution for base pairs greater than 200, as illustrated in the chromatogram of FIG. 1. As the degradation worsens, increasingly short fragments of polynucleotides are affected, as shown in FIG. 2. Eventually, the polynucleotides do not elute from the system. As such, the degradation effect or decreasing resolution appears to be a function of the length of the polynucleotide fragment being separated. There is no published chemical mechanism which would explain such a degradation effect that distinguishes between different size fragments while using reverse phase chromatography. Therefore, we first examined our procedure for packing the column. We realized that the molecules that we were attempting to separate were several magnitudes larger in size than those conventionally separated by reverse phase ion pair liquid chromatography. We suspected that hydrodynamic flow through the column was adequate for short polynucleotide fragments, but was being disrupted for larger fragments. In other words, perhaps the longest fragments were being partially sheared. However, we were unable to identify a packing procedure that would discriminate between short and long fragments of polynucleotides. Although we could not conceive a mechanism by which chemical contamination could produce these unusual results, we nevertheless examined contamination of one or more of the various "pure" reagents employed in liquid chromatography. After testing each of the reagents for contamination, we determined that this was not the source of the problem. This is not surprising, since the mobile phases used are not corrosive. Subsequent clean-up of the column with injections of tetrasodium ethylenediaminetetraacetic acid (EDTA), a metal-chelating agent, largely restored chromatographic resolution, as shown in FIG. 3. Putting a chelating additive into the mobile phase can provide some protection to the column. Without wishing to be bound by theory, there are several mechanisms by which a chelating reagent can provide protection or restore the instrument or column. One mechanism is the chelating reagent binds the free metal ions in solution, thus preventing any interaction of the metal ions with the DNA. Another mechanism is the chelating reagent coats colloidal metal ions, thereby preventing interaction of the colloidal metal ions with the DNA. The colloidal metal can be introduced from the mobile phase, injected into the mobile phase, or can be released from wetted surfaces in the fluid path. If the chelating reagent is water soluble, it can eventually dissolve the colloidal metals. We were successful in adding small amounts (ie., 0.1 mM) of tetrasodium EDTA to the mobile phase without significant changes to the chromatography. However, this concentration of EDTA was not sufficient to protect the columns in all of the stainless steel HPLC instruments and columns that were tested. There can be cases where the amount of metal ions present or generated are at a concentration where adding a chelating reagent will coat or bind the metal ions. In these cases, addition of a small amount of chelating reagent can allow the successful separation of DNA fragments. We tested the use of larger amounts of chelator additive in the mobile phase and found that addition of 10 mM of tetrasodium EDTA impaired the separation of polynucleotides. It was still uncertain that this higher concentration of chelating agent provided an acceptable protective benefit. While use of EDTA injected into the mobile phase (via the HPLC sample injection valve) demonstrated that the column can be regenerated, addition of chelating agents to the mobile phase is not an ideal solution to the problem as it can hamper subsequent use or analysis of the polynucleotide fragments. We then discovered that placing a cation exchange resin in the flow path of the mobile phase removed the problem. Guard disks were prepared containing a gel-type iminodiacetate resin with an ion exchange capacity of 2.5 mequiv/g (tested with Cu(II)). FIG. 4 shows a chromatogram obtained when the guard disk was positioned directly in front of the sample injection valve. FIG. 5 shows a chromatogram obtained when the guard disk was placed directly in front of the separation column (ie., between the injection valve and the column). Attempts to separate polynucleotides on the stainless steel HPLC system without the use of guard disks or guard columns containing cation exchange resin or chelating resin resulted in rapid deterioration of the chromatographic separation. From the improved results obtained by placing a cation exchange resin in the flow path of the mobile phase, we concluded that whatever was causing the peak distortion, probably ionic contaminants, was capable of binding to the cation exchange resin. Whatever was causing the fragment size-dependent distortion of the peaks had been removed by the cation exchange resin. Ionic contamination of the system can logically originate in one or more of several sources. The most significant sources of metal ions are HPLC components containing fritted filters made of stainless steel. Fritted filter components are used in mobile phase filters, check valve filters, helium spargers, mobile phase mixers, in-line filters, column frits, and other parts of the HPLC. Frits are commonly located at each end of a separation column in order to contain the particulate packing material within the column. The frit at the head of a column also serves to trap particulate material. Trapped particulate materials can be metal ions released from another part of the liquid chromatography system. The large surface area associated with any particular fritted component can contribute to faster solubilization of metals and release of ions. Thus, the ionic contamination from a fritted component can arise in at least two ways. First, the component can be a source of ionic material. Second, it can be a means for trapping ionic material. Ionic contamination from metals can exist in two forms. One form is dissolved metal ions. In another form, metals ions can exist in the colloidal state. For example, colloidal iron can be present, even in "high purity" 18 megohm water. Any metal or other ion that can interact with polynucleotides in the manner described could cause potentially harmful chromatographic effects when the metal becomes trapped on the chromatographic column. Magnesium and/or calcium and other ions can be present in samples such as PCR products. However, at the concentrations typically used, magnesium ions present in PCR products do not harm the peak separation. Metal ion contamination such as colloidal iron can be released from frits, travel to other parts of the HPLC and then be trapped. These types of contaminants will interfere with DNA in solution or after having been released and trapped on a critical component of the HPLC such as the column, an inline filter in front of the detector, or at a back pressure device located after the detector. In order to test our hypothesis that soluble metals and, potentially, other ions were causing loss of peak resolution during polynucleotide separations, we challenged the HPLC system with iron, chromium, and nickel. Known concentrations of these three metal ions were added to a polynucleotide standard (pUC18 DNA-Hae III digest). The polynucleotide/metal ion solutions were then injected into the HPLC. Chromium (III) ions (prepared from CrK(SO.sub.4).sub.2 did not degrade the separation when present in the sample at 9 mM. However, the sample contained 100 mM EDTA as a preservative against enzymatic degradation during storage, and much of the chromium could have been bound in an EDTA complex. However, when chromium was present at 90 mM, fragment size-ependent degradation of peaks occurred. At 900 mM chromium, no peaks could be detected. Several hours later, a sample containing 50 mM Cr(III) showed complete loss of the separation peaks. The same protocol using Ni(II) (prepared from Ni.sub.2 SO.sub.4) showed substantially no effect on peak shape, although some peak broadening was observed at 0.1 M Ni(II). With Fe(III) (prepared from FeNH.sub.4 (SO.sub.4).sub.2), the effect was less than with Cr(III). An injection of 900 .mu.M of Fe(III) in the polynucleotide standard showed no effect. However, an injection of 2700 .mu.M resulted in a loss of all peaks. There was some indication that the results were time-dependent, with the full effect becoming apparent several minutes after preparation of the metal/polynucleotide sample. The contact times and metal concentrations of the experiments described above were several orders of magnitude higher than would be found in a stainless steel HPLC system used for polynucleotide separations. Also, none of the experiments indicated how any reaction could be dependent on the size of the polynucleotide fragment. However, these data show the relative effect on separations of some of the metals found in stainless steel on polynucleotide separation. As an example of the effects of stainless steel, placement of a previously used stainless steel frit as an inline frit in front of the column resulted in no peaks being eluted from the column, even after short exposure of the frit to the fluid path. In this case all of the DNA was lost in the separation. This means that either DNA was taken up by the frit, or the frit released material that either disrupted the separation of DNA on the column or within the fluid path to the column and detector. The effect of metals on the reverse phase column separation of polynucleotides or an effect that discriminated according to fragment size has not been reported in the literature. There are, in fact, only a limited number of publications on the chromatographic separation of polynucleotides; most of which focus on single-stranded polynucleotides. Separation of single-stranded polynucleotides has been performed routinely by many workers, but this is usually on very short lengths of polynucleotide fragments (usually less than 100-mer, with 25-mer the average length), where, based on our observations of double-stranded polynucleotides, we would expect the degradation effect to be much less pronounced. Gunther Bonn and his colleagues have developed the world's leading chromatographic method for separating double-stranded polynucleotides. Bonn's work was performed on a stainless steel HPLC system with stainless steel hardware, including stainless steel frits. Based on our discovery, we concluded that the effect of metal contamination on polynucleotide separations was never reported by Bonn or others because the amount of dissolved and particulate metals in their stainless steel systems was below the threshold where degradation of the separation occurs and the systems worked adequately to produce good peak separations. Also, our work was carried out over a longer period, perhaps giving sufficient time for accumulation of contaminants within the system. Metal-free or titanium instrumentation is commonly used in protein separations, for reasons peculiar to the art of protein separation. For example, the activity of a protein can be affected if a metal is present. If the protein is intended to be collected and studied, separation is generally performed in a metal-free environment. Also, protein separations use particular mobile phases that can be corrosive to stainless steel HPLC equipment. Although metal-free or titanium systems are generally used in the separation of proteins for the reasons discussed above, it has been demonstrated that the use of metal-free or titanium systems is not necessary to maintain the integrity of the separation and that stainless steel HPLC systems show equivalent performance (Herold, M. et al., BioChromatography, 10:656-662 (1991)). In fact, Hewlett-Packard, one of the leading manufacturers of HPLC systems, now recommends stainless steel systems for use in protein separations. Because of the success of using stainless steel components in protein separations, and because the use of stainless steel systems for polynucleotide separations had been shown to be successful in the past, there had previously been no indication of the requirement to use non-metal or titanium system components for liquid chromatographic separation of polynucleotide fragments. Our subsequent experiments showed that even if titanium or PEEK fluid path components are used, then some treatment was necessary before the components could be used for Matched Ion Polynucleotide Chromatography. Although an improvement, our initial use of titanium frits did not give consistent results. Treatment of the frits with dilute nitric acid and then with a chelating agent did improve the performance of the instrument. Similarly, as shown in the examples, PEEK frits were not consistently suitable for MIPC, but acid treatment did improve their performance. Finally, degassing the fluid before it enters the liquid chromatography system removes the oxygen. This process will inhibit the oxidation and production of metal ions in stainless steel or titanium or other tubing containing iron. The use of a degasser to remove oxygen can help the MIPC separation. This is probably because the need for an ion contaminant free fluid path is much more critical in MIPC than in prior art separation processes. The use of the precautions of the method and system of the present invention has been found to be much more critical for double stranded DNA than for single stranded DNA separations. As Bonn and coworkers demonstrated, stainless steel can be an excellent material to be used for the fluid path of DNA separations. However, it is difficult to keep the stainless steel surface free of contaminants which interfere with MIPC, especially as the surfaces age.
3.015625
3
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It relates that God created heaven and earth and all things, and how He created them. When did God create heaven and earth and all things? God created them “in the beginning,” that is, in the beginning of time. What do we see from this? We see from this that the world is not eternal. Who is eternal? God alone is eternal. What does “create” mean? To “create” means to make out of nothing. How was it possible for God to create the world if there was nothing out of which to make it? It was possible because God is almighty. What do we mean when we say that God is almighty? When we say that God is almighty, we mean that He can do all things and nothing is hard or impossible to Him. Why is God called the Creator? God is called the Creator because He made heaven and earth and all things out of nothing. In what condition was the earth when God created it? It was “void and empty,” that is to say, it was not in its present orderly condition and was not inhabited by living beings. What else do we know about the earth in its primitive condition? We know that it was covered with water and darkness. What happened at the creation? At the creation, “the Spirit of God moved over the waters.” What did God create on the first day? On the first day He created the light. Why did He create the light first? God created the light first because without light nothing could live. What did God create on the second day? On the second day He created the firmament. What do we mean by firmament? By firmament we mean the sky. What else do we understand by firmament? By firmament we also understand the atmosphere. What did God create on the third day? On the third day He created the different bodies of water and the firm land. How did God do this? God caused the waters to be gathered together in one place, so that the dry land appeared. With what did God cover the dry land? God covered the land with grass, flowers, and fruit-bearing trees. What happened on the fourth day? On the fourth day God created the sun, moon, and stars, and placed them in the heavens. What did God create on the fifth day? On the fifth day He created fish and birds of every kind. What did God create on the sixth day? On the sixth day He created all kinds of animals that inhabit the earth, and last of all man. What were all things that God created? All things that God created were good. Why were they good? They were good because they answered the purpose for which they had been created. Why did God create the world? God created the world for two reasons: (1) For His own honor and glory; and (2) For the benefit of man. What did God do on the seventh day? On the seventh day He rested, blessed it, and made it holy. What does “God rested” mean? It means that He ceased to create. What does God still do for the world? He still preserves and governs it. How does God preserve the world? God preserves the world by causing it to continue to exist. How does God govern the world? God governs the world by taking care of all things and arranging them so as to carry out His will. But if God takes care of every one, why does He allow so many to suffer? God allows many to suffer: (1) To turn the thoughts of the sinner to Himself, that he may be converted and save his soul; (2) That the just may have an opportunity of following in the footsteps of Christ and laying up for themselves treasures in heaven. How did God bless the Sabbath and make it holy? God blessed the Sabbath and made it holy by setting it aside for His own special service. Was Sunday the Lord’s day in the Old Testament? No, Saturday or the Sabbath was the Lord’s day in the Old Testament. What day do Christians keep holy? Christians keep Sunday holy. Who changed the Lord’s day from Saturday to Sunday? The Catholic Church changed it. Why had the Church a right to change it? The Church had a right to change it, because it is the representative of Christ on earth. What induced the Church to make this change? The Church was induced to make this change because Sunday was the day on which her divine Founder rose from the dead, and on which the Holy Ghost descended on the Apostles. Can Protestants consistently observe Sunday instead of Saturday? No, because they believe only what they find in Holy Scripture, and Holy Scripture does not tell us to keep Sunday, but the Sabbath. Which attributes did God manifest in creating the world? In creating the world, God manifested His almighty power, His wisdom, and His goodness. What should we learn from this lesson? We should learn from it to be thankful to God for all He has done for us. How can we show that we are thankful to God? We can show that we are thankful to God: (1) By saying our prayers regularly morning and night, before and after meals; (2) By keeping holy the Lord’s day. How do we keep holy the Lord’s day? We keep holy the Lord’s day by attending Mass and abstaining from servile works. MLA Citation Father John J Nash, DD. “The Creation of the World, and the Institution of the Sabbath”. Practical Explanation and Application of Bible History, 1902. CatholicSaints.Info. 23 May 2018. Web. 19 November 2018. <>
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Testicular torsion in an adolescent with Fragile X Syndrome. Fragile X syndrome (FraX) is the most common hereditary form of mental retardation. The clinical syndrome includes mental retardation, macroorchidism, and typical but variable facial features. Although macroorchidism has been recognized as a cardinal feature of FraX, descriptions of testicular pathology are rare. Testicular torsion is a relatively common surgical emergency in young men, peaking at the onset of puberty when the testes undergo a period of rapid growth. However, testicular torsion has never been associated with macroorchidism. We report the first known case of testicular torsion in a 14-year-old boy with FraX and macroorchidism. Although we are unable to establish a definitive relationship between macroorchidism and testicular torsion in an isolated case report, primary care takers of children with macroorchidism should be aware of this occurrence. We recommend measurement of testicular volume during annual evaluations of children and adolescents with macroorchidism. Acute scrotal pain or increased testicular volume should be promptly evaluated.
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-0.008056640625, 0.001190185546875, -0.001007080078125, 0.00579833984375, -0.0169677734375, 0.0081787109375, 0.000274658203125, -0.003692626953125, 0.0025177001953125, -0.0150146484375, 0.008056640625, 0.01300048828125, 0.0033416748046875, 0.007049560546875 ]
Privacy & Cookies: This site uses cookies. By continuing to use this website, you agree to their use. To find out more, including how to control cookies, see here: Privacy & Cookies: This site uses cookies. By continuing to use this website, you agree to their use.To find out more, including how to control cookies, see here: Cookie Policy Humans have migrated for millennia. From the first crossing of the Bering Strait to the Spanish conquest, from British and French colonial expansion to the influx of students to London today, migration has always been a central feature of human life. Human migration is a sensitive topic which is easily politicised. It is often thought about in the context of international or illegal migration, most frequently from developing countries to developed ones, and as something that needs to be stopped. The debate around migration would surely benefit from more data and mathematical modelling, and from fewer sensationalist media reports that can often present a distorted reality. Modelling any social behaviour is complicated for many reasons. Firstly, it is impossible to observe all of the people involved or consider all of the reasons why they behave, or stop behaving, in the way that they do. Often this means that we can only spot emerging patterns that arise from collective behaviour. Secondly, there will always be outliers. For example: evidence shows that a person who smokes 20 cigarettes a day is 26 times more likely to develop lung cancer than a person who doesn’t smoke, but clearly, there will always be heavy smokers who remain cancer-free. Observing these ‘lucky’ individuals does not mean that evidence against smoking should be dismissed, but when we analyse social patterns we necessarily consider a general case that will not apply to each and every person. Mathematical models of migration There are many models of migration, each of which aims to capture a different aspect of the phenomenon. This depends on the purpose of the model (the question being considered) and the data that is available. Below, we present some of the most important models in current research. Stochastic migration and cumulative inertia The act of migration can be considered as a random variable that has a certain probability of occurring. The model of cumulative inertia (developed by Myers, McGinnis and Masnick in the 1960s) considers the probability $p$ that a person moves in a given year, taking into account the number of years $t$ that they have lived in their current location. For some fixed values of $\alpha>0$ and $\beta$, we have $$p = \alpha t ^{\beta}.$$ By using actual data, Myers et al. showed that $\beta<0$, so that as time increases the probability of migration decreases. Thus, a person is more likely to migrate from a city if they recently arrived there. Markov chains and migration Consider the possible locations in which a person might live. The simplest case has two locations, for instance, the city and the countryside. By looking at the probability that a person moves from one location to the other, the migration flux can be modelled as a Markov chain with a transition matrix $\mathbf{A}$. The interesting part of considering the migration flux in this way is that it gives the stationary distribution of the population: a rough approximation of how many people will live at each location after a long period of time. There is a stochastic (random) component to the act of migration and the choice of destination. The Markov chain model helps understand the flow of migration and the impact that it has on different cities. For example, hundreds of thousands of people moved to New York City last year but, surprisingly, more people moved away. The Big Apple is not getting bigger! The radiation model This model also considers a stochastic component of migration, as well as taking into account the population of each location. Migration is modelled as a decision problem in which a person decides whether to move based on, for example, the potential income from a job at their target location. The model can also be used to give an estimate of the number of people who will commute along a given route, or the maximum distance that people are likely to commute. The gravity model Our final model takes a different approach and is based on physical principles similar to Newton’s law of gravity. The model supposes that the attractiveness of moving from one location to another is proportional to the size of the target location, and inversely proportional to the distance between the two. Let $X_i$ and $X_j$ be the population of cities $i$ and $j$ respectively, and let $d_{ij}$ be the distance between them. The gravity model of migration says that the expected flux $F_{ij}$ of people moving from $i$ to $j$ is given by $$F_{ij} = \gamma \frac{X_i X_j}{d_{ij}^{\kappa}},$$ where $\gamma>0$ captures the total flux of migration, and $\kappa>0$ is the impact of the distance between $i$ and $j$. The gravity model is also frequently used to model trade between two locations, where now $X_i$ measures the economic power of a location instead of the population size. For instance, a farmer who produces milk will want to sell their products in a location that is large enough to guarantee demand, but also close enough to keep transportation costs low. Although mathematical models can’t give a perfect description of the complex pattern that is observed in reality, they can help us understand the reasons why more people might migrate to or from specific locations. They can also help explain the impact of distance on migration statistics and can be used to forecast, for example, the number of people who will migrate following a natural disaster and where they are most likely to go. Hands-on display of the gravity model of migration The Chalkdust team was invited to produce a hands-on exhibit about migration at Greenwich Maths Time, and we decided to focus on migration within Africa. To display the gravity model, we painted a large map of Africa onto elasticated fabric. We then placed a weight on each of the 23 largest cities on the continent, with the mass of the weight being proportional to the population of that city. The largest metropolitan areas of the continent (El Cairo, Lagos and Kinshasa) have several million inhabitants and so were given the heaviest weights, while the lightest weight was attached to Algiers, the smallest city that we considered. When the map was lifted off the ground, it deformed under the weight of the cities and our ‘population’ of seeds was able to move freely under the effects of gravity. The result was visually striking — the vast majority of the seed-people ended up at the largest cities, a few moved towards the smaller ones and even fewer stayed where they were. This gave a great feel for the workings of the gravity model, and how it predicts that migration and trade are attracted to the biggest cities. Migration data Although estimating the migration flux between two countries is a very challenging task, institutions like the UN work to provide the most accurate data possible. The results are often quite surprising as they can differ from the narrative that is established in the media. Some relevant facts about international migration: In 2015, the number of international migrants was nearly 250 million people. It is estimated that there are currently 5 million international migrants who originated in the UK, 4 million from Germany, 3 million from Italy, 2 million from France and 1 million from Netherlands. Nearly two-thirds of international migrants are people who move inside their own continent, for example, Europeans who move to another European country. These somewhat surprising statistics highlight the importance of real data in the debate around migration, and how its use can challenge predominant perceptions that are often based on feeling rather than facts. Migration has always been a central tenet of society, and being able to model it from a scientific perspective based on mathematics and data can allow us to understand patterns, predict trends and design better policies on both a national and international scale. Rafael Prieto Curiel Rafael Prieto Curiel is doing a PhD in mathematics and crime. He is interested in mathematical modelling of any social issues, such as road accidents, migration, crime, fear and gossip. @rafaelprietoc rafaelprietocuriel.wordpress.com + More articles by Rafael Pietro Servini Pietro is interested in history and sport. He also happens to be doing a PhD in fluid dynamics at UCL. If he can combine any two of the three it makes him a happy man. pietroservini.com + More articles by Pietro
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All About STEM NEWS As Team GB take GOLD at the Rio Olympics, we’re celebrating with some fantastic Olympic STEM challenges & resources! They are perfect for home, STEM Clubs or if you’re planning STEM activities for the Autumn Term. STEM Challenges If you’re thinking of using the Rio Olympics as an opportunity to explore the role of STEM subjects in sports, there are a number of sports related resources – which were inspired by London 2012 – available on the STEM Challenges website. Challenges include developing a new sports venue, an anti-doping challenge, exploring travel and carbon footprints, designing a sports glove and creating wetsuits for paratriathletes. The Olympics and Paralympics are fantastic learning opportunities right across the curriculum including science, maths, D & T, geography and of course PE! STEM Learning’s resource bank contains many useful ideas as to how to put these into practice, such as investigating heart rate after exercise, analysing reaction times, looking at healthy diets and using sports activities for data collection, presentation and analysis.
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Background ========== Proteins that evolve from a common ancestor can change functionality over time. For example, different related enzymes can bind to different substrates. Identifying the residues that cause these changes in specificity is important as this could allow one to alter the substrate specificity \[[@B1]\] or to predict the effect of mutations on the protein. The most common method for identifying SDP (specificity determining positions) starts with the construction of a multiple sequence alignment of the homologous proteins. Often the branching order of a phylogenetic tree exactly matches the known functional split between the proteins. Several methods have been used to identify the SDP\'s using only the tree and alignment \[[@B2],[@B3]\], or combined with prediction of ancestral sequences \[[@B4]\] or with analysis of structures \[[@B5]-[@B7]\]. The evolutionary trace (ET) method, for example, identifies SDPs responsible for subgroup specificity by partitioning the tree or dendrogram into an increasing number of subgroups of similar sequences with subsequent analysis of their three-dimensional (3D) structures \[[@B5]\] In cases when the functional split does not correspond to a clear phylogenetic split in the tree, other methods for identifying the SDPs have to be used. This situation can arise in highly divergent families, as proteins have multiple features that co-evolve along with specificity, such as the sub-cellar location or interaction with other proteins which may give a larger phylogenetic signal than the functional difference \[[@B8]\]. These methods normally require a multiple alignment, and a classification for the sequences. Livingstone and Barton implemented a method called AMAPS that highlighted positions in an alignment that had different amino acid properties conserved between different sub-groups \[[@B9]\]. A similar idea is implemented in the Conserved Property Difference Locator method \[[@B10]\] which is available as a web server \[[@B11]\]. Mutual information has also been used as a measure to identify residues that confer specificity \[[@B12]\]. It is used to measure of how often a particular position in a sequence is conserved in one sub-family, and varies in another. Improvements were made to this algorithm which included taking into account the non-uniformity of amino acid substitutions via amino acid substitution matrices and a method for automatically setting cut-off thresholds \[[@B13]\]. The method of Hannenhalli and Russell \[[@B8]\] identifies the functional residues by comparing hidden Markov model profiles generated for each subgroup and calculating the relative entropy for each position. Positions with high relative entropy have very different amino acid distributions between the subgroups, and as such are considered possible SDPs. Pirovano et al. \[[@B14]\] showed that relative entropy exhibited undesirable asymptotic behaviour, and then reformulated it as \"sequence harmony\". Sequence logos \[[@B15]\] have also been used to visualise differences between two subfamilies \[[@B16],[@B17]\]. A variety of multivariate statistical approaches have been applied to sequence analysis over the years. Principal coordinates analysis \[[@B18]\] was used to plot protein sequences in a low dimensional space that preserved the distances between them \[[@B19]\]. Later, principal component analysis (PCA) was used on multiple sequence alignments to identify possible functional residues \[[@B20]\]. The columns in the alignment were converted into a vector of binary variables of length 20, which represented the absence/presence of an amino acid at this position. PCA analysis of this matrix was then used to project the sequences onto 2 or 3 dimensions, which allowed identification of possible sequence clusters. The residue variables were also projected onto the same space, so that group specific residues could be identified. This method was implemented as a package called SequenceSpace. More recently this method has been automated so that the user does not have to manually identify the sequence groups \[[@B2]\] and made available as a web server \[[@B21]\]. Correspondence analysis (CA) has also been used to identify SDPs \[[@B22]\]. CA is used to decompose a chi-squared table between residues and sequences and has the attraction of automatically plotting both in the same space. The correspondences between residues and sequences (or groups of sequences) can then be seen from their proximity on the scatter plots. CA and PCA are usually considered to be \"unsupervised\" techniques, to use the terminology of the field of machine learning and classification. This means that groups of objects that are of a-priori interest are not specified in advance. The axes are derived as those that account for maximum variance among the objects when these are plotted on them. Often, this is sufficient to obtain the information that one is interested in. The groups of interest may separate out in a useful manner along the first 2 or 3 axes or they may not; it will depend on the data set. Particular splits in the data may not show up in a useful manner on the plots. The most interesting splits can be masked by stronger trends of a less interesting nature such as amino acid composition. The analysis can be \"supervised\" by specifying groups and forcing the analysis to focus on these. In the case of Pazos et al \[[@B22]\], the relationships between the groups of sequences and residues are determined by an analysis of CA plots. Groups of sequences are represented as mean vectors and the residues that are closest to each vector are the ones that are most related to that group of sequences. In this paper, we demonstrate the use of Between Group Analysis (BGA) for identifying SDPs from a sequence alignment. BGA is a supervised multivariate analysis method for sample discrimination and class prediction \[[@B23]\] and has been recently used to identify genes of interest from microarray data sets \[[@B24]\]. BGA is supervised by labelling each object (sequence) in advance as belonging to one of a small number of groups and forcing the axes to be those that split these groups as much as possible. Technically, the analysis is accomplished by finding those axes that maximise the between group variances. Informally, this is accomplished by treating the group centroids as the objects to be analysed and by carrying out a CA or PCA on these centroids. This produces results that are similar in appearance to those derived from multiple discriminant analysis but with the bonus of being robust when the number of variables exceeds the number of objects. BGA carried out using PCA is very similar to partial least squares discriminant analysis (PLS DA). In practice, BGA is carried out in two stages. These are automatically done using the MADE4 package \[[@B25]\]. Firstly, an ordination is computed using either PCA or CA on a data set in which the different groups are defined. BGA then finds linear combinations of the axes that maximise between-group variances and minimise within-group variances. This combination is very flexible as it can be used to examine any number of pre-specified groups. It has a further advantage in that it can be combined with a variety of data types from binary to continuous because of the way in which it can use PCA or CA. Results ======= Lactate/Malate dehydrogenases ----------------------------- The results for the Lactate/Malate dehydrogenase case using the two different amino acid encoding schemes are shown in Figure [4](#F4){ref-type="fig"}. Each set of results is displayed using three vertical lines, each of which is a view of the single axis of the analysis. The sequences are plotted on the line on the left, the group centroids are in the middle and the variables/residues are plotted on the right. Each sequence is joined, by a line, to its group centroid. The ten most extreme variables at each end of the axis are displayed in the same order as they appear on the axis. In both sets of results, the variables at the top of the axis are most associated with the MDH group of sequences while the residues at the bottom are most associated with the LDH group. ![Phylogenetic tree of lactate/malate dehydrogenases sequences. The Lactate sequences are coloured in red.](1471-2105-8-135-1){#F1} ![Phylogenetic tree of the nucleotidyl cyclases sequences. The guanylate sequences are coloured in blue.](1471-2105-8-135-2){#F2} ![Phylogenetic tree of serine protease sequences. The elastases are highligthed in red and the chymotrypsins are in blue.](1471-2105-8-135-3){#F3} ![Axis 1 of the Between Group Analysis for the Lactate/Malate Dehydrogenase test case using the binary encoding (A) and the AAP encoding (B). In each example the sequence split is shown on the left, the residues are plotted on the right. The top 10 residues at either end of the axis are shown. Any residues that are plotted at the same coordinate are enclosed in a text box. Each variable consists of a number, which is the alignment position, followed by a residue type or factor, depending on which encoding system was used.](1471-2105-8-135-4){#F4} In both sets of results there is a very clear separation of the two groups of sequences. This is a useful indicator to tell if the method was able to successfully separate the two groups. The inter-group separation is much more than the intra-group separation. There are no obvious outliers in either analysis. Both sets of results correctly identify the Gln-Arg mutation as being important. This is position 107 in the alignment, which contains 7 Glutamine\'s and 1 Methionine in the Lactate set of sequences but only Arginine in the Malate set. It is the second most highly ranked position for the LDH group in the analysis with the binary representation, as well as the second position for the MDH group in the method using the AAP encoding. Figure [5](#F5){ref-type="fig"} shows the positions, highlighted in the alignment, that were identified by the analysis using the AAP encoding. ![Alignment of a sample of the lactate/malate dehydrogenase sequences with positions highlighted that the analysis using the AAP residues identified as being important for specifity. The alignment was drawn with JalView \[42\].](1471-2105-8-135-5){#F5} The positions at the end of the axis are either strongly conserved in one group but not the other, or are strongly conserved in both groups but different from each other. If each group has a different strongly conserved residue the position will show up at both ends of the axis. This is true for the top position in the AAP encoding scheme, 152, which is a fully conserved D in the LDH group and N in MDH. The top position in the Binary encoding scheme is position 14, a fully conserved M in LDH and Q in MDH. Positions that are strongly conserved in one group and not the other will show up with a residue and position on the end of the axis corresponding to the group of sequences that they are conserved in, but there won\'t be a corresponding variable at the other end. One example of this is alignment position 106 which is an Arginine (R) in the lactate sequences but can be either A or P in the Malate case. For this dataset, we compared our results with the SDPpred web server \[[@B26]\]. SDPpred predicted 15 residue positions as being important and these are shown in Table [2](#T2){ref-type="table"}. 13 of these positions were also found in the top 10 residues at in the BGA analysis. The two positions that were predicted by SDPpred and not by BGA were position 9 and 21. Three positions were predicted by the BGA and not by SDPpred. They were E at position 64, D at 67 and E at position 44. ###### The five factors for each of the amino acids as calculated by Altchely et al \[28\] **Factor A** **Factor B** **Factor C** **Factor D** **Factor E** --- -------------- -------------- -------------- -------------- -------------- A -0.591 -1.302 -0.733 1.57 -0.146 C -1.343 0.465 -0.862 -1.020 -0.255 D 1.05 0.302 -3.656 -0.259 -3.242 E 1.357 -1.453 1.477 0.113 -0.837 F -1.006 -0.590 1.891 -0.397 0.412 G -0.384 1.652 1.33 1.045 2.064 H 0.336 -0.417 -1.673 -1.474 -0.078 I -1.239 -0.547 2.131 0.393 0.816 K 1.831 -0.561 0.533 -0.277 1.648 L -1.019 -0.987 -1.505 1.266 -0.912 M -0.663 -1.524 2.219 -1.005 1.212 N 0.945 0.828 1.299 -0.169 0.933 P 0.189 2.081 -1.628 0.421 -1.392 Q 0.931 -0.179 -3.005 -0.503 -1.853 R 1.538 -0.055 1.502 0.44 2.897 S -0.228 1.399 -4.760 0.67 -2.647 T -0.032 0.326 2.213 0.908 1.313 V -1.337 -0.279 -0.544 1.242 -1.262 W -0.595 0.009 0.672 -2.128 -0.184 Y 0.26 0.83 3.097 -0.838 1.512 ###### Results from SDPpred web server \[26\] for the Lactate/Malate dehydrogenase sequences ranked by Z-Score **Ranking** **Position** **Mutual Information** **Z-Score** ------------- -------------- ------------------------ ------------- 1 152 4.44E-01 10.41 2 107 4.46E-01 8.44 3 61 4.61E-01 7.99 4 106 4.60E-01 7.13 5 16 4.43E-01 6.26 6 21 4.53E-01 6.19 7 157 3.67E-01 6.18 8 12 3.31E-01 6.18 9 14 4.56E-01 6.1 10 43 4.34E-01 6.05 11 127 4.40E-01 5.93 12 153 4.42E-01 5.63 13 111 3.54E-01 5.46 14 162 4.41E-01 5.23 15 9 3.87E-01 5.09 Nucleotidyl cyclases -------------------- The results for the Nucleotidyl cyclases are shown in Figure [6](#F6){ref-type="fig"}, using the two different representation schemes. In both plots there is clear separation of guanylate cyclases (GUC) and adenylate cyclases (ADC).). The two positions (158 and 68), Glu-Lys (E-\>K) and Cys-Asp (C-\>D) that are sufficient to change the specificity are both identified by the method. ![Axis 1 of the Between Group Analysis for the Nucleotidyl cyclases test case. Details as Figure 4](1471-2105-8-135-6){#F6} The analysis using the binary representation identifies all of the residues identified by Hannenhalli and Russell \[[@B8]\]. It also identified a position, 156 in the alignment, which only ever contains R in the GUC sequences, is mostly Q in the ADC but can be an R. This means that if there is a glutamine in that position it is likely to be an adenylate cyclase. Figure [7](#F7){ref-type="fig"}shows the positions, highlighted in the alignment, that were identified by the analysis using the binary encoding. The results were also compared with the SDPpred web server. The results are shown in Table [3](#T3){ref-type="table"}. SDPpred predicted 5 positions as being important, all of which the BGA method identified. ![Alignment of a sample of Nucleotidyl cyclases sequences with positions highlighted that the analysis using the binary variables identified as being important for specifity. The alignment was drawn with JalView \[42\].](1471-2105-8-135-7){#F7} ###### Results from SDPpred web server \[26\] for the Nucleotidyl cyclases sequences ranked by Z-Score. **Ranking** **Position** **Mutual Information** **Z-Score** ------------- -------------- ------------------------ ------------- 1 158 6.64E-01 19.87 2 162 6.49E-01 18.95 3 67 6.09E-01 18.25 4 68 6.38E-01 17.22 5 20 6.25E-01 16.63 Serine Proteases ---------------- Figure [8](#F8){ref-type="fig"} demonstrates the effect of sequence weighting for the trypsin-like serine proteases. The unweighted results are shown in Figure [8B](#F8){ref-type="fig"}), while the analysis incorporating the sequence weighting is in Figure [8A](#F8){ref-type="fig"}). Axis 1 separates the trypsins from the chymotrypsins and the elastases. Axis 2 separates the chymotrypsins from the elastases. The effect is most noticeable for the chymotrypsins. The intra group separation for the chymotrypsins is smaller in the weighted example than the unweighted example. There is also a noticeable difference for the trypsin sequences. When no weighting is applied there are five trypsin sequences in the same half of the graph as the chymotrypsin group, while after applying the weights, there is only one. There is no noticeable difference in the two examples for the elastase sequences. The results for serine proteases using the binary representation are shown in Figure [9](#F9){ref-type="fig"}. As correspondence analysis was used as ordination technique for this analysis, both the sequences and the variables are plotted in the same space. The variables associated with a particular group of sequences are plotted in the same direction as the group centroid with the variables most associated with the group plotted furthest along this direction. Axis 1 of the CA separates the trypsin and the chymotrypsin sequences, and axis 2 separates the elastase sequences from trypsin and chymotrypsin sequences. ![Demonstration of the effect of sequence weighting using the AAP encoding. The example using sequences weights is A). The unweighted example is B). The chymotrypsin sequences are plotted in red, trypsin sequences in green and the elastase are plotted in blue.](1471-2105-8-135-8){#F8} ![Axis 1 and 2 of the BGA results using CA for the serine protease alignment using the binary encoding showing both residues and sequences. Extreme residues are labelled. The trypsin sequences are plotted in green, chymotrypsin sequences in red and elastase sequences in blue, while residues are plotted in black. Positions that are thought to be in the binding pocket are circled in red.](1471-2105-8-135-9){#F9} The most striking aspect of the results is that many residues are strongly associated with the elastase group. There are 7 residues plotted in the same position, furthest along axis 1. They are 130V, 137I, 145Y, 168Q, 219G, 229H, 255V, and they are all fully conserved for the elastases and not for the other two groups. The residue most associated with trypsin is D in position 218, which was also identified by Hannenhalli and Russell \[[@B8]\] as is the next residue, A in position 254. These two residues are defined as part of the binding pocket \[[@B27]\]. The other residue in the pocket, G, in position 246 in the alignment is located at the negative end of axis 1, on the opposite end of the elastase group. This is because it is column 246, in this alignment, for the elastase is blank, whereas the other two groups have a G in this position. This residue highlights the critical importance of the alignment for this type of analysis, as this position didn\'t show up as significant in the Hannenhalli and Russell \[[@B8]\] analysis. In the alignment used by Hannenhalli and Russell \[[@B8]\] this position isn\'t blank for the elastases. It in fact contains 50% of G, and as a result didn\'t show up as significant. Position 254 is also strongly associated with the chymotrypsin group, with a C at that position. The elastases have a fully conserved N in this position too, however this doesn\'t show up strongly in this analysis, as there is also an N present in one of the chymotrypsins. Similar results can be seen when PCA is used as the ordination technique with the AAP encoding, as shown in Figure [10](#F10){ref-type="fig"}. Positions 218 and 254 strongly split the chymotrypsins and the trypsins. Interestingly, factor A at position 253 is strongly associated with the chymotrypsin group. ![Axis 1 and axis 2 of the BGA results using PCA with the AAP encoding. Sequences are shown in A). Residues are shown in B).](1471-2105-8-135-10){#F10} Discussions and Conclusion ========================== The inter relationship between amino acid residues and the functional properties of a protein is of great importance in understanding how that protein acts. Investigating how amino acids vary or are conserved at particular positions, depending on the function of the protein provides valuable insight into this relationship. One approach is to take a collection of sequences from homologous proteins and to represent them as a multiple alignment. This is followed by clustering the sequences into functional or phylogenetic groups and a search for residue/property correlations \[[@B2]\]. Unfortunately, it is then challenging to disentangle patterns of residue occurrence that are due to functional differences between the groups and patterns that are merely due to the process of amino acid substitution over time down different phylogenetic lineages. The fact that phylogenetic and functional groupings often disagree makes the situation even more difficult. Multivariate analysis provides a logical alternative to traditional hierarchical clustering and has been used a number of times to analyse residue/property relationships \[[@B20],[@B22]\]. This has proven to be useful for informal data exploration and visualisation. Most recently, Pazos et al \[[@B22]\] showed how to use Correspondence Analysis for this purpose, as an alternative to the more traditional PCA. They also showed how to analyse specific trends, of a priori interest, in the data. In this paper, we took this a stage further and showed how to use BGA as a general-purpose technique for protein alignment data exploration. We can combine it with CA in which case it becomes a way of carrying out a supervised CA, for any number of groups. With two groups, you get a single discriminating axis, which can be used like a discriminant function for classifying new sequences. This also ranks the variables (amino acids at each position) in terms of their discriminating power. BGA can also be combined with PCA in which case there is a choice of how to encode the alignment information and measure amino acid occurrence in columns. Strict binary coding with CA enforces a strict view of presence or absence and is useful for emphasising clear trends in the data. It is, however, vulnerable to being misled by outlier amino acid occurrences. For example, if one sequence has one unusual amino acid in one position, the analysis will interpret this as potentially useful discriminating information. This is greatly improved by the use of pseudocounts. PCA has the advantage of allowing quantitative amino acid information to be used, such as amino acid physico-chemical properties \[[@B28]\]. In both case, sequence weighting is easy to apply to BGA using the MADE4 and ADE4 packages. This overall combination is powerful and flexible while being computationally very fast and simple. Finally, BGA is especially useful because it can be used to analyse any number of functional classes. In the examples we used in this paper, we have only used 2 or 3 classes for demonstration purposes but any number can be used and visualised. In summary the method presented here is complementary to the other methods for identifying SDP\'s. It produces similar results, but provides an alternative method for viewing the results. This makes the method very suitable for data exploration. Methods ======= Software -------- A combination of R packages from the Bioconductor package \[[@B29]\] were used to read in a sequence alignment, transform it into a data matrix, and to carry out the Between Group Analysis. They were: ### ADE4 A general purpose data analysis package for ecological data sets \[[@B30]\]. It contains a very large variety of clustering, ordination and discriminant data analysis methods. ### MADE4 A package that facilitates the analysis of microarray data using the ADE4 package \[[@B25]\]. It also includes graphical and visualisation tools which, for example, are used to display the results of a BGA analysis. ### Seqinr A package for reading different types of sequence files including Fasta and ClustalW format into R \[[@B31]\] Amino Acid Encoding Schemes --------------------------- Two different encoding schemes were used to represent the multiple alignments for BGA. ### Binary Encoding Each column in the sequence alignment is represented by a binary vector of length 20 which represents the presence or absence of a particular amino acid at this position \[[@B20]\]. This results in a data matrix of dimension N×L×20 where N is the number of sequences and L is the length of the alignment. Pseudocounts can also be included. ### Amino Acid Property (AAP) Encoding Each residue in the alignment is represented by a vector of five continuous variables as given by Atchley et al \[[@B28]\]. They applied a multivariate statistic approach to reduce the information in 494 amino acid attributes into a set of five factors for each amino acid. These factors are shown in Table [1](#T1){ref-type="table"} Factor A is termed the polarity index. It correlates well with a large variety of descriptors including the number of hydrogen bond donors, polarity versus nonpolarity, and hydrophobicity versus hydrophilicity. Factor B is a secondary structure index. It represents the propensity of an amino acid to be in a particular type of secondary structure, such as a coil, turn or bend versus the frequency of it in an *α*-helix. Factor C is correlated with molecular size, volume and molecular weight. Factor D reflects the number of codons coding for an amino acid and amino acid composition. These attributes are related to various physical properties including refractivity and heat capacity. Factor E is related to the electrostatic charge. Columns in the alignment containing more than 80% gaps were removed. When using the AAP encoding, the remaining gaps were replaced with the average value for the subfamily in that column. PCA is the most suitable ordination technique for the AAP encoding as it can be used to ordinate data that contains continuous variables. CA, on the other hand, can only be used to ordinate data that contains positive integer values, such as the binary representation of a sequence alignment. Sequence Weights ---------------- A sequence-weighting scheme is useful to minimize the redundancy and emphasize the diversity each of the sub-family alignments. Position-based sequence weights \[[@B32]\] were calculated for the sequences in each of the sub-families and used as weights in the BGA calculation. These weights were used, as they are intuitive, easy to calculate and have previously been shown to perform well for profile searches. The sequence weight is calculated using equation 1. The sequence weight is the sum of all the residue weights for a particular sequence. The residue weights are calculated by counting the number of different residue types (r) that are present at position i in the alignment, and the number of times that the particular residue in the sequence type appears (s). The inverse of the product of these two numbers is the residue weight. Unique residues in conserved columns are awarded the most weight. $$Sequence\ Weight = {\sum\limits_{i}\frac{1}{\left( {r_{i} \ast s_{i}} \right)}}$$ Pseudocounts ------------ In this analysis it was very useful to add the pseudocounts to the binary encoding. This helps reduce the impact of small sample sizes if one group has very few sequences. Without pseudocounts, if a residue, at one position, is present once in one group and not present at all in a second group of sequences then the analysis will conclude this is an important residue at this position. Pseudocounts have been widely used in calculating position specific weight matrix scores (PSSM). Again, they have been found to be useful with small sample sizes. When there are very few sequences present more pseudocounts should be added, but when there are many sequences much fewer are needed. The pseudocount frequency, g~i~, for an amino acid i in a column of a subfamily alignment was calculated using the method of Henikoff and Henikoff \[[@B33]\] as shown in equation 2 where q~ij~is the amino acid pair substitution probability for amino acid i and j, f~i~is the observed frequency of amino acid i, N is the total number of residues in the column and r is the number of residue types in the column. Q~i~is the actual amino acid frequency of amino acid i in the column after adding in pseudocounts. This method uses the amount of residue diversity in a column, r, to determine how many pseudocounts, *β*, to add. Pseudocounts were only used with the Binary Encoding scheme. $$\begin{matrix} {g_{i} = {\sum\limits_{j}{\frac{f_{j}}{P_{j}}q_{ij}}}} & {P_{j} = {\sum\limits_{i}q_{ij}}} & {Q_{i} = \frac{Nf_{i} + \beta g_{i}}{N + \beta}} & {\beta = 5 \ast r} \\ \end{matrix}$$ BGA --- The BGA was carried out in R using the MADE4 package. Firstly, the alignment file was read into R using the seqinr commands. The sequence weights were then calculated, and the groups defined. The sequences were converted into a matrix using either the binary or AAP encoding schemes. Columns with more than 80% gaps were excluded. For the AAP encoding the remaining gaps were filled in with the average of the subgroup. Pseudocounts were added to the matrix calculated with the binary encoding. The matrix, group definition, and type of ordination technique were then passed to the BGA function in Made4. If this ordination technique is CA then the matrix is pre-processed by multiplication with the sequence weights, but if the ordination technique is PCA then the sequence weights are passed in as row weights. The results are plotted using the MADE4 function. Test Cases ---------- Three different test cases were chosen to demonstrate the method. They are Lactate/Malate dehydrogenases, Nucleotidyl cyclases and Serine Proteases. They have been used as examples by Hannenhalli and Russell \[[@B8]\] and Pazos et al \[[@B22]\] as well as others. ### Lactate/Malate dehydrogenases Lactate/Malate dehydrogenases share a similar substrate-binding domain. PFAM accession number, PF00056, \"Lactate/Malate dehydrogenases, NAD binding domain\". They are highly divergent and as such it is difficult to distinguish between lactate and malate subtypes. A single mutation Gln-Arg (position 102 in pdb 9ldta) is known to switch specifity from lactate to malate \[[@B34]\]. This example has been used by Hannenhalli and Russell \[[@B8]\] and Pazos et al \[[@B22]\]. In this study the alignment generated by Pazos et al was obtained from their website \[[@B35]\]. In this alignment there are 35 malate and 8 lactate sequences. The phylogenetic tree of the Lactate/Malate dehydrogenase sequences used by Pazos et al is shown in Figure [1](#F1){ref-type="fig"}. There is no simple phylogenetic separation between the two groups of sequences. There is a group of malate sequences that are more closely related to the lactate sequences than the rest of the malate sequences. ### Nucleotidyl cyclases Nucleotidyl cyclases are a family of cytosolic proteins that catalyse the reaction that transforms a nucleotide triphosphate into a cyclic nucleotide monophosphate. The cyclases act on either guanylate (GUC) or adenylate (ADC). The alignment used in this example is the same one used by Hannenhalli and Russell \[[@B8]\] and contains 41 adenylate and 29 guanylate sequences. The phylogenetic tree in Figure [2](#F2){ref-type="fig"} was calculated from the alignment using the Neighbor-Joining method \[[@B36]\] implemented in ClustalW \[[@B37]\]. The tree was rooted using the add_root programme supplied by Manolo Gouy. Two point mutations, Glu-Lys and Cys-Asp, are sufficient to change the specificity of the enzyme from GUC to ADC \[[@B38]\]. These are positions 938 and 1018 of the protein sequence corresponding to the 3D structure of adenylate cyclase, 1ab8 \[[@B39]\]. ### Serine Proteases Trypsin-like serine proteases are a large family of enzymes that cleave peptide bonds \[[@B40]\]. They have similar catalytic mechanisms but have different preferences for the bonds that they preferentially cleave. Trypsins cleave C-terminal to the positively charged amino acid residues, arginine and lysine. Chymotrypsins cleave bond that are flanked by large aromatic residues. Elastases cleave peptide bonds that are next to small-uncharged amino acid residues. The difference in specifity is caused by changes in the binding pocket \[[@B27]\]. An aspartic acid found in trypsin (Asp189) is usually replaced by a small residue in chymotrypsins (Ser) and elastases (Gly). Glycine at positions 216 and 226 in trypsin (also in chymotrypsins) is usually a valine or threonine in elastases \[[@B8]\]. In this study all of the sequences with EC numbers corresponding to trypsin, chymotrypsin, and elastase were extracted from the full alignment of PF00089 from PFAM \[[@B41]\]. This consisted of 117 trypsins, 17 chymotrypsins, and 7 elastases and these were realigned using ClustalW. Figure [3](#F3){ref-type="fig"} gives the tree for this alignment, which was calculated using ClustalW and the Neighbor-Joining method. The elastase sequences all group together, while there is a set of chymotrypsin sequences, which are group closer to trypsin sequences than other chymotrypsins Authors\' contributions ======================= IW implemented and tested the experiment while, DH conceived and designed the experiment. Acknowledgements ================ We would like to thank Alfonso Valencia, Florencio Pazos, and Antonio Rausell for helpful conversations about correspondence analysis and identifying functional residues in general. We would also like to thank Rob Russell for the cyclase example alignment used, and for helpful conversations concerning this project. We would like to thank Guy Perrière, Ian Jeffery and Ailís Fagan for all their help with BGA and R. This work was funded by Science Foundation Ireland.
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Background {#Sec1} ========== Climate change is driving dangerous and unpredictable conditions regarding temperature and water availability, which has a direct effect on plant species distribution \[[@CR1]\]. For the Mediterranean region, the dry periods are predicted to become more severe than usual in many areas \[[@CR2]\]. In addition, a high probability of very cold winters is expected in Europe as a result of sea ice cover decrease in the Barents-Kara Sea resulting from climate change \[[@CR3]\]. Therefore, cold stress in several areas may constitute an important and recurring factor that will limit the survival of tree species mainly at higher latitudes or altitudes \[[@CR4]\]. Consequently, long-lived species, such as forest trees, will need to be able to adapt to cold temperatures and endure off-season cold and freeze-thaw cycles that are becoming more frequent \[[@CR5]\]. Trees at the seedling stage are physiologically and morphologically very sensitive to cold stress which can produce cell damage, reduce growth or even the tree's chances of survival \[[@CR6]\]. Therefore, the ability to cope with low temperatures is an important parameter driving the distribution of trees such as conifers in different locations \[[@CR7]\]. At the molecular level cold stress alters membrane fluidity and consequently membrane permeability. Plants respond to cold stress by inducing physiological and molecular changes, including the plant metabolic profile. These changes may play an advantageous role in cell cryoprotection during cold stress or prior to freezing temperatures \[[@CR8]\]. However, seedlings resistance to cold temperatures as well as the metabolic phenotype are likely to differ according to the plant genetic structure, the genetic origin or the provenance \[[@CR9]\] and this difference may affect the plant's ability to adapt to cold stress \[[@CR10]\]. For instance differential sensitivity to winter cold was reported by Colombo et al. \[[@CR11]\] in Douglas fir (*Pseudotsuga menziensii*) tissues from different seedling provenances. In a similar manner, provenance significantly affected stem and needle hardiness of Scotch pine (*Pinus sylvestris*) \[[@CR7]\]. At the molecular level there are several descriptions of genes whose role is important in cold tolerance or acclimation \[[@CR8]\] or even genes whose overexpression may increase cold tolerance \[[@CR12]\], but there are no descriptions in the literature of metabolomic or molecular changes affecting different provenances of *P. halepensis* (Aleppo pine)*,* an important conifer species widely used for afforestation or reforestation programs under climates with dry, hot summers, and cold winters. This lack of information is limiting not only our basic knowledge on the species, but the chances of success in afforestation and reforestation programs. Selection and use of provenances and genotypes with potential resistance to sudden changes in environmental conditions, including cold, is crucial. But for many provenances, we do not have any information. There are several references in the literature studying the effect of cold in *P. halepensis* \[[@CR13], [@CR14]\], but none of them considers the effect of cold at the molecular or metabolic level. One advantage of having this information is that if we identify the physiological or molecular profile of cold-tolerant and cold-sensitive species, we can have a valuable tool to select provenances with more chances to survive under cold environments, as a higher content of a given metabolite may correlate with higher chances of survival. In a previous study we compared the cold tolerance of various seed sources of *P. halepensis*, in a 4-year field experiment in which parameters such as tree diameter, height and survival were evaluated. This allowed us to identify cold-tolerant and cold-sensitive *P. halepensis* seed sources from a pool of different seed provenances \[[@CR15], [@CR16]\]. A similar strategy has been used previously to identify distinctive physiological and molecular traits relevant for drought stress \[[@CR17]\]. In the present study, we have characterized the physiological and molecular responses of different *P. halepensis* seed sources under controlled cold stress conditions. This has allowed us to eliminate variables present in field studies, such as pathogens, different exposure or access to resources, wound stress caused by wind, rain or insect attack, etc. which can differentially affect plants and therefore influence the obtained results. The aim of this study is to characterize the molecular and physiological response of different *P. halepensis* seedlings under controlled cold stress conditions in order to identify distinctive traits between seed sources previously characterized in field as cold-tolerant or cold-sensitive \[[@CR15]\]. Results {#Sec2} ======= In a previous study we characterized 11 different seed sources of *P. halepensis* out planted in a cold habitat and in a temperate habitat in a four-year field trial. Seed sources were selected considering not only spatial distribution but also environmental heterogeneity, prioritizing those that represent contrasted environments. The mentioned selection covered most of the climatic and ecologic regions of the natural range of this species in Spain with a wide spectrum of molecular and phenotypic variation, corresponding to nine Spanish provenances defined for the species and two seed orchards. We determined survival, plant height and plant stem diameter. Using this methodology we could characterize two seed sources as cold-tolerant ('Lev' and 'Mst') and two as cold-sensitive ('Arg' and 'Bet'). A complete description can be found in the following references \[[@CR15], [@CR16]\]. For this study, the seeds were grown under greenhouse conditions in order to avoid the variability due to the field conditions. Physiological response {#Sec3} ---------------------- In order to attain the proposed objective, first we evaluated several physiological parameters both under control conditions and under cold stress (Fig. [1a-g](#Fig1){ref-type="fig"}). Under control growth conditions, we only observed minor differences among the tested seed sources. However, cold stress conditions generated several differences in the physiological and molecular responses of *P. halepensis* seedlings. Water potential (Ψ~w~) of the cold-tolerant seed sources exhibited a significant decrease under the cold stress, as compared to the cold-sensitive ones (*p*-value\< 0.05) (Fig. [1a](#Fig1){ref-type="fig"}). In addition, cold-tolerant seed sources exhibited higher stomatal conductance (*gs*) (Fig. [1b](#Fig1){ref-type="fig"}), transpiration (*E*) (Fig. [1c](#Fig1){ref-type="fig"}) and net photosynthesis (*P*~*n*~) (Fig. [1d](#Fig1){ref-type="fig"}) (*p*-value\< 0.05). Also, maximal efficiency of PSII (*F*v/*F*m), comprised between 0.74 and 0.78 for both treatments, was higher for cold-tolerant seedlings (p-value\> 0.05) (Fig. [1e](#Fig1){ref-type="fig"}). Even though the quantum yield of non-cyclic electron transport (Φ~PSII~) was slightly higher in cold-sensitive seedlings under controlled conditions, cold-tolerant seedlings manifested higher values under cold stress (Fig. [1f](#Fig1){ref-type="fig"}). However, most of the differences, although statistically significant, were small.Fig. 1Physiological measurements of cold-sensitive and cold-tolerant *P. halepensis* seed sources. Water potential, gas exchange and photosynthesis measurements of cold-sensitive and cold-tolerant *P. halepensis* seed sources under control (white bars) and cold-stress (black bars) conditions. Water potential (Ψw) (**a**), stomatal conductance (gs) (**b**), transpiration (**e**) (**c**), Net photosynthesis (Pn) (**d**), Maximal efficiency of PSII (**e**), quantum yield of non-cyclic electron transport (ΦPSII) (**f**) and instantaneous water use efficiency (WUEinst) (**g**). The letters above the bars marks the significant difference among the cold-stressed seed sources following the post hoc Duncan's test. Scale bars are mean + SE, being the number of samples *n* = 5 We completed the physiological analysis by determining the concentration of the photosynthetic pigments. Chlorophyll a concentration was lower in all conditions for cold-tolerant seedlings (Fig. [2a](#Fig2){ref-type="fig"}), but concentrations of chlorophyll b and carotenoid remained similar for all seedlings under both conditions (Fig. [2b and c](#Fig2){ref-type="fig"}). Taken together, these data indicate that we could only observe minor changes in the investigated physiological parameters and in the content of photosynthetic pigments.Fig. 2Photosynthetic pigments and soluble sugars content of cold-sensitive and cold-tolerant *P. halepensis* seed sources. Chlorophyll a (Chl a) (**a**), chlorophyll b (Chl b) (**b**), carotenoid (Car) (**c**), glucose (**d**), fructose (**e**) and sucrose (**f**) were determined for plants under control (white bars) and cold-stress (black bars) conditions. The letters above the bars marks the significant difference among the cold-stressed seed sources following the post hoc Duncan's test. Scale bars are mean + SE, being the number of samples *n* = 5 We also investigated the sugar content of the different seed sources and the changes under cold conditions. Cold stress induced a significant decrease in the glucose concentration. However, the glucose concentration of cold-tolerant seedlings was about two-fold higher than the concentration measured in cold-sensitive seedlings under cold stress conditions. Fructose concentrations were similar for all plants under control conditions, but cold-tolerant seedlings were able to increase fructose concentration under cold conditions, while the fructose concentration dropped about 20% in cold-sensitive provenances (Fig. [2d and e](#Fig2){ref-type="fig"}). Sucrose concentration increased upon cold stress, but we did not find important differences among cold-tolerant or cold-sensitive plants (Fig. [2f](#Fig2){ref-type="fig"}). Molecular response {#Sec4} ------------------ Cold stress is known to decrease membrane fluidity which can induce membrane damage and concomitantly water loss and oxidation, as the loss of fluidity affects the different electronic transport chains and increases the production of reactive oxygen species (ROS). Some amino acids can act as precursors for antioxidants or osmolytes or act themselves as osmolytes to prevent the deleterious effect of cold stress. Also, the tripeptide glutathione is a main determinant of the oxidative response in *P. halepensis* \[[@CR17]\]. There is no description in the literature of the behaviour of the free amino acid pools under cold stress in the genus Pinus, so we investigated the glutathione and the complete free amino acid profiles of *P. halepensis* under the studied conditions, and the difference among provenances. The glutathione (GSH) concentration was higher in cold-tolerant seedlings, and also increased upon cold stress and accumulated approximately around five-fold more in cold-tolerant seedlings than in the cold-sensitive ones (Fig. [3a](#Fig3){ref-type="fig"}). Methionine (Met) concentrations increased under cold conditions while cysteine (Cys) and serine (Ser) concentrations decreased (Fig. [3b, d](#Fig3){ref-type="fig"}). However, there was no clear distinctive pattern between cold-tolerant and cold-sensitive seedlings for sulphur containing amino acids and serine, as the one observed for glutathione (Fig. [3](#Fig3){ref-type="fig"}).Fig. 3Glutathione, sulphur containing amino acids and serine content of cold-sensitive and cold-tolerant *P. halepensis* seed sources. Glutathione (GSH) (**a**), cysteine (Cys) (**b**), methionine (Met) (**c**) and serine (Ser) (**d**) were determined for plants under control (white bars) and cold-stress (black bars) conditions. The letters above the bars marks the significant difference among the cold-stressed seed sources following the post hoc Duncan's test. Scale bars are mean + SE, being the number of samples *n* = 5 Proline (Pro) and glycine (Gly) are known to contribute to the osmotic adjustment and, as expected, proline accumulated significantly under cold stress and the accumulation in cold-tolerant seed sources was about two-fold higher (Fig. [4a](#Fig4){ref-type="fig"}). Interestingly, Gly concentrations were significantly higher in cold-tolerant seed sources under controlled conditions whereas, a significant increase was noted under cold stressed conditions in cold-sensitive seedlings, in contrast to a significant decrease in cold-tolerant seedlings (Fig. [4b](#Fig4){ref-type="fig"}). Gly is a component of the tripeptide GSH, so this decrease in cold-tolerant seedlings could be explained by the higher content of GSH observed in Fig. [3a](#Fig3){ref-type="fig"}.Fig. 4Non-polar amino acids and histidine content of cold-sensitive and cold-tolerant *P. halepensis* seed sources. Proline (Pro) (**a**), glycine (Gly) (**b**), alanine (Ala) (**c**), isoleucine/leucine (Ile/Leu) (**d**), histidine (His) (**e**), tyrosine (Tyr) (**f**), phenylalanine (Phe) (**g**), valine (Val) (**h**) and tryptophan (Trp) (**i**) were determined under control (white bars) and cold-stress (black bars) conditions The letters above the bars marks the significant difference among the cold-stressed seed sources following the post hoc Duncan's test. Scale bars are mean + SE, being the number of samples *n* = 5 Changes in the hydrophobic amino acids alanine (Ala), isoleucine/leucine (Ile/Leu) and valine (Val) were also noteworthy; they decreased dramatically under cold stress and were higher for cold-sensitive seedlings (Fig. [4c, d](#Fig4){ref-type="fig"} and [h](#Fig4){ref-type="fig"}). The Ala concentration was five-fold higher in cold-sensitive seedlings (Fig. [4a](#Fig4){ref-type="fig"}). In contrast, the phenylalanine concentration (Phe) increased significantly under cold stress. Concentrations of Phe were significantly higher in cold-tolerant seedlings under both treatments (Fig. [4g](#Fig4){ref-type="fig"}). For polar amino acids, histidine (His) concentrations increased about four-fold under cold stressed conditions and its concentration was higher in the cold-tolerant seedlings under both conditions (Fig. [4e](#Fig4){ref-type="fig"}). Under cold stress, seedlings accumulated higher concentrations of His and tyrosine (Tyr) (Fig. [4e](#Fig4){ref-type="fig"} and [f](#Fig4){ref-type="fig"}). Tryptophan (Trp) concentrations did not differ among seedlings under controlled conditions. However, under cold stress, concentrations increased and the rise was significantly higher for cold-tolerant seedlings (Fig. [4i](#Fig4){ref-type="fig"}). Regarding polar or charged amino acids, under cold stress there was an increase in the concentrations of arginine (Arg), glutamic acid (Glu) and aspartic acid (Asp), and in all cases the content under cold stress conditions was higher for cold-tolerant seed sources (Fig. [5a, e](#Fig5){ref-type="fig"} and [f](#Fig5){ref-type="fig"}), while the situation was reversed for asparagine (Asn) (Fig. [5b](#Fig5){ref-type="fig"}). Cold stress induced a decrease in the concentration of Threonine (Thr) and lysine (Lys), but there were only minor differences among cold-tolerant and cold-sensitive seed sources (Fig. [5b-d](#Fig5){ref-type="fig"}).Fig. 5Polar or charged amino acids content of cold-sensitive and cold-tolerant *P. halepensis* seed sources. Arginine (Arg) (**a**), asparagine (Asn) (**b**), threonine (Thr) (**c**), lysine/glutamine (Lys) (**d**), glutamic acid (Glu) (**e**) and aspartic acid (Asp) (**f**) were determined under control (white bars) and cold-stress (black bars) conditions. The letters above the bars marks the significant difference among the cold-stressed seed sources following the post hoc Duncan's test. Scale bars are mean + SE, being the number of samples *n* = 5 Discussion {#Sec5} ========== *P. halepensis* is widely used in reforestation programs due to its aptitude to acclimate to different environmental and soil conditions \[[@CR18]\]. In this study, we have compared at the physiological and molecular level the effect of cold stress among several *P. halepensis* seed sources, previously characterized in field experiments as cold-tolerant or cold-sensitive \[[@CR15], [@CR16]\]. The main objective of this work is to characterize the *P. halepensis* response to cold stress and identify distinctive physiological and molecular parameters among cold-tolerant and cold-sensitive provenances. The main finding was that under control conditions all seed sources behave in a similar way, with very few exceptions. Most of the differences between cold-tolerant and cold-sensitive sources appeared when plants were under cold stress conditions. Although some differences were statistically significant, the physiological parameters evaluated in Fig. [1](#Fig1){ref-type="fig"} and the photosynthetic pigments (Fig. [2a-c](#Fig2){ref-type="fig"}) presented small changes between different seed sources both in control and stress conditions, indicating that the parameters evaluated were behaving in a similar way in both provenances. A different scenario appeared when we evaluated soluble sugars. These molecules have been related to stress tolerance in plants \[[@CR19], [@CR20]\]. Membrane fluidity iscompromised under cold stress and damage can induce water loss, ROS production and decreases intracellular vesicular transport which affects basic processes such as auxin transport and ion homeostasis \[[@CR21]\]. Soluble sugars can act as osmoprotectants against membrane injuries and might be involved in ROS scavenging (hydroxyl radicals) under stress conditions \[[@CR20], [@CR22], [@CR23]\]. Cold tolerant seedlings accumulate about 25% more glucose and 33% more fructose than cold-sensitive seedlings under stress conditions. Sucrose concentrations increased about four-fold upon cold stress, indicating that is involved in the cold response, but changes were similar in both provenances (Fig. [2d-f](#Fig2){ref-type="fig"}). A side effect of the mentioned loss of membrane fluidity due to cold stress is the increase of oxidation due to the uncoupling of the electron transport chains. GSH is one of the most important thiols involved in the prevention of oxidative damage in plant cells \[[@CR24], [@CR25]\]. The results obtained throughout this study confirmed that GSH accumulation should be considered also as a distinctive and a key factor for cold tolerance in *P. halepensis.* We have shown that cold-tolerant seedlings exhibit a higher basal level under control conditions, and presented a four-fold increase under cold stress (Fig. [4a](#Fig4){ref-type="fig"}). Concomitantly cold-tolerant seedlings had less Cys and Ser (Figs. [3b, d](#Fig3){ref-type="fig"} and [4b](#Fig4){ref-type="fig"}). Cys is a constituent of the GSH tripeptide, which is biosynthesized from Ser, and its biosynthesis may become a limiting factor for stress tolerance \[[@CR21]\]. Several studies have reported the change of the plant pattern of amino acids under cold stress \[[@CR26]\]. However, this is the first complete analysis of free amino acids performed on different *P. halepensis* seed sources under cold stress. Free amino acid pools differ significantly under cold stress. In general, there were significant increases in the contents of Pro, His, Phe, Trp, Arg, Glu and Asp, along with a decrease in Ala, Iso/Leu, and Asn, concentrations (Figs. [4](#Fig4){ref-type="fig"} and [5](#Fig5){ref-type="fig"}). Interestingly, Gly content increases significantly in cold-sensitive seedlings under cold-stress and decreases significantly in cold-tolerant ones (Fig. [4b](#Fig4){ref-type="fig"}). The variation of Gly content, similar to that of Cys, could be related to the GSH cell level, given that Gly is also a constituent of GSH \[[@CR21]\]. It should be noted that the Trp levels increased under cold stress mainly for cold-tolerant seedlings. Similar results were reported before in *Picea mariana* seedlings \[[@CR27]\] and *Pinus resinosa* needles \[[@CR28]\]. In yeast, Trp uptake is very sensitive to membrane fluidity \[[@CR29]\], so a similar process might occur in *P. halepensis*, as an increase in Trp content correlates with cold tolerance. We have also determined that Pro and Arg concentrations increased upon cold stress. An increase in Pro concentration has also been observed in *Picea glauca* \[[@CR27]\]*, Picea mariana* \[[@CR28]\]*, Pinus resinosa* and *Picea obovata* \[[@CR30]\]. Arg content increased also in response to cold stress in different woody species \[[@CR31]\] . In our case, the increase in Pro and Arg concentrations were about two-fold higher and up to 60% in cold-tolerant seedlings respectively. This can be in part responsible for the in-field observed tolerance as Pro and Arg have an important role as osmolytes. Conclusion {#Sec6} ========== The main conclusion of our study is that when we compare cold-tolerant and cold-sensitive seedling of *P. halepensis*, we could not detect marked changes in physiological parameters such as transpiration or photosynthesis rate, indicating that the distinctive response is not exerted at the physiological level. However when we investigated the metabolite concentrations we found that glucose, fructose, GSH, Pro, Arg, and Trp were higher in cold-tolerant seedlings. GSH is an antioxidant, while glucose, fructose, proline and arginine can function as osmolytes to prevent water loss. It is likely that Trp transport is impaired under cold conditions. So the increased accumulation of antioxidants and osmolytes, together with Trp, are the most distinctive features of cold-tolerant seedlings, indicating that the differential response is due to molecular rather than physiological changes. An outcome of this report is that the analysis and determination of glucose, fructose, GSH, Pro, Arg and Trp might constitute a valuable tool in order to select previously uncharacterized provenances with higher chances to adapt to cold environments when data from long-term field trials are not available. Methods {#Sec7} ======= Experimental design and treatments {#Sec8} ---------------------------------- The study was performed on four *P. halepensis* seed sources selected among the recognized variability that have been tested before in field provenance trials over 4-years (1 year in the nursery+ 3 years in field) for survival, growth (height and stem diameterunder low temperatures \[[@CR15], [@CR16]\]. Based on these results, seed sources of 'Maestrazgo Los Serranos' (Mst) and 'Levante Interior' (Lev) were considered tolerant to low temperatures whereas those of 'Bética Septentrional/Sur' (Bet) and 'Ibérico Aragonés' (Arg) were considered sensitive. Seeds were grown in Forespot© 300 containers according to the common procedures reported for this species in the literature. The 16 cm deep plastic tray consists of 54 cells providing a density of 360 seedlings m^− 2^ \[[@CR17], [@CR31]\] filled with a mixture of sphagnum peat vermiculite-pine bark (3:1:1 *v*/v) and arranged in a complete random block design with six blocks where the different seed sources were randomized within the block. Seedlings were grown under controlled conditions in a growth chamber set at a 24 °C/16 °C day/night temperatures, photoperiod of 16 h (200 μmol m^− 2^ s^− 1^) and a relative humidity at 70% (Additional file [1](#MOESM1){ref-type="media"}: Figure S1). Irrigation was performed to full capacity every 2 days alternatively twice by water and once by complete Hoagland's nutrient solution \[[@CR32]\]. After a growth period of 25 weeks, healthy seedlings of similar size from each seed source, accounting for 15 replicates per seed source, were randomly assigned to control and low temperature treatment; control seedlings were sustained under the same growth conditions whereas low temperature treatment was applied throughout reducing temperature gradually, to avoid catastrophic xylem cavitation and deleterious associated effects, then set to a final temperature of 6 °C. Seedlings were kept under this temperature during 3 weeks and measurements were carried out at the end of the experiment. Physiological measurements {#Sec9} -------------------------- Seedling water potential (Ψ~w~, MPa) was measured with a Scholander-type pressure pump (model PMS-1000, PMS Instruments, Corvallis, OR, United States) on five seedlings selected randomly from each seed source per treatment. Instantaneous determinations of net CO~2~ assimilation (*P*~n~, μmol CO~2~ m^− 2^ s^− 1^), stomatal conductance (*g*~s~, mol m^− 2^ s^− 1^), transpiration *E* (mmol H~2~O m^− 2^ s^− 1^), and instantaneous water use efficiency (WUE~inst~; μmol CO~2~ mmol^− 1^ H~2~O) calculated as assimilation divided by transpiration *P*~n~/*E*, were also determined in five seedlings per seed source per treatment using a portable photosynthesis open-system (Model LI-6400, LI-COR Biosciences Inc., Lincoln, NE, United States). Gas exchange variables were estimated under conditions of saturating light (1500 μmol photon m^− 2^ s^− 1^), 25 °C and environmental CO~2~ (390 μmol mol^−1^CO~2~) maintaining the relative humidity in the chamber at approximately 55 ± 5%. All gas-exchange measurements were expressed as a function of needle-projected area. Maximal photochemical efficiency of PSII (*F*v*/F*m) was determined at predawn using a chlorophyll fluorometer (PAM 2000, Walz, Effedrich, Germany). Φ~PSII~ (quantum yield of non-cyclic electron transport) was estimated as (Fm′--Fs′)/Fm′ under steady-state conditions of illumination. It was determined early in the morning by using an open gas exchange system (LI-6400; LI-COR, Inc., Lincoln, NE, United States) with an integrated fluorescence chamber (LI-6400-40 leaf chamber fluorometer; LI-COR). Φ~PSII~ was determined in the same set of needles used for the gas exchange analysis. Maximal efficiency of PSII and ΦPSII were calculated according to Maxwell and Johnson \[[@CR33]\]. Molecular analysis {#Sec10} ------------------ Chlorophyll a (Chl a), chlorophyll b (Chl b), and carotenoids (Car) concentrations were determined spectrophotometrically using the Lichtenthaler method \[[@CR34]\]. Soluble sugars were determined by grinding 0.2 g of needles (fresh weight) in liquid nitrogen with a mortar and pestle, and then the homogenized powder was resuspended in 1 mL water and measured as described in Fayos et al. \[[@CR35]\]. Specifically, the samples were incubated at 95 °C for 10 min, cooled on ice and centrifuged at 4 °C for 5 min to remove debris. The supernatants were filtered through Sep-Pak Plus C-18 solid phase cartridges (Waters). The soluble sugar fraction (mono and oligosaccharides) was separated by chromatography in a Waters 1525 HPLC system equipped with an evaporative light scattering detector (2424 ELSD). Aliquots (20 μl) were injected into the column ProntoSil 120-amino 3 μm (125 mm × 4.6 mm i.d.) with a Waters 717 autosampler. Elution was carried out at room temperature under isocratic conditions using a mixture of acetonitrile (J.T. Baker) and H~2~O (Milli-Q Millipore) (85:15) at a flow rate of 1 mL/min during 25 min. The conditions of the light scattering detector were the following: gain 75, data rate 1 pps, nebulizer heating 60%, drift tube 50 °C, and gas pressure 40 psi. Sugars were quantified with the Waters Empower software using glucose, fructose, sucrose, and sorbitol standards for the calibration curves. Glutathione (GSH) and free amino acids were extracted from 2 g of needles according to the method described in Mulet et al. \[[@CR24]\]. In brief, plant material was pooled and homogenized in liquid nitrogen. Each pooled sample (0.10 g of FW) was heated 12 min at 95 °C in 2% isocitrate buffer (pH 2 with HCl). 1/10 dilutions of these extractions were injected in a Beckman Gold amino acid automatic analyser. The analysis was carried out following the protocol provided by the manufacturer, using a sodium citrate system and ninhydrin for detection. Statistical analysis {#Sec11} -------------------- Data were subjected to analysis of variance with tolerance/sensitivity and seed sources as variables, seed source was nested to tolerance/sensitivity to determine differences among cold-tolerant and cold-sensitive seed sources separately, under controlled conditions, and then under cold stressed conditions. Additional analysis of variance was carried out to determine significant differences between means at *P* \< 0.05 level. Homogeneous groups were separated using the Duncan's test. In all cases, data were examined for normality and homogeneity of variances and assessed for any violations of assumptions using the Duncan's test. Additional file =============== {#Sec12} Additional file 1:**Figure S1.** Representative pictures of the greenhouse experimental set up. (JPG 613 kb) We are indebted to Prof. Lynne Yenush for the revision and correction of the manuscript. Funding {#FPar1} ======= This study is a part of the research project: "Application of molecular biology techniques in forest restoration in Mediterranean environments, PAID-05-11" funded by the Universitat Politècnica de València (UPV), program for supporting R&D of new multidisciplinary research lines. The authors are grateful to the Ministerio de Economía y Competitividad AGL2014--57431-P and BIO2016--77776-P. AV was supported by project Survive-2 (CGL2015--69773-C2--2-P MINECO/FEDER) by the Spanish Government and Prometeo program (DESESTRES Generalitat Valenciana). CEAM is funded by Generalitat Valenciana. None of the funding bodies was involved in the design of the study; collection, analysis, and interpretation of data; and in writing of the manuscript which were performed entirely by the signing authors. Availability of data and materials {#FPar2} ================================== Relevant data generated or analyzed during this study are included in this published article. Raw data is available upon reasonable request to the corresponding author. KT planned, performed experiments and wrote the paper. AV designed and assisted the experiments of photosynthetic gas exchange and chlorophyll fluorescence and also performed some of the measurements together with KT. JB and ML-G helped with the sugar content analysis. JL-N undertook the free amino acid analysis. AdC and JM planned and guided experiments and revised the paper. JM wrote the revised version of the paper. All authors have read and approved the manuscript. Ethics approval and consent to participate {#FPar3} ========================================== Seeds used in this study were obtained from the Spanish national center of forest genetic resources El Serranillo, in Guadalajara (Spain) and were provided by Ana Aguado, forest engineer of the Ministry of Environment, Rural and Marine affairs, according to the terms of the contract subscribed between the Universitat Politècnica de València (UPV) and the public partnership TRAGSA entitled: "Study of seedling quality and field performance of 12 seed sources of *Pinus halepensis* Mill.". This contract was in agreement with all the Spanish and European regulations on the subject. Consent for publication {#FPar4} ======================= Not applicable Competing interests {#FPar5} =================== The authors declare that they have no competing interests. Publisher's Note {#FPar6} ================ Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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Affix grammar An affix grammar is a kind of formal grammar; it is used to describe the syntax of languages, mainly computer languages, using an approach based on how natural language is typically described. The grammatical rules of an affix grammar are those of a context-free grammar, except that certain parts in the nonterminals (the affixes) are used as arguments. If the same affix occurs multiple times in a rule, its value must agree, i.e. it must be the same everywhere. In some types of affix grammar, more complex relationships between affix values are possible. Example We can describe an extremely simple fragment of English in the following manner: Sentence → Subject Predicate Subject → Noun Predicate → Verb Object Object → Noun Noun → John Noun → Mary Noun → children Noun → parents Verb → like Verb → likes Verb → help Verb → helps This context-free grammar describes simple sentences such as John likes children Mary helps John children help parents parents like John With more nouns and verbs, and more rules to introduce other parts of speech, a large range of English sentences can be described; so this is a promising approach for describing the syntax of English. However, the given grammar also describes sentences such as John like children children helps parents These sentences are wrong: in English, subject and verb have a grammatical number, which must agree. An affix grammar can express this directly: Sentence → Subject + number Predicate+number Subject + number → Noun + number Predicate + number → Verb + number Object Object → Noun + number Noun + singular → John Noun + singular → Mary Noun + plural → children Noun + plural → parents Verb + singular → likes Verb + plural → like Verb + singular → helps Verb + plural → help This grammar only describes correct English sentences, although it could be argued that John likes John is still incorrect and should instead read John likes himself This, too, can be incorporated using affixes, if the means of describing the relationships between different affix values are powerful enough. As remarked above, these means depend on the type of affix grammar chosen. Types In the simplest type of affix grammar, affixes can only take values from a finite domain, and affix values can only be related through agreement, as in the example. Applied in this way, affixes increase compactness of grammars, but do not add expressive power. Another approach is to allow affixes to take arbitrary strings as values and allow concatenations of affixes to be used in rules. The ranges of allowable values for affixes can be described with context-free grammar rules. This produces the formalism of two-level grammars, also known as Van Wijngaarden grammars or 2VW grammars. These have been successfully used to describe complicated languages, in particular, the syntax of the Algol 68 programming language. However, it turns out that, even though affix values can only be manipulated with string concatenation, this formalism is Turing complete; hence, even the most basic questions about the language described by an arbitrary 2VW grammar are undecidable in general. Extended Affix Grammars, developed in the 1980s, are a more restricted version of the same idea. They were mainly applied to describe the grammar of natural language, e.g. English. Another possibility is to allow the values of affixes to be computed by code written in some programming language. Two basic approaches have been used: In attribute grammars, the affixes (called attributes) can take values from arbitrary domains (e.g. integer or real numbers, complex data structures) and arbitrary functions can be specified, written in a language of choice, to describe how affix values in rules are derived from each other. In CDL (the Compiler Description Language) and its successor CDL2, developed in the 1970s, fragments of source code (usually in assembly language) can be used in rules instead of normal right-hand sides, allowing primitives for input scanning and affix value computations to be expressed directly. Designed as a basis for practical compiler construction, this approach was used to write compilers, and other software, e.g. a text editor. References Category:Formal languages Category:Compiler construction Category:Syntax Category:Grammar frameworks
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Information Graphics, Photos and Images Public Transportation Savings [Infographic] admin • 6 years ago In today’s modern world there are several “green” movements that are attempting to enrich the planet and make it a better, more sustainable place to live. Activities ranging from planting trees to using biodegradable or reusable grocery bags are among the ways that people are helping the environment, but one of the most vitally important ways to help involves getting from Point A to Point B: carpooling and public transportation. Today’s infographic from creditdonkey.com outlines the positive impact that increased public transportation has made in the past few years. Thanks to so many people opting not to use their cars, as much as 37 million tons of CO2 are not released and 340 million gallons of fuel aren’t used annually. That’s a lot of saved money on gas! If you live in a metropolitan area, public transportation is a great way to not only dip less into our natural resources but also to help potentially save a good deal of money on the cost of getting around, and carpooling can be equally as helpful for those that don’t live near public means of transportation. For more information on the benefits of public transportation refer to the infographic below.
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Background & Summary {#Sec1} ==================== Among insects, bees are the main pollinators for the majority of plants, being essential in both natural and crop environments for the provision of pollination services and for ensuring global food security to human population^[@CR1],[@CR2]^. Additionally, these insects can be used as a means to improve human livelihoods, biodiversity conservation, and scientific, cultural and recreational development in natural, agricultural or urbanized landscapes^[@CR3],[@CR4]^. In fact, the economic value of pollination services can be estimated for agricultural areas^[@CR5],[@CR6]^. When considering natural areas, however, this value may be difficult to estimate, but this ecosystem function does influence local environmental quality, species conservation and the supply of native pollinators to crop fields^[@CR7]--[@CR10]^. Nevertheless, a global pollinator decline has been reported, mainly for managed species (e.g., *Apis mellifera* L.), but also for wild species (e.g., other bees, birds and bats)^[@CR11]^, which directly affects the worldwide provision of pollination services^[@CR12]^. Planetary decline and non-random loss of biodiversity have been reported in response to anthropogenic-driven actions^[@CR13]^. Factors implicated in bee species decline include habitat loss due to landscape change, competition with invasive species for resources, emergent species (including pathogens), pesticides and climate change^[@CR12],[@CR14]--[@CR16]^. Linking ecosystem functioning to biodiversity conservation is fundamental in determining the aims of policies and strategies for species and ecosystem conservation in the long term^[@CR17]^. In this context, the use of functional traits has arisen as a direct means of addressing the abovementioned link^[@CR18],[@CR19]^ (Fig. [1](#Fig1){ref-type="fig"}).Fig. 1Graphical abstract showing the importance of the functional traits provided by this work and their relationship with studies on biodiversity conservation and ecosystem services provisioning. Pollination success is related to pollinator species occurrence and availability^[@CR16]^, but it also depends on the biological community assembly^[@CR17],[@CR20]--[@CR22]^ and on the relationship between flower traits (e.g., size and morphology) and the body size of its visitors^[@CR23]^. Castilla *et al*.^[@CR24]^ showed that pollinator body size contributes to plant seed viability but is apparently not related to long-distance genetic flow. Furthermore, pollination is a mobile agent-dependent ecosystem function that directly relies on the flight range capability of the pollinator agent^[@CR25]^. For bee species, a positive relationship between body size and flight range has been well documented^[@CR26],[@CR27]^, and foraging distance can determine the spatial scale within the landscapes at which bees are able to visit flowering plants^[@CR28],[@CR29]^ (Fig. [2](#Fig2){ref-type="fig"}).Fig. 2Flight range of each body size category with an overview of the main bee-pollinated crops and their main pollinators present in the study sites. (**a**) Carajás National Forest, eastern Amazon; (**b**) Nova Lima municipality, southeastern Atlantic forest. Ecosystem functioning relies mostly on a species' ability to perform vital ecosystem functions^[@CR30]^, and functional traits are the species characteristics that link them to their ecological function^[@CR31]^. Bees are the major pollinator of plants because they directly depend on the supply of food provided by flowers (pollen and nectar)^[@CR32]^. Floral rewards, however, are not the only requirement of bees to endure in the environment; they also require a nesting substrate and favorable landscape and climatic conditions^[@CR15],[@CR33]^. Thus, our aim is to provide a database of species traits for Brazilian bees that are of significance to ecology and conservation^[@CR29],[@CR34],[@CR35]^. Some important traits that explain bee community structure include body size, flight range, sociality, nesting location, nest behavior and diet^[@CR29],[@CR34],[@CR35]^. Here, we compiled a dataset of bee species from the Brazilian iron-rich mountains located in the Amazon (Pará State) and Atlantic Forest (Minas Gerais State). The dataset contains records of bees collected from 1983 to 2018 but in disconnected time frames. It represents one of the most comprehensive and robust datasets of bee species from Brazil and a unique dataset of bee species (including functional traits) from the Amazon forest, encompassing nearly 80% of the bee fauna from the eastern Amazon^[@CR36]^. A total of 328 bee species records are provided here^[@CR37]^. For those species, the following ecological traits are presented: body size, flight range, Neotropical distribution, crop pollination records, sociality and nesting substrate (Fig. [1](#Fig1){ref-type="fig"}). Methods {#Sec2} ======= Sites {#Sec3} ----- ### Carajás national forest {#Sec4} The Carajás National Forest (05°52′S--06°33′S, 49°53′W--50°45′W) is located in the southeastern portion of Pará State, Brazil (Fig. [3a](#Fig3){ref-type="fig"}). Carajás is an Amazonian domain area, mainly covered by forest formations^[@CR38],[@CR39]^. It is located at an altitudinal range of 700 to 800 meters above sea level. The climate in this region is characterized as rainy tropical with winter drought (AWi), according to Koppen's classification, with an annual precipitation range of more than 2000 mm and a well-defined drought period from June to September. The average temperature ranges from 25° to 26 °C, but the absolute recorded values range from 15 °C, from July to October, to 38 °C in the remaining months of the year. The predominant vegetation cover is evergreen ombrophilous forests; however, there are also areas of stationary vegetation with different degrees of deciduousness^[@CR39]^. The largest Brazilian mineral extraction project is located in Carajás and deals primarily with the extraction of iron ore but also other minerals. It was initiated in the late 1980s and remains active to the present date.Fig. 3Study sites. (**a**) Serra dos Carajás in Pará State, eastern Amazon, northern Brazil. (**b**) Nova Lima in Minas Gerais State, Iron Quadrangle, Southeastern Brazil. ### Nova lima {#Sec5} Nova Lima is a Brazilian municipality in the state of Minas Gerais (Fig. [3b](#Fig3){ref-type="fig"}). Located in a mountainous landscape surrounded by the Serra do Curral and Serra da Moeda (altitude range: 900 to 1400 m), it is part of the region denominated as the "Plateaus and Mountain ranges of the East-Southern Atlantic" and is mainly composed of metamorphic rocks. The climate is hot and temperate and is classified as Cfa (subtropical humid climate). The average rainfall is 1390 mm per year, with August being the driest month and December the month with the highest precipitation. The average temperature is 23 °C; January is the warmest month of the year, and the lowest temperature occurs in June, i.e., an average temperature of 17.6 °C. The area of the municipality is 430 km^2^, and the population is estimated to be 92,000 inhabitants with a 0.8 HDI (human development index) (Brazilian Institute of Geography and Statistics - IBGE). The region has intense mineral extraction activities, including the mines of Morro Velho, Mostardas and Rio de Peixe, in addition to the recently closed mine of Águas Claras; the most important minerals are iron and gold. The city of Nova Lima integrates the metropolitan region of the state's capital, Belo Horizonte (with approximately 2.5 billion inhabitants). Experimental and sampling design {#Sec6} -------------------------------- The list of bee species names was obtained from two Brazilian entomological collections as the main repositories for specimens collected in both Carajás and Nova Lima, i.e., the Museu Paraense Emilio Goeldi (MPEG) entomological collection and the Universidade Federal de Minas Gerais (UFMG) entomological collection. Neither of these collections have online databases. Specimens of both collections were validated by specialists (for specimens' IDs see^[@CR37]^). Therefore, our dataset contains those records whose specimens were located and certified by specialists for both collections^[@CR37]^. At MPEG, we found bees from Carajás that were collected in the Serra Norte area (Fig. [3a](#Fig3){ref-type="fig"}) from 1983 to 2018. At UFMG, we found bees from Carajás that were collected in the Serra Norte and Serra Sul areas (Fig. [3a](#Fig3){ref-type="fig"}) during the 2008 to 2017 period. Bees from Nova Lima (Fig. [3b](#Fig3){ref-type="fig"}), collected from 1998 to 2017, were found only at UFMG. Bees were mainly collected with the use of entomological nets (active search), odoriferous traps (for male orchid bees, tribe Euglossini) and flight interception traps (malaise). Sampling efforts were not standardized, as a number of different researchers conducted their field work at these locations to answer several unrelated questions. A total of 328 bee species have been recorded in these two areas, corresponding to more than 20% of the estimated 1500 bee species recorded in Brazil^[@CR40]^. A total of 222 species were recorded in Carajás, representing nearly 80% of the bee fauna in Pará State, eastern Amazon (the 2^nd^ largest Brazilian state and the world's 13^th^ largest state)^[@CR36]^. More than 30% of these species are social (mostly the Meliponini tribe, but also the Bombini and Apini tribes), nesting mainly in pre-existing cavities (47%) or in the ground (22%), and 33% of these bees (at least at the generic level) have been identified as crop pollinators. A total of 144 species were recorded in Nova Lima, representing 65% of the bee fauna in Minas Gerais State (the 4^th^ largest Brazilian state)^[@CR36]^. Nearly 80% of these species are solitary, more than 50% nest in the ground and 37% have been reported to be pollinators of Brazilian crops. Although extensive sampling efforts were previously carried out in these areas, our dataset does not represent a final list but rather the consolidation of past sampling efforts together with species traits that are of great importance for ecological analysis and pollination services valuation^[@CR10]^. New field sampling strategies are currently being carried out, following standardized methodology, to equalize sampling efforts and provide future comparison. Further steps will include a better understanding of the ecological functioning in these areas, with practical implications for the ecological restoration of mine-land rehabilitated areas in the Amazon Forest. Additionally, bee taxonomy for the Neotropical region is not complete, and recent taxonomic reviews continue to reveal new species, mainly from the less studied and most speciose areas, such as tropical rain forests^[@CR36],[@CR41],[@CR42]^. From this large dataset, it will be possible to answer more complex questions on the functioning of these ecosystems, such as the importance of the bees in each of these environments, the value of the ecosystem services they may provide and how these species will respond to ongoing global changes. Our database adds a robust set of trait-based information for Brazilian wild bees. We apply techniques that were previously reported in the literature^[@CR9],[@CR10],[@CR24],[@CR26],[@CR27]^ and that are necessary for the advancement of functional ecology and the understanding of wild bees and their role in crop pollination and the provision of ecosystem services^[@CR28],[@CR29]^. Traits acquisition and laboratory research methods {#Sec7} -------------------------------------------------- ### Body size, size classes and flight range {#Sec8} Bees from the two abovementioned entomological collections were analyzed under a stereomicroscope coupled with a calibrated micrometric ocular. Body size measurements were based on the bees' intertegular distance (hereafter ITD) (Fig. [4i](#Fig4){ref-type="fig"}). We measured up to five specimens of each species and the average value was calculated^[@CR37]^. ITD measures represent the mesoscutum width of each bee species, which is the body section where the alary muscles are located. Bees with a larger ITD have been shown to be able to fly longer distances across landscapes^[@CR26]^. The estimation of the flight distance of each bee species was calculated from the ITD measurement and taxonomic position using equations presented in^[@CR27]^. Flight range estimations were based on models generated from previous on-site experiments for both social^[@CR43],[@CR44]^ and solitary bees^[@CR45],[@CR46]^. Recorded flight range experiments used two standard methodologies: (1) the release of marked bees at known distances from their nests and their recapture at the nest entrance (homing distance), considering the maximum homing distance (mhd -- 90% return rate) and typical homing distance (thd -- 50% return rate) and (2) feeder training techniques, which record the maximum energetically profitable foraging distance for a bee to forage at an artificial feeder (maximum foraging distance -- mfd) and the distance to which bees stop recruiting nest mates to an artificial feeder (maximum communication distance -- mcd)^[@CR26]^.Fig. 4Bees body size and their relation to flight range. (**a**) Photos of bees showing their different body size classes. (**a**) Lateral view of *Hylaeus tricolor* (Schrottky, 1906) (**b**) *Augochloropsis callichroa* (Cockerell, 1900) (**c**) *Melipona seminigra* Moure & Kerr, 1950 (**d**) *Megachile orba* Schrottky, 1913 (**e**) *Euglossa amazonica* Dressler, 1982 (**f**) *Bombus transversalis* (Olivier, 1789) (**g**) *Eulaema cingulata* (Fabricius, 1804) (**h**) *Xylocopa frontalis* (Olivier, 1789). Photos by Fernanda Trancoso. (i) Dorsal view of a Euglossini bee with ITD (intertegular distance) measure. Photo by Rafael Borges. (**b**) Non-linear correlation between bees body size and flight range (estimated as the highest measurement obtained), dots represent bees in our data set and colors indicate body size categories (r² = 0.88). We classified bees into three body size categories according to their ITD measures: small, medium and large (Fig. [4a](#Fig4){ref-type="fig"}). As body size and flight range are positively correlated, our body size categories also indicate maximum flight range, being up to 1 km for small bees, up to 5 km for medium bees and up to 30 km for large bees (Fig. [4b](#Fig4){ref-type="fig"}). Body size categories were established using the body size of bees in the genus *Melipona* Illiger as a standard for the medium-size class. Thus, ITD measures for the medium-size class ranged from 2.2 to 3.9 mm, with 2.2 mm being the ITD of *Melipona amazonica* Schulz, 1905, the smaller *Melipona* species in our dataset, and 3.9 mm being the ITD of *Melipona fuliginosa* Lepeletier, 1836, the larger *Melipona* species in our dataset. Bees with an ITD smaller than 2.2 mm were classified as small (e.g., *Trigonisca, Plebeia* and *Augochlora*), and bees with an ITD larger than 3.9 mm were classified as large (e.g., *Xylocopa, Centris* and *Eulaema*). Although arbitrary, our body-size classes are related to the fact that *Melipona* bees are commonly known as medium-sized bees. Additionally, our classes agree with those previously established in other papers^[@CR24],[@CR47]--[@CR50]^ although some of those papers did not include *Melipona* bees. Therefore, we believe our classification is an appropriate standard for size classification of bees worldwide. To date, ours is the most species-rich dataset, which represents five bee families (Apidae, Andrenidae, Colletidae, Halictidae, Megachille) and includes the widest range of body size measurements reported. For example, the dataset includes the very large species *Xylocopa frontalis* (Olivier, 1789) (ITD = 8.4 mm) and also the minute *Trigonisca variegatifrons* Albuquerque and Camargo, 2007 (ITD = 0.6 mm). ### Taxonomic ranks, known distribution, distribution area, new record, locality and location of measured specimens {#Sec9} Information on the taxonomic ranks (family, tribe, genus, subgenus, specific epithet, scientific name authorship) and known Neotropical distribution of each species were acquired using the online version of Moure's bee catalog (available at <http://moure.cria.org.br>). Additionally, we searched and included updated information from the literature (after 2014, which was the last catalog update) when available. We chose to use Michener's^[@CR32]^ family classification instead of that provided in the catalog, as this classification is mostly used in other regions of the world besides Brazil. We included new occurrence records for all the specimens collected out of the known distribution provided in the Moure's bee catalog. Locality represents where each species was collected in our study sites. Localities from Carajás National Forest are Bocaina and Canaã dos Carajás from Serra Sul area and Carajás and Parauapebas from Serra Norte area. Remaining bee species were collected in Nova Lima. Location of measured specimens indicate in which entomological collection (MPEG or UFMG) we found and measured the specimens collected at our study sites. For each of the specimens measured at the entomological collections (MPEG and UFMG) we provide the complete label information as well as specimen ITD measure^[@CR37]^. ### Crop pollination {#Sec10} Information on crop pollinator species was obtained from the database published by Giannini *et al*.^[@CR51]^, which includes an extensive assessment of crop pollinators in Brazil. This database contains all the published interactions recorded between Brazilian crops and their pollinators, including the information source and the type of interaction recorded (effective, occasional or potential pollinator or simply a visitor). In our dataset, we specify which species are known crop pollinators and also, for each bee species we specify which crop they were reported to pollinate^[@CR37]^. Knowledge of crop pollinators is of great importance, not only in ecology and ecosystem functioning, but mainly for directing conservation strategies and policy decision making for ensuring food security. This knowledge can also be used as a means to evaluate ecosystem services provided by bees, to understand landscape population structure and to establish management and conservation strategies for individual species. ### Sociality and nest location {#Sec11} Sociality and nest location data for each species were acquired by consulting previous natural history or review articles on these subjects. Primarily, a search for natural history data was performed for each species. For those species that completely lack natural history information, we searched for subgeneric information (when available), and when this information was not available, we included generic and tribe natural history information for the particular species. In all cases, before using generic, subgeneric and tribe information, a search in the specific literature was performed to verify the variation level in natural history traits for the specific clade. We found sociality and nesting information for all species except some *Euglossa* Latreille, 1802 species. For 23 of the 43 *Euglossa* species, we did not find natural history data. Natural history traits vary widely within this genus, and the use of subgeneric or generic classification is not applicable for *Euglossa* species. We provide the accuracy level of the information provided (i.e. tribe, genus, subgenus, species) and the reference papers from which natural history information was gathered for each species. The references are in the following format: authors, year, article title, journal, journal volume and pages^[@CR37]^. Data Records {#Sec12} ============ The complete database of species records, traits, measured specimen's information and crops pollinated consists of 3 different files with descriptive names (Table [1](#Tab1){ref-type="table"}). Files are all in '.csv' (Unicode UTF-8) format and are stored in figshare^[@CR37]^. Rows represent unique species records, and columns represent the variables provided (Online-only Table [1](#Tab2){ref-type="table"}). For the 328 species, we present 438 trait records, 1530 specimens' records and 932 crop pollination records. The dataset includes data for all five extant Neotropical bee families belonging to 77 genera.Table 1Summary information for the three data files compiling the information on the multifunctional ecological traits for Brazilian bees.Data file nameN of bee speciesDescriptionN rowsNcolumnsFile sizeBrazilian_bees_traits.csv328Complete species traits file (body size, flight distance, known distribution, new occurrence records, crop pollination, sociality and nest location)43922224.62 KBBrazilian_bees_specimens_data.csv328Complete measured specimens data (location, label data, specimen collection code new occurrences data and sex information)153119197.27 KBBrazilian_bees_crop_pollinators.csv106Complete list of crops pollinated93311319.82 KB We measured body size (from ITD, in millimeters) and categorized the mean species data into three body-size classes (small, medium and large). Flight range, represented as the mhd, thd, mfd and mcd, was calculated from ITD using previously published flight distance estimation formulas^[@CR26],[@CR27]^. Specimens from two Brazilian entomological collections (MPEG and UFMG) were measured, and their location (Bocaina, Canaã dos Carajás, Carajás, Nova Lima and Parauapebas) was obtained from the specimen labels^[@CR37]^. The Neotropical distribution was obtained from Moure's bee catalog (moure.cria.org.br). For species not included in the catalogue we used literature data and information from specimen's labels. We provide new occurrence records from the specimens measured. Crop pollination information was obtained from published plant-pollinator interactions compiled by Giannini *et al*.^[@CR52]^ and is represented as yes (crop pollinator species) or no (not previously reported as a crop pollinator) in the traits file. We provide the reported interactions (each pollinated crop) for 106 bee species that pollinate 64 crops^[@CR37]^. Sociality and nesting information were obtained from 63 sources. Three categories of sociality were used: Cleptoparasitic; Eusocial; Solitary. Intermediary sociality classifications were not included as they would require further discussion and explanation, and this information is not the focus of this paper. All pillaging solitary bees (optional or obligate) were included as cleptoparasitic. Only eusocial bees (Apini, Bombini and Meliponini tribes that present obligatory cooperative brood care, division of labor, overlapping generations and reproductive castes) were considered Eusocial. The cleptoparasitic stingless bee genus *Lestrimelitta* Friese, 1903, was considered Eusocial. All the remaining species with different degrees of sociality were considered solitary. The level of accuracy for the acquired nesting and sociality information is provided based on the taxonomic rank for which the information was found available, being tribe, when information was found only for the species tribe, genus when information for the species genus was found, subgenus when information for the species subgenus was found and species when information for the species was found. Species with no available information, or when high taxonomic level information is not applied, are marked NA. Nest location categories were based on the following ten classes: **1. ant** -- species that nest in association with a pre-existent ant nest; **2. cavity** -- species that nest in a pre-existent or excavated cavity in tree trunks or branches; **3. cavity/human-made** -- species that nest in a pre-existent or excavated cavity in human-made structures such as walls, bricks and fences; **4. exposed** -- species with exposed nests that are constructed around tree trunks or branches or around human-made structures; **5. exposed/cavity** -- species that nest in exposed areas and in cavities; **6. soil** -- species with subterranean nests in excavated or pre-existent cavities belowground; **7. soil/cavity/human-made** -- species that nest belowground and in pre-existent natural or human- made cavities; **8. soil/cavity/termite** -- species that nest belowground, in pre-existent cavities or in association with termite nests; **9. soil/termite** -- species that nest belowground, in association with subterranean termite nests; **10. termite** -- species that nest in association with pre-existent termite nests. Technical Validation {#Sec13} ==================== In our dataset we provide the list of bees from Carajás and Nova Lima that have been identified to species level by specialist taxonomists at both MPEG and UFMG entomological collections. This dataset is a compilation of the bee species collected in a long time frame in this areas (for sampling data see Borges *et al*.^[@CR37]^). Locality and id (label data and entomological collection IDs) of measured specimens are provided to ensure they can be revisited. All measures were made by the same individual in order to reduce error. Information from literature was double checked and all sources are provided. For all available species we measured the ITD of up to five specimens in order to include intraspecific variation into our species body size measurements. For estimating error rates, we manually re-collected data of 568 specimens from 122 species of our dataset (Supplementary Table [1](#MOESM1){ref-type="media"}). We found ITD measures differences on 26 out of the 568 specimens re-measured, which represents an error rate of about 4.5%. Errors varied from 0.1 to 0.5 mm; however, almost 70% of errors were distributed between 0.1 and 0.2 mm, which did not produced changes on average values. All the data for each specimen is provided (Brazilian_bees_specimens_data.csv^[@CR37]^). We performed automatic and manual corrections and validation procedures for each dataset. All validation files, procedures and scripts are provided in Padovani and Borges^[@CR52]^. Usage Notes {#Sec14} =========== Note that ITD measures are presented as a medium value. We did this as a means to provide a representative value for the species, but a small intraspecific variation can also be found (see Brazilian_bees_specimens_data.csv^[@CR37]^). Measured specimens' data is provided ensuring the access to the individuals used in this database. Traits regarding sociality and nesting location are all based on previously published papers. Note that for some species we rely on generic or subgeneric information in our database, so this can change once specific information are available, information on accuracy level is provided for each species. Supplementary information {#Sec16} ------------------------- Supplementary Table 1 Online-only Table {#Sec15} ================= Online-only Table 1Definition of each variable included in the dataset.Variable nameVariable definitionUnitsStorage typeIdIndividual identification number for each sample.N/ANumericFamilyThe full scientific name of the family in which the taxon is classifiedN/ACharacterTribeThe full scientific name of the tribe in which the taxon is classifiedN/ACharacterGenusThe full scientific name of the genus in which the taxon is classifiedN/ACharacterSubgenusThe full scientific name of the subgenus in which the taxon is classifiedN/ACharacterSpecific epithetThe full scientific name of the specific epithet in which the taxon is classifiedN/ACharacterScientific name authorshipThe person who was responsible for having written the textual scientific content of the original species descriptionN/ACharacterBody size classThree body size classes estimated through ITDmeasured, as follows: large (ITD between 8.74 and 4 mm); medium (3.9 to 2.2 mm); small (2.1 to 0.7 mm)N/ACharacterITDmeasuredMesoscutum width measurement. Species average calculated from measured specimensmillimetersNumericMhdFlight range estimated as the maximum homing distance according to Cariveau *et al*.^[@CR25]^kilometersNumericThdFlight range estimated as the typical homing distance according to Cariveau *et al*.^[@CR25]^kilometersNumericMfdFlight range estimated as the maximum foraging distance according to Cariveau *et al*.^[@CR25]^kilometersNumericMcdFlight range estimated as the maximum communication distance according to Cariveau *et al*.^[@CR25]^kilometersNumericLocation of measured specimenName of entomological collection where the measured specimens are deposited (MPEG stands for Museu Paraense Emilio Goeldi and UFMG for Universidade Federal de Minas Gerais)N/ACharacterKnown distributionSpecies distribution known, quoted by Moure's Bee Catalogue (moure.cria.org.br/)N/ACharacterNew recordSpecies for wich our measured specimens represent new occurrence records (yes or no)N/ACharacterLocalityLocality in which the specimen was collected, being in Carajás National Forest (which includes Bocaina, Canaã dos Carajás, Carajás and Parauapebas) or in Nova LimaN/ACharacterCrop pollinatorSpecies was quoted as crop pollinator by Giannini *et al*.^[@CR37]^ (yes or no)N/ACharacterSocialitySpecies social organization as provided in the literature (Cleptoparasite, Eusocial, Solitary)N/ACharacterNest LocationSpecies nesting location in the landscape as provided in the literature (ant, cavity, cavity/human_made, exposed, exposed/cavity, soil, soil/cavity/human_made, soil/cavity/termite, soil/termite, termite)N/ACharacterLevelLevel of accuracy for Sociality and Nesting information (tribe, genus, subgenus, species)N/ACharacterRef.References used to acquire sociality and nest location informationN/ACharacterCountryCountry where the specimen was collectedN/ACharacterStateState where the specimen was collectedN/ACharacterMunicipalityMunicipality where the specimen was collectedN/ACharacterDayDay when the specimen was collectedN/ANumberMonthMonth when the specimen was collected (in Roman numerals)N/ANumberYearYear when the specimen was collectedN/ANumberLocationLocation where the specimen was collectedN/ACharacterSampling pointSampling site where the specimen was collectedN/ACharacterITDSpecimen Intertegular distancemillimetersNumericITD averageAverage ITD calculated from all measured ITDs for each speciesmillimetersNumericSexSex of each measured specimen (Male or Female)N/ACharacterCollectorName of the specimen collectorN/ACharacterCollection IDIndividual collection ID codeN/ANumericScientific nameScientific name of each crop pollinator bee speciesN/ACharacterInteraction TypeType of interaction reported Giannini *et al*.^[@CR37]^N/ACharacterPlantThe full scientific name of the interacting plant taxonN/ACharacterVernacular namePortuguese common name of the cropN/ACharacterEnglish vernacular nameEnglish common name of the cropN/ACharacterPollinators refReferences used to acquire crop pollination informationN/ACharacter **Publisher's note** Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Supplementary information ========================= is available for this paper at 10.1038/s41597-020-0461-3. We thank to CNPq (446167/2015-0; 443254/2015-0; 381626/2016-4; 380846/2017-9, 381296/2018-0, 380762/2018-8, 373408/2019-6, 381187/2019-5); to Orlando T. Silveira and Beatriz W.T. Coelho at Museu Paraense Emílio Goeldi; to Fernando A. Silveira, Kirsten Lica Follmann Haseyama, Alessandro Lima, José Eustaquio dos Santos Júnior and Fernanda Trancoso of the Universidade Federal de Minas Gerais; to Rafael Melo de Brito, Carlos Eduardo Pinto da Silva, Luciano Costa, Ulysses Maia Madureira, Luiza Romeiro and Eder C. M. Lanes from the Instituto Tecnológico Vale; to Tiago Mahlman e Marcio Oliveira from Instituto Nacional de Pesquisa da Amazônia; and Sergio Dias, Letícia Guimarães and Alexandre Castilho from Vale S.A. We also thank to Rob Lanfear, Veronique van den Berghe and three anonymous reviewers for their comments and contributions for the final version of this manuscript. This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior -- Brasil (CAPES - Finance Code 001). R.C.B. and T.C.G. conceived the idea, compiled the data and wrote the first version of the manuscript. R.C.B. and K.P. revised, corrected and validated all datasets. R.C.B. and T.C.G. wrote the final version of the manuscript. All authors contributed substantially to the revision process and approved the final draft of the submitted manuscript. All validation files, procedures and scripts are provided in Padovani and Borges^[@CR52]^. All files are available in Unicode (UTF-8) format. The authors declare no competing interests.
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Internet telephony, also known as Voice over IP (Internet Protocol), or VoIP, is the routing of voice conversations over the Internet or any other IP network. In VoIP, voice data flows over a general-purpose packet-switched network, instead of the conventional dedicated, circuit switched voice transmission lines used with conventional telephony, also known as plain old telephone service (POTS). Telephones require electrical power to operate. In POTS, a combined voice signal and power signal is transmitted over twisted pair cable between a telephone and a line card at a public telephone exchange. Unlike POTS, where the voice signal and power signal are combined and require only two wires, Ethernet uses four pairs. In a 10Base-T (10 Mbps) or 100Base-T (100 Mbps) Ethernet system one pair is used for the transmit signal, a second pair carries the receive signal and there are two unused or spare pairs. To provide a similar ease of use for VoIP phones as for conventional phones, configurations have arisen that provide power to a VoIP phone from a power source over an Ethernet connection. Power over Ethernet (PoE), or IEEE standard reference 802.3af, allows the electrical power necessary for the operation of a powered device to be carried by data cables rather than by separate power cords. This minimizes the number of wires that must be used in order to install the network and eliminates the need for AC outlets and AC/DC adapters for each powered device, resulting in lower cost, easier maintenance and greater installation flexibility. There are two main types of PoE devices: endspan and midspan. An endspan device is generally a network switch that transmits the data signal and provides power. It resides at the end of a link. Endspan devices can provide power in either of two ways: “phantom” feed devices provide power over the active or signal (transmit and receive) wire or line pairs; or power can be sourced on the unused or spare pairs. A midspan device fits in between a switch and a powered device, and can be mounted adjacent to the Ethernet switch in an equipment rack or located near the peripheral end device such as an IP Phone. A midspan device, or power adapter, typically supplies power on the unused wire pairs and simply passes the data signal through without modification—it does not include any transmit or receive functionality. A midspan power adapter is typically a stand-alone device, making it suitable for use with a network switch that does not support PoE. Furthermore, since midspans are less expensive than endspans, midspans are a cost-effective way of adding PoE on a port by port basis to an existing network. As such, IP phones are conventionally powered by a midspan power adapter where adding endspan PoE devices is cost prohibitive. FIG. 1 illustrates a system 100 in which a conventional IP phone 102 is coupled to a known midspan power adapter 104, which is in turn coupled to a network switch 106. The midspan power adapter 104 includes, or is otherwise connected to or in electrical communication with, a power source 108. The power source 108 in FIG. 1 is connected between device connector wire pairs 4,5 and 7,8. The power source 108 is typically 48 volts DC, and can comprise one or more batteries, or an uninterruptible power supply (UPS). More typically, and as shown in FIG. 1, the power source comprises an AC adapter which can plug into a typical wall outlet. The AC adapter can include a power supply 110, a transformer 112, and a wall plug 114. Connection between the IP phone 102, the midspan power adapter 104, and the network switch 106 is conventionally enabled by cabling 116, such as Category 5, or CAT5, cabling. Different categories of cabling can be used for different equipment, such as 10/100/1000 Mbps Ethernet, also known respectively as 10/100/1000 Base-T, with 1000 Mbps Ethernet also being known as Gigabit Ethernet. Midspan power adapters typically feed the signal wires directly through a first set of wires, identified as wires 1 to 3 and 6 in FIG. 1. Power is injected on the phone (or powered device) side from the power source 108 via spare pairs, shown as pairs 4,5 and 7,8 in FIG. 1. On the switch side, the spare wires are usually unterminated. Cutting the spare pairs to insert power, and not properly terminating the pairs significantly changes the common mode impedance between each pair within the cable. This discontinuity alters the balance and symmetry of the cable, causing an increase in radiated emissions when a midspan power adapter is used with an IP phone. Thus the powered device may exceed emission limits when in operation. The design intent for powered Ethernet devices, such as IP phones, is to have minimal electromagnetic emissions. Discontinuities such as those encountered in midspan PoE adapters can significantly elevate emission levels. It is possible to provide power to an end device without breaking or cutting the spare pairs inside the midspan power adapter. However, there is no way of knowing what the spare pairs are connected to at the network switch 106. For example, if a resistive load is attached at the network switch 106, placing power on the spare pair could destroy the load. For this reason, a break in the spare pairs is generally provided in a midspan power adapter. Unfortunately, this break also causes an increase in the amount of radiated energy. Several methods exist for containing unwanted emissions. One approach is to add a common mode filter clamp on an Ethernet cable to be used with a powered device. This involves customers placing chokes on cables which often does not occur, and makes cable management difficult since the chokes can be bulky. Alternatively, a choke could be moulded onto the cable, but this can be costly and standard replacement cables cannot be used. Another approach is to add common mode chokes within the powered device either as discrete parts or embedded into the Ethernet connectors. A further approach is to use shielded cable throughout any links containing a midspan power adapter. Shielded cable, however, is more expensive and not as commonly used as the Unshielded Twisted Pair Category 5 Ethernet cable specified for use with IP Phones today. Rewiring a building tends to be cost prohibitive. In general, these approaches merely add extra filtering and cost to each IP phone, rather than fixing the source of the problem. The problem lies in the midspan power adapter and the radiated energy it causes. It is, therefore, desirable to provide a midspan power adapter that can power an IP device without adding significant radiated energy to the system.
3.875
4
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INTRODUCTION {#sec1-1} ============ Respiratory viral infections in adults cause significant morbidity and mortality, especially in high-risk patients.\[[@ref1][@ref2]\] Influenza is considered an important respiratory infection. The influenza syndrome has typically sudden onset and is characterized by fever, headache, sore throat, cough, nasal congestion, myalgia, vomiting, and loss of appetite.\[[@ref3]\] Influenza viruses are recognized as single-stranded, enveloped negative-sense RNA particles, and they belong to the viral family of orthomyxoviridae. Three types of them exist, including influenza A, B, and C. All types can infect humans, but both types A and B are considered human pathogens. Only viruses of the Group A genus have been isolated from birds and termed avian influenza viruses (AIVs).\[[@ref4]\] Influenza type A viruses are divided into subtypes based on genetic and antigenic differences in the two surface spike proteins, hemagglutinin (HA) and neuraminidase (NA).\[[@ref5]\] Most influenza infections are spread by virus-laden respiratory droplets several microns in diameter that are expelled during coughing and sneezing.\[[@ref6]\] Fomites represent another mode of transmission. Influenza has the potential to transmit into human by birds or pigs.\[[@ref6]\] The negative-sense RNA genome of influenza A virus is composed of eight segments; these segments are responsible for encoding 12 proteins. In the last stage of viral assembly, these genomic virion RNAs are incorporated into the virion as it buds from the apical plasma membrane of the cell.\[[@ref7]\] Genome segmentation confers evolutionary advantages for the virus, however also causes a limitation during the virion assembling because at least one copy of each of the eight segments is required to form a fully infectious virus particle.\[[@ref7]\] The potential of genetic reassortment of influenza A viruses, due to segmented genome of them, from different animal species is thought to be a mechanism for the development of influenza viruses with pandemic potential.\[[@ref8]\] Avian and animal influenza viruses can sporadically enter to humans, causing outbreaks with different levels of severity. In some cases, the human-to-human virus transmission does not take place. In other cases, the human-to-human transmission can occur, resulting in worldwide influenza pandemics.\[[@ref9]\] Previous reports\[[@ref10][@ref11]\] showed that the avian to human transmission of two avian viruses including H5N1 and H9N2 is possible. This review focused on H9N2, its infections in human, pandemic potential, surveillance, and prevention of its spread. AVIAN INFLUENZA H9N2 {#sec1-2} ==================== The type A of influenza viruses is naturally circulating viruses in waterfowls, which does not cause any clear symptoms in them. However, for domestic fowls including chickens, geese, ducks, and turkeys the transmission of influenza A viruses can promote some difficulties. The basis for classification of influenza A viruses is the two glycoproteins of them. HA and NA glycoproteins are expressed on the surface of influenza viruses. Up to now, 15 (or 16)\[[@ref12]\] HA and 9 NA types have been reported in birds worldwide. The H9N2 subtype was isolated for the first time from turkeys in the Northern state of United States in 1966.\[[@ref13]\] Afterward, this subtype was isolated from wild birds of that area, then detected from domestic poultry of Europe, Africa, Asia, and the Middle East.\[[@ref4]\] The subtype H9N2 is just limited to the wild birds in North America.\[[@ref14]\] However, H9N2 is endemic in domestic poultry and frequent outbreaks in Asian countries including Iran, Saudi Arabia, Pakistan, and Iraq\[[@ref4]\] have been reported previously. In Iran, an H9N2 outbreak in poultry farms took place in 1998\[[@ref15]\] and now circulates endemically, and vaccination of poultry is a routine program.\[[@ref16]\] Hence, infections with this subtype are often asymptomatic or with mild illness. From deadliness point of view, there are two groups of AIVs high pathogenicity (HP) and low pathogenicity (LP) AIVs. H5 or H7 subtypes are considered HP but H9N2 is an LP one. LP viruses usually cause mild or asymptomatic disease in poultry whereas HPs are associated with severe symptoms and high mortality. H9N2 circulation in domestic birds has both economic and health consequences. Despite the LP nature of H9N2, co-infection of poultry with noninfluenza respiratory pathogens can enhance the severity of the clinical syndrome in poultry, reduction in the yield of products derived from chicken and higher rates of morbidity. On the other hand, lower range of pathogenicity and to some extent mild illness of poultry through infection with this subtype in domestic poultry reinforces the likely hood of being a carrier host for this subtype; consequently, result in raising concerns on crossing the species barrier, contribution in the emergence of novel viruses and causing new pandemics. AVIAN INFLUENZA H9 AT AVIAN-HUMAN INTERFACE {#sec1-3} =========================================== The illness of domestic poultry either in asymptomatic or mortal form is public health threat because infected poultry excretes high amounts of flu viruses in nasal fluid, saliva, and other body fluids also via feces. According to Food and Agricultural Organization of the United Nations, one gram of viral contaminated feces has sufficient viruses that potentially can infect 1 million other fowls.\[[@ref17]\] The potential of AIV for transmission into domestic poultry raises great concerns regarding both occupational and public health. Health and safety executive states that occupational exposure to avian influenza may occur in those who are in close contact with infected birds or humans; work with materials or products from infected birds; or are in contact with waste products from infected birds.\[[@ref7]\] Previous reports\[[@ref8][@ref9]\] showed that the avian to human transmission of two avian viruses including H5N1 and H9N2 is possible. Several reports of seropositivity in occupationally or nonoccupationally exposed people have been documented. [Table 1](#T1){ref-type="table"} summarizes the evidence of seropositivity in poultry workers, slaughterhouse workers, and other handlers of poultry. ###### Seropositivity for H9N2 in occupationally poultry-exposed groups ![](JRMS-21-51-g001) [Table 1](#T1){ref-type="table"} shows that transmission of H9N2 from poultry to occupationally exposed groups can occur; these workers are more likely to be seropositive for H9N2 than nonexposed persons. Although the vaccination history of seasonal influenza was reported by exposed workers in a majority of studies. None of them examined the effectiveness of human vaccination on genetic reassortment of AIVs. In a number of studies, a cross-reactivity between avian and human influenza viruses was detected\[[@ref16][@ref20][@ref29]\] which may cause a type of immunity to prevent generation of reassortant novel pandemic viruses. This hypothesis has not been confirmed; however, immunization is highly recommended for poultry exposed workers because of their usual contacts with infected birds. By the way, several studies documented that slaughter-house workers showed a higher percentage of seropositivity than other groups of workers. Because butchers in slaughter-houses are in close contact with visceral parts of chickens, therefore, it will result in more than usual exposure to viral infected material and surfaces. In 1999, isolation of H9N2 viruses from nasopharyngeal aspirate specimens of two children was confirmed for the first time in Hong Kong.\[[@ref29]\] In fact, the H9N2 viruses had obtained the receptors very close to those of human influenza viruses that had transmitted directly to humans.\[[@ref30]\] The transmission of H9N2 can cause mild respiratory symptoms in human. Freidl *et al*. reported that there have been 15 confirmed human infections with AIV A (H9N2), up to now.\[[@ref31]\] [Table 2](#T2){ref-type="table"} summarizes the cases of human infection with H9N2. According to [Table 2](#T2){ref-type="table"}, only two of 15 cases had not been exposed to birds. The transmissions of H9N2 to human that grow or work with the birds are documented in the literature, but some studying limitations restricted the estimation of real frequency of the cross-species transmission of H9N2. Among AIVs H5N1 has been caused the highest death cases (\~370) since its first emergence in Hong Kong in 1997. In comparison, infections of human with H9N2 were not fatal. Matrosovich *et al*. reported that Asian poultry H9N2 viruses show human virus receptors like specificity.\[[@ref39]\] Therefore, H9N2 has the potential to become human-to-human transmissible, but there is not any report of transmission of it between humans. ###### Reported human infections with H9N2 ![](JRMS-21-51-g002) The genetically reassortment of AIVs from different species is considered to be a mechanism for new influenza virus development having pandemic potential. Each influenza viruses from different animals such as human, avian and swine are capable to circulate particularly within their original species. However, influenza viruses have the ability to transmit to nonnative hosts. The previous literature emphasized that ideal mixing vessel for the generation of novel AIVs is swine. Peiris *et al*. reported co-circulation of H9N2 and human H3N2 subtypes in pigs that increase the possibility of being an intermediate host for the emergence of new reassortants pandemic subtypes.\[[@ref40]\] However, recent research archive shows that both swine and human have the potential to act as AIVs re-assortment mixing vessels. A comparison between the receptors of human, swine, and birds clearly reveals that the reverse human to avian transmission of human influenza viruses is less probable. However, mammals including human and swine have closer receptors.\[[@ref41]\] Therefore, human in particular people with occupational close contacts with infected birds may act as mixing host for the emergence of novel reassortants \[[Figure 1](#F1){ref-type="fig"}\]. This reassortment between avian and human viruses is an antigenic shift. In 1999 first human-avian reassortant of H9N2 was isolated from humans in Europe.\[[@ref42]\] ![Antigenic shift of influenza viruses. Occupationally exposed workers may act as mixing host for emergence of novel influenza reassortants](JRMS-21-51-g003){#F1} Recently, antigenic and phylogenetic studies of H9N2 viruses isolated from markets in Hong Kong showed that in the H9N2 genome, six segments were originated from Chinese H9N2 virus, but the PB1 and PB2 genes are very near to both the H5N1 viruses and an H9N2 isolated from Hong Kong quail.\[[@ref5]\] These reports highlight the antigenic shifts of H9N2 because of endemic status of this subtype in Asian countries. On the other hand, Liu *et al*.,\[[@ref51]\] showed that the real incubators for human-avian adapted influenza viruses are poultry with H9N2 infection. The emergence of novel reassorted virus emphasizes the potential high risk of, transmission of subtype H9N2 viruses to humans.\[[@ref43]\] Furthermore, according to the WHO report, the genotype of H7N9 viruses which isolated from Chinese infected humans in 2013 possibly have originated by reassortment between H9N2 viruses of poultry and H7 and N9 genes career ducks in China.\[[@ref44]\] Due to the lack of immunologic memory for newly emerged influenza viruses that earned the capacities of both transmissions to and among humans, will be spread quickly in human populations, consequently will be resulted in pandemic. There have been a period of 10--50 years between the emergence of pandemics since the 16^th^ century.\[[@ref45]\] Therefore, it is not predictable when a new pandemic influenza strain will emerge. There are no reports of human-to-human transmission of H9N2, previously.\[[@ref29]\] Furthermore, there has not observed any cases up to now. H9N2 VIRUS SURVEILLANCE {#sec1-4} ======================= Avian influenza is a global threat for public health but sustained, coordinated, and comprehensive global programs to monitor the genetic diversity of AIVs circulating in avian human interfaces are very few.\[[@ref46]\] AIVs surveillance can be directed in three main groups including wild birds, domestic poultry, and also in occupationally exposed populations. The surveillance programs in those groups are critical for awareness of the persistence, intraspecies and interspecies transmission and evolution of AIVs. In recent literature, H9N2 surveillance was reported from different countries.\[[@ref46][@ref47][@ref48][@ref49]\] However, wild birds which are the main reservoir for all AIV species and key players of evolution and spread, surveillance in wild birds for AIVs is lacking, limited to the last outbreak virus and geographically biased.\[[@ref46]\] In the West Bengal State from India, active AIV surveillance in wild, resident, migratory birds, and domestic poultry was performed from 2009 to 2011.\[[@ref50]\] During aforementioned period, the presence of low pathogenic H9N2 and H4N6 viruses was confirmed in chickens, and domestic ducks by researchers which necessitate implementation of controlling investigations to prevent the spread of AIVs.\[[@ref50]\] Two surveillance program in Egypt performed from 2010 to 2013 and from 2012 to 2013 among various regions and poultry production sectors that showed co-circulation of subtype H9N2 viruses with subtype H5N1 viruses, as well as frequent co-infection of the same avian host. The co-circulation of these two subtypes poses a concern for probable reassortment.\[[@ref47][@ref48]\] A serosurveillance in occupationally poultry-exposed workers was conducted in Shanghai, China, from 2008 to 2010. Evidence for the presence of anti-H9 antibodies in a high percentage of workers was detected. Furthermore, more than 200 H9N2 AIVs were isolated from cloacal and tracheal swabs collected from the poultry in live poultry, and more than 700 influenza viruses (H3N2, H1N1, B) were isolated from nasal/throat of patients having influenza symptoms.\[[@ref49]\] This co-circulation strengthens the probability of reassortment between avian and human influenza viruses. Therefore, long-term surveillance of AIVs in occupationally exposed workers has great importance. CONCLUSION {#sec1-5} ========== The novel avian-human influenza virus that could cause a pandemic is a great concern; H9N2 AIV that has the potential to grow in human is prone to generate it. Liu *et al*. suggested eradication of poultry carrying AIV H9N2 as the incubators for wild AIV by slaughtering them that prevent human infection, elimination of live poultry markets, and disinfection of these places.\[[@ref51]\] Obtaining enough knowledge on the influenza A H9N2 and other viruses circulating in avian-human interfaces and vaccination against seasonal influenza for occupational groups in direct contact particularly in slaughter-houses and development of effective antiviral agents is recommended. International surveillance programs for managing the future risks of H9N2 circulation at avian-human interface seem necessary. Financial support and sponsorship {#sec2-1} --------------------------------- Nil. Conflicts of interest {#sec2-2} --------------------- There are no conflicts of interest. AUTHORS' CONTRIBUTION {#sec1-6} ===================== ShRR and AA contributed to the conception and design of the work; SMH and EA (guarantor) participated in the acquisition, interpretation of data for the work and final approval; and AA drafted the work and revised/proofed it. The authors would like to thank Dr. Jahangir for reviewing the manuscript.
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Background ========== The genomes of all eukaryotes contain examples of transposable elements, sequences that generally appear to be genomic parasites although such sequences are occasionally co-opted for the host\'s benefit \[[@B1],[@B2]\]. These mobile elements fall into families that differ in basic structure and method of transposition \[[@B3],[@B4]\]. Non-long terminal repeat (non-LTR) retrotransposable elements comprise one of the two major families of mobile elements whose movement requires reverse transcriptase. Their mechanism of integration is different from retrotransposable elements with long terminal repeats in that they use the 3\' hydroxyl group at a DNA break to prime reverse transcription of their RNA transcripts; a process termed target primed reverse transcription (TPRT) \[[@B5]\]. Full-length non-LTR elements encode the critical enzymes necessary for generating additional copies in the genome and are, therefore, autonomous. A common occurrence with non-LTR elements is that their insertion machinery is hijacked. The elements that parasitize the retrotransposition machinery of autonomous LINEs (for 'Long INterspersed Elements') have been called SINEs (for 'Short INterspersed Elements'). They are represented by Alu elements in primates although dozens of SINE families have been found in other eukaryotic genomes \[[@B6]-[@B8]\]. Several SINEs were in part derived from 7SL RNA; however, with the additional exception of a SINE derived from 5 S ribosomal RNA in zebrafish \[[@B9]\], the majority of SINEs in eukaryotic genomes are derived from tRNA genes \[[@B6],[@B10]\]. While their structure is variable, the characteristic attribute of SINEs is that they are transcribed by RNA polymerase III. Recognition of the SINE transcripts by LINE proteins is necessary for their reverse transcription and insertion into a new site. This is accomplished either by sequence identity at the 3\' end between the LINE and its associated SINE (stringent elements) or a less strict recognition of a simple sequence, frequently a poly(A) tail, (relaxed elements) \[[@B11]-[@B14]\]. R2 and R1 are non-LTR retrotransposable elements that insert into specific sites in the 28S ribosomal RNA genes of most animal lineages (Figure [1](#F1){ref-type="fig"}A) \[[@B15]\]. The mechanism by which non-LTR elements retrotranspose has been best characterized for R2 using the protein encoded by the element in the silk moth, *Bombyx mori*. The R2 transcript has sequences in the 5\' untranslated region (UTR) and 3\' UTR, which are recognized by the R2 protein although only the sequences in the latter are necessary for insertion of a new copy (Figure [1](#F1){ref-type="fig"}A). The new copy of the R2 element is inserted into a ribosomal DNA (rDNA) unit via a symmetric series of cleavages of the two DNA strands and utilization of the free ends to prime synthesis \[[@B16]\]. A study of the variation at the junctions of R1 elements suggested that like R2 it is integrated in a series of cleavage and TPRT reactions \[[@B17]-[@B19]\]. Both R2 and R1 elements have been extensively studied in *Drosophila* and found to be maintained by vertical descent since the genus arose \[[@B20],[@B21]\]. Analysis of the sequenced genomes of 12 *Drosophila* species indicates that the high sequence identity found among R2 and R1 elements within a species is because all insertions are relatively new \[[@B22]\]. That is, the recombinational forces responsible for the concerted evolution of the rRNA genes rapidly eliminate element copies from the rDNA locus. ![**The rDNA locus and its R2 and R1 element insertions. (A)** The rDNA locus is composed of a tandem array of rDNA units with a subset of these units inserted by R2 (blue boxes) and/or R1 elements (orange boxes). The rRNA transcription unit with external transcribed spacer (ETS), 18S, 5.8S and 28S genes (gray boxes), transcribed spacers (white boxes), and R2 insertion is diagrammed. The single open reading frame (ORF) of R2 is delineated in light blue. R2 RNA sequences are processed from the cotranscript at the 5\' end by an R2 encoded self-cleaving ribozyme. After translation, identical subunits of the R2 protein (circles) bind sequences at either end of the R2 transcript, and the RNA/protein complex binds at the R2 target site in the 28S gene and proceeds with the insertion of a new R2 copy. **(B)** Diagram of a portion of the 28S gene with both R2 and R1 insertions. Arrows indicate location and direction of primers in the 28S gene and R2 element used to survey for unusual insertions near the R2 target site.](1759-8753-3-10-1){#F1} While there is no direct evidence, the presence of R1 lineages outside the 28S gene (for example, telomeres) suggests R1 encodes its own promoter \[[@B23],[@B24]\]. R2 elements, however, depend on an encoded self-cleaving ribozyme at their 5\' end to process the R2 transcript from a 28S cotranscript. The R2 ribozyme shows remarkable similarity to the structure of the hepatitis delta virus (HDV) ribozyme with many of the conserved nucleotides in *Drosophila* R2 ribozymes identical to residues in the catalytic region of the HDV ribozyme \[[@B25]\]. In our survey of the R2 ribozyme in different species of *Drosophila*, insertions bearing the R2 ribozyme were discovered that did not correspond to the R2 elements of that species. Here we report the discovery of non-autonomous elements with sequence identity to R2 elements as well as multiple examples of hybrid non-autonomous elements with sequence identity to both R2 and R1 elements. Because these elements are not transcribed by polymerase III and therefore not SINEs \[[@B6]-[@B8]\], they are referred to as SIDEs (for 'Short Internally Deleted Elements'). Based on the divergence of their sequence and their abundance, these SIDEs appear active and have persisted for millions of years. Finally, we report evidence for template jumps *in vivo* to small, stable RNAs in the cell, which in one case may have established a new R2 subfamily. Results ======= R2 SIDE ------- While analyzing R2 ribozyme sequences from *Drosophila willistoni*, a sequence located in the R2 insertion site was identified which showed only 64% sequence identity to the 5\' UTR of the R2 elements in this species \[[@B22]\]. PCR amplification using a degenerate primer to conserved sequences in the ribozyme paired with a reverse primer to 28S sequences 30 to 50 bp downstream of the R2 site (Figure [1](#F1){ref-type="fig"}B, primers 1 and 2) generated the expected 3.5 kb R2 element product as well as a much shorter product. Sequencing revealed the short insert had identity to both the 5\' and 3\' UTRs of the *D. willistoni* R2 and, like R2Dwi, ended in a poly(A) tail. We refer to this insert as a Short Internally Deleted Element, or a SIDE. This particular SIDE is R2Dwi_SIDE to indicate its presence in *D. willistoni* and it relationship to R2. A comparison of the structure of the 3.53 kb *D. willistoni* R2 element to that of the 529 bp R2 SIDE is presented in Figure [2](#F2){ref-type="fig"}A. Sequence identity at the 5\' and 3\' ends was 64% and 81% respectively. The central 197 bp of R2Dwi_SIDE showed no apparent identity to R2 or any other *D. willistoni* sequence. ![**R2 SIDE ('Short Internally Deleted Element') in*Drosophila willistoni.*(A)** The 3.53 kb R2 element in *D. willistoni*, R2Dwi, is diagrammed with the 5\' and 3\' UTRs (untranslated regions) shaded darker. The 529 bp element, R2Dwi_SIDE, has sequence identity at the 5\' and 3\' ends to the R2 element (percent identity shown); the 197 bp central region (white box) has no significant identity to the R2 element. **(B)** Sequence reads for full-length R2 and R2Dwi_SIDE elements obtained from the trace archive at NCBI \[[@B26]\]. The majority of 5\' junctions for both element types are precise (marked with asterisks). Typical variation at the 5\' junction for both elements is also presented. **(C)** Genomic DNA from *D. willistoni* was PCR amplified using a 28S primer (32 nucleotides upstream of the R2 site) and a ribozyme primer (conserved region 100 nucleotides into the elements) (arrows). PCR products after *Bam*HI digestion were separated on a native, 8% polyacrylamide gel. Lane M, DNA length markers with sizes indicated. The product at 200 bp was subsequently determined to correspond to an insertion in the R1 site, R2/R1Dwi_SIDE (bottom diagram). Element type and relative percentage in the genome are to the right of the gel.](1759-8753-3-10-2){#F2} *D. willistoni* was one of the species chosen for the 12 *Drosophila* genomes project \[[@B27]\], thus sequencing reads containing copies of the R2Dwi_SIDE could be obtained from the trace archive. Approximately 70 original reads corresponding to the R2 SIDE were analyzed and found to have minor 5\' junction variation and less than 3% nucleotide divergence. As previously documented for R2 element junctions in many *Drosophila* species, most full-length R2 elements in *D. willistoni* insert precisely into the 28S gene. This canonical 5\' junction sequence is indicated by an asterisk in the upper portion of Figure [2](#F2){ref-type="fig"}B. However, many *D. willistoni* R2 element 5\' junctions have deletions of the upstream 28S sequences and/or non-templated nucleotide additions. Typical examples of the range of variation are presented below the canonical junction. The full-length R2 SIDE insertions were also found to have a precise, canonical junction and the same range of sequence variation found for the R2 elements. This variation in the 5\' junctions as well as variation in the length of the poly (A) tail at the 3\' end (13 to 41 A's for R2; 14 to 38 A's for the SIDE) suggest that the R2 SIDE in *D. willistoni* is actively using the retrotransposition machinery provided by the autonomous R2 element. This model predicts that the 3\' end of the R2 SIDE transcript is recognized by the R2 protein for retrotransposition into a 28S gene (Figure [1](#F1){ref-type="fig"}A). The secondary structure formed by the 3\' UTR RNA of *Drosophila* R2 elements was previously predicted using sequences from ten species in the melanogaster and obscura groups \[[@B28]\]. In Figure [3](#F3){ref-type="fig"}, it is apparent that both the 3\' end of the R2 element and of the R2 SIDE from *D. willistoni* can be folded into this predicted secondary structure. Although these sequences are 20% divergent, nucleotide differences (circled) are largely relegated to the loops or exhibit compensatory changes in base-paired regions. Furthermore, over 90% of the invariant nucleotides found in the previous study are conserved in both element types in *D. willistoni* (boxed nucleotides). ![**Secondary structure conservation of R2 3\' ends. (A)** RNA sequence from the 3\' UTR of the R2 element from *Drosophila willistoni* folded into the secondary structure modeled for other *Drosophila* R2 \[[@B28]\]. Nucleotides identical to those found to be conserved in the previous report are boxed. **(B)** The 3\' end sequence from R2Dwi_SIDE folded into the same secondary structure. Nucleotide differences relative to R2Dwi are circled in blue. Boxed nucleotides are as in (A).](1759-8753-3-10-3){#F3} To determine the relative abundance of R2 and R2 SIDE, a PCR primer with sequence identity to both *D. willistoni* elements was used in conjunction with an upstream 28S primer. The R2 element and R2 SIDE products could be differentiated after PCR amplification because the R2 SIDE sequences contain a *Bam*HI restriction site. The PCR results are shown in Figure [2](#F2){ref-type="fig"}C. The similar intensities of the 130 bp R2 element product and the 97 bp R2 SIDE product after *Bam*HI digestion indicated that they are present in the *D. willistoni* rDNA loci in equal numbers. The unexpected 200 bp PCR product suggested an abundant third element type bearing the R2 ribozyme was also present in the 28S gene at or near the R2 site. The trace archive was searched for the origin of this product. Surprisingly, an element was found with sequence identity to both the R2 ribozyme and the 3\' end of the R1 element, forming what appeared to be an R2/R1 hybrid SIDE (R2/R1Dwi_SIDE). A discussion of the R1 component of this hybrid SIDE, which is more abundant than either the full-length R2 or R2Dwi_SIDE, is presented below. Although 30% to 40% divergent in nucleotide sequence, the secondary structures at the 5\' end of R2Dwi_SIDE as well as R2/R1Dwi_SIDE were nearly identical to the R2Dwi ribozyme (Figure [4](#F4){ref-type="fig"}A). Nucleotide differences, relative to the R2Dwi ribozyme, were predominantly compensatory changes in the four major base-paired regions (P1 to P4) or present in the large J1/2 loop between P1 and P2. Sequences in the J1/2 loop were previously shown to have little effect on self-cleavage of HDV-like ribozymes \[[@B25],[@B29]\]. Each of the three ribozymes was tested in our standard T7 *in vitro* transcription-cleavage assay \[[@B25]\] and each was observed to self-cleave (Figure [4](#F4){ref-type="fig"}B). The R2 SIDE and the R2 element ribozymes were found to self-cleave at similar levels (89% and 85% respectively), the R2/R1 SIDE ribozyme at a lower level (54%). The lower level of cleavage by the R2/R1 SIDE may be due to the two nucleotide differences in the catalytic L3 region of the ribozyme or the different 28S sequences upstream of the ribozyme. Both types of changes have been shown to affect the level of self-cleavage by HDV-like ribozymes \[[@B25],[@B30],[@B31]\]. The ability to self-cleave suggests that the 5\' end of both R2Dwi_SIDE and R2/R1Dwi_SIDE can be processed out of a 28S cotranscript much like the R2 element. ![**The 5\' ends of*D. willistoni*(Dwi) elements function as ribozymes. (A)** RNA sequences from the 5\' end of R2Dwi folded into the secondary structure previously determined for the ribozymes encoded by other *Drosophila* R2 (left). J = nucleotides joining paired regions; L = loop; P = base paired region \[[@B25]\]. Similar structures are presented for R2Dwi_SIDE ('Short Internally Deleted Element') (center) and R2/R1Dwi_SIDE (right) with nucleotide differences relative to the R2 element circled in blue. J1/2 sequences for each element type are presented below with nucleotide differences relative to R2Dwi boxed in blue. Nucleotides boxed in pink correspond to a stop codon found in most *Drosophila* R2 elements. Nucleotide circled in pink corresponds to a 'U' residue conserved in *Drosophila* R2 elements and the R2 SIDE but not the hybrid SIDEs. **(B)** A 5% polyacrylamide denaturing gel showing the *in vitro* generated RNAs from 5\' junction templates starting 95 bp upstream of the R2 site (lanes 1 and 2) or 74 bp upstream of the R1 site (lane 3) and extending 5 to 10 bp downstream of the ribozyme structure. Lane numbers correspond to ribozyme structure in (A). The uncleaved RNA (solid circle) and self-cleaved products (open circles) are indicated for each ribozyme. The fraction of synthesized RNA undergoing self-cleavage (*f*~c~) is under each lane. Lane M, RNA length markers with sizes indicated.](1759-8753-3-10-4){#F4} Survey for additional SIDEs --------------------------- Several PCR-based surveys were performed to look for additional SIDEs containing the R2 ribozyme in other *Drosophila* species. First, primers 1 and 2 (Figure [1](#F1){ref-type="fig"}B) gave rise in most of the 39 *Drosophila* species analyzed to a PCR product greater than 3 kb in length consistent with the presence of full-length R2 elements; however, no additional R2 SIDEs were detected. Second, a reverse primer to the catalytic region of the ribozyme was used in conjunction with a primer to 28S sequences upstream of the R2 site to look for PCR products distinct from the full-length R2 product (Figure [1](#F1){ref-type="fig"}B, primers 3 and 4). This survey also did not reveal additional R2 SIDEs but did lead to the discovery of several examples of *in vivo* template jumps to small cellular RNAs (discussed below). These results suggest R2 SIDEs are not common in *Drosophila*. A third survey was performed to look for additional hybrid SIDEs in the R1 site of *Drosophila*. Primer 3 was paired with a 28S primer corresponding to sequences between the R2 and R1 sites (Figure [1](#F1){ref-type="fig"}B, primer 5). This primer pair will only amplify R2 sequences inserted downstream of the R2 site (for example, the R1 site) \[[@B22]\]. PCR products containing R2 sequences were obtained from 11 species. Sequence analysis of the products from eight species suggested that they arose from R2 insertions containing target site duplications greater than 20 bp in length, therefore, only appeared inserted downstream of the R2 site. Such target site duplications have been previously detected for R2 elements \[[@B22]\]. However, an analysis of the products from *Drosophila falleniDrosophila innubila* and *Drosophila immigrans* did reveal additional SIDE elements. The 3\' end of each of these insertions was obtained using a species-specific primer paired with a primer downstream of the R1 site (Figure [1](#F1){ref-type="fig"}B, primer 6 and primer 7). R2/R1 SIDEs ----------- Based on their 3\' junctions, all R1 elements within the 28S gene are located 60 bp downstream of the R2 insertion site. Based on their 5\' junctions, all R1 elements outside the melanogaster species group have a 14 bp target site duplication that flanks the R1 insertions \[[@B22]\]. The hybrid insertion elements found in *D. willistoni, D. falleniD. innubila* and *D. immigrans* were present in the R1 site and also had a 14 bp target site duplication (Figure [5](#F5){ref-type="fig"}A). Schematic diagrams of the insertions- R2/R1Dfa_SIDE, R2/R1Din_SIDE, R2/R1Dim_SIDE and R2/R1Dwi_SIDE- are presented in Figure [5](#F5){ref-type="fig"}B. Sequence identity to R2 for the four hybrid SIDEs was confined to the ribozyme plus five to eight downstream nucleotides and varied from 76% to 87%. Sequence identity to R1 for the 3\' ends of the hybrid SIDEs varied from only short segments to 83% in the case of *D. willistoni*. Previous analysis of *Drosophila* R1s has revealed the 3\' UTR varies considerably in length between species (500 to 1,000 bp) with little sequence conservation \[[@B21]\]. A detailed comparison of the 3\' UTRs of divergent *Drosophila* R1s (Additional file [1](#S1){ref-type="supplementary-material"}) revealed six conserved regions. The R2/R1 SIDEs in *D. willistoniD. falleni*, and *D. innubila* have these six conserved segments spaced at intervals consistent with those observed for R1 elements (Additional file [1](#S1){ref-type="supplementary-material"}; Figure [5](#F5){ref-type="fig"}B, red vertical bars). Only the hybrid SIDE from *D. immigrans* differed by the addition of extra sequences between the third and fourth conserved segments. Surprisingly, half of this extra sequence appears to be derived from the internal transcribed spacer (ITS)-1 region of the *D. immigrans* rDNA unit (green shading). The conservation of the critical segments at the 3\' ends of the R2/R1 SIDEs as well as their target site specificity suggest the hybrid SIDEs use the R1 retrotransposition machinery. ![**R2/R1 hybrid SIDEs. (A)** R1 insertions in the 28S gene in *Drosophila* outside the melanogaster group are flanked by a 14 bp target site duplication (arrows, upper diagram). In four species (bottom diagrams), a family of insertion elements bearing R2 ribozyme sequences (blue box) upstream of sequences with identity to R1 elements (orange box) was found in the R1 site flanked by the same 14 bp target site duplication. **(B)** The diagrams show the extent and level of sequence identity of each hybrid SIDE to the R1 and R2 elements in the same species. In the case of the R2/R1 SIDEs from *Drosophila falleni*, *Drosophila innubila* and *Drosophila immigrans* sequence identity to R1 was limited to six conserved segments found in all *Drosophila* R1 elements (red vertical lines; see Additional file 1). A portion of the sequence between the third and fourth conserved segments in R2/R1Dim_SIDE has 75% identity to ITS-1 of *D. immigrans* (green box). The lengths of the R2/R1 SIDEs are shown to the right.](1759-8753-3-10-5){#F5} A common property of the R1 elements in many *Drosophila* species, including *D. willistoni*, is that individual 28S genes contain multiple R1 insertions. The multiple R1s are organized in a tandem array at the target site with the individual copies separated by the 14 bp 28S gene target site duplication \[[@B22]\]. A search of the *D. willistoni* trace archive revealed that copies of R2/R1Dwi_SIDE were interspersed with the R1 elements in these tandem arrays. This result also strongly supports the conclusion that the hybrid SIDEs are mobilized like typical R1 elements. PCR amplifications, similar to that in Figure [2](#F2){ref-type="fig"}C, were performed to estimate the relative abundance of the three hybrid SIDEs (data not shown). In *D. falleni*, R2/R1Dfa_SIDEs and R2 elements were present at approximately equal numbers; in *D. immigrans*, R2 elements outnumbered R2/R1Dim_SIDEs by a factor of 5; and in *D. innubila* only a few copies (less than 5) of the R2/R1Din_SIDE were detected. It should be noted that when multiple stocks from a species were sampled, R2 and R1 levels varied over a threefold to fivefold range \[[@B32],[@B33]\]. Therefore, the SIDE levels detected in any one stock should not be regarded as characteristic for the species. The R2/R1 SIDEs presumably rely on an active ribozyme to process SIDE sequences from the R1 site within a 28S cotranscript. The ribozyme encoded in R2/R1Dwi_SIDE was shown capable of self-cleavage in Figure [4](#F4){ref-type="fig"}B. The secondary structures of and nucleotide differences between the 5\' ends of the hybrid SIDE and R2 element from *D. falleni* are shown in Figure [6](#F6){ref-type="fig"}A. The single nucleotide differences between the elements found in *D. innubila* and *D. falleni* in the diagrammed regions are boxed. T7 *in vitro* transcription-cleavage assays revealed that the hybrid SIDEs from these two species showed self-cleavage levels between one-third and one-half the levels observed for the R2 elements (Figure [6](#F6){ref-type="fig"}B). ![**The 5\' ends of*Drosophila falleni*and*Drosophila innubila*elements function as ribozymes. (A)** The RNA secondary structures and highlighted nucleotides for R2Dfa and R2/R1Dfa_SIDE are as described in Figure [4](#F4){ref-type="fig"}. The corresponding regions in the *D. innubila* elements are identical except for the boxed U in R2Dfa (A in R2Din) and the boxed G in the R2/R1Dfa_SIDE (A in R2/R1Din_SIDE). J1/2 sequences for the elements are shown below with nucleotide differences relative to R2Dfa boxed in blue. **(B)***In vitro* cotranscription/cleavage assays as described in Figure [4](#F4){ref-type="fig"}.](1759-8753-3-10-6){#F6} Figure [7](#F7){ref-type="fig"}A shows a comparison between the 5\' ends from the *D. immigrans* hybrid SIDE and R2 element. There are many nucleotide differences throughout the structure including a large number of compensatory changes in the P1 stem. The *in vitro* transcription-cleavage assays revealed that both the R2 and R2/R1 SIDE ribozymes self-cleaved at levels above 80% (Figure [7](#F7){ref-type="fig"}B). Therefore, the ribozymes encoded by the R2/R1 SIDEs in all four species can self-cleave and are likely able to process the 5\' end of the element transcript out of the 28S cotranscript. ![**The 5\' ends of*Drosophila immigrans*elements function as ribozymes. (A)** Folded RNA secondary structures, J1/2 sequencers, and highlighted nucleotides for R2Dim and R2/R1Dim_SIDE are as described in Figure [4](#F4){ref-type="fig"}. **(B)***In vitro* cotranscription/cleavage assay as described in Figure [4](#F4){ref-type="fig"}.](1759-8753-3-10-7){#F7} *In vivo* template jumps ------------------------ During the attempts to identify SIDE families by PCR, R2 5\' junction products that differed in length by 120 bp were observed in *Drosophila ambigua* (Figure [8](#F8){ref-type="fig"}A). The two junction types were confirmed using a second primer to sequences approximately 400 bp further downstream in the R2 element. Sequence analysis of cloned PCR products revealed the less abundant, shorter type to have typical R2 5\' junctions (8 clones) while the more abundant, longer type contained a 48 bp deletion of the 28S gene and a 170 bp extension at the 5\' end of R2 (12 clones). A sequence blast revealed this extension corresponded to the 5\' end of the small nuclear RNA, snU12 \[[@B34]\]. Sequencing of the snU12 from *D. ambigua* revealed 99% identity to the first 156 bp of the R2 extension, and two additional copies of nucleotides 151 to 156 present in the R2 extension. The structures for the two junction types are diagrammed in Figure [8](#F8){ref-type="fig"}B. ![***In vivo*template jump to the small nuclear RNA, snU12. (A)** 5\' R2 junction products from PCR amplification in *Drosophila ambigua* separated on a native, 8% polyacrylamide gel. Lane M, DNA length markers. **(B)** Diagrams of sequenced PCR products: 28S sequences (gray boxes); R2 sequences (blue boxes); snU12 sequences, yellow boxes. Long PCR products (12 clones) had a 48 bp deletion of upstream 28S sequences, 156 bp with sequence identity to the 5\' end of snU12, and a 6 bp repeat at the snU12/R2 junction (arrowheads). Short products (eight clones) had typical 5\' junctions that differed by zero to two non-templated nucleotides. **(C)***In vitro* cotranscription/cleavage assay of RNA containing R2 sequences with the snU12 extension indicated self-cleavage only immediately upstream of the R2 sequences (lane 1, open circles). RNA constructs (see (D)) designed to promote self-cleavage upstream of the snU12 sequences did not self-cleave (lanes 2 and 3, solid circles). **(D)** Secondary structures of R2 with U12 extension (1) and two modified constructs. The substitution of two C's in the P1 stem (2) and deletion of the 5\' end of R2 (3) are highlighted in gray. Structure number corresponds to lane number in (C). Nomenclature and highlighted nucleotides are as described in Figure [4](#F4){ref-type="fig"}.](1759-8753-3-10-8){#F8} The long variant of the R2 element likely originated during reverse transcription when the R2 reverse transcriptase jumped from the 5\' end of the R2 RNA to snU12 RNA. This process has been described as a template jump and has been observed *in vitro* for the R2 reverse transcriptase \[[@B35]\] and *in vivo* for human L1 retrotransposition \[[@B36]\]. Unlike the reoccurring jumps to snU6 by L1 which gave rise to sequence variation \[[@B37],[@B38]\], the multiple copies of R2 in *D. ambigua* are probably derived from a single jump to snU12 RNA since they all contain the same 6 bp repeats. Because this long form appears more abundant than the short form, one intriguing possibility is that a template jump gave rise to a new subfamily of R2 capable of retrotransposing with the upstream snU12 sequences. If the 170 bp extension is retrotransposing with the R2 element, RNA self-cleavage should occur upstream of the U12 sequences rather than at the R2 5\' junction. The products observed in T7 *in vitro* transcription-cleavage reactions are shown in Figure [8](#F8){ref-type="fig"}C. Efficient self-cleavage only occurred at the 5\' end of the R2 sequences as observed for a typical *Drosophila* R2 ribozyme (Figure [8](#F8){ref-type="fig"}C, lane 1; Figure [8](#F8){ref-type="fig"}D, diagram 1). Two constructs were next generated in an attempt to force cleavage upstream of the U12 sequences. In the first, the two G's at the base of the R2 P1 stem were mutated to C's (Figure [8](#F8){ref-type="fig"}D, diagram 2); in the second, all but the first 12 bp of the snU12 sequence as well as the first 66 nucleotides at the 5\' end of R2 were deleted (Figure [8](#F8){ref-type="fig"}D, diagram 3). Self-cleavage in standard *in vitro* reactions was not observed for either RNA construct (Figure [8](#F8){ref-type="fig"}C, lanes 2 and 3). We suggest the conditions needed for the self-cleavage of the R2 upstream of the snU12 extension are not met in our *in vitro* assay. We do not favor the alternative explanation that a single R2 insertion with U12 extension occurred in this species and was then duplicated multiple times by recombination. We have never seen high levels of amplification of a specific inserted rDNA unit in *Drosophila*. Finally, two additional examples of template jumps were detected in *Drosophila* species. An 80 bp extension at the 5\' junction of an R2 element was found in the trace archive of *D. pseudoobscura* (Additional file [2](#S2){ref-type="supplementary-material"}). These extra sequences differed at only one nucleotide position from the tRNA^lys(2)^ of this species. The presence of the nucleotides 'CCA' at the 3\' end of this extension, which are added to tRNA post transcriptionally, confirm that the sequence arose by a jump from the R2 RNA template to the mature tRNA. Surveying the remaining 11 *Drosophila* trace archives for 'CCA' immediately upstream of full-length R2 insertions revealed another potential template jump to tRNA in *Drosophila yakuba*. In this case, 18 nucleotides from tRNA^gly^ were found at the 5\' junction of an R2 (Additional file [2](#S2){ref-type="supplementary-material"}). Discussion ========== The experiments in this report provide evidence for new families of insertion elements in the 28S genes of *Drosophila*. Segments from R2 and/or R1 elements comprise these insertions, and they are mobilized by hijacking the R2 or R1 retrotransposition machinery. Because these non-autonomous elements rely (as does the R2 element itself) on cotranscription with the 28S gene, they are referred to as SIDEs rather than SINEs. Non-autonomous DNA-mediated transposable element families, such as the miniature inverted-repeat DINE-1 and non-autonomous P elements, have been previously documented in *Drosophila* genomes \[[@B39]-[@B41]\]. The R2 SIDE and R2/R1 hybrid SIDEs along with HeT-A \[[@B42]\] are, however, the only clear examples of non-autonomous retrotransposons to be found in *Drosophila*. Analysis of the SIDEs provides direct support for the model that R2 retrotransposition requires only the 5\' end for RNA self-cleavage from a 28S cotranscript and the 3\' UTR for binding the R2 protein to initiate TPRT. The discovery of SIDEs mobilized by the R1 machinery also provides strong support for the model \[[@B19]\] that the R1 protein recognizes the 3\' UTR sequences/secondary structure of its RNA to initiate TPRT and thus belongs to the class of stringent non-LTR retrotransposable elements. Because there is a single lineage of R2 element vertically transmitted in *Drosophila*\[[@B20]\], the levels of divergence between ribozyme sequences (excluding the highly variable J1/2 loop) from different elements can be compared to provide an estimate of the number of independently formed SIDEs and their approximate ages. First, the 25% sequence divergence between the ribozymes from the R2 element and R2 SIDE of *D. willistoni* is similar to the divergence between the ribozymes from the R2 elements from *D. willistoni* and *D. melanogaster* (23%) as well as between *D. ananassae* and *D. melanogaste*r (28%). Assuming similar levels of constraint on the ribozyme of these elements, this suggests the R2 SIDE lineage is as old as the divergence between species groups within the *Sophophora* subgenus, that is, over 40 million years \[[@B43],[@B44]\]. Second, the 27% sequence divergence between the R2 and hybrid SIDE ribozymes from *D. immigrans* indicates the R2/R1Dim_SIDE lineage also dates back to a comparable time within the *Drosophila* subgenus. Third, the lower levels of sequence divergence between the ribozymes from R2/R1Dwi_SIDE and R2Dwi (11%) and between the ribozymes from R2/R1Dfa_SIDE and R2Dfa (10%) suggests both of these hybrid SIDEs have a more recent origin (approximately 20 million years ago). Because *D. falleni* and *D. willistoni* are in different subgenuses, their hybrid SIDEs arose independently. Finally, because R2/R1Dfa_SIDE and R2/R1Din_SIDE have only 3% sequence divergence, they likely represent the same event in the ancestor of these two closely related species. In summary, the five identified SIDEs in this report appear to have originated in four separate events. Non-autonomous elements of DNA transposons (for example, miniature inverted-repeat transposable elements (MITEs)) and LTR retrotransposons (for example, terminal-repeat retrotransposons in miniature (TRIMs)) have been found to originate from autonomous elements by internal deletions \[[@B6],[@B45]-[@B48]\]. The non-LTR, non-autonomous elements TbRIME and Ag-Sponge also appear to have arisen by internal deletions \[[@B49],[@B50]\]. TbRIME is of special interest because it has sequence identity at the 5\' end to the ribozyme encoded by L1Tc \[[@B31],[@B51]\]. Two potential mechanisms could have formed the *Drosophila* SIDEs. First a template jump \[[@B35]\] during a retrotransposition reaction could have fused the 3\' and 5\' ends of an R2 element. The R2 5\' junctions with upstream snU12 RNA and tRNA sequences shown in Figure [8](#F8){ref-type="fig"} and Additional file [2](#S2){ref-type="supplementary-material"} demonstrates the R2 protein does have the ability to template jump *in vivo*. In the case of the hybrid SIDEs, R1 sequences are located downstream of the R2 sequences, therefore, it is the R1 reverse transcriptase that must be postulated as responsible for the jumps. A second more likely possibility for the formation of the SIDEs is that non-homologous recombination within the rRNA gene locus joined the 5\' end of R2 to either the 3\' end of R2 or the 3\' end of R1. Such recombinants could have been the result of DNA repair after retrotransposition events. The R2 machinery has been associated with large deletions of upstream rDNA sequences in *D. melanogaster*\[[@B52]\] and *D. simulans*\[[@B53]\]. Alternatively, the recombinations generating the SIDEs could simply have been aberrant versions of the frequent crossovers that give rise to the concerted evolution of the rDNA locus. Whatever the scenario, it seems unlikely that the SIDEs were formed in their present configuration. All SIDE families appear old, thus there has been ample opportunity for subsequent internal deletions to shorten the SIDEs until only the minimal sequences needed for activity remain. Based on the sequence conservation of each SIDE, it appears that these elements have recently been active. Since their formation, the ribozymes and 3\' ends of the SIDEs appear to be evolving similarly to the corresponding regions of R2 and R1 with two notable exceptions. A highly conserved 'U' located in the catalytic region of 18/19 *Drosophila* R2 ribozymes as well as in the R2 SIDE itself (pink circle, Figures [4](#F4){ref-type="fig"}A[6](#F6){ref-type="fig"}A[7](#F7){ref-type="fig"}A and [8](#F8){ref-type="fig"}D) has been substituted with an 'A' in all hybrid R1/R2 SIDEs. This substitution may reflect the difference in the insertion site of the hybrid SIDEs and consequently the upstream 28S sequences that must be cleaved from the cotranscripts. The second exception is a stop codon that is found in J4/2 in 18/19 R2 elements (pink box, Figures [4](#F4){ref-type="fig"}A[6](#F6){ref-type="fig"}A and [8](#F8){ref-type="fig"}D) but not found in any of the five SIDEs. We suggest this stop codon is important in the initiation of translation of the R2 RNA open reading frame by way of an encoded internal ribosome entry site (IRES) \[[@B54],[@B55]\], a function obviously not required for RNA arising from the SIDEs. In general, non-LTR SIDEs appear to be rare. An L1 SIDE has not been observed despite the fact that studies of L1 retrotransposition in cultured cells revealed the generation of chimeric and internally deleted L1 insertions \[[@B38]\]. The cis preference of the L1 ORF2 protein for its RNA can, however, readily explain the absence of an associated SIDE \[[@B56]\]. Likewise, our survey of 39 *Drosophila* species suggests that the formation of R2/R1 hybrid SIDEs and to a greater extent R2 SIDEs is also rare and/or their survival after formation is unlikely. While there is no evidence that R1 and R2 undergo cis preference, our studies on R2 expression and regulation suggest an explanation for the paucity of R2 associated SIDEs \[[@B57],[@B58]\]. Our current model suggests that *Drosophila* has the ability to select for transcription a localized region in the rDNA locus that has the lowest level of insertions. Because the SIDEs as well as the R2 elements rely on cotranscription with the 28S gene, their transcription can only occur whenever an rDNA unit with the insertion is located within this transcription domain. Consequently, in order for an R2 SIDE to retrotranspose both a copy of the SIDE and a copy of the autonomous R2 element must be present in the small transcription domain. Because the R2 lineage itself appears somewhat unstable and has been lost in several species of *Drosophila*\[[@B22],[@B59]\], the survival of an R2 SIDE would be even more tenuous. However, R1 elements have been suggested to contain their own promoter and thus may not need to be within the transcription domain for activity. R1 elements are present in all lineages of *Drosophila* and indeed many species have two distinct lineages \[[@B21],[@B59]\]. The greater evolutionary stability of the R1 retrotransposition machinery and the independence of transcriptional control of the hybrid SIDE from the autonomous R1 elements may explain why these SIDEs appear to have a greater chance of long-term survival within the locus. Conclusion ========== This report demonstrates that R1 and R2 elements, like many other non-LTR retrotransposons, are parasitized by non-autonomous sequences that hijack their retrotransposition machinery. These short internally deleted elements, or SIDEs as we have called them, need only the R2 self-cleaving ribozyme at their 5' end to process themselves from a 28S rRNA co-transcript and 3' RNA sequences which can be bound by the retrotransposition machinery of an autonomous element. These R2 SIDEs and R2/R1 SIDEs can survive only as long as the autonomous R1 and R2 elements are able to survive. The existence of each element would seem tenuous, as there are a limited number of potential insertion sites in the rDNA locus. However, the high rates of recombination and turnover of rDNA units within this locus facilitates mobile element survival \[[@B20],[@B21],[@B57],[@B59]\]. The finding that some lineages of the SIDEs have persisted for an estimated 40 million years suggests this genomic niche is sometimes even flexible enough to maintain the parasites of R1 and R2. Methods ======= PCR amplification/cloning/nucleotide sequence determination ----------------------------------------------------------- Genomic DNA from most *Drosophila* species surveyed was previously isolated \[[@B20],[@B21]\]. For *D. innubila* and *Drosophila phalerata*, genomic DNA was isolated from adult flies (a gift from J Jaenike) as described in the above references. The initial survey for R2 SIDEs was performed using two primers to the conserved catalytic region of the R2 ribozyme (R2(catA), 5\'-AAAACCTCCTCGTGGTRTY-3\') and (R2(catB), 5\'-GTGGCCTCCTCGTGGTRTY-3\') separately paired with a reverse primer which anneals to the 28S gene 29 to 50 nucleotides downstream of the R2 site (28S(+50), 5\'-CGTTAATCCATTCATGCGCGTC-3\'). The survey for R2/R1 hybrid SIDEs was performed using a reverse primer to the conserved catalytic region of the R2 ribozyme (R2 (cat1), 5\'-RAYACCACGAGGAGG-3\') paired with a primer annealed to the 28S gene 1 to 15 nucleotides downstream of the R2 insertion site (28S (+15), 5\'-TAGCCAAATGCCTCG-3\'). A second survey for R2 SIDEs and R2 5\' variation was performed by pairing the R2 (cat1) primer with a 28S gene primer 81 to 61 nucleotides upstream of the R2 insertion site (28S (−81), 5\'-TGCCCAGTCCTCTGAATGTC-3\'). Where noted R corresponds to A and G; Y corresponds to C and G; and W corresponds to A and T. PCR fragments were cloned into the pCR2.1-TOPO cloning vector (Invitrogen, Grand Island, NY USA) and sequenced (Macrogen, Rockville, MD USA). The 3\' ends of the R2/R1 SIDEs were obtained by pairing the *D. falleni/D. innubila* primer (fal(J1/2), 5\'-GCACATGGTGTCCCACAAATTGTCAG-3\') and the *D. immigrans* primer (imm(J1/2), 5\'-TACCTTGGCAAAGTACCC-3\') with a reverse primer which annealed to the 28S gene 6 to 27 nucleotides downstream of the R1 site (28S(+80), 5\'-GTTCCCTTGGCTGTGGTTTCGC-3\'). The 3\' end of the R2 ribozyme from *D. ambigua* was obtained by pairing primer (Cys(amb), 5\'-CATRTGNACRCCNARNCC) with (28S(−81)). A partial snU12 sequence from *D. ambigua* was obtained by pairing primers: (DpsU12up, 5\'-GTGCCTGAAATTAATGAGTAAGG) and (DpsU12down, GGGCAGATCGCAAACACCC). All PCR products were cloned and sequenced as above. The primers to sequences shared by the R2 element and SIDE(s) in *D. willistoni* (Cons(wil), 5\'-ACACCACGAGGAGGTTTCG-3\'), in *D. falleni/D. innubila* (Cons(fal), 5\'-ACACTGAATTTAGCACCCGGAGG-3\'), and in *D. immigrans* (Cons(imm), 5\'-ACGGWGGCCCCCTCTGC-3\') were paired with either 28S(−81) or (28S(−32), 5\'-CAACGGCGGGAGTAACTATG-3\') to determine relative SIDE abundance. PCR products were separated on 8.75% polyacrylamide gels and ethidium bromide stained bands analyzed using QuantityOne (BioRad, Hercules, CA USA). Template generation ------------------- Reverse primers which annealed to sequences downstream of the SIDE ribozymes: *D. willistoni* (R2SIDE(wil), 5\'-AGGATTAGACCTTCAGAATACC-3\') and (R2/R1SIDE(wil), 5\'- GCCAAACAGGAAATGGGTAAACC-3\') *D. falleni/D. innubila* (R2/R1SIDE(fal), 5\'-CTACCAATTCTAACTCCAAAACAG-3\'), and *D. immigrans* (R2/R1SIDE(imm), 5\'-TATGGAAGAATTCTAACCCGC-3\') as well as downstream of the R2 elements: *D. willistoni* (R2(wil), 5\'-GGTAACCCCAAGAGTTGCTTC-3\'), *D. falleni/D. innubila* (R2(fal), 5\'-TTGGGTAGGTAACCCTTTGGAC-3\'), *D. immigrans* (R2(imm), 5\'-TGATTTGCACCAACAGTTGTC-3\') and *D. ambigua* (R2(amb), 5\'-CCCCATAGGACTGTTTCGCTG-3\') were paired with a 28S upstream primer containing a T7 promoter (28S(−95), 5\'-TAATACGACTCACTATAGGGCACAATGTGATTTCTGCCCAGT-3\'). PCR fragments were cloned into the TOPO cloning vector (Invitrogen, Grand Island, NY USA). DNA templates were generated by PCR amplification using the same primers with unincorporated primers and nucleotides removed with the PCR Purification Kit (BioBasics, Markham, Ontario Canada). Cotranscription/cleavage assay ------------------------------ Assays were preformed as described in \[[@B25]\]. Approximately 0.1 μg of PCR template was incubated in transcription buffer with 20 units of T7 RNA polymerase (Fermentas, Glen Burnie, MD USA) and trace amounts of \[α-^32^P\]UTP) for 1 h at 42°C. Reactions were then placed on ice and four volumes of 95% formamide, 10 mM EDTA (pH 8) added. RNA products were denatured at 92°C for 3 minutes and separated on 8 M urea, 5% polyacrylamide gels. The dried gels were exposed to a phosphorimager screen and analyzed using QuantityOne (BioRad, Hercules, CA USA). SIDE sequence files ------------------- Complete nucleotide sequences for each SIDE can be found in Additional file [3](#S3){ref-type="supplementary-material"} (R2Dwi_SIDE), Additional file [4](#S4){ref-type="supplementary-material"} (R2/R1Dwi_SIDE), Additional file [5](#S5){ref-type="supplementary-material"} (R2/R1Dfa_SIDE), Additional file [6](#S6){ref-type="supplementary-material"} (R2/R1Din_SIDE), and Additional file [7](#S7){ref-type="supplementary-material"} (R2/R1Dim_SIDE). Sequences were aligned with the aid of ClustalX \[[@B60]\]. Original sequence reads ----------------------- Sequencing reads from the whole genome shotgun sequencing project of *D. willistoni* (8.4-fold coverage), *D. pseudoobscura* (ninefold coverage), and *D. yakuba* (ninefold coverage) were accessed by Blast search (version 2.2.17) in the trace archives at NCBI \[[@B26]\]. Competing interests =================== The authors declare that they have no competing interests. Authors' contributions ====================== DGE carried out the studies and drafted the manuscript. THE participated in the design of the studies and helped finalize the manuscript. Both authors read and approved the final manuscript. Supplementary Material ====================== ###### Additional file 1 **R1 and hybrid SIDE 3\' end sequence conservation.** Two lineages of R1 elements, R1A and R1B, suggested to have diverged over 100 million years ago and maintained in *Drosophila* by vertical descent were previously found to have little sequence conservation in the 3\' untranslated regions (UTRs). Shown in this figure are sequences from the 3\' ends of nine R1A and six R1B family members that represent the diversity of *Drosophila*. The six R1 segments with the highest levels of identity were also identifiable in the four families of R2/R1 SIDEs. Distances from the stop codon of open reading frame 2 (ORF2) (R1 elements) or the ribozyme (SIDE elements) as well as distances between conserved segments are shown in parentheses. Dmer, *Drosophila mercatorum*; Dfa, *Drosophila falleni*; Dte, *Drosophila testacea*; Dpu, *Drosophila putrida*; Dan, *Drosophila ananassae*; Dta, *Drosophila takahashii*; Dme, *Drosophila melanogaster*; Dps, *Drosophila pseudoobscura*; Dvi, *Drosophila virillis*; Dre, *Drosophila recens*; Dgr, *Drosophila grimshawii*. ###### Click here for file ###### Additional file 2 **Template jumps to tRNA. (A)** Diagram of an R2 5\' junction found in the *Drosophila pseudoobscura* trace archive indicating a template jump from R2 RNA to tRNA^lys(2)^: R2 (blue box); tRNA (purple box); 28S gene (gray box). Partial 28S and R2 junction sequences and the entire tRNA^lys(2)^ sequence is shown below the diagram. Three non-templated nucleotides (white box) are present between the tRNA and 28S sequences. **(B)** Diagram and sequence of the 5\' junction of a template jump to tRNA^gly^ found in the *Drosophila yakuba* trace archive. Shading as in **(A)**. ###### Click here for file ###### Additional file 3 R2Dwi_SIDE sequence. ###### Click here for file ###### Additional file 4 R2/R1Dwi_SIDE sequence. ###### Click here for file ###### Additional file 5 R2/R1Dfa_SIDE sequence. ###### Click here for file ###### Additional file 6 R2/R1Din_SIDE sequence. ###### Click here for file ###### Additional file 7 R2/R1Dim_SIDE sequence. ###### Click here for file Acknowledgements ================ The authors thank William Burke for helpful discussions. We thank J Jaenike (University of Rochester) for fly stocks. This work was made possible by National Institutes of Health Grant Number R01GM42790.
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Scientists at UC Berkeley and UC Riverside have demonstrated a way to edit the genome of disease-carrying mosquitoes that brings us closer to suppressing them on a continental scale. The study used CRISPR/Cas9 gene-editing technology to insert and spread genes designed to suppress wild insects, while at the same time avoiding the resistance to these efforts that evolution would typically favor. The proof-of-concept study was demonstrated in fruit flies; but the researchers believe this technology could be used in mosquitoes to help fight malaria and other mosquito-borne diseases in the next decade, pending public and regulatory approval. “What we showed is that, if you disrupt a gene required for fertility in female mosquitoes at multiple sites all at once, it becomes much harder for the population to evolve around that disruption. As a result, you can suppress a much larger population. It’s much the same as combination drug therapy, but for CRISPR-based gene drive,” said John Marshall, the study’s lead author and an assistant professor of biostatistics and epidemiology at the UC Berkeley School of Public Health. The article was published recently in the journal Nature Scientific Reports. The research was funded by the National Institutes of Health, UC MEXUS and the Parker Foundation. The technology at the heart of the study is called a gene drive system, which manipulates how genetic traits are inherited from parent to offspring. Gene drives are used to bias genetic inheritance in favor of rapidly spreading, self-destructive genes, and could be an environmentally friendly and cost-effective way to suppress populations of disease-spreading insects. The rise of CRISPR/Cas9 gene-editing technology (developed at UC Berkeley, see video below) has recently revolutionized gene drive systems because it offers a rapid, efficient and reliable way to make precise, targeted changes to the genome. The new study based its calculations on a gene drive that past studies found could result in up to 99 percent of offspring inheriting the inserted gene. Yet the few offspring that don’t inherit the gene present a big problem for this technology. A fraction of these offspring are immune to the gene drive, so any attempt to eliminate a mosquito species in this manner would result in a rapid rebound of those that are gene drive-immune. The impact of this resistance on the ability of gene drive to spread and suppress populations had previously been discussed; but had not been thoroughly evaluated. Through mathematical modeling, the new study found this resistance would have a major impact on attempts to eliminate a mosquito species on a continent-wide scale. To address this issue, the research team devised a technique that they determined could potentially suppress mosquito species continent-wide. The new technique, called multiplexing, involves using one of the components of the CRISPR system, a guide RNA, to target multiple locations in a gene at once. Computer modeling by the research team suggests that the size of the population that could be suppressed increases exponentially with the number of these guide RNAs utilized. It also shows that with four or five multiplexed guide RNAs, a mosquito species could potentially be suppressed on a continental scale. “Knowing that we can potentially overcome the issues of resistance through careful engineering and multiplexing is huge,” said co-corresponding author Omar Akbari, an assistant professor of entomology at UC Riverside. The researchers demonstrated the technology in fruit flies, an organism commonly used as a model in labs. Now they are working to adapt this technology to the mosquito species that transmit malaria, dengue and Zika. “The potential of multiplexing is vast. With one guide RNA, we could suppress a room of mosquitoes. With four, we could potentially suppress a continent and the diseases they transmit. But nature has a knack for finding a way around hurdles, so assessing that potential will require a lot more work,” Marshall said.
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Conformon From a biological standpoint, the goal-directed molecular motions inside living cells are carried out by biopolymers acting like molecular machines (e.g. myosin, RNA/DNA polymerase, ion pumps, etc.). These molecular machines are driven by conformons, that is sequence-specific mechanical strains generated by free energy released in chemical reactions or stress induced destabilisations in supercoiled biopolymer chains. Therefore, conformons can be defined as packets of conformational energy generated from substrate binding or chemical reactions and confined within biopolymers. On the other hand, from a physics standpoint, the conformon is a localization of elastic and electronic energy which may propagate in space with or without dissipation. The mechanism which involves dissipationless propagation is a form of molecular superconductivity. On quantum mechanical level both elastic/vibrational and electronic energy can be quantised, therefore the conformon carries a fixed portion of energy. This has led to the definition of quantum of conformation (shape). References Category:Physics
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Who exactly are these middle class families? What are their interests? Will they constitute a new force for more and better spending on public goods like schools and roads that will lift all boats, or will they push for more government largesse and new entitlements directed to them? Using the $10 to $50 per capita per day thresholds, the middle class in Latin America now constitutes 30 percent of the region’s population, and captures 50 percent of household income, making it a potential political force to be reckoned with. Adults in the typical middle class household have at least some secondary education and are likely to be employees in urban, formal jobs. In most countries they are not in the middle of the income distribution but are concentrated in the top quintile. Though they are “rich” (at median daily income per capita of about $15), they are in absolute money terms closer to their poorer counterparts (at about $5) than to their richer ones (at about $55). But like richer households, middle class households rely heavily on private schooling for their children – and far more so than their poorer counterparts (see table below). (The low figure in Chile presumably excludes publicly-subsidized private schools. Because definitions may vary between countries the numbers should hence not be interpreted as definite enrollment rates, but rather as between-class comparisons in single countries.) Percentage of students enrolled in private schools, by age and income group (2008/2009) Latin America has a long history of relying on private institutions as providers of primary and secondary education. Beginning in the 1960s, when enrollment in primary schools increased dramatically to include many of poor children, many families, including the working poor, opted out of public schools where quality was probably declining and put their children into the expanding private schools. Is that a problem? It depends on country and context. CGD Research Fellow Justin Sandefur just fought an impressive wonkwar on Duncan Green’s blog with former UNESCO staff member Kevin Watkins. Justin defended the possibility that private schools, despite their costs to poor families, can help increase access and improve quality of schooling for poor children where public systems are not doing the job, referring mostly to examples and data from Africa and South Asia. Perhaps in Latin America private schooling as an option is reaching its peak? The protests in Chile suggest a rising middle class will not indefinitely tolerate a situation in which they are stuck with a choice between public schools that are not good enough and private schools that are not cheap enough. Schooling may be the first stop for some sort of change in the social contract in countries where a new middle class is feeling its political oats.
3.21875
3
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At the start of her teaching career, Khalique explains that her school enrolled 1,000 students, of which 300 were females. While poverty and conflict contribute to low enrollment for female students, Khalique believes that many girls in her community do not attend school for cultural reasons. Khalique further explains that many families believe that a female’s place is in the home and as a result, girls do not have equal access to education. Despite these cultural challenges, Mariam Khalique is working to change perspectives and practices in her community, stating, “These are crimes against humanity, that I have no choice but to decry.” Khalique approaches education as an innate human right. Education transforms lives and by providing all children with equal education, they will be able to develop the necessary skills and knowledge to improve their lives. By giving individuals the ability to make changes, society will experience greater long-term benefits. While education typically refers to improving reading, writing, and mathematics, we must expand upon this tradition definition to make education more practical and valuable to communities. Education programs can also target issues such as citizenship, maternal and child health, nutrition, and sanitation. The Global Monitoring Report states that “Education’s unique power to act as a catalyst for wider development goals can only be fully realized, however, if it is equitable…Education empowers girls and young women, in particular, by increasing their chances of getting jobs, staying healthy and participating fully in society – and it boosts their children’s chances of leading healthy lives.” As we approach the 2015 deadline for the Millennium Development Goals, it is important for us to consider the positive impacts that girls’ education can have on societies across the globe, but we must keep several points in mind: Are we creating educational programs that are culturally relevant to the specific communities they target? While Mariam Khalique explains that cultural perspectives in her community need to change, it is imperative that educational reforms and programs respect and reflect the wants and needs of a community. In order for education to have meaning and value to people, it must provide them with relevant skills and knowledge that will enable them to improve their lives. Whether it is health, nutrition or sanitation information, more job specific training, or literacy programs, we must move beyond the idea that one model of education will work across the globe and move towards increasing a community’s participation in the reform process. Pakistan’s first locally created animation has been raising debate all over the world. The cartoon titled “Burka Avenger” was created by one of Pakistan’s biggest male pop stars, Aaron Haroon Rashid. The main character is a young, female teacher disguised in a black burqa who fights to protect the girl’s school, where she works, from the Talibani men who threaten to shut it down. The first episode portrays the Taliban and others opposed to girls’ education as evil, ignorant thugs. It is full of comments about the importance of girl’s education for themselves and future generations. Western news sources harold the cartoon for tackling real issues in girls’ education and the Taliban’s blame for shutting down schools. Still, local critics have focused in on the burka the character wears, and have steered conversation towards that issue rather than girls’ education. Novelist Bina Shah, blogged: ‘Is it right to take the burka and make it look “cool” for children, to brainwash girls into thinking that a burka gives you power instead of taking it away from you?’ She fears little girls will start wearing burkas to imitate the character (2013). Fakhar Uhar-Rehman fears the show may do more harm than good and it may be seen as a “mockery of the culture” (Aljazeera, 2013). Haroon, the creater, told CNN that he chose the burka because he wanted to uplift the good things of Islam by showing the character is a Muslim woman AND a superhero. When speaking about the general purpose of the show Haroon has taken on a fairly neutral stance and states that he simply wanted to promote positive social messages to the children of Pakistan. Haroon never comes out and says he is specifically trying to promote girls’ education. Given what happened to Malala Yousafzai and the threats of publicly promoting girls’ education in Pakistan, it’s little surprise Haroon shows caution and reserve. Aside from the ongoing battle for girls’ education, episodes of the Burka Avenger cover other issues affecting Pakistan, including discrimination, child labor, sectarian violence, electricity shortages and protecting the environment. Haroon reminds viewers that the Burka Avenger fights with a pen and not a sword: implying the value of education over violence. Unfortunately, the local fixation on the burka seems to have blanketed the show with controversy rather than applauding it for the positive messages it gives. Perhaps this was the precise motivation of those who in today’s society cannot publicly claim their opposition of girls’ education. The Burka Avenger, and the media coverage on the show, further exemplify the political pressure and danger sometimes coupled with girls’ education around the globe. I think the show proposes a creative way to advocate for girls in a country with such strong opposition.
3.90625
4
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Q: Re-arranging array I have an assignment they ask me to re-arrange an array from the even numbers to the odd numbers like this: Sample Output: Please enter array of 5 integers: 1 2 5 6 4 the array after re-arranging: 2 6 4 1 5 I couldn't do it " I cant use methods" can anyone help me ? this is my code: public static void evenOdd(int[] arr){ int i=0; int arr1[] = new int[5]; for (i=0;i<5;i++) { if (arr[i]%2==0) arr1[i]=arr[i]; } for (i=0;i<5;i++){ if(arr[i]%2!=0) arr1[i]=arr[i]; }//end for for(i=0;i<5;i++) System.out.print(arr1[i]+" "); System.out.println(""); }//end method THANK YOU A: The problem is when you add them into the new array you are putting them in the same position: i. Use a separate int to keep count of what part of the index you are on. public static void evenOdd(int[] arr){ int i=0; int count = 0; int arr1[] = new int[5]; for (i=0;i<5;i++) { if (arr[i]%2==0) { arr1[count]=arr[i]; count++; } } for (i=0;i<5;i++){ if(arr[i]%2!=0) { arr1[count]=arr[i]; count++; } }//end for for(i=0; i < 5; i++) { System.out.print(arr1[i]+"\n"); } }//end method
3.046875
3
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Medical Politics Health Politics. Politics affects health, hospital management, physicians and patients in a big way. Dr. David Samadi will explore major national and global health political issues and debates affecting the patient outcome. Learn what you need to know and get Dr. Samadi's take. HEALTH POLITICS Zika virus has been making headlines with increasing frequency of late But what is it really, and are you at risk? Officials in several countries including El Salvador and the Philippines have issued an unprecedented warning, urging women of childbearing age to avoid getting pregnant until 2018 in an attempt to stem the spread of the virus which has been linked to microcephaly, a condition which results in stunted brain and head growth and developmental delay. Zika is spread by the Aedes species of mosquito, which also brought mankind the dengue and chikungunya viruses. These hardy bugs can survive indoors and out, and the World Health Organization has warned that every country in the Americas with the exception of Canada and continental Chile are havens for the insects. Virologists have been unable to determine exactly how the virus was able to migrate from Uganda in the 1940s, or indeed how it has been able to spread so quickly now. Twenty-one countries and territories have reported Zika cases since the outbreak first hit the region in May 2015. How will you know if you've been infected by Zika? You might not, ever. According to the Centers for Disease Control, only 1 in 5 people infected will ever show any symptoms. Those who are symptomatic of Zika rarely exhibit conditions severe enough to require any hospitalization. Symptoms include headache, fever, conjunctivitis, vomiting, rash, joint pain and muscle pain -- all of which can last up to a week. Prior to recent Zika outbreaks there have been reports of Zika patients developing the serious auto-immune disorder Guillain-Barré Syndrome. Researchers are also currently investigating a possible connection between maternal Zika infection and infant microcephaly. This is a neurological condition wherein a baby's head is much smaller than normal, and can can contribute to seizures, mental retardation and other health issues. Since October 2015, Brazil has seen an increase in microcephalic births by a factor of ten, and while Zika virus is suspected, it has not been definitively linked to microcephaly. Although there is no treatment, the CDC recommends that Zika patients rest, increase their fluid intake, and use medications such as acetaminophen for fever relief. They are recommending against aspirin use until dengue fever has absolutely been ruled out, due to the risk of hemorrhage. With no vaccine yet available, we must all be diligent to both avoid the virus, and avoid spreading it if there is a chance we might have contracted it. Everything you might use to avoid being bitten by your ordinary garden variety mosquito will work against the Aedes species. That includes mosquito netting, avoiding areas with standing water, and mosquito repellent. The CDC recommends using products that contain IR335, picaridin, or DEET. Once bitten and having contracted Zika, it is imperative to avoid being bitten by another mosquito during the first week of infection, to prevent the further spread of the disease. The CDC is recommending that pregnant women avoid travel to Zika “hot spots”as efforts are underway to formulate a vaccine, which some experts predict could be at least three years away. If travel to any of these countries is unavoidable during the current crisis, please discuss your visit with a health care professional to make sure you have the most up-to-date information available.
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As integrated circuit clock frequencies and circuit densities continue to scale dramatically upward, the importance of a stable power supply voltage becomes critical for reliable operation. Power supply current demand and therefore voltage fluctuation is affected by changes in power consumption on the chip. Sustained changes of on-chip switching activity for more than one clock cycle change the average current demand (ΔI) of CMOS chips and create power voltage noise in the mid-and low frequency range. Thus, switched bypass resistors are often connected directly to the power supply. The power supply noise is created because the power supply and voltage regulation functions are physically displaced from the chip, resulting in additional power loading on the power supply. Chip modules, circuit card assemblies (CCA) and printed circuit boards (PCB) often combine to present a complex distribution network for on-chip power supply regulation. The un-avoidable inductances in the power delivery network routed from the power supply to the on-chip circuits are a primary source of power supply noise. Increased switching activity causes a drop of the on-chip supply voltage and decreasing switching activity can result in voltage supply overshoot. The on-chip voltage fluctuations are attributable to high switching activity of a large percentage of active devices and their corresponding capacitive loads. This type of fluctuation in power supply voltage tends to occur over a period of about 5 nanoseconds. Power supply noise impacts chip performance and can cause false switching in logic circuits. Power supply noise becomes more and more critical with increasing ΔI and decreasing supply voltage because noise margins for low voltage circuits are commensurately reduced. Large leakage currents in the range of about 70 A can operate to reduce power supply noise in CMOS integrated circuits due to a damping effect in supply perturbations and also because of the relatively small dependency of the supply voltage to leakage resistance. However, in current process technologies, leakage currents present a major source of power dissipation as well as unique challenges to chip cooling, thereby mitigating any reliance on leakage currents as a means for reducing power supply noise. Another common practice to reduce power supply noise is to place decoupling capacitors on-chip as well as on the module, CCA or PCB. On-chip decoupling capacitors are most efficient for mid-frequency power supply noise reduction, but the total amount of decoupling capacitance is limited by the chip size. Moreover, the path inductances of the power delivery network and of the decoupling capacitors themselves are reduced by appropriate design and technology. However, low inductance capacitors (LICA) placed on the module are significantly more expensive than general purpose capacitors.
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Child Labour in Agriculture Worldwide, agriculture is the sector where by far the largest share of child labourers is found – approximately 59 percent. Over 98 million girls and boys aged 5 to 17 years old work in crop and livestock production, helping supply some of the food and drink we consume and the fibres and raw materials we use to make other products. This figure includes child labourers in fisheries and forestry. Almost 70 percent of child labourers are unpaid family workers (ILO Global Estimates and Trends 2000-2012). Agriculture is one of the three most dangerous sectors in terms of work-related fatalities, non-fatal accidents and occupational diseases. About 59 percent (or 70 million) of all children in hazardous work aged 5–17 are in agriculture. Child labour is defined by the ILO Convention No. 138 on Minimum Age, 1973, and the ILO Convention No. 182 on Worst Forms of Child Labour, 1999, as work that harms children’s well-being and hinders their education, development and future livelihoods (for more information: International Labour Standards on child labour in agriculture - webpage under construction). When children are forced to work long hours, their ability to attend school or vocational training is limited, preventing them from gaining education that could help lift them out of poverty. Girls are particularly disadvantaged as they often undertake household chores following work in the fields. Much of agricultural work can be hazardous, especially when health and safety standards are low, and can cause sickness, injury or even death. Children are particularly at risk as their bodies and minds are still developing, and they are more vulnerable to hazards such as pesticides. The negative health consequences of their work can last into adulthood. Especially in the context of family farming and other rural family endeavours, it is important to recognize that some participation of children in productive non-hazardous activities can be positive, as it contributes to the inter-generational transfer of skills and to children’s food security. Age-appropriate tasks that do not present risks and do not interfere with a child’s schooling and right to leisure can be a normal part of growing up in a rural environment. Indeed, many types of contributions to the household's livelihoods can provide children with practical and social skills for their future. However, for more than 98 million girls and boys, their work in agriculture goes beyond these limits and becomes child labour to be eliminated. The prevalence of child labour in agriculture undermines decent work, sustainable agriculture and food security. Low family incomes, the absence of schools, the lack of regulations and enforcement, and ingrained attitudes and perceptions about the roles of children in rural areas are some of the factors which make child labour in agriculture particularly difficult to tackle. Unless a concerted effort is made to address its root causes such as poverty and food insecurity, it will be impossible to achieve the goal of eliminating all worst forms of child labour by 2016 as per the ILO's Global Action Plan on the Elimination of Child Labour. The International partnership for cooperation on child labour in agriculture brings together stakeholders from labour and agriculture organizations to find solutions to child labour in agriculture. During the conference, a Workshop on "Political will: Action against child labour in agriculture" offered recommendations on a wide range of measures - sustainable development policies and food security, cross-sectoral policies and programme, decent work, and enhanced participation of rural stakeholders, companies and consumers. The International partnership for cooperation on child labour in agriculture issued a joint Statement to the participants at the Hague conference to support the inclusion in the Roadmap of a specific commitment and concrete actions on child labour in agriculture, including livestock rearing, fisheries and forestry. Click to view the Video, ILO 2007 Since 2007, FAO and ILO are increasingly focusing on child labour in agriculture. A number of these activities are developed in close collaboration. A Study on Child Labour and children’s economic activities in agriculture in Ghana (FAO - Humboldt University Berlin, with collaboration from ILO, 2008) addressed knowledge gaps on child labour issues prevailing in the agricultural sector – specifically in cocoa production, fishing and cattle herding - and provided recommendations for agricultural stakeholders. Some key recommendations are: 1) integrating child labour issues into programmes and activities; 2) increasing the knowledge on incidence and forms of child labour in all agricultural sub-sectors, and on successful policies and interventions; 3) building capacity through training and education material for decision makers, agricultural extension services, farmers, children and youth. A newsletter on Participatory Approaches and Child Labour in Agriculture (FAO Participation Website Team, 2009) provides information on participatory methods, approaches and tools for combating child labour. The newsletters show examples of communities of practice, participatory disease surveillance, participatory and community-based research and assessments, participatory theatre and communication strategies. The Workshop on Child Labour in Fisheries and Aquaculture (FAO, in cooperation with the ILO, 2010) was the first initiative to address child labour in the sector. It provided a forum to exchange and discuss knowledge, experiences and good practices related to child labour in fisheries and aquaculture and to agree on a set of recommendations, provide advice and define actions.
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Electronic devices, such as the integrated circuits (IC) 103 shown in FIG. 1, commonly include circuits 106 (labeled “HV circuits”) that operate from a relatively high DC supply voltage (for example, 3V). IC 103 also includes circuits 109 (labeled “LV circuits”) that operate from a lower DC supply voltage (for example, 1V), i.e., lower than the relatively high DC supply voltage. To accommodate such circuits, IC 103 includes an internal linear regulator 112 to generate the low-voltage supply (1V) from the high-voltage supply (3V, as provided by battery 115). Linear regulator 112 drives the 1V supply rail, including a pin to an external capacitor 118. Often, the actual supply voltage to HV circuits 106 is higher than the level that would support a given performance specification. For example, although HV circuits 106 may only have a minimum operating supply voltage of 2V, it may be supplied by a 3V power source. Assuming that HV circuits 106 consume approximately the same supply current independent of the supply voltage, HV circuits 106 consume about 50% more power than necessary. Similarly, linear regulator 112 consumes approximately two times the power consumed by LV circuits 109. To reduce the excess power consumption in the IC in FIG. 1, IC 103 in FIG. 2 incorporates a switch-mode DC-DC regulator 121 to drop a higher supply voltage down to a level closer to the minimum voltage actually required by the circuitry. For example, an inductor-based switch-mode DC-DC regulator 121 (using inductor 124 in conjunction with capacitor 118A) is used in the arrangement in FIG. 2 to step down the voltage of a 3V battery 115 to the 2V level appropriate for HV circuits 106. A switching DC-DC regulator can provide power transfer efficiencies much higher than that of a typical linear regulator. Using a linear regulator to drop the battery voltage from 3V to 2V for HV circuits 106 would have relatively little impact on the power consumed from the battery, while switch-mode DC-DC regulator 121 with, say, 90% efficiency, would reduce the battery power drain by approximately 26%. In IC 103 of FIG. 2, switch-mode DC-DC regulator 121 is used to generate the HV supply (2V) used by both HV circuits 106 and linear regulator 112, which generates the LV supply. By reducing the supply voltage to linear regulator 112, switch-mode DC-DC regulator 121 reduces the power loss in linear regulator 112 relative to the arrangement in FIG. 1. Linear regulator 112 in FIG. 2, however, still wastes about the same amount of power as consumed by LV circuits 109 (compared to wasting twice the power consumed by LV circuits 109 in FIG. 1). One way of reducing the power lost in linear regulator 112 is to further reduce its input voltage. However, given that the 2V supply generated by switch-mode DC-DC regulator 121 is limited by the minimum operating voltage of HV circuits 106, switch-mode DC-DC regulator 121 output voltage cannot be further reduced, given the circuit arrangement of FIG. 2. An alternative arrangement, shown in FIG. 3, uses switch-mode DC-DC regulator 121 to power LV circuits 109 directly from battery 115, i.e., keep HV circuits 106 powered directly from external battery 115. In this arrangement, switch-mode DC-DC regulator 121 generates the 1V supply for LV circuits 109, while HV circuits 106 operate directly from 3V battery 115. Although the power consumed by HV circuits 106 does not benefit from using switch-mode DC-DC regulator 121, the power loss of a linear regulator (as shown in FIGS. 1-2) is eliminated and replaced by a smaller power loss in switch-mode DC-DC regulator 121. Depending on the relative power consumption of HV circuit 106 and LV circuits 109 and their operating supply voltages, some ICs might benefit more from the arrangement shown in FIG. 2, while other ICs might benefit more from the arrangement shown in FIG. 3. For example, if the HV circuits' power consumption is much larger than the LV circuits' power consumption, using switch-mode DC-DC regulator 121 to generate the supply to HV circuits 106 provides a larger benefit, as the power saved in HV circuits 106 would exceed the potential power savings of the arrangement in FIG. 3. Conversely, if the power consumed by LV circuits 109 dominates, the arrangement in FIG. 3 would provide a larger benefit, given that the power saved by eliminating linear regulator 112 would exceed the power loss in HV circuits 106 due to the larger supply voltage provided to HV circuits 106.
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When the members of the United Nations adopted the Agenda 2030 for Sustainable Development, they promised, among other things, to fight poverty and hunger worldwide, protect the climate and improve the health of all. They set up 17 Sustainable Development Goals (SDGs), among them SDG 3: 'Health for All at All Ages'. The most important instrument to achieve this is SDG 3.a: 'Strengthen the implementation of the WHO Framework Convention on Tobacco Control (FCTC)'. The FCTC is an international health treaty with 180 Parties, is based on human rights and explicitly refers to the UN Convention on the Rights of the Child (UN CRC). *Unfairtobacco* emphasizes the links between SDGs, children's rights and tobacco control in a new brochure and offers recommendations aiming for a tobacco-free world. How tobacco impedes sustainable development {#sec1.1} =========================================== More than 17 million people work in tobacco cultivation worldwide, mainly in low- and middle-income countries with low labour standards, where more than 90% of the global tobacco harvest is produced. Smallholder farmers find it difficult to earn a living from tobacco cultivation (irreconcilable with SDGs 1 and 2)^[@cit0001]^ and need the help of their children as contribution to their livelihood, even at the expense of their education (irreconcilable with SDGs 8.7 and 4). Dangerous chemicals are intensively used in the fields, and due to the lack of protective clothing occupational accidents such as poisonings are widespread (irreconcilable with SDGs 3.9 and 8). In addition, nicotine is absorbed through the skin when workers get into contact with tobacco leaves, eventually causing acute nicotine poisoning, the so-called 'green tobacco sickness' (irreconcilable with SDG 8.8). Thus, the widespread use of child labour is particularly worrying^[@cit0002]^. On top of it, tobacco cultivation damages the environment: tobacco depletes the soil of nutrients and, consequently, forests are cleared to develop new fertile fields as well as to obtain firewood for curing the green tobacco leaves. The curing process requires globally around 8 million tonnes of fuelwood every year (irreconcilable with SDGs 12.2, 13 and 15.2). Furthermore, the chemicals used in tobacco growing enter waterbodies and adversely affect aquatic life biodiversity (irreconcilable with SDGs 6.3 and 6.6)^[@cit0003]^. Approximately one billion people worldwide consume tobacco. Eight million people die from it every year and about 1.2 million die from exposure to secondhand smoke^[@cit0004]^. Tobacco is the leading preventable cause of premature death from non-communicable diseases (irreconcilable with SDG 3.4). Smoking prevalence is highest worldwide in population groups with low socioeconomic status, in low- and middle-income countries as well as in high-income countries (irreconcilable with SDGs 1.2 and 10.2)^[@cit0005]^. After tobacco consumption, tobacco waste, especially cigarette butts, also damage the environment because the toxicants contained in the butts leach out into soil and water (irreconcilable with SDGs 6.3, 6.6, 11.6 and 14.1). How tobacco violates children's rights {#sec1.2} ====================================== Children and adolescents are particularly vulnerable to the effects of tobacco production and consumption. The widespread use of child labour in connection with the living and working conditions in tobacco cultivation specifically violates the children's rights to health (UN CRC Art. 24), to adequate standard of living (UN CRC Art. 27), to education (UN CRC Art. 28), to leisure (UN CRC Art. 31) and to protection from economic exploitation (UN CRC Art. 32). Both the marketing of addictive and harmful tobacco products, which is specifically targeted at children and adolescents, and the lack of protection from secondhand smoke violate children's rights to life (UN CRC Art. 6), to information (UN CRC Art. 17), to health (UN CRC Art. 24) and to protection from narcotic drugs (UN CRC Art. 33). In 2013, the UN Committee on the Rights of the Child published its General Comment on the Right to Health and explicitly referred to the need to transpose the WHO Framework Convention on Tobacco Control into domestic law^[@cit0006]^. The entirety of children's rights leads to the conclusion: children have a right to a tobacco-free world. That means a world where tobacco consumption has been reduced to a meaningless level in the majority of countries and where the tobacco industry is highly regulated. Children have the right to be protected from the tobacco industry, i.e. not to be exploited in tobacco cultivation, to live in a smoke-free environment that protects them from secondhand smoke as well as from starting to smoke themselves, and to have access to smoking cessation support if they have become addicted to tobacco^[@cit0007]^. The state has an obligation to respect, protect and fulfil children's rights. The regulation of the tobacco industry is not a voluntary matter of companies, but a duty of the government. In all measures taken on the way to a tobacco-free world, the best interests of the child (UN CRC Art. 3) must be paramount and it must be ensured that children's views are considered (UN CRC Art. 12). How a tobacco-free world can be created {#sec1.3} ======================================= Aiming for a tobacco-free world, one can find the framework and guidelines for action in the WHO Framework Convention on Tobacco Control, the Agenda 2030 for Sustainable Development and the UN Convention on the Rights of the Child, which are complementary and mutually reinforcing. The monitoring of implementation progress is embedded within the framework of these international instruments. The FCTC Secretariat of the WHO regularly evaluates the mandatory reports of the States Parties. In 2018, for example, measures to protect people from secondhand smoke in public places (FCTC Art. 8) have been implemented by 88% of the reporting states. A comprehensive ban on tobacco advertising (FCTC Art. 13) has only been implemented by 61% of the states, not including Germany, where *Unfairtobacco* is located. Support for alternative livelihoods for tobacco farmers (FCTC Art. 17) is the least implemented Article^[@cit0008]^. The monitoring of the sustainability agenda is voluntary for the states. Since 2016, Germany has been reporting on progress with different priorities. The measures for implementing the FCTC (SDG 3.a) are assessed by the government as sufficient solely on the basis of smoking prevalence, disregarding for example social inequalities in smoking or protection from secondhand smoke. Efforts to shape sustainable supply chains of German companies (SDGs 8 and 12) are focused on individual sectors, e.g. textiles and cocoa, and continue to be based on voluntary action^[@cit0009]^. The UN Convention on the Rights of the Child requires all States Parties to fulfil their reporting obligations. The German government sent its regular report to the UN Committee on the Rights of the Child in April 2019. In this report, the German government explains that smoking among youth aged 12--17 years has decreased since the turn of the millennium, but completely ignores the topics of exposure to secondhand smoke and cigarette advertising. At the same time, the responsibility of companies for their supply chains remains voluntary^[@cit0010]^. Alternative reports from civil society are expected in the first half of 2020. Together with members of the German Network on Children's Rights and Tobacco Control, *Unfairtobacco* will submit such a report. What our brochure offers {#sec1.4} ======================== Children's Rights and Tobacco Control assembles experts from different areas who deal with issues ranging from tobacco cultivation to tobacco use. They show the impact of smoking and secondhand smoke on children and discuss social inequalities in smoking among children as well as the legal situation when children are exposed to secondhand smoke at home. They analyse how the tobacco industry uses influencer marketing in social media. They describe conditions and consequences of child labour in tobacco growing and examine the tobacco industry's responsibility for human rights violations. The concluding chapter offers detailed recommendations for governments, businesses, civil society, and individuals. Furthermore, children themselves have their say. They share their views on working on tobacco plantations, being exposed to secondhand smoke at home or banning tobacco. 'I dig in the fields for many hours, the whole day, I never find time to rest. (...) If I explain \[to her stepmother, editor's note\] that I am tired, she does not listen. Instead, she gives me other work to do, I have to weed tobacco and water seedbeds for tobacco.' 16-year-old girl from Tanzania, working in her family's tobacco farm 'My mother and father always smoke. I always tell them to quit, but they don\'t listen.' Boy, 5th grade, from Germany, exposed to secondhand smoke at home 'If I were a politician, I would also forbid the sale of cigarettes and the cultivation of cigarettes'. Boy, 5th grade, from Germany, in a school workshop The brochure can be ordered or downloaded at: <https://unfairtobacco.org/en/material/brochure-childrens-rights-and-tobacco-control/> CONFLICTS OF INTEREST ===================== The author has completed and submitted the ICMJE Form for Disclosure of Potential Conflicts of Interest and none was reported. FUNDING ======= This research was funded by Engagement Global on behalf of the German Federal Ministry for Economic Cooperation and Development; Berlin Senate Department for Economics, Energy and Businesses; Brot für die Welt using Church Development Service funds; Foundation Umverteilen; Foundation Oskar-Helene-Heim. PROVENANCE AND PEER REVIEW ========================== Not commissioned; externally peer reviewed.
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China’s Luckiest Flowers Just like most major cultural groups in the world, the Chinese have strong associations with flowers. Flowers are an important gift-giving tradition and there are many special rules about which flowers to give and when to give them. Flowers and plant life feature prominently in traditional Chinese art, and some flowers also have negative connotations in China. By far, the most important flower in China is the tree peony, a lush round flower that appears in an array of bright colors. The tree peony is considered China’s national flower and has even been used as a metaphor for the Chinese people. According to legend, the Tang Emperor Wu Zetian once ordered all of the flowers in his palace to bloom during winter, but the strong-headed tree peony would not. For that, it was banished to Henan Province and has since been regarded as the “best flower under heaven”. Because of flowers’ obvious annual connections with time, the “Flowers of the Four Seasons” are an important motif in Chinese art. These four include the Spring Peony, the Summer Lotus, the Autumn Chrysanthemum, and the Winter Plum Blossom, each of which blooms during its coupled season. Other non-floral plants, like bamboo and pine, are also important symbols within Chinese culture. Bamboo, one of the most durable wood plants on earth, often represents hardiness and veracity, and since it sways in the wind but always returns to a standing position, bamboo is also a symbol of uprightness. The evergreen nature of pine, meanwhile, represents longevity and steadfastness. Though the auspicious associations that Chinese have with flowers are many, having a basic understanding of which flowers mean what can foster one’s deeper insight into Chinese artwork. Additionally, because plants and flowers play an important role in creating balanced surroundings, understanding flowers’ meanings is important for feng shui.
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Background ========== Polyploidy occurs either through the combination of two or more genomes from different parents (alloploidization), or the multiplication of an endogenous genome (autoploidization). The majority of flowering plants have undergone polyploidization (whole genome duplication events \[WGD\]) during their evolutionary history, suggesting that it provides a mechanism that can increase the fitness of an organism \[[@B1]\], possibly through heterosis \[[@B2]\]. Two WGD events are dated to have occurred before the diversification of extant seed plants and extant angiosperms \[[@B3]\]. Analysis of the *Arabidopsis thaliana* genome supports three more recent WGD events (named γ, β and α). Evidence from investigations on the genome sequences of *Vitis vinifera* and *Medicago truncatula*\[[@B4]-[@B6]\], suggests that the first, or γ event, extends to all the core-eudicots and many other plant species. Polyploidization is relatively common in agricultural and commercial species, such as wheat (*Triticum aestivum*), potato *(Solanum tuberosum),* coffee (*Coffea arabica*) and cotton (*Gossypium hirsutum*), indicating that this evolutionary mechanism may be important in plant domestication. Polyploidization involves complex genetic and epigenetic process and genome duplication is often followed by changes in gene expression and gene loss \[[@B7]-[@B14]\]. Complementary hypotheses that explain this phenomena suggest that either selection is based on absolute gene dosage, or relative gene dosage (dosage balance) \[[@B15]\]. The absolute gene dosage hypothesis states that gene networks have balanced states of interaction that are critical for proper function and any disturbances on the network's stoichiometry of interaction are not optimal for plant survival. The relative dosage hypothesis argues that a gene product can have multiple interactions that may assist in the survival of the plant, upon which selection is based. Duplicated genes generated by polyploidization events are referred to as homeologs. The fate of homeologous genes can be divided in four general categories; conservation or redundancy, nonfunctionalization (gene function loss for one copy), subfunctionalization (partitioning ancestral functions/expression patterns between duplicated genes) and neofunctionalization (evolution of a gene copy to a new function) \[[@B16],[@B17]\]. The relative ratio of these gene fates may differ between species. *Nicotiana* species are excellent models for investigating plant polyploidization. Approximately 40% of *Nicotiana* genera are allotetraploids \[[@B18],[@B19]\]. With an estimated age of 0.2 Myr \[[@B20]\], *Nicotiana tabacum* is a relatively young allotetraploid originating through the hybridization of *Nicotiana sylvesteris* (maternal, S-genome donor) \[[@B21],[@B22]\] and *Nicotiana tomentosiformis* (paternal, T-genome donor) \[[@B21],[@B23]\]. Extensive studies within the *Nicotiana* genus, and specifically within *N. tabacum* including the first generation of a synthetic *N. tabacum*, have revealed a complex landscape for polyploid genome evolution \[[@B24]\]. Many evolutionary changes in the tobacco genome have been elucidated. They include evidence for an early genomic shock \[[@B25]\], a great increase in the frequency of heterozygosity and T-genome repeat losses leading to genome size reduction \[[@B26],[@B27]\]. Other evolutionary events, such as intergenomic translocations \[[@B24],[@B28],[@B29]\] and epigenetic patterns of 45S rDNA expression have been characterized as well \[[@B30]\]. In addition, gene expression studies of *N. tabacum* have been performed using microarrays \[[@B31]\], although the technology may have limited ability to distinguish between homeologs. This study presents a characterization of the *N. tabacum* transcriptome constructed from an evolutionary perspective by combining a Next Generation Sequencing (NGS) and expression analysis with a phylogenetic approach applied on a genomic scale. Results ======= Transcriptome assembly and annotation for a polyploid species ------------------------------------------------------------- A set of expressed sequence tags (ESTs) was generated from leaves of *N. tabacum* and modern day representatives of its progenitor species *N. sylvesteris* and *N. tomentosiformis*. Test assemblies of the *N. sylvesteris* ESTs were generated using several programs (see Materials and Methods). GsAssembler produced longer contigs and was significantly faster than the other assembly programs (data not shown) so it was selected for further optimization. An assembly strategy was adopted to maximize contig length while attempting to separate homeologous genes within *N. tabacum*. To identify optimal parameters, a set of assemblies were conducted using four EST datasets generated with 454 sequencing chemistry: *i- N. tabacum* ESTs, *ii- N. tomentosiformis* ESTs, *iii- N. sylvesteris* ESTs and *iv-* a combined dataset of the *N. sylvesteris* and *N. tomentosiformis* ESTs (to represent a synthetic polyploid transcriptome). The contigs generated from the four data sets were analyzed for a minimum overlap identity parameter set to a range of values between 75% and 99% (Figure [1](#F1){ref-type="fig"}). The *N. tabacum* ESTs and the synthetic polyploid data set produced a similar profile. An increase in the number of contigs was observed using a 97% identity setting (Figure [1](#F1){ref-type="fig"}). Unlike the *N. tabacum* and combined assemblies, the number of contigs in the individual *N. sylvesteris* and *N. tomentosiformis* assemblies did not increase at this level (Figure [1](#F1){ref-type="fig"}). The result suggested that 97% was the optimal identity threshold that could be used to separate homeologous sequences in the *N. tabacum* data set and homologous sequences in the combined data set without having a detrimental impact on the *N. sylvesteris* and *N. tomentosiformis* assemblies. ![***Nicotiana*EST assemblies.** Chart showing the number of contigs in EST assemblies generated with GsAssembler using minimum overlap identity levels between 75 and 99% (see Methods). Assemblies were carried out from four data sets; *N. sylvesteris*(green), *N. tomentosiformis*(blue), *N. tabacum*(red) and a hybrid set of *N. sylvesteris* and *N. tomentosiformis* (brown) sequences.](1471-2164-13-406-1){#F1} All four data sets showed an increase in the number of contigs when an identity setting of 99% was used. This level was considered too stringent as it was likely to be separating sequences based on sequencing errors (Figure [1](#F1){ref-type="fig"}). The assemblies based on an identity of 97% therefore provided the best data sets for subsequent analysis. This was further supported by manual inspection of contigs from the *N. tabacum* assemblies using the Tablet assembly viewer \[[@B32]\]. Manual inspection confirmed that contigs with more than 3 SNPs per 100 bp generated in the 95% identity assembly had correctly been separated into two contigs in the 97% identity assembly (data not shown). Relative to the number of contigs in either individual assembly, the total number of contigs in the combined *N. sylvesteris* and *N. tomentosiformis* assembly was reduced, suggesting the collapse of orthologous sequences in the combined assembly. The lower number of contigs for the *N. tabacum* assembly compared with the *N. sylvesteris* and *N. tomentosiformis* assemblies may be partially explained by the higher number of sequences included in these assemblies. Increasing the number of *N. tabacum* reads with additional sequencing libraries, not included in this study, did indeed increase the number of contigs in the assembly (data not shown). However, a more likely explanation for the lower number of contigs in the *N. tabacum* and combined assemblies was there being no, or very low sequence polymorphisms between the orthologous genes of the ancestral parents, making it impossible to separate them during assembly at 97%. To investigate the percentage of homeologs that were collapsed during the assembly process, reads from *N. tabacum*, *N. sylvesteris* and *N. tomentosiformis* were mapped onto the *N. tabacum* assembly produced with the 97% identity setting. Sequence polymorphisms could not be detected between the reads from the three species for 67% of the *N. tabacum* contigs (9718 contigs), indicating that sequences for a large portion of the assembly, were likely to have collapsed. This also meant that these sequences were not amenable to subsequent phylogenetic analysis. The remaining 33% of the sequences showed SNPs between the *N. tomentosiformis* and *N. sylvesteris* orthologs. When mapped against the *N. tabacum* assembly, a low number of *N. tabacum* sequences (3.4%) showed SNPs either supporting the possibility of collapsing of homeologous sequences in the assembly, or sequencing errors. The three separate assemblies for *N. tabacum*, *N. sylvesteris* and *N. tomentosiformis* transcripts were further assembled using GsAssembler. In order to cluster the homeologous and homologous sequences across all three assemblies, the identity parameter of this combined *Nicotiana* assembly was set to the lower stringency level of 95%. PhygOmicss, a custom data processing pipeline was developed in order to carry out a phylogenetic analysis of the sequences for the entire transcriptome. The 17,220 clusters generated from the combined *Nicotiana* assembly were processed through the pipeline which selected 7974 clusters containing at least one contig of each individual species for further analysis. Alignments were then extracted and filtered by the length of the sequence overlap (minimum of 100 bp) and the average alignment percentage identity (minimum of 75%). The consensus sequences for each of the clusters were annotated based on homology using BlastX \[[@B33]\]. Searches were conducted against four datasets and annotation results are summarized in Table [1](#T1){ref-type="table"}. As expected, the *Nicotiana* clusters demonstrated the highest number of matches against the tomato gene model dataset (ITAG2). InterProScan \[[@B34]\] was used to perform a protein domain analysis on 13,504 of the clusters, 6913 of which had been annotated using the BlastX method previously described. ###### **Annotation results from combined*Nicotiana*assembly based on homology** **Database** **Number annotated (%)** ----------------------- -------------------------- GenBank NR \[[@B35]\] 14,102 (81.9%) Swissprot \[[@B36]\] 9131 (53.0%) TAIR9 \[[@B37]\] 13,219 (76.8%) ITAG2 tomato 14,711 (85.4%) InterPro \[[@B34]\] 13,504 (78.4%) Topology analysis of *Nicotiana* genes -------------------------------------- The combined *Nicotiana* assembly was used to construct a set of phylogenetic trees for each cluster of sequences. Phylogenetic trees were constructed for 14,344 *Nicotiana* clusters that also contained at least one possible *Solanum lycopersicum* homolog as an out group. Bootstrapping analysis and filtering of these clusters (see Materials and Methods) identified 968 as containing either a single *N. tabacum* sequence, or two *N. tabacum* sequences along with the *N. tomentosiformis*, *N. sylvesteris* and *S. lycopersicum* sequence members. Neighbor Join (NJ) and Maximum Likelihood (ML) methods were used to build phylogenetic trees for each of the 968 clusters (Additional files [1](#S1){ref-type="supplementary-material"} and [2](#S2){ref-type="supplementary-material"}). The topologies of these trees were grouped into 11 categories. The distribution of the results in these 11 categories was similar between the NJ and ML methods (Figure [2](#F2){ref-type="fig"}). Approximately 10% of the clusters contained two *N. tabacum* sequences, each of which could be associated with the respective *N. sylvesteris* and *N. tomentosiformis* sequences. This topology would be expected if both the T and S homeologs had been maintained and expressed by the plant following polyploidization (AB_AC; Figure [2](#F2){ref-type="fig"}). The majority (approximately 90%) of clusters, however, contained only a single *N. tabacum* sequence the majority of which could be associated with either the *N. sylvesteris* (AB_C) or *N. tomentosiformis* (AC_B) sequence (Figure [2](#F2){ref-type="fig"}). Given that these clusters contained genes where SNPs existed between the parental homeologs, reducing the likelihood of collapse of the sequences during assembly, the abundance of this latter topology is most likely explained by either gene subfunctionalization (when the absent gene is not expressed in the tissue analyzed), or gene loss/nonfunctionalization. ![**Phylogenomic analysis of*Nicotiana*gene clusters.** Bar chart showing the number of *Nicotiana* genes that were present in a set of pre-defined phylogenetic tree topologies. Genes from the *N. tabacum*, *N. sylvesteris* and *N. tomentosiformis* assemblies were clustered and phylogenetic trees for each cluster were generated by Maximum Likelihood (ML; black bars) and Neighbour Joining (NJ; open bars) methods using *S. lycopersicum* as an out-group. The different tree topologies are shown along the x-axis with *N. tabacum* (A; Ntab) *N. sylvesteris* (B; Nsyl), *N. tomentosiformis* (C; Ntom) and *S. lycopersicum* (Slyc) genes represented in text and/or dendrogram form.](1471-2164-13-406-2){#F2} Gene Ontology (GO) analysis of the most abundant topologies from the *Nicotiana* data (AB_AC, AB_C, AC_B and BC_A) was performed \[[@B38]\]. Figure [3](#F3){ref-type="fig"} shows the representation of GO Biological process terms (levels 2 and 3) for these topologies. No significant differences between AB_AC, AB_C and AC_B were observed relative to the biological process categories. The same was true when comparing AB_C and AC_B topologies for cellular component and molecular function categories compared to the global list of the combined *Nicotiana* consensus sequences. Three percent of the trees showed an unexpected topology with the *N. sylvesteris* and *N. tomentosiformis* sequences being more closely related to each other than to the *N. tabacum* sequences (BC_A; Figure [2](#F2){ref-type="fig"}). While false clustering of an *N. tabacum* paralog with the *N. sylvesteris* and *N. tomentosiformis* sequences is the most likely explanation for the anomaly, GO analysis showed significant overrepresentation (*P* \< 0.05) in some categories, such as pathogenesis signaling (see Additional file [1](#S1){ref-type="supplementary-material"}), for these clusters, suggesting that they may contain genes with an interesting evolutionary history. However, it should be noted that this set of clusters contained fewer than 50 members. ![**Gene Ontology analysis of*Nicotiana*gene clusters.** Plot showing the percentage of *Nicotiana* gene clusters annotated with level 2 (**A**) and level 3 (**B**) Biological Process Gene Ontology terms for all gene clusters and each of the main phylogenetic tree topologies (AB_AC, AB_C, AC_B and BC_A). Bars are coloured according to topology group (see inset key for identification).](1471-2164-13-406-3){#F3} Identification and expression analysis of *Nicotiana tabacum* homeologs ----------------------------------------------------------------------- Estimations of gene expression levels were calculated based on the number of sequence reads and used to compare gene expression levels for the three different *Nicotiana* species. For the 9718 *N. tabacum* transcript clusters (67% of total number of clusters) where there were no reliable inter-specific SNPs that could be used to identify the ancestral origin, only 2171 transcript clusters contained five or more reads for each of the three *Nicotiana* species. The same expression levels (R \< 7, see Materials and Methods) across all three species were observed for 83.6% of these genes. Among the remaining differentially expressed genes, the most frequent category was *N. tabacum* genes (with no distinction between homeologs) overexpressed in comparison with *N. sylvesteris* and *N. tomentosiformis* (4.7%), followed by *N. tabacum* genes with similar expression to the *N. sylvesteris* homolog (4.5%) and *N. tomentosiformis* homolog (4.2%). Only 0.7% of the *N. tabacum* genes were expressed at a lower level when compared with both parental sequences. The rest of the transcripts (2.3%) showed variable trends relative to differential expression between all the transcripts (for example, over-expressed compared to one of the parents and the contrary when compared to the other parent). 741 of the 968 gene clusters described above contained 975 *N. tabacum* consensus sequences (5.3% of the total *N. tabacum* sequences) that could be assigned ancestral origin based on the phylogenetic trees. 482 of these sequences were assigned to *N. sylvesteris* (S) origin and 493 sequences were assigned to *N. tomentosiformis* (T) origin. A total of 103 gene clusters (10.6% of the topology analyzed clusters, 0.6% of the total) showed differential expression (R \> = 7): 51 gene clusters (0.3% of the total) for *N. tabacum* S-homeologs (ie, AB_C), of which 22 clusters (0.1% of the all clusters) were overexpressed in comparison with *N. sylvesteris* homeologs. Similar results were observed for *N. tabacum* T-homeologs (from topology AC_B); 52 clusters (0.3%) showed differential expression (R \> 7) and of them 8 *N. tabacum* clusters (0.05%) were overexpressed in comparison with *N. tomentosiformis*. Of the 274 AB_AC gene clusters containing two *N. tabacum* sequences, 77 clusters were selected where the consensus sequences were built with at least 5 reads. Figure [4](#F4){ref-type="fig"} shows scatter plots comparing expression levels of the homeologous and homologous gene pairs for these gene clusters. ![**Expression level of*Nicotiana*gene pairs.** Scatter plot showing the expression level (RPKM) for the *N. sylvesteris* / S genome gene (x-axis) versus *N. tomentosiformis* / T genome gene (y-axis) for homologous gene pairs (open red circles) and homeologous *N. tabacum* gene pairs (closed black circles). Solid black line across diagonal represents no difference in gene expression level between species.](1471-2164-13-406-4){#F4} Differential expression (R \> = 7, see Materials and Methods) was observed for 27.3% of the *N. tabacum* homeologous gene pairs (21 of the 77 gene clusters, 2.2% of the topology analyzed clusters, 0.1% of the total transcribed genes). In comparison to the parental homeologs, 3.9% of the T-genes (3 clusters) and 11.7% of the S-gene (9 clusters) were over-expressed. Only 3.9% of the genes demonstrated differential expression when comparing T-genes with S-genes in *N. tabacum* (3 clusters, in one of which S-gene expression was higher than the T-gene). In comparison, 22.7% of the homologous genes in this set were differentially expressed between the *N. tomentosiformis* and *N. sylvesteris* samples. A more consistent level of gene expression between *N. tabacum* homeologs was also indicated by the Pearson correlation coefficient, which was higher between these genes than between the *N. sylvesteris* and *N. tomentosiformis* homeologs (*R*^2^ values of 0.93 and 0.82, respectively). The increased level of differential expression between the homologous genes pairs may simply reflect that the comparison was conducted using independent samples and may be due to experimental/biological variation. The homeologs comparison was conducted between genes from the same *N. tabacum* sample. However, the data clearly suggests that in the vast majority of cases when both *N. tabacum* homeologs are expressed in the same tissue (such as the leaf tissue analyzed here) there is little difference in expression on a transcriptional level. Given the small number of homeologous gene pairs showing differential expression, the function of these genes were analyzed. Genes with higher expression of the S homeolog showed over-representation of GO terms associated with the biological processes for proteolysis, protein folding and aldehyde metabolism. Genes with higher expression of the T homeolog showed over-representation of GO terms associated with the biological processes for oligopeptide transport and translation. Non-synonymous and synonymous site substitution rates between *N. tabacum*, *N. sylvesteris* and *N. tomentosiformis* species ----------------------------------------------------------------------------------------------------------------------------- Comparison of expression in only a single tissue/organ is too limited to differentiate between redundancy and subfunctionalization. A more extensive expression study might provide the ability to distinguish between these two evolutionary processes. Cases of neofunctionalization, however, could be distinguished by a comparison of the gene sequences in the current data set. Changes to a gene sequence resulting in an altered protein sequence potentially alters the function of that gene. A comparison of the rate of synonymous (Ks) and non-synonymous (Kn) nucleotide substitutions provides insights into the evolutionary history of a gene \[[@B39],[@B40]\]. Genes showing a low rate of non-synonymous substitutions are likely to have undergone strong selective pressure to be conserved more faithfully and thus their function maintained. Genes showing a relatively high level of non-synonymous substitutions are likely to have undergone positive selection and possible neofunctionalization \[[@B41]\]. To estimate the rate of synonymous (Ks) and non-synonymous (Kn) nucleotide substitutions, an analysis was carried out using clusters of genes selected when topology analysis suggested that either one or both *N. tabacum* homeologs were maintained and could be assigned to T or S origin, (mainly topologies AB_AC, AB_C, AC_B and BC_A, Figure [2](#F2){ref-type="fig"}; 787 clusters, 3251 sequences). The ratio between Kn and Ks (ω) for each pair of sequences was also calculated. Figure [5](#F5){ref-type="fig"} shows the distribution of Ks for sequence pair comparisons between the *Nicotiana* species. For reference, a comparison between *N. tabacum* and *S. lycopersicum* genes is also shown (Figure [5](#F5){ref-type="fig"}A). This older divergence event showed a higher rate of Ks relative to the comparisons between the *Nicotiana* species. Peak distribution of Ks values were approximately 0.27, compared to approximately 0.09 for the *N. sylvesteris* and *N. tomentosiformis*. Ks values were even lower for the *N. tabacum* to *N. sylvesteris* and *N. tomentosiformis* comparisons (Figure [5](#F5){ref-type="fig"}). The high number of sequence pairs with a Ks value \< 0.01 in the comparison between *N. tabacum* and *N. sylvesteris* (397), or *N. tomentosiformis* (390) as compared to the number between *N. tabacum* and *S. lycopersicum* (39) or between *N. sylvesteris* and *N. tomentosiformis* (96) suggests that a high percentage of the *N. tabacum* genes have not diverged from their ancestral sequences (Figure [5](#F5){ref-type="fig"}). ![**Nucleotide substitution rates in*Nicotiana*genes.** Frequency histograms showing the rate of synonymous nucleotide substitutions (Ks) in orthologous genes between *N. tabacum* and *S. lycopersicum* (**A**), *N. sylvesteris* and *N. tomentosiformis* (**B**), *N. tabacum* and *N. sylvesteris* (**C**) and *N. tabacum* and *N. tomentosiformis* (**D**).](1471-2164-13-406-5){#F5} Analysis of the Kn/Ks ratio demonstrated that the majority of genes had an ω value lower than 1, suggesting that few genes had undergone positive selection during the evolution of *N. tabacum* (assuming the limitations of Kn/Ks for the gene positive selection studies \[[@B42]\]). Only 3% of the clusters showed positive selection associated to *N. sylvesteris* and *N. tomentosiformis* homeologs and the correspondent homeologs (*N. tabacum* S- and T-genome), but no positive selection between the *N. tabacum* and the parental homeologs pairs (*N. tabacum* S-genome*/N. sylvesteris* or *N. tabacum* T-genome*/N. tomentosiformis*). The GO annotations associated with the small number of genes that were undergoing positive selection showed a similar distribution across the three species and corresponded to the more representative GO term categories such as metabolic process, cellular process, cell, catalytic activity and binding (Figure [6](#F6){ref-type="fig"}). Genes with an ω \> 1 for the *N. sylvesteris* and *N. tabacum* (T-genome) homolog pairs (22 clusters) showed overrepresentation of the level 2 biological process ontologies: biological regulation, cellular component organization and regulation of a biological process. Examples of these genes include cluster 00509 (similar to *Arabidopsis thaliana* APL transcription factor involved in biological regulation) and 02926 (NAC domain protein involved in biological regulation). The 23 genes with an ω *\>* 1 for the *N. tomentosiformis* and *N. tabacum* (S-genome) homolog pairs showed over-representation of the GO terms cellular process, developmental process and metabolic process. This included clusters 04302 (similar to *Arabidopsis thaliana* E3 ubiquitin-protein ligase SINAT2 involved in some developmental process), 04210 (Tyrosyl-tRNA synthetase) and 02320 (similar to cell division protein ftsy). ![**Evolutionary rates in*Nicotiana*genes from different Gene Ontology groups.** Non-synonymous: synonymous nucleotide subtraction ratio (ω) values for *Nicotiana* genes separated according to their Level 2 (**A**) and Level 3 (**B**) Biological Process, Level 2 (**C**) and Level 4 (**D**) Cellular Component and Level 2 (**E**) and Level 3 (**F**) Molecular Function Gene Ontology annotations. Omega values for comparisons between homologous *N. sylvesteris* and *N. tomentosiformis* gene pairs (black circles), *N. tabacum* and *N. sylvesteris* gene pairs (green circles) and *N. tabacum* and *N. tomentosiformis* gene pairs (red circles) are shown.](1471-2164-13-406-6){#F6} Within the set of genes analyzed, there were no instances of homeologous genes from *N. tabacum* demonstrating positive selection (ω \> 1). A comparison between the respective *N. tomentosiformis* and *N. sylvesteris* homeologs also did not show any instances of positive selection. This absence of positive selection suggests that the majority of positive selection represented in the gene set analyzed occurred following the divergence of the two ancestral species rather than since the formation of *N. tabacum*. It also suggests that the rate of neofunctionalization in *N. tabacum* has been relatively low. Discussion ========== Polyploid species sequence assembly ----------------------------------- Using a next generation sequencing approach, leaf transcriptome sequence data was generated for the allotetraploid *N. tabacum* and its progenitor species *N. sylvesteris* and *N. tomentosiformis*. These sequences were assembled into species specific sets of unigenes and then further combined into a consensus set of clusters for the three species. The process of assembly revealed that default parameters of sequence assemblers were probably not stringent enough when working with sequences originating from polyploid species. Sequencing errors, such as homopolymer length issues associated with pyrosequencing, can further confound this problem by potentially masking low polymorphism content between homeologs. Other sequencing technologies, such as Illumina, may not be impacted by this homopolymer problem, but read length may be a limiting factor given the requirement that a single read must contain at least one polymorphism per overlapping region. These factors should be taken into consideration for any future assembly attempts on polyploid species and the methodology applied for the assembly of an allopolyploid transcriptome in this study could be useful for guiding future genome assembly work in polyploidy. Additionally, the number of collapsed homeologs was estimated in *N. tabacum* assembled transcripts (using the 97% identity assembly) based on SNPs shared with *N. sylvesteris* or *N. tomentosiformis* reads. In this analysis, only 3.4% of *N. tabacum* transcripts were polymorphic and shared SNPs with the parental transcripts. This methodology cannot be applied for transcripts lacking SNPs in the transcript fragment analyzed (67% of the transcripts). More information could be obtained by deeper transcriptomic sequencing (more mapped sequences and more reliable SNP calling), use of longer sequences (increasing the possibility to find a parent relative SNP) or genomic DNA sequencing (where the intron sequencing, being more diverge region, could increase the number of parent relative SNPs). Homeologous gene fate in *Nicotiana tabacum* -------------------------------------------- Based on the leaf transcriptome data for the *Nicotiana* species generated in this study, a pipeline was developed to carry out a phylogenetic analysis on a genomic scale. The PhygOmicss pipeline works on a single transcriptome set, but can be applied to transcriptomic data from multiple tissues/organs, or gene models from genomic sequence data. The majority of the *N. tabacum* transcripts (69%) did not show any polymorphisms with the parental sequences, making it impossible to distinguish the homeologous genes and excluding the possibility of neofunctionalization in these genes. Additionally the expression analysis of clusters with genes expressed above background level (more than 5 reads), revealed that the expression of a majority of these genes was not changed (83.6% of genes in clusters; 57.7% of the total transcribed genes) between these three species. With this level of conserved expression, the possibility of subfunctionalization is low. A more specific topology analysis with the newly developed PhygOmicss pipeline revealed that in *N. tabacum* transcripts where homeologous genes can be differentiated there was evidence for the presence of only a single homeolog (90% of gene clusters, 6% of the total transcribed genes). Given that the data is transcriptomic, it is not possible to distinguish between gene loss and subfunctionalizaton. Tissue-specific gene silencing \[[@B14]\] provides one possible mechanism of gene subfunctionalization and may partially explain the pattern observed in the *Nicotiana* topologies. An analysis of a broader set of tissues might resolve the question and increase the chance of detecting expression differences in any individual genes. However, studies in other polyploid plants suggest that only a small number of genes display tissue specific gene silencing. For example, a similarly low level of gene silencing (around 1-5%) was estimated in both synthetic allotetraploid wheat \[[@B8]\] and synthetic cotton \[[@B10]\], and results from gene expression analysis of *Tragopogon miscellus* showed a similar trend (3.4%) \[[@B43]\]. Even lower estimates of silencing were suggested from experiments with an early allotetraploid formed by the hybridization of *Arabidopsis thaliana* and *Cardaminopsis arenosa* (\> 0.4%) \[[@B7]\]. Based on the distribution of topologies and the relative expression level of homeologous genes, there was little evidence to suggest preferential loss, or transcriptional silencing of genes from one or other progenitor genomes from the sub-set of *Nicotiana* sequences that this analysis could be completed on. This is in contrast to the apparent preferential loss of repetitive sequences from the T genome in *N. tabacum*, as shown in a recent study also using 454 sequencing in these *Nicotiana* species \[[@B27]\]. Previous studies in other allotetraploids have shown preferential expression of homeologous genes. For example, there is evidence of preferential expression of the D genome in cotton \[[@B44]\]. Differential expression was shown for 22% of homeologous genes pairs in the 40 generation-old allotetraploid *T. miscellus*\[[@B13]\], similar to the 27% of *N. tabacum* genes observed in this study. It should also be noted that genes expressed in the leaf tissue at a very low level may have been missed in the transcriptome sets, particularly since clusters with less than 5 sequence members were removed from the analysis. As such, increasing the sequence depth might reveal more differentially expressed homeologous genes, but it is unlikely that this will increase the contribution of subfunctionalization extensively. With the caveat that this study was based on a subset of genes identified in the leaf transcriptomes of *Nicotiana* species, the data would suggest the expression of homeologous genes is mostly conserved between *N. tabacum* and its parent relatives and supporting the hypothesis of gene dosage compensation \[[@B15],[@B45]\] reported previously in other species \[[@B46]\]. This level may be over-estimated as the transcriptome was sampled in only one tissue type, thus reducing the possibility of observing subfunctionalization. However, based on the levels observed in other species \[[@B7],[@B8],[@B10],[@B43]\] subfunctionalization is unlikely to account for a large proportion of genes. There is also limited evidence of neofunctionalization having occurred in *N. tabacum*, based on comparison of the homeologous and homologous gene sequences. Indeed, no genes could be identified as undergoing positive selection in *N. tabacum* that did not also show the same response between *N. sylvesteris* and *N. tomentosiformis*. This suggests that these differences may have predated the formation of tobacco. Again, the apparent low level of neofunctionalization may be explained by only having sampled the leaf transcriptome. Sequencing transcripts from other tissues, perhaps more specifically involved in secondary metabolite synthesis, may increase the likelihood of identifying genes showing positive selection in tobacco; two such examples are trichomes \[[@B47]\] or roots, where alkaloids, including nicotine, are synthesized \[[@B48]\]. In addition to an increased spatial and temporal coverage of the transcriptome for the *Nicotiana* species covered in this study, it would be interesting to compare the proportion of subfunctionalization and neofunctionalization in tobacco with an older *Nicotiana* allotetraploid species, such as *Nicotiana nesophila* (dated approx. 4.5 Myr old), or *Nicotiana benthamiana* (dated \> 10 Myr old) \[[@B20]\]. Similarly, a comparative analysis of allele selection between wild and cultivated *N. tabacum* varieties might provide insight into the role of homologous genes in the species' domestication process. Gene duplication plays an important role in the successful transition of a wild species into its cultivated relatives, as shown for several wheat loci \[[@B49]\]. Indeed there are also examples for duplicated genes from diploid species playing an important role in domestication, including *GRAIN INCOMPLETE FILLING 1* (*GIF1*) and the cell wall invertase *OsCIN1* in \[[@B50]\]. Conclusions =========== This study represents the first time that a phylogenetic analysis of the tobacco genes has been carried out on a genome scale to further elucidate the complex evolutionary history of the species. Transcriptome assembly for polyploid species possesses the intrinsic difficulty of homeolog collapse. 67% of the *N. tabacum* assembled transcripts lack any polymorphism that can be used to elucidate the sequence origin. Read depth, read length and use of more variable regions such as introns will be critical to dissecting these genes. There was evidence of a general maintenance of the expression levels between *N. tabacum*, *N. sylvesteris* and *N. tomentosiformis* homeologs. Despite the conservation of transcriptomic levels in tobacco, there was little evidence for the occurrence of neofunctionalization, suggesting that, at 0.2 Myr old, tobacco may be too young evolutionarily and that this is a more common fate for duplicated genes in older polyploidy species. There may, however, be particular interest in comparing cultivated with more primitive varieties using the method developed here in order to identify the genes selected during the domestication of tobacco. The low level of neofunctionalization may make such an analysis easier. Methods ======= Plant material -------------- *Nicotiana tabacum* (cv. K326), *N. sylvesteris* and *N. tomentosiformis* plants (in-house accessions available at ATC) were grown in a glass house on soil (Levingtons M2) under 16 h: 8 h light dark cycles. Fully expanded green leaves were harvested from 3--4 month old plants, snap frozen in liquid nitrogen and stored at −80°C. Transcriptome sequencing ------------------------ Leaf samples were ground under liquid nitrogen and total RNA was extracted using Trizol (Invitrogen, Paisley) and purified with RNeasy spin columns (Qiagen, Crawley, UK) according to the manufacturer's instructions. mRNA was isolated with a Dynabead kit and quantified using a RiboGreen assay (Invitrogen, Paisley, UK). Sequencing libraries were generated from 200 ng mRNA using the cDNA Rapid Library preparation method and sequenced on the GS FLX Ti according to manufacturer's instructions (Roche, Burgess Hill, UK). Sequence assembly and annotation -------------------------------- Test assemblies of the *N. sylvesteris* ESTs were carried out with default parameters using the assemblers GsAssembler (version 2.5.3; Roche), MIRA (version 3.0.5) and CAP3 (version 10/15/07). Sequence assembly was performed on an SGN server (Red Hat Enterprise Linux Server release 5.4, CPUs: 48 cores, RAM: 256 Gb). GsAssembler version 2.5.3 was used with the option cDNA enabled. Seven different assemblies were created with identity values of 75, 80, 85, 90, 95, 97 and 99 in a minimum overlap length of 40 bp for each of the samples plus an extra sample with half of a 454 run of *N. sylvesteris* and half of a run of *N. tomentosiformis*. Contigs were selected using a perl script with a length cutoff value of 40 bp. The reassembly of the contigs for each sample was performed with the same software using an identity percentage value of 95. Contigs with a length of 2000 bp or longer were reassembled with CAP3 \[[@B51]\]. The collapse of homeologous sequences was evaluated by remapping all the Nicotiana reads with Bowtie \[[@B52]\] using the *N. tabacum* transcriptome assembly with 97% minimum identity as reference sequence. The mapping file in sam format was filtered and SNPs were called using Samtools and Bcftools \[[@B53]\]. SNP files were loaded into a generic Postgres database to perform a simple full outer join search. Sequences were annotated using the basic local alignment search tool (blastx \[[@B35]\]) with the databases: GenBank nr \[[@B33]\], Swissprot \[[@B35]\] and TAIR9 \[[@B36]\] and 1e-20 e-value cutoff. Proteins were predicted using EstScan \[[@B54]\] and domain annotation was performed using InterProScan \[[@B34]\]. Gene Annotations were analyzed with the Bioconductor module goProfile \[[@B38]\]. Tree topology analysis ---------------------- Tree topology analyses were performed with the PhygOmicss pipeline (manuscript in preparation). Sequence alignments were extracted from the assembly ace file with a Perl script integrated into the PhygOmicss pipeline. *Solanum lycopersicum* sequence homeologs were assigned based on the BLAST \[[@B37]\] results of the consensus sequence of the *Nicotiana* alignments with the Tomato Gene Model ITAG2 dataset. Only matches with alignment lengths of more than 100 bp and a nucleotide identity percentage of at least 70% were selected as homeologs. They were aligned with the Nicotiana sequences using ClustalW \[[@B55]\], Mafft \[[@B56]\] and Muscle \[[@B57]\] programs as an integrated part of the PhygOmicss pipeline. Mis-alignments were quantified using the global alignment length and the identity percentage average of each alignment, discarding the alignments with lengths shorter than 100 bp and identity percentages lower than 75%. ClustalW was run with non-default parameters (see Additional file [2](#S2){ref-type="supplementary-material"} for the configuration parameters for the pipeline) as the preferred alignment program based on a minimum number of mis-alignments (data not shown). A pruning Perl script that is part of the pipeline was used to select closely related sequences for each alignment, based on a maximum alignment score (manuscript in preparation). Alignments that did not include members of one of the selected species (*N.tabacum, N.sylvesteris, N.tomentosiformis* and *S. lycopersicum*) were discarded. Phylogenetic trees using *S.lycopersicum* sequence as out-group were constructed with Phylip \[[@B58]\] following two methods: Neighbor-joining \[[@B59]\] and Maximum Likelihood \[[@B60]\]. A bootstrapping with 1000 replicates was also performed for each tree. Trees containing nodes with low bootstrap support (under 60%) were discarded. 968 isotigs (5.6% of the total isotigs produced in the assembly) produced trees that were able to be analysed based on these parameters. Topology comparisons were performed using a Perl module Bio::Tree::Topology as an element of the pipeline (see additional file [3](#S3){ref-type="supplementary-material"} for the PhygOmicss configuration file). This module compares if the tree obtained is the same after the replacement of the tree leaves (contig ids) with the sample source (species) and the branch length with an equivalence value (0.01 as length cutoff value). Homeolog identification ----------------------- Homeolog identification was performed by leaf species identity in a neighbor comparison using the PhygOmicss pipeline. Homeolog assignment was performed based in the closest parental homolog in the tree structure. A cutoff value of 90% identity and 60 bp length in the alignment between the candidate homeologs and the reference sequence were used. Expression analysis ------------------- Expression analysis was performed parsing the assembly .ace files using a Perl script. Read count and RPKM calculation \[[@B61]\] was performed with Perl scripts available at the Solgenomics GitHub page (<https://github.com/solgenomics/sgn-home/tree/master/aure/scripts/phylo/PhygOmicss>). The R statistical differential expression value was calculated as described by Stekel \[[@B62]\]. Non synonymous-synonymous analysis of *N. tabacum* homeologs ------------------------------------------------------------ Non-synonymous to synonymous analysis was performed using Codeml from the PAML software package \[[@B63]\] through the PhygOmic pipeline. CDS sequences used with Codeml were predicted with GsAssembler (longest 6 frame method). The results were parsed using a Perl script. Clusters with pairs with omega values = 99 were removed from the analysis. A close inspection of majority of them revealed sequences with an identity of 100% where the Kn/Ks ratio was 0/0. Abbreviations ============= Myr: Million years; RPKM: Reads per kilobase per million of reads; NGS: Next generation sequencing. Competing interests =================== The authors have no competing interests. Authors\' contributions ======================= AB, KDE and LAM conceived of the study. All authors were involved in the writing and editing of paper. Sequencing was carried out in the laboratory of KDE. PhygOmics pipeline development and bioinformatics analysis was carried out by AB. All authors read and approved the final manuscript. Supplementary Material ====================== ###### Additional file 1 Functional annotation table for clusters BC_A and AB_AC. ###### Click here for file ###### Additional file 2 Configuration file for PhygOmicss pipeline analysis of the Nicotiana transcriptome. ###### Click here for file ###### Additional file 3 Clusters sequence composition, topology and functional annotation using Blast hits. ###### Click here for file Acknowledgments =============== The authors would like to thank Matthew Humphry, Robert Hurst and Fraser Allen for sampling, library preparation and sequencing, Robert Lister for Plant Husbandry and MH and Barbara Nasto for editorial assistance. The authors would like to thank the anonymous reviewer for the constructive criticism that made the paper much stronger. Funding was provided by Advanced Technologies Cambridge Ltd., a wholly owned subsidiary of BAT.
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Q: Missing Delimiter (.inserted) error. How do I fix this? \begin{proof} We are given that there exists a quadrilateral $ABCD$ on a sphere. Let us create a line segment $AC$ that divides our quadrilateral into two triangles. Thus, $\angle{A}$ and $\angle{C}$ have been divided by our line segment $AC$. Let the portion of $\angle{A}$ and $\angle{C}$ on the same side of $AC$ as $B$ be called $\angle{A_1}$ and $\angle{C_1}$. Also, Let the portion of $\angle{A}$ and $\angle{C}$ on the same side of $AC$ as $D$ be called $\angle{A_2}$ and $\angle{C_2}$. Therefore, \begin{align*} \left|ABCD|\right &=\left|\Delta{ABC}|+|\Delta{ACD}|\right\\ \ &= \left p^2(\angle{A_1}+\angle{B}+\angle{C_1}-\pi)+p^2(\angle{A_2}+\angle{C_2}+\angle{D}-\pi)\right\\ \ &= \left p^2(\angle{A_1}+\angle{B}+\angle{C_1}+\angle{A_2}+\angle{C_2}+\angle{D}-2\pi)\right. \end{align*} However, \[\angle{A_1}+\angle{A_2}=\angle{A}\] and \[\angle{C_1}+\angle{C_2}=\angle{C}\] \[\left|ABCD|\right=\left p^2(\angle{A}+\angle{B}+\angle{C}+\angle{D}-2\pi)}\right\]. To generalize furthur the area of any $n$-sided polygon on the sphere is as follows, \[\left{Area of an N-sided Polygon}\right=\left(sum of the angles-(n-2)\pi\right\] \end{proof} This is code that is producing the missing delimiter error, it says the problem is occurring somewhere with the align environment. Anyone have suggestions? A: the problem here is how the \left and \right commands are used. each of these commands always requires either an actual delimiter -- parenthesis, bracket, etc. -- or a "placeholder", namely a period. in the first line of the alignment, the \right is placed after the |; it should be before. so at the beginning of the second and third lines (and perhaps elsewhere, i didn't check), \left is not followed by any delimiter, it's not clear what delimiter is to be "matched". perhaps the opening parenthesis after \p^2? here is the reformulated display: \begin{align*} \left|ABCD\right| &=\left|\Delta{ABC}\right|+\left|\Delta{ACD}\right|\\ \ &= p^2\left(\angle{A_1}+\angle{B}+\angle{C_1}-\pi)+p^2(\angle{A_2} +\angle{C_2}+\angle{D}-\pi\right)\\ \ &= p^2\left(\angle{A_1}+\angle{B}+\angle{C_1}+\angle{A_2} +\angle{C_2}+\angle{D}-2\pi\right). \end{align*} actually, since most of the symbols between the delimiters aren't taller than the normal text, \left and \right aren't really needed. in the paragraph following the align*, i think you're confusing \[ and \] with the actual square brackets. the "escaped" forms indicate the beginning and end of a one-line math display. no backslashes should be used if an actual bracket is intended. however, a typeset brace must be entered preceded by a backslash. and within a math environment, normal text (the "Area of ...") needs to be so indicated, by \text{...}, and within that string, any small math expressions need to be returned to math mode by $...$. here is that paragraph reformulated: However, [\angle{A_1}+\angle{A_2}=\angle{A}] and [\angle{C_1}+\angle{C_2}=\angle{C}] [\left|ABCD\right|= p^2\left(\angle{A}+\angle{B}+\angle{C} +\angle{D}-2\pi\right)}]. To generalize further the area of any $n$-sided polygon on the sphere is as follows, \[\left\{\text{Area of an $N$-sided Polygon}\right\} =\left\{\text{sum of the angles $-(n-2)\pi$}\right\}\] i may have misunderstood your intent in the paragraph following the display; if you really did intend these bracketed expressions to be displayed, then instead of coding each one as a separate display, you should use the gather* environment. you don't say what document class or theorem package you are using. however, in any event, you shouldn't ever leave a blank line before \end{proof} -- that will guarantee that the "tombstone" is always set on a line by itself. also, if you are using amsthm, you can insert \qedhere before the closing \] to place the "tombstone" on the last line of the display.
3.25
3
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Development of hydration strategies to optimize performance for athletes in high-intensity sports and in sports with repeated intense efforts. Hypohydration - if sufficiently severe - adversely affects athletic performance and poses a risk to health. Strength and power events are generally less affected than endurance events, but performance in team sports that involve repeated intense efforts will be impaired. Mild hypohydration is not harmful, but many athletes begin exercise already hypohydrated. Athletes are encouraged to begin exercise well hydrated and - where opportunities exist - to consume fluid during exercise to limit water and salt deficits. In high-intensity efforts, there is no need, and may be no opportunity, to drink during competition. Most team sports players do not drink enough to match sweat losses, but some drink too much and a few may develop hyponatremia because of excessive fluid intake. Athletes should assess their hydration status and develop a personalized hydration strategy that takes account of exercise, environment and individual needs. Pre-exercise hydration status can be assessed from urine markers. Short-term changes in hydration can be estimated from the change in body mass. Sweat salt losses can be determined by collection and analysis of sweat samples. An appropriate drinking strategy will take account of pre-exercise hydration status and of fluid, electrolyte and substrate needs before, during and after exercise.
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Neural engineering (also known as neuroengineering) is a discipline within biomedical engineering that uses engineering techniques to understand, repair, replace, enhance, or otherwise exploit the properties of neural systems. Neural engineers are uniquely qualified to solve design problems at the interface of living neural tissue and non-living constructs. Prominent goals in the field include restoration and augmentation of human function via direct interactions between the nervous system and artificial devices. Much current research is focused on understanding the coding and processing of information in the sensory and motor systems, quantifying how this processing is altered in the pathological state, and how it can be manipulated through interactions with artificial devices including brain-computer interfaces and neuroprosthetics. Other research concentrates more on investigation by experimentation, including the use of neural implants connected with external technology. The fundamentals behind neuroengineering involve the relationship of neurons, neural networks, and nervous system functions to quantifiable models to aid the development of devices that could interpret and control signals and produce purposeful responses. Messages that the body uses to influence thoughts, senses, movements, and survival are directed by nerve impulses transmitted across brain tissue and to the rest of the body. Neurons are the basic functional unit of the nervous system and are highly specialized cells that are capable of sending these signals that operate high and low level functions needed for survival and quality of life. Neurons have special electro-chemical properties that allow them to process information and then transmit that information to other cells. Neuronal activity is dependent upon neural membrane potential and the changes that occur along and across it. A constant voltage, known as the Membrane potential, is normally maintained by certain concentrations of specific ions across neuronal membranes. Disruptions or variations in this voltage create an imbalance, or polarization, across the membrane. Depolarization of the membrane past its Threshold potential generates an action potential, which is the main source of signal transmission, known as Neurotransmission of the nervous system. An action potential results in a cascade of ion flux down and across an axonal membrane, creating an effective voltage spike train or "electrical signal" which can transmit further electrical changes in other cells. Signals can be generated by electrical, chemical, magnetic, optical, and other forms of stimuli that influence the flow of charges, and thus voltage levels across neural membranes(He 2005). Engineers employ quantitative tools that can be used for understanding and interacting with complex neural systems. Methods of studying and generating chemical, electrical, magnetic, and optical signals responsible for extracellular field potentials and synaptic transmission in neural tissue aid researchers in the modulation of neural system activity(Babb et al. 2008). To understand properties of neural system activity, engineers use signal processing techniques and computational modeling(Eliasmith & Anderson 2003). To process these signals, neural engineers must translate the voltages across neural membranes into corresponding code, a process known as neural coding. Neural coding uses studies on how the brain encodes simple commands in the form of central pattern generators (CPGs), movement vectors, the cerebellar internal model, and somatotopic maps to understand movement and sensory phenomena. Decoding of these signals in the realm of neuroscience is the process by which neurons understand the voltages that have been transmitted to them. Transformations involve the mechanisms that signals of a certain form get interpreted and then translated into another form. Engineers look to mathematically model these transformations(Eliasmith & Anderson 2003). There are a variety of methods being used to record these voltage signals. These can be intracellular or extracellular. Extracellular methods involve single-unit recordings, extracellular field potentials, amperometry, or more recently, Multielectrode arrays which have been used to record and mimic signals. Neuromechanics is the coupling of neurobiology, biomechanics, sensation and perception, and robotics (Edwards 2010). Researchers are using advanced techniques and models to study the mechanical properties of neural tissues and their effects on the tissues' ability to withstand and generate force and movements as well as their vulnerability to traumatic loading.(Laplaca & Prado 2010) This area of research focuses on translating the transformations of information among the neuromuscular and skeletal systems to develop functions and governing rules relating to operation and organization of these systems (Nishikawa et al. 2007). Neuromechanics can be simulated by connecting computational models of neural circuits to models of animal bodies situated in virtual physical worlds(Edwards 2010). Experimental analysis of biomechanics including the kinematics and dynamics of movements, the process and patterns of motor and sensory feedback during movement processes, and the circuit and synaptic organization of the brain responsible for motor control are all currently being researched to understand the complexity of animal movement. Dr. Michelle LaPlaca's lab at Georgia Institute of Technology is involved in the study of mechanical stretch of cell cultures, shear deformation of planar cell cultures, and shear deformation of 3D cell containing matrices. Understanding of these processes is followed by development of functioning models capable of characterizing these systems under closed loop conditions with specially defined parameters. The study of neuromechanics is aimed at improving treatments for physiological health problems which includes optimization of prostheses design, restoration of movement post injury, and design and control of mobile robots. By studying structures in 3D hydrogels, researchers can identify new models of nerve cell mechanoproperties. For example, LaPlaca et al. developed a new model showing that strain may play a role in cell culture. (LaPlaca et al. 2005) Neuromodulation aims to treat disease or injury by employing medical device technologies that would enhance or suppress activity of the nervous system with the delivery of pharmaceutical agents, electrical signals, or other forms of energy stimulus to re-establish balance in impaired regions of the brain. Researchers in this field face the challenge of linking advances in understanding neural signals to advancements in technologies delivering and analyzing these signals with increased sensitivity, biocompatibility, and viability in closed loops schemes in the brain such that new treatments and clinical applications can be created to treat those suffering from neural damage of various kinds(Potter 2012). Neuromodulator devices can correct nervous system dysfunction related to Parkinson's disease, dystonia, tremor, Tourette's, chronic pain, OCD, severe depression, and eventually epilepsy. (Potter 2012) Neuromodulation is appealing as treatment for varying defects because it focuses in on treating highly specific regions of the brain only, contrasting that of systemic treatments that can have side effects on the body. Neuromodulator stimulators such as microelectrode arrays can stimulate and record brain function and with further improvements are meant to become adjustable and responsive delivery devices for drugs and other stimuli. (2012a) Neural engineering and rehabilitation applies neuroscience and engineering to investigating peripheral and central nervous system function and to finding clinical solutions to problems created by brain damage or malfunction. Engineering applied to Neuroregeneration focuses on engineering devices and materials that facilitate the growth of neurons for specific applications such as the regeneration of peripheral nerve injury, the regeneration of the spinal cord tissue for spinal cord injury, and the regeneration of retinal tissue. Genetic engineering and Tissue engineering are areas developing scaffolds for spinal cord to regrow across thus helping neurological problems. (Potter 2012, Schmidt & Leach 2003) Neuroimaging techniques are used to investigate the activity of neural networks, as well as the structure and function of the brain. Neuroimaging technologies include functional magnetic resonance imaging (fMRI), magnetic resonance imaging (MRI), positron emission tomography (PET) and computed axial tomography (CAT) scans. Functional neuroimaging studies are interested in which areas of the brain perform specific tasks. fMRI measures hemodynamic activity that is closely linked to neural activity. It probes the brain by tuning the brain scanner to a certain wavelength to see which part of the brain are activated doing different tasks by seeing what lights up doing different things. PET, CT scanners, and electroencephalography (EEG) are currently being improved and used for similar purposes(Potter 2012). Scientists can use experimental observations of neuronal systems and theoretical and computational models of these systems to create Neural networks with the hopes of modeling neural systems in as realistic a manner as possible. Neural networks can be used for analyses to help design further neurotechnology devices. Specifically, researchers handle analytical or finite element modeling to determine nervous system control of movements and apply these techniques to help patients with brain injuries or disorders. Artificial neural networks can be built from theoretical and computational models and implemented on computers from theoretically devices equations or experimental results of observed behavior of neuronal systems. Models might represent ion concentration dynamics, channel kinetics, synaptic transmission, single neuron computation, oxygen metabolism, or application of dynamic system theory. (LaPlaca et al. 2005) Liquid-Based template assembly was used to engineer 3D neural networks from neuron-seeded microcarrier beads.[1] Neural interfaces are a major element used for studying neural systems and enhancing or replacing neuronal function with engineered devices. Engineers are challenged with developing electrodes than can selectively record from associated electronic circuits to collect information about the nervous system activity and to stimulate specified regions of neural tissue to restore function or sensation of that tissue.(Cullen et al. 2011) The materials used for these devices must match the mechanical properties of neural tissue in which they are placed and the damage must be assessed. Neural interfacing involves temporary regeneration of biomaterial scaffolds or chronic electrodes and must manage the body's response to foreign materials. Microelectrode arrays are recent advances that can be used to study neural networks(Cullen & Pfister 2011). Optical neural interfaces involve optical recordings and optogenetics stimulation that makes brain cells light sensitive. Fiber optics can be implanted in the brain to stimulate and record this photon activity instead of electrodes. Two-photon excitation microscopy can study living neuronal networks and the communicatory events among neurons (Potter 2012). Brain computer interfaces seek to directly communicate with human nervous system to monitor and stimulate neural circuits as well as diagnose and treat intrinsic neurological dysfunction. Deep brain stimulation is a significant advance in this field that is especially effective in treating movement disorders such as Parkinson's disease with high frequency stimulation of neural tissue to suppress tremors(Lega et al. 2011). Neural microsystems can be developed to interpret and deliver electrical, chemical, magnetic, and optical signals to neural tissue. They can detect variations in membrane potential and measure electrical properties such as spike population, amplitude, or rate by using electrodes, or by assessment of chemical concentrations, fluorescence light intensity, or magnetic field potential. The goal of these systems is to deliver signals that would influence neuronal tissue potential and thus stimulate the brain tissue to evoke a desired response(He 2005).[citation needed] Microelectrode arrays are specific tools used to detect the sharp changes in voltage in the extracellular environments that occur from propagation of an action potential down an axon. Dr. Mark Allen and Dr. LaPlaca have microfabricated 3D electrodes out of cytocompatible materials such as SU-8 and SLA polymers which have led to the development of in vitro and in vivo microelectrode systems with the characteristics of high compliance and flexibility to minimize tissue disruption. Neuroprosthetics are devices capable of supplementing or replacing missing functions of the nervous system by stimulating the nervous system and recording its activity. Electrodes that measure firing of nerves can integrate with prosthetic devices and signal them to perform the function intended by the transmitted signal. Sensory prostheses use artificial sensors to replace neural input that might be missing from biological sources(He 2005). Engineers researching these devices are charged with providing a chronic, safe, artificial interface with neuronal tissue. Perhaps the most successful of these sensory prostheses is the cochlear implant which has restored hearing abilities to the deaf. Visual prosthesis for restoring visual capabilities of blind persons is still in more elementary stages of development. Motor prosthesics are devices involved with electrical stimulation of biological neural muscular system that can substitute for control mechanisms of the brain or spinal cord. Smart prostheses can be designed to replace missing limbs controlled by neural signals by transplanting nerves from the stump of an amputee to muscles. Electrodes placed on the skin can interpret signals and then control the prosthetic limb. These prosthetics have been very successful. Functional electrical stimulation (FES) is a system aimed at restoring motor processes such as standing, walking, and hand grasp(Potter 2012). Neurorobotics is the study of how neural systems can be embodied and movements emulated in mechanical machines. Neurorobots are typically used to study motor control and locomotion, learning and memory selection, and value systems and action selection. By studying neurorobots in real-world environments, they are more easily observed and assessed to describe heuristics of robot function in terms of its embedded neural systems and the reactions of these systems to its environment(Krichmar 2008). Neural tissue regeneration, or neuroregeneration looks to restore function to those neurons that have been damaged in small injuries and larger injuries like those caused by traumatic brain injury. Functional restoration of damaged nerves involves re-establishment of a continuous pathway for regenerating axons to the site of innervation. Researchers like Dr. LaPlaca at Georgia Institute of Technology are looking to help find treatment for repair and regeneration after traumatic brain injury and spinal cord injuries by applying tissue engineering strategies . Dr. LaPlaca is looking into methods combining neural stem cells with an extracellular matrix protein based scaffold for minimally invasive delivery into the irregular shaped lesions that form after a traumatic insult. By studying the neural stem cells in vitro and exploring alternative cell sources, engineering novel biopolymers that could be utilized in a scaffold, and investigating cell or tissue engineered construct transplants in vivo in models of traumatic brain and spinal cord injury, Dr. LaPlaca's lab aims to identify optimal strategies for nerve regeneration post injury. End to end surgical suture of damaged nerve ends can repair small gaps with autologous nerve grafts. For larger injuries, an autologous nerve graft that has been harvested from another site in the body might be used, though this process is time consuming, costly and requires two surgeries. (Schmidt & Leach 2003) Clinical treatment for CNS is minimally available and focuses mostly on reducing collateral damage caused by bone fragments near the site of injury or inflammation. After swelling surrounding injury lessens, patients undergo rehabilitation so that remaining nerves can be trained to compensate for the lack of nerve function in injured nerves. No treatment currently exists to restore nerve function of CNS nerves that have been damaged(Schmidt & Leach 2003). Engineering strategies for the repair of spinal cord injury are focused on creating a friendly environment for nerve regeneration. Only PNS nerve damage has been clinically possible so far, but advances in research of genetic techniques and biomaterials demonstrate the potential for SC nerves to regenerate in permissible environments. Advantages of autologous tissue grafts are that they come from natural materials which have a high likelihood of biocompatibility while providing structural support to nerves that encourage cell adhesion and migration. (Schmidt & Leach 2003) Nonautologous tissue, acellular grafts, and extracellular matrix based materials are all options that may also provide ideal scaffolding for nerve regeneration. Some come from allogenic or xenogenic tissues that must be combined with immunosuppressants. while others include small intestinal submucosa and amniotic tissue grafts.(Schmidt & Leach 2003) Synthetic materials are attractive options because their physical and chemical properties can typically be controlled. A challenge that remains with synthetic materials is biocompatibility. (Schmidt & Leach 2003) Methylcellulose based constructs have be shown to be a biocompatible option serving this purpose.(Tate et al. 2001) AxoGen uses a cell graft technology AVANCE to mimic a human nerve. It has been shown to achieve meaningful recovery in 87 percent of patients with peripheral nerve injuries(2012b). Nerve guidance channels, Nerve guidance conduit are innovative strategies focusing on larger defects that provide a conduit for sprouting axons directing growth and reducing growth inhibition from scar tissue. Nerve guidance channels must be readily formed into a conduit with the desired dimensions, sterilizable, tear resistant, and easy to handle and suture. (Schmidt & Leach 2003) Ideally they would degrade over time with nerve regeneration, be pliable, semipermeable, maintain their shape, and have a smooth inner wall that mimics that of a real nerve. (Schmidt & Leach 2003) Delivery devices must be biocompatible and stable in vivo. Some examples include osmotic pumps, silicone reservoirs, polymer matrices, and microspheres. Gene therapy techniques have also been studied to provide long-term production of growth factors and could be delivered with viral or non-viral vectors such as lipoplexes. Cells are also effective delivery vehicles for ECM components, neurotrophic factors and cell adhesion molecules. Olfactory ensheathing cells (OECs) and stem cells as well as genetically modified cells have been used as transplants to support nerve regeneration. (LaPlaca et al. 2005, Schmidt & Leach 2003, Tate et al. 2002) Augmentation of human neural systems, or human enhancement using engineering techniques is another inevitable application of neuroengineering believed to develop within the next few decades. Deep brain stimulation has already been shown to enhance memory recall as noted by patients currently using this treatment for neurological disorders. Brain stimulation techniques are postulated to be able to sculpt emotions and personalities as well as enhance motivation, reduce inhibitions, etc. as requested by the individual. Ethical issues with this sort of human augmentation are a new set of questions that neural engineers have to grapple with as these studies develop(Potter 2012).
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Power-supply circuits, such as for example AC-to-DC or DC-to-DC switching power supplies, are well known in the art. FIG. 1 shows an architecture of a power-supply circuit that supplies at output a supply signal for a load LD. In the example considered, the power-supply circuit comprises an input stage 10, a switching stage 20, an output stage 30, and a control circuit 40. For instance, the input stage 10 may comprise a rectifier, such as for example a diode bridge, and/or one or more input filters. For instance, frequently the input stage 10 is configured to receive an input AC or DC voltage, for example via the electrical line M, and supplying at output a DC voltage Vin. In general, in particular when the input voltage M is already a DC voltage, the above filters may also be superfluous, and consequently the input stage 10 is purely optional. The switching stage 20 consists of an electronic converter comprising at least one electronic switch. There exist many types of electronic converters that are divided mainly into insulated converters and non-insulated converters. For instance, non-insulated electronic converters are converters of the “buck”, “boost”, “buck-boost”, “Cuk”, “SEPIC” and “ZETA” type. Instead, insulated converters are, for example, converters of the “flyback”, “forward”, “half-bridge”, and “full-bridge” type. These types of converters are well known to the person skilled in the art. Finally, the output stage 30 may comprise filters that stabilize the signal Vout at output from the switching stage 20. In general, these filters may also be included already in the stage 20, and consequently the output stage 30 is purely optional. In the above architecture, switching of the switch or switches of the switching stage 20 is usually controlled via a control circuit 40, which opens and closes via at least one driving signal DRV for driving the switch or switches of the switching stage 20 as a function of at least one control signal. In general, there may be used: a) an open-loop control (or forward, or predictive, or feed-forward control) via a control signal FF picked up, for example, on the input of block 10 or block 20; and/or b) a closed-loop control (or feedback, or backward, control) via a control signal FB picked up, for example, on the output of block 20 or block 30. For instance, illustrated in FIG. 1 is a feedback of the supply signal at output from block 20, such as for example the output voltage or current. Consequently, in this case, the control circuit 40 can drive the switch or switches of the switching stage 20 in such a way as to reach a desired output voltage or current. For instance, FIG. 2 illustrates the circuit diagram of a flyback converter that can be used in the stage 20. As is well known, a flyback converter comprises a transformer T with a primary winding T1 and a secondary winding T2, an electronic switch 204, such as for example an n-channel MOSFET (Metal-Oxide-Semiconductor Field-Effect Transistor) or a bipolar transistor or an IGBT (Insulated-Gate Bipolar Transistor), an output diode Dout, and an output capacitor Cout. In particular, the transformer T can be modelled as an inductor Lm connected in parallel with the primary winding T1, which represents the magnetization inductance of the transformer T, an inductor Lr connected in series with the secondary winding T2, which represents the dispersion inductance of the transformer T, and an ideal transformer with a given turns ratio 1:n. In the example considered, the converter 20 receives at input, through two input terminals 202 and GND1, a voltage Vin and supplies at output, through two output terminals 206 and GND2, a voltage Vout and a current iout. As mentioned previously, the voltage Vin can be obtained also from an alternating current at input, for example via the input stage 10, which comprises a rectifier, such as for example a diode or a diode bridge and possibly one or more filters, such as for example capacitors. In particular, the first input terminal 202 is connected to the first terminal of the primary winding T1 of the transformer T, and the second input terminal GND1 represents a first ground. Instead, the second terminal of the primary winding T1 of the transformer T is connected through the switch 204 to ground GND1. Consequently, the switch 204 can be used for selectively activating the flow of current through the primary winding T1 of the transformer T. Instead, the first terminal of the secondary winding T2 of the transformer T is connected through a diode Dout to the first output terminal 208, and the second terminal of the secondary winding T2 of the transformer T is directly connected to a second output terminal GND2 that represents a second ground, which, on account of the insulating effect of the transformer T, is preferably different from the ground GND1 and is consequently represented by a different ground symbol. In general, it is sufficient for the secondary winding T2 and the diode Dout to be connected in series between the terminal 206 and the ground GND2. Finally, an output capacitor Cout is connected in parallel with the output, i.e., between the terminals 206 and GND2. Consequently, when the switch 204 is closed, the primary winding T1 of the transformer T is directly connected to the input voltage Vin. This results in an increase in the magnetic flux in the transformer T. Consequently, the voltage across the secondary winding T2 is negative, and the diode Dout is reverse biased. In this condition, the output capacitor Cout supplies the energy required by the load. Instead, when the switch 204 is open, the energy stored in the transformer T is transferred as flyback current to the load. As mentioned previously, the control may be in current or in voltage. For this purpose, a control unit 40 is typically used, which drives the switch 204 in such a way that the output voltage Vout or the output current iout is regulated on a desired value. For this purpose, a sensor configured for detecting the current iout or the voltage Vout may be used in a way in itself known. Typically, the control unit 40 drives the switch 204 with a modulation of a PWM (Pulse-Width Modulation) type, in which the switch 204 is closed during a first operating interval, and the switch 204 is opened during a second operating interval. The person skilled in the art will appreciate that this PWM driving and control of the duration of the operating intervals are well known and may be obtained, for example, via a feedback of the voltage or of the current at output through an error amplifier. For instance, in the case of a current control, the duration of the first interval is increased until the (mean) current at output reaches a predetermined threshold. With a PWM driving of this sort, there typically exist three operating modes. In particular, if the current in the magnetization inductance Lm never reaches zero during a switching cycle, the converter is said to be operating in CCM (Continuous-Current Mode). Instead, when the current in the magnetization inductance Lm reaches zero during the period, the converter is said to be operating in DCM (Discontinuous-Current Mode). Typically, the converter operates in discontinuous-current mode when the load absorbs a low current, and in continuous-current mode at higher levels of current absorption. The limit between CCM and DCM is reached when the current reaches zero exactly at the end of the switching cycle. This limit case is referred to as “TM” (Transition Mode). Furthermore, there exists the possibility of driving the switch also with a variable switching frequency, such as for example a resonant or quasi-resonant driving, where the switch 204 is switched when the voltage across the electronic switch 204 is zero or reaches a local minimum. Typically, the switching frequency, i.e., the sum of the durations of the operating periods, is fixed for CCM or DCM driving and variable for quasi-resonant driving. A problem of these switching power-supply circuits is linked to the electronic consumption of the various components. For instance, typically the control circuit 40 must always remain turned on for detecting the control signals FF and/or FB and for driving the switching stage 20. However, at low loads, for example in the absence of loads connected to the converter, the feedback signal or signals FB may change even slowly. For this reason, the energy consumption of the control circuit 40 (and of the entire converter) can be reduced by activating and deactivating the control circuit 40 for certain periods. For instance, the control circuit 40 can be set in an energy-saving mode, the so-called “stand-by mode”, and the control circuit 40 can be reactivated periodically and/or as a function of a control signal. Consequently, in this operating mode, the switching stage 20 is not always driven, but switching of the switch or switches of the switching stage 20 is intermittent, and consequently this mode is typically referred to as “burst mode”. For instance, in the sector of switching power supplies with galvanic insulation between the output voltage and the input voltage, the control feedback is usually obtained by means of an optocoupler device, which, in addition to closing the control loop, enables precisely galvanic insulation to be obtained. The advantage of this solution lies in the fact that the frequency of activation of the control circuit 40 and of the stage 20 depends upon the load of the system. However, frequently this solution is inefficient from the standpoint of consumption in stand-by conditions since the consumption of the feedback network of the optocoupler cannot be eliminated. Other techniques enable execution of the feedback of the output voltage directly from the primary winding, without the aid of an optocoupler. In these systems, in conditions of zero load, the minimum frequency of the burst mode is typically fixed by the device and is a fixed frequency. In these systems, the switch or switches of the stage 20 must be turned back on periodically in order to transfer to the primary winding the information regarding the value of output voltage. In particular, when the system is turned back on, it supplies at output a fixed energy that has to be dissipated in order to prevent the system from going out of regulation in the case of very low or zero loads. In order to overcome this problem, frequently a dummy load is inserted at output. The energy to be dissipated mainly depends upon the turning-on frequency, which should not be chosen low at will since between one reactivation of switching and the next the system is “blind”; i.e., there is no information on the state of the output. Once switching has taken place, the system can recognize a variation of the load and respond by supplying the necessary energy. In the worst case, i.e., variation of load from zero to the maximum value, the current absorbed by the load is sustained by the output capacitance, and the voltage drop Vout depends upon the value of this capacitance (the higher it is, the lower the voltage drop), upon the turning-on frequency (low frequencies result in high voltage drops), and upon the maximum current that can be applied at output. For this reason, it is necessary to establish, in the design stage, a trade-off between consumption in stand-by conditions and the value of the output capacitance. For instance, to achieve dissipation of powers lower 5 mW there is usually required a turning-on period longer than 4 ms, which results in the use of output capacitances of the order of microfarads. An example of implementation of this control technique from the primary is described, for instance, in the U.S. Pat. No. 6,590,789 (incorporated by reference). Like classic insulated switching converters with feedback control obtained by means of an optocoupler, also those with feedback obtained by means of a primary winding consequently present considerable limits as regards obtaining high performance in terms of consumption levels in stand-by or zero-load conditions. A way to overcome the above problem is to provide a system on the secondary, which, in the burst phase, monitors the output voltage Vout and, when this drops below a certain threshold, “wakes up”, by means of an appropriate communication mechanism and wake-up signal, the primary device. In this way, it is possible to obtain low dissipation without the use of high output capacitances. Since the controller on the secondary is supplied by the output voltage of the converter, it cannot be fully enabled if the output voltage Vout does not reach a given value. In this step, then, since the circuits of the system on the secondary are not driven properly, they could give rise to energy dissipation as well as to the risk of malfunctioning.
3.375
3
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Impedance to defibrillation countershock: does an optimal impedance exist? Defibrillation is thought to occur because of changes in the transmembrane potential that are caused by current flow through the heart tissue. Impedance to electric countershock is an important parameter because it is determined by the magnitude and distribution of the current that flows for a specific shock voltage. The impedance is comprised of resistive contributions from: (1) extra-tissue sources, which include the defibrillator, leads, and electrodes; (2) tissue sources, which include intracardiac and extra-cardiac tissue; and (3) the interface between electrode and tissue. Tissue sources dominate the impedance and probably contribute to the wide range of impedance values presented to the defibrillation pulse. Because impedance is not constant within or between subjects, defibrillators must be designed to accommodate these differences without compromising patient safety or therapeutic efficacy. Experimental investigations in animals and humans suggest that impedance changes at several different time scales ranging from milliseconds to years. These alterations are believed to be a result of both electrochemical and physiological mechanisms. It is commonly thought that impedance is optimized when it has been decreased to a minimum, since this allows the most current flow for a given voltage shock. However, if the impedance is lowered by changing the location or size of the electrodes in such a way that current flow is decreased in part of the heart even though current flow is increased elsewhere, then the total voltage, current, and energy needed for defibrillation may increase, not decrease, even though impedance is decreased. A simple boundary element computer model suggests that the most even distribution of current flow through the heart is achieved for those electrode locations in which the impedance across the heart is at or near the maximum cardiac impedance for any location of these particular electrodes. Thus, the optimum shock impedance is achieved when impedance is minimized for extra-tissue and extra-cardiac tissue sources and is at or near a maximum for intracardiac tissue sources.
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Researchers have long suspected that male genitalia evolved particularly rapidly, especially because they can be very different even among closely related species. Hemipenes—the paired male organ used by snakes and lizards—consist of a pair of tubular structures, and the surface of each hemipenis contains a groove through which semen is conveyed. The shape ranges from cylindrical to deeply bilobed, which can be ornamented with spines. A team studying the hemipenes of over two dozen lizard species have discovered that genital traits evolve much more rapidly than nongenital traits. The findings were published in the Journal of Zoology last week. A trio of researchers led by Harvard’s Julia Klaczko examined the hemipenes of 25 Anolis lizards from the Caribbean. They measured the total length, width at the lobes, and width at the hemipenial body. They also measured three nongenital traits: thigh length, shank (or lower foreleg) length, and the length of the dewlaps, the loose skin that hangs down from their throat. For each of these traits, the team performed mathematical calculations to figure out their rate of evolutionary change. Some hemipenial morphological variation is pictured here: (a) Anolis litoralis, (b) A. evermani, (c) A. brunneus (d) A. cybotes, and (e) A. grahami, also used to illustrate hemipenial measurements (1: length; 2: width at the lobes; 3: width at the body). Scale bar = 1 mm. Anolis hemipenes, they found, have been evolving up to six times faster than non-sexual traits. "That the differences were that high was a great finding," Klaczko tells New Scientist. The team has at least two major ideas about why changes in hemipenes over time were so rapid. One possibility is that females have specific preferences for what fits and stimulates them better. Another less cooperative idea, Live Science reports, is that male and female lizards are locked in an evolutionary arms race, and both are trying to control reproduction: Males may be evolving genitals that give them an advantage when it comes to fertilizing the females, while females are evolving their genitals in an attempt to take that advantage back. Images: Wikimedia (top), J. Klaczko et al., Journal of Zoology 2015 (middle)
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Organic electroluminescent (hereinafter referred to as EL) elements are thin and capable of achieving various emitting colors. Thus, applications of organic EL elements to light-emitting devices such as displays and lighting units are expected. However, organic EL elements have various problems. For solving such problems, light-emitting elements utilizing electrochemiluminescence (hereinafter referred to as ECL) have been developed. As described in JP-A 2008-84644 (KOKAI), the emitting layer of an ECL element is liquid. Thus, unlike an organic EL element, the emitting material of the ECL element can circulate in the emitting layer. Therefore, ECL elements are less prone to cause image burn-in as compared with organic EL elements. Further, an organic EL element generally employs a multilayer structure including an emitting layer, charge-transporting layers, charge injection layers, and a pair of electrodes in order to achieve high luminous efficiency. By contrast, an ECL element can be composed only of an emitting layer in liquid form and a pair of electrodes. Thus, ECL elements can be manufactured at a lower cost as compared with organic EL elements. In addition, unlike organic EL elements, ECL elements utilize an electrochemical reaction. Therefore, ECL elements can be driven at a lower voltage as compared with organic EL elements. As above, ECL elements are superior to organic EL elements in various respects. However, light-emitting devices utilizing ECL elements have not yet been put to practical use.
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In a conventional wireless local area network (WLAN), an access point (AP) is a station that transmits and receives data (sometimes referred to as a transceiver). A conventional AP connects users to other users within the network and also can serve as the point of interconnection between the WLAN and a fixed wire network. Each AP can serve multiple users within a defined network area. As users move beyond the range of one AP, they can be automatically handed over to the next one. A small WLAN may only require a single AP. Conventionally, the number of APs required increases as a function of the number of network users and the physical size of the network. APs are typically shipped with a default configuration to allow connection of wireless clients, but most require an elaborate and confusing manual configuration procedure to set up a new AP or new client (e.g., a wireless card, embedded wireless local area network on motherboard (WLAM), etc.). with security features enabled. For example, the following instructions describe how to manually configure a particular wireless connection. A user opens a client configuration program for a wireless client. A new wireless network configuration can be generated or a default configuration edited. To connect to an AP, the AP is activated. The user must enter a network name or Secure Set ID (SSID) name for the network. Alternately, the user can scan for an available network. To specify a name, the user looks for a network name or SSID option in the configuration utility. The user must ensure that their network card's name or SSID setting is identical to the network name or SSID assigned to the AP. The user enables a security selection, for example enabling wired equivalent privacy (WEP) encryption and enters one or more keys. The keys on the user device and AP must be identical and the same key type (encryption level and hexadecimal or ASCI format) must be used on every device. The user then saves the configuration and attempts to connect the user device to the AP.
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Telecommunications systems, cable television systems and data communication networks use optical networks to rapidly convey large amounts of information between remote points. In an optical network, information is conveyed in the form of optical signals through optical fibers. Optical fibers comprise thin strands of glass capable of communicating the signals over long distances with very low loss. An optical network may be configured to combine modulated signals at various wavelengths or optical frequencies (also known as “channels”) into a single optical fiber. Each disparate channel may include optically encoded information to be communicated throughout the optical network. Such combining of various channels into a single fiber is known as wavelength-division multiplexing (WDM). Each optical wavelength (or carrier) may carry multiple sub-carriers using frequency-division multiplexing (FDM). Orthogonal frequency-division multiplexing (OFDM) is a FDM scheme in which a plurality of closely-spaced orthogonal sub-carriers is used to carry data. The data is divided into several parallel data channels, one for each sub-carrier. OFDM modulation may be implemented using inverse discrete Fourier transformation (IDFT) and an optical modulator instead of using multiple modulators and oscillators for subcarriers as is the case in traditional FDM. The demodulation is also achieved using discrete Fourier transformation (DFT) instead of using multiple filters and oscillators for subcarriers. The separation of subcarrier channels is the integer multiple of the inverse observation period for a symbol to assure orthogonality. An optical signal comprised of disparate subcarriers may experience optical dispersion (and in particular, chromatic dispersion). Because of dispersion, sub-carriers of differing frequencies may propagate with different speeds in an optical fiber. Optical subcarriers have phase noise due to finite linewidth of the laser providing a source of electromagnetic energy for a fiber. Such laser phase noise combined with dispersion, if not compensated, may lead to non-orthogonality between sub-channels, thus degrading the OFDM signal. Phase noise is the frequency domain representation of rapid, short-term, random fluctuations in the phase of a waveform. Signal degradation due to laser phase noise combined with chromatic dispersion may be significant, especially when optical OFDM signals are created using a distributed feedback (DFB) laser.
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Providing a reliable and secure method, apparatus and/or system for collecting and counting votes is paramount to a democratic system of government. One method requires a voter to cast their votes by entering their selections into a machine that generates a paper record or ballot, which is then collected and later counted. While the collection of paper ballots is fairly reliable and secure, it does have its problems. In contemporary voting systems, problems are encountered relating to the accuracy of the ballot. In particular, the generated ballot may not precisely reflect the voter's selections. Also, the voter is not given an opportunity to review the paper ballot generated by the machine, prior to it being deposited in a ballot box. Thus, the voter must trust that the machine will properly record his or her vote. Also, ballots are traditionally made of paper or some similar material. However, the transfer of such material from the voting machine into the ballot box encounters other problems. Generally, voting machines rely on gravity to “drop” the ballot into the ballot box. Alternatively, a paper handling system inside the voting machine pushes the ballot into the ballot box. Either way, such systems are unreliable since the ballot is prone to getting jammed as it is pushed or otherwise externally forced into the ballot box. Further, the ballot box itself becomes a security risk if someone can tamper with the contents. In particular, the integrity of the ballot box contents becomes compromised when an unauthorized person is able to either remove ballots from or insert ballots into a ballot box after it is separated from the voting machine. Ballot boxes include simple mechanical covers or doors that close an aperture used for inserting ballots. Such covers or doors can often be opened by poll workers or other non-authorized personnel, thus compromising the integrity of the ballots therein. There is therefore a need for an efficient, reliable and secure method, apparatus or system for collecting and counting votes, which overcomes the shortcomings found in the prior art as set forth above. Such a method, apparatus or system preferably allows a voter to review their generated ballot before it is deposited within the ballot box. Also, a more reliable method, apparatus or system of depositing ballots within the ballot box should be provided. Preferably, such a method, apparatus or system is capable of keeping the ballot box secure, even after it is separated from the voting machine.
3.171875
3
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electroscope Definition Electronics An instrument which detects electric charges by means of electrostatic forces. In a gold-leaf electroscope, for instance, two gold leaves are suspended side by side from a conducting rod which is held by an insulated support, and placed in a groundedenclosure, such as a glass jar. When a charge is applied to a plate to which the rod is connected, the leaves separate due to their mutual repulsion.
3.1875
3
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Material for Cantonese speech audiometry constructed by appropriate phonetic principles. Cantonese is the common Chinese dialect spoken by the citizens in Hong Kong. It is difficult to construct a material for speech audiometry in the Chinese language in view of 3 facts: (1) all words are monosyllabic, (2) the language is tonal and (3) there are many homophones. Since well-documented Cantonese speech audiometry is not available, an attempt is made in this pilot study to construct short word lists which are equal in phonemic distribution.
3.25
3
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Atlantic coastal plain upland longleaf pine woodland The Atlantic coastal plain upland longleaf pine woodland is plant community found on the southern Atlantic coastal plain, in the states of southern Virginia, North Carolina, South Carolina, Georgia and northeastern Florida. These woodlands are dominated by longleaf pine (Pinus palustris) and occur on uplands and on the higher parts of upland-wetland mosaics. They are subject to frequent fires. Soils are well- to excessively drained. Scrub oaks such as turkey oak (Quercus laevis) and bluejack oak (Quercus incana) are often in the understory. The herbaceous layer is dominated by grasses, particularly wiregrass: (Aristida stricta) in the north and (Aristida beyrichiana) in the south. These woodlands may once have been the most widespread plant community within their range. References See also Florida longleaf pine sandhill Category:Plant communities of Florida Category:Plant communities of Georgia (U.S. state) Category:Plant communities of North Carolina Category:Plant communities of South Carolina Category:Plant communities of Virginia
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-3). Suppose 2*k + 0*k - d*q = 81, 4*k - 151 = -5*q. What is the remainder when k is divided by 21? 18 Suppose o + 43 = 3*i, 34 = 2*i - 2*o + 4*o. What is the remainder when i is divided by 4? 3 Let k(s) = 4*s + 9. Calculate the remainder when 41 is divided by k(3). 20 Suppose 0 = 7*n - 2*n - g - 44, -2*g = -n + 7. What is the remainder when 26 is divided by n? 8 Suppose 0 = -5*q - 13 - 17. What is the remainder when ((-15)/q + -2)*178 is divided by 23? 20 Let i(v) = 13*v**2 + 4*v + 1. Let y be i(-3). Suppose y = -u + 3*u. Suppose 4*k + 14 = -4*d + 82, -4*d = 2*k - 70. What is the remainder when u is divided by d? 17 Suppose 3*g = -c + 60, c - 5*g - 60 = -2*g. Calculate the remainder when 179 is divided by c. 59 Suppose h - 21 = -3*d, -4*h - d - 2*d = -111. Calculate the remainder when h is divided by 11. 8 Let g(w) = -w**2 + 2*w + 42. What is the remainder when g(0) is divided by 22? 20 Let p = 39 + 2. What is the remainder when p is divided by 12? 5 Let n(i) = i**3 - 13*i**2 + 5*i - 11. What is the remainder when n(13) is divided by 28? 26 Suppose -6 = -3*k, -2*n + 3*k = 2*n + 90. Suppose -4*y + 6 + 6 = 0. Calculate the remainder when ((-15)/(-2))/(n/(-28)) is divided by y. 1 Suppose -4*t + 0*t = -232. Suppose 4*s - 5*r + 1 = 51, 0 = -5*s + 4*r + t. Calculate the remainder when 19 is divided by s. 9 Let o(b) = -12*b - 3. Suppose 0 = x + 4*x - 60. Calculate the remainder when o(-4) is divided by x. 9 Let y(m) = -m + 6. Let w be y(4). Suppose 0 = -3*s - w*j + 17, -j - 15 = -s + 3*j. Calculate the remainder when s is divided by 2. 1 Let s(g) = -3*g**3 - 3*g**2 - 4*g - 3. Calculate the remainder when 48 is divided by s(-2). 14 Let r = 14 + -3. What is the remainder when 41 is divided by r? 8 What is the remainder when (49 - 3 - 1) + -5 is divided by 12? 4 Suppose 0 = d + 3*y - 14, -3*d + 2*d + 10 = -y. What is the remainder when 32 is divided by d? 10 Let b(f) = f**2 + 4*f - 10. Suppose 4*j = -5*o - 29 - 22, -5*o = 2*j + 33. Calculate the remainder when b(j) is divided by 19. 16 Let f = 10 + -7. Suppose 0 = -p, -f*l - p + 53 = -133. Suppose -5*o - 12 = -l. What is the remainder when 18 is divided by o? 8 Suppose -5*h = -4*g, 7 + 4 = h - 3*g. Calculate the remainder when 53 is divided by (6/h)/((-27)/252). 11 Let t = 10 - 8. Suppose 0 = -7*z + t*z + 20. Calculate the remainder when 5 is divided by z. 1 Let m = -31 - -47. Suppose 203 + 107 = 5*o. What is the remainder when o is divided by m? 14 What is the remainder when 26 is divided by ((-36)/3)/(-4) + 4? 5 Suppose 3*y = -16 + 31, 2*m - 4*y - 58 = 0. Calculate the remainder when m is divided by 23. 16 Suppose 5*g - 2*g - 6 = -f, 5*f - 5*g + 30 = 0. Calculate the remainder when 119 is divided by (-91)/f - 1/3. 29 Let f(y) = y**2 + 10*y + 17. What is the remainder when 13 is divided by f(-9)? 5 Suppose -355 = -3*v - 0*c + 2*c, -5*c = 2*v - 262. Suppose 3*s + 4*u - v = 0, s + 0*u + 2*u = 39. What is the remainder when s is divided by 15? 13 Let b(w) = -w**2 - 8*w - 4. Let k be b(-7). Suppose -10 = -k*s - 3*q + 11, 5*q + 55 = 4*s. What is the remainder when 29 is divided by s? 9 Let n be 264/56 + (-4)/(-14). Suppose -8 = -n*f + 3*f. Suppose 55 = c + f*c. Calculate the remainder when c is divided by 6. 5 Let y(h) = -h**2 - 11*h + 1. Calculate the remainder when y(-7) is divided by 4. 1 What is the remainder when 13 is divided by (-2)/4 + (-126)/(-28)? 1 Let k = 12 - 5. Let w(r) = r**3 - 6*r**2 + 7*r - 6. Calculate the remainder when k is divided by w(5). 3 Let w = 94 + -50. Calculate the remainder when w is divided by 2/4 - (-58)/4. 14 Let h(z) be the third derivative of 2*z**5/15 - z**4/8 - z**3/2 - 2*z**2. What is the remainder when h(-2) is divided by 12? 11 Let i(k) = 2*k**2 - 4*k - 1. Let g be i(3). Suppose 20 = -q + g*q. What is the remainder when q is divided by 2? 1 Let r = 10 + -4. Let g be 0 - (-24)/((-3)/(-1)). Let p = g - r. What is the remainder when 4 is divided by p? 0 Suppose c = -4, 5*c + 4 + 26 = 5*o. Suppose -2 - 4 = -o*d, 5*d - 33 = -3*f. Suppose 100 - 80 = 2*r. Calculate the remainder when r is divided by f. 4 Let k be (12/(-10))/((-9)/60). Suppose -k - 1 = -3*h. What is the remainder when 7 is divided by h? 1 Suppose -b + 26 + 12 = 0. Calculate the remainder when b is divided by 13. 12 Suppose 0 = -8*u + 6*u + 312. Suppose -88 - u = -4*p. Calculate the remainder when p is divided by 21. 19 Suppose 3*y = 9, -3*l - 3*y = -2*l + 3. Let q = 20 + l. Calculate the remainder when 22 is divided by q. 6 Suppose 2*z = -3*s + 17, 3*s = 3*z - s. Calculate the remainder when 14 is divided by z. 2 Suppose l - 32 = -l. Let q = 2 + 1. Suppose q*v + 315 = 8*v. Calculate the remainder when v is divided by l. 15 Let m be (-8)/1*10/(-8). Suppose 3*i = 2*i + m. Calculate the remainder when 28 is divided by i. 8 Calculate the remainder when 35 is divided by (2/5)/(5/125). 5 Let i(o) = -2*o**3 + 50*o**2 + 11. Let z(f) = -f + 7. Let q be z(7). Suppose -v + q*v = -20. What is the remainder when v is divided by i(25)? 9 Suppose -3*r - 40 = -5*r + 3*g, -r + 4*g + 10 = 0. What is the remainder when r is divided by 10? 6 Suppose 2*h + 174 = 5*h. Calculate the remainder when h is divided by 12. 10 Suppose -2*y + 32 + 34 = 0. Let s = 241 - 112. Calculate the remainder when s is divided by y. 30 Let w(l) = 3*l - 1. Let i(o) = -10*o + 4. Let b(t) = -2*i(t) - 7*w(t). What is the remainder when 11 is divided by b(-7)? 5 Let t(q) = -16*q - 13. What is the remainder when t(-9) is divided by 15? 11 Let t be 0/(0 - 6/2). Suppose t = -4*m + 3*m + 10. Calculate the remainder when 18 is divided by m. 8 Calculate the remainder when (4 - 8)/(-1) + 25 is divided by 16. 13 Let q = -92 - -104. Let x(p) = -203*p - 1. Let v be x(-3). What is the remainder when 2/9 + v/18 is divided by q? 10 Let g = -1 - -11. What is the remainder when 16 is divided by g? 6 Suppose -5*t = -y + 6, -2*t = -t - 2*y + 3. Calculate the remainder when t/2 - (-172)/8 is divided by 6. 3 Let l(m) = -2*m - 8. Let d(x) = x - 7. Let t be d(0). Suppose 7*q - 20 = 2*q. What is the remainder when l(t) is divided by q? 2 Suppose -3*j = 3*i + 39, -4*j - j = -2*i - 12. Let l(m) = -2*m + 5. What is the remainder when l(i) is divided by 7? 6 What is the remainder when 74 is divided by 14 + (-4 - -6) + -1? 14 Let c(k) = k**3 + 4*k**2 + 2*k. Let f(b) = b**2 + b - 1. Let s(w) = c(w) - 2*f(w). Let p(l) = -l - 3. What is the remainder when p(-6) is divided by s(-2)? 1 Suppose n + 342 = -2*n. What is the remainder when 8 is divided by n/(-21) - 6/14? 3 Suppose 2*o - 96 = o. What is the remainder when o is divided by 14? 12 Let q(r) = 5*r**2 - 3*r - 5. What is the remainder when q(5) is divided by 36? 33 Let s(f) = -3*f - 1. Let j be s(-2). Calculate the remainder when 26 is divided by 168/20 + 3/j. 8 Suppose 7*y + u + 2 = 4*y, 3*u = -2*y - 13. Let s be ((-1)/y)/(2/(-4)). Suppose 4*f = s*f + 22. What is the remainder when f is divided by 4? 3 What is the remainder when 45/4 + (-21)/84 is divided by (8/(-6))/((-1)/3)? 3 Let b(n) be the second derivative of -n**5/20 - n**4/12 + n**3/6 + 3*n. What is the remainder when 27 is divided by b(-3)? 12 Let l(f) = f**3 + 4*f**2 - 10*f - 17. What is the remainder when 54 is divided by l(-5)? 6 Let a(c) = -c**2 + 5*c + 8. Let b be a(6). Suppose -58 = -2*j - 3*j + m, -b*j + 14 = -5*m. Calculate the remainder when 21 is divided by j. 9 Let b(v) = v**2 - 11*v + 18. What is the remainder when 87 is divided by b(12)? 27 Let y(a) = 6*a + 2. What is the remainder when 1 + -1 + (31 - 0) is divided by y(1)? 7 Calculate the remainder when 58 is divided by (-1)/2 + (-305)/(-10). 28 Suppose -2*c - 158 = -5*l, -3*l + 5*c + 98 = 3*c. Calculate the remainder when 87 is divided by l. 27 Suppose 0 = -3*i - 5 + 17. Let p be (-4 + -8)*(-2)/i. Calculate the remainder when (-121)/(-7) + p/(-21) is divided by 9. 8 Let r(v) = -v**2 + 5*v + 8. Let u be r(6). Suppose -s - 5 = -4*g, s - 15 = -3*g - u*s. What is the remainder when g is divided by 2? 0 Let n(f) = f**2 + 10*f + 35. What is the remainder when 15 is divided by n(-6)? 4 Suppose -i - 1 = b, -5*b + 4*i - 5*i = -3. Let p = -4 + b. Calculate the remainder when 4 is divided by 3*((-8)/p + -2). 0 Suppose 0*u - 3*u = -6. Calculate the remainder when ((-2)/7)/(2/(-14)) is divided by u. 0 Let n(s) = 7*
3.25
3
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Natural History Seminar at ISAM Location: South African Museum From: January 30, 2013 To: January 30, 2013 Banchine Wasp, photograph by Macreando Parasitic wasps are valuable insects to have in nature. They feed on caterpillars until there’s nothing left but guts and skin. They reduce the amount of insect pests causing injury to crops and forest products. Despite their economic importance, very little is known about parasitic wasps found in Africa. Join Terry Reynolds and explore the diversity, potential and value of what could arguably be the largest animal family on earth.
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Q: How do I calculate the height of an arc? I'm a hobbyist engineer, having one of those moments where my mind goes blank. I know this is a simple problem, but I can't remember how to approach it. I have an arc defined by width and angle. ($w$ and $a$) The radius ($r$) of the arc is defined by: $$r=\frac{w}{sin(a)}$$ The question is, how do I calculate the height ($h$) of the arc, for any given width ($w$) and angle ($a$)? The arc is displayed in white, in the diagram below. In the diagram, the value of $h$ is provided by the computer software, and I need to know how to calculate this value manually. Additionally, $a$ is specified as $45$ degrees, but this angle may change in the future. A: From the figure, $w=r\sin a$, $$\begin{align}h&=r-r\cos a=r(1-\cos a)\\ &=\frac w{\sin a}(1-\cos a)=\frac{w(1-\cos a)(1+\cos a)}{\sin a(1+\cos a)}\\ &=\frac{w\sin^2a}{\sin a(1+\cos a)}=\frac{w\sin a}{1+\cos a}\\ &=w\tan\left(\frac a2\right)\end{align}$$
3.375
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Q: Use of <> in Python. Is <> an operator? >>> 1<>1 False >>> 1<>2 True >>> 1<>3 True >>> 1<>0 True >>> 1<>1 False What is the use of <> in Python? Can someone help in explaining the above or the '<>' in general. A: It's the inequality operator, synonymous to !=. From the documentation: The forms <> and != are equivalent; for consistency with C, != is preferred; where != is mentioned below <> is also accepted. The <> spelling is considered obsolescent. The <> spelling has been removed in Python 3.
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Generally, in order to fabricate a cast piece (which is the general term for slab, billet, bloom, beam blank and the like) in a continuous casting machine, molten steel in a liquid state supplied from a ladle passes through a mold via a tundish that stores the molten steel, and then a solidified shell in a solid state is formed by means of a cooling operation in the mold. While the solidified shell obtained by cooling the molten steel is guided by a guide rolls installed below it, the solidified shell is solidified by a secondary cooling water sprayed by spray nozzles, thereby becoming a cast piece in a complete solid state. During the continuous casting work of steel, mold flux as a subsidiary material as well as molten steel is input into the mold together when the molten steel is supplied into the mold. The mold flux is generally input in a solid state, such as powder or granule, and is melted by heat generated in the molten steel supplied into the mold, thereby controlling heat transfer between the molten steel and the mold and improving the lubricating ability. As shown in FIG. 1, the mold flux input into the mold in the shape of powder or granule is melted on an upper surface of the molten steel 12 to form a liquid layer 21, a sintering layer (or semisolid layer) 23 and a powder layer 25 in order from the molten steel surface. The liquid layer 21 is substantially transparent, so that a radiant wave with a wavelength of 500 to 4,000 nm emitted from the molten steel can be easily transmitted through the liquid layer 21. On the other hand, the sintering and powder layers 23 and 25 are optically opaque, thereby blocking a radiant wave and thus preventing a rapid decrease of temperature of the molten steel surface. However, after the conventional mold flux in the shape of powder or granule is melted by the heat of the molten steel, the liquid layer 21 flows between the mold 10 and the solidification layer 11, thereby being solidified on an inner wall surface of the mold 10 to form a solid slag film 27 and also forming a liquid slag film on the molten steel side to control heat transfer between the molten steel and the mold and improve the lubricating ability. At this time, at the point where the molten slag begins to flow between the solid slag film 27 and the solidified shell 11, the mold flux adhering to the mold is formed to protrude to the inside of the mold. This portion is referred to as a slag bear 29. The slag bear 29 prevents the molten slag from being introduced between the mold flux film 27 and the solidified shell 11. This slag bear 29 restricts consumption of mold flux per unit area of a cast piece. Generally, the consumption of mold flux decreases as a casting speed increases, so that the lubricating ability between the cast piece and the mold is deteriorated to thereby increase frequency of occurrence of break-out. In addition, since the thickness of the liquid layer of mold flux becomes irregular due to the slag bear 29, the shape of the solidified shell 11 in the mold 10 becomes irregular, thereby causing surface cracks, which is also more serious as a casting speed is increased. In this regards, Korean laid-open Patent Publication No. 1998-038065 and U.S. Pat. No. 5,577,545 disclose a method for restraining growth of the slag bear by lowering the melting speed of mold flux by coating mold flux with graphite or fine carbon black. However, this method cannot prevent a slag bear fundamentally. In addition, when the melting speed of mold flux is low, the mold flux in an un-molten state is introduced between the solidified shell and the mold, which causes irregularity of the solidification and also increases break-out defects. In order to solve the above problem, Japanese Laid-open Patent Publication No. 1989-202349, 1993-023802, 1993-146855, 1994-007907, 1994-007908, 1994-047511, 1994-079419, 1994-154977 and 1994-226111 disclose a method for melting mold flux at the outside of a mold and then injecting it through a molten steel surface. However, the aforementioned documents suggest that the mold flux in a molten state is limitedly used only in an initial casting process, and then, once the casting work reaches a normal state, mold flux in the shape of powder is used to return to the conventional operation. As mentioned above, since the mold flux in a molten state is substantially transparent in a wavelength of 500 to 4,000 nm, a radiant wave emitted from the molten steel may easily pass through the mold flux, so that the surface of the molten steel cannot be kept at a set temperature due to the increased radiant heat transfer. Accordingly, if the casting is progressed for a certain time, the surface of the molten steel may be solidified, which would be an obstacle in performing the continuous casting process. In addition, paper has been used to supply the mold flux in a molten state into the mold. However, the paper has a limit in supplying the mold flux in a molten state throughout the entire period of the continuous casting process.
3.421875
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Wednesday, March 12, 2008 A Death Star Pinwheel Astronomers (or at least the press who cover space news) seem to like the phrase "death star." I think of several reasons for this: it reminds everyone of Star Wars, and plays a little on our inherent paranoia: everything in space is out to get us. So, what is out to get us this time? The scientific research is about a pair of stars known as "Wolf Rayet 104." Wolf-Rayet stars started life dozens of times more massive than the sun; they are so bright that the outer layers of the star are spewed back into space. In just a few million years, the stars may have lost 75% of their matter this way, and they've burned through their entire supply of fuel. These stars are very close (within a few hundred thousand years) of a supernova explosion. There are many reasons to think that Wolf Rayet stars may be one of the sources of mysterious "gamma ray bursts," very energetic jets of gamma rays that we can see in galaxies most of the way across the visible Universe. These jets of gamma rays are created as material falls into a black hole formed by the collapse of the star, which releases tremendous amounts of energy. Wolf-Rayet 104 is a pair of these stars, and so are supernovae waiting to happen. The stars are about 8000 light years away in the constellation Sagittarius. They are invisible to the unaided eye, but are located just north of the spout of the teapot shape of Sagittarius. The movie above shows a real infrared picture of the star system. Astronomer Peter Tuthill of the University of Sydney and collaborators used the Keck Telescope in Hawaii to take pictures in infrared light. What you are seeing is dust thrown off in the strong winds from these stars; the orbits of the stars around each other cause the dust to twist into a spiral pattern. Tuthill and collaborators have been working on this star system for years, and are using the stars to measure the amount of matter the stars are spewing into space and how the winds from each star are colliding, helping to produce the dust that they see. But they also noticed from the nearly-circular shape of the spiral that we are looking at the south pole of the star system. If, when this star explodes, it produces a gamma ray burst, the gamma rays are likely to come out of the stars' north and south poles. In other words, nearly straight at us. If a nearby gamma ray burst were to happen, it is possible that the Earth would suffer. Gamma rays are really energetic, and while our atmosphere protects us from the gamma rays normally streaming through space, it might be overwhelmed from the large amounts of gamma rays a nearby gamma ray burst would produce. And that could be bad for the Earth and our ecosystem. Some of the dire forecasts some astronomers have made are mass extinctions, collapse of the food change, horrible mutations from the flux of radiation, and other very bad things. I'm not too worried about this right now. First, the chances of these stars exploding anytime soon are small -- maybe 1 in 100,000 every year. Second, we don't know for certain if either of these stars will make a gamma ray burst and, if they do, whether it will be pointed exactly at us. When it comes to gamma rays, it has to be a direct hit to cause the damage -- a near miss doesn't count. But even more, when you look at the fossil record, there are very few mass extinctions, and most of these have other explanations. The dinosaurs died when an asteroid hit the Earth. The Permian extinction, which killed 96% of species in the oceans and 70% of those on land, seems to be associated with massive outpourings of lava (although this is still quite disputed). And some biologists claim we are currently in a mass-extinction event driven by humans. There is little evidence for a mass extinction event caused by a gamma ray burst in the past (though maybe we have mis-interpreted the evidence). I think we should definitely keep studying Wolf-Rayet 104, and I think there is a lot to learn about dying stars from this pair of stars. But I will not lose any sleep over the supposed danger these stars might pose to Earth. Followers Analyzed by Google Analytics Copyright and Licensing Disclaimer The Professor Astronomy Blog is based on work supported by the National Science Foundation under grant no. AST-0602288. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author and do not necessarily reflect the views of the National Science Foundation (NSF).
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Tiyaha bedouin The Tiyaha or Tiyahah is a Sinai/Negev Bedouin tribe. Their traditions state that they originated from near Madina and settled in the Sinai Peninsula during the early years of the Muslim conquests. They were led by one named Rabab and the five main sub-groups trace their roots to his five sons. The word Al-Tiyaha means "the lost ones" in Arabic, the tribe is called Al-Tiyaha relative to the Al-Tiyah area (the country of Al-Tiyaha, ) in central of Sinai, which is the land where the children of Israel lost for forty years. it is unknown if Al-Tiyaha tribe have Israelite roots. Al-Tiyaha bedouins along with "Al-Badara bedouins" are thought to be the indigenous pre-Islamic bedouins of Negev and Sinai. Probably related to ancient biblecal Arabians who inhabited the area like the Nabateans and the Arabu. Their alleged Arab ancestory is mysterious and despite claiming a Najdi Arabian origin, their surrounding Arab neighbors like the Tawarah bedouins to the south and Tarabin bedouins to the North see them as foreigners . They are recorded to be the oldest Arab tribe to arrive and settle Sinai due to the Islamic conquest of Egypt. Their name "Al-Tiyaha" came from the Al-Tih plateau (in Arabic: هضبة التيه ) which means the "lost land" and this is a very strange occasion since Arab tribes usually don't change their name to the name of the region easily. At-Tih plateau is an isolated unwanted desert, a perfect shelter for a fleeing people who were displaced from their homelands by new settlers. Sub-Groups The Hukuk Formerly the paramount clan, the Hukuk grazed the land from Jebel al-Kahlil (Hebron) to Wadi al-'Araba, south of the Dead Sea and taxed anyone wishing to cross their territory. In the 1930s their leader was one Sheikh Suleyman whose grandfather had been hung by the Turkish authorities for abducting women and levying illegal dues on bedouin around Gaza. The 'Allamat In the 1930s this clan numbered less than 2,000. After the British authorities put their Sheikh, Salama ibn Musa Abu Shunnar, in prison for "misbehaviour" they split into three sub-groups, each with their own Sheikh. 'Iyal 'Umari Taking their name from one of Rabab's sons called 'Umari who had a reputation as a Tiyaha war leader. Despite this he has an evil reputation and his grave on the left bank of Wadi al-Abya regarded as a place of bad-omen. In the 1930s the clan numbered some 500, divided into two sub groups: The 'Urur and the Rawashida. The Nutush Also known as the 'Atawina. One of their Sheikhs, Salim, was killed fighting Ibrahim Pasha. Exceeding 2,000 in 1930, they were one of the senior branches of the Tiyaha. In the nineteenth century they levied taxes on the people of Gaza and Hebron. Two of their Sheikhs, 'Awda and 'Amir, played a leading role in the war with the Tarabin, which weakened their influence over other sections of the Tiyaha including the Hukuk leading tribe Alhuzayyel. During the early years of the twentieth century they were led by Shaykh Ali ibn 'Atiya, who was widely respected, serving on local official bodies as well as the General Council in Jerusalem. Unusually he sent his sons to school. The Qadirat Numbering 4,000: during the early years of the British occupation a number of them, under the leadership of Ibrahim ibn Salama, committed numerous acts of lawlessness, living as outlaws until making peace with the government. Many of the residents of Lakiya, north of Beersheba, identify themselves as Qadirat. The Dhullam The grave of one of their ancestors, Mahna, in Wadi al-Hafir is a place of pilgrimage. Numbering 2,000 in 1930, they had a reputation as fighters. They lost eighty horsemen in one engagement with the Tarabin during the nineteenth century. Other sub-groups A number of other tribes and clans were allied to the Tiyaha: The Shallaliyin (1,000); The Bani 'Uqba living around Beersheba; The Qatatiwa also arriving in the Negev in the early nineteenth century; The Qalazin (200) and the Badinat (350). Nineteenth century In 1843 a Scottish missionary was amongst a small group that set out from Cairo to explore possible routes taken by Moses across Sinai. Their itinerary included Saint Catherine's Monastery, central Sinai, then East to Petra and to Jerusalem via Hebron. In Cairo they hired a guide and 47 camels from the Aleika bedouin, a branch of the Tawarah bedouin. For part of their journey West from Suez they were accompanied by Sheikh Saleh, the leader to the Tawarah, who was based in Wadi esh Sheikh west of Mount Sinai. North West of Saint Catherine's, near the fort at Nakhl where the Haj road enters Jebel Tih, their progress was stopped by a large group of Tiyaha who refused to allow the Tawarah to cross their territory. In the negotiations that followed it was agreed that the Tawarah would continue to Gaza with half of the party and the Tiyaha would provide 20 camels to transport the rest to Petra and back as far as Dhahariya at a cost of 220 piasters per camel. The writer observed that the Tiyaha were armed with guns plundered from the retreating Egyptian army in 1841, and on the way back from Petra, south of the Dead Sea, they came across bones and complete skeletons of soldiers who had been attempting to reach Gaza. He comments on several occasions of finding areas of rye planted for grazing and that the Tiyaha were more observant about prayers than his previous escort. He does speculate this might be due to the appearance of a large comet during the journey. The Tiyaha's territory did not extend to Wadi 'Arabah, they had poor relations with the bedouin living there. Negotiations were required with the residents of Petra before the party were allowed to set up camp because of antagonism towards the escorts. On the way back across Wadi 'Arabah they were joined by four Tiyaha men escorting 40 camels from grazing East of Mount Seir which they were taking to Gaza to sell. The journey ended outside Dhahariya when the Tiyaha escort refused to enter the town due to a murder that had been committed in the recent past. In an 1874 list of Bedouin tribes produced by a member of the Palestine Exploration Fund survey team, the Tiyaha are described as "in the Desert of the Tih". In April 1875, Lieut. Claude R. Conder, who was surveying Gaza District for the Palestine Exploration Fund, reported that part of the territory belonging to the Tiyaha included 200 square miles north of Beersheba. References Category:Bedouins in Israel Category:Bedouin groups
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It is known to use oil as a transfer medium in heat exchangers for steam production. Thus, U.S. Pat. No. 2,222,575 discloses cooling of hot oil by direct contact of the oil with cooling water which immediately evaporates, thereby generating steam for use. The hot oil is pumped into a chamber having a temperature of approximately 343.degree. C., and water is sprayed over its surface from a plurality of nozzles. As the water evaporates, the oil is cooled and replaced by new, hot oil. U.S. Pat. No. 4,164,202 also discloses cooling of hot oil. In this reference, hot oil (about 350.degree. C.) and water are both sprayed into the interior of a vessel in the form of little droplets. When the droplets meet, the water evaporates and the oil, cooled to some extent, falls down and collects at the bottom. U.S. Pat. No. 4,207,840 discloses a steam generator comprising a bath of oil in a spherical vessel which is continuously heated from below by wood combustion. In order to generate steam, water is injected into the bath underneath the heated oil. As the water comes into intimate contact with the heated oil, it evaporates and rises to the surface of the oil where it is discharged from the spherical vessel as steam. Thus, in the prior art, the oil does not take part in producing, but only in transporting heat. Claim 1 refers generally to this process in its preamble.
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Background ========== Fossil fuels helped literally ignite the industrial revolution, and from then on radically changed the way we live; today, thousands of products are generated from fossil fuels \[[@B1]\]. Unfortunately, fossil fuels are non-renewable and their reserves will foreseeably run dry. Moreover, the reckless use of this resource has resulted in a tremendous release of greenhouse gases leading to adverse effects to our earth's climate and to the creatures living on our planet. These drawbacks have driven researchers to look for alternative renewable replacements for petroleum and petroleum-derived products. Amongst the petroleum-derived products; polyethylene with an annual productivity of 80 million metric tons per annum stands out as one of the most commonly used plastics \[[@B2]\]. Polylactic acid (PLA) is made by the polymerization of lactic acid and has the potential to replace polyethylene as a biodegradable alternative \[[@B3]\]. Lactic acid is a chiral compound and exists in two isomeric forms: D (-) lactic acid and L (+) lactic acid. The various properties of polylactic acid are modulated by the mixing ratio of the D (-) and L (+) lactic acid and, henceforth, it is essential to produce both the isomers \[[@B4]\]. It has been estimated that for the PLA production to be profitable, the lactic acid price should be less than 0.8\$/kg \[[@B5]\]. This necessitates the production of lactic acid from a cheaper source. Although microbial fermentation can produce lactate from sugar-based feedstock, such process may compete with global food supplies. Therefore, this work focuses on cyanobacterial process development for the sustainable synthesis of D (-) lactic acid, with CO~2~ as the carbon substrate and sunlight as an energy source. Cyanobacteria have the ability to reduce atmospheric CO~2~ into useful organic compounds by using solar energy and have been engineered to synthesize a number of value-added products \[[@B6]-[@B9]\]. *Synechocystis* sp. PCC 6803 (hereafter *Synechocystis* 6803) with its ability to uptake foreign DNA naturally, has been the model organism of choice for various metabolic engineering works \[[@B10]-[@B12]\]. *Synechocystis* 6803 also has the ability to grow mixotrophically with glucose and acetate \[[@B13]\]. Therefore, along with CO~2~, its versatile carbon metabolism allows the co-utilization of cheap organic compounds for product biosynthesis. For example, acetate abundant wastewater generated from biomass hydrolysis and anaerobic digestion \[[@B14]\] can be potentially used for promoting cyanobacterial productivity. More importantly, there are numerous molecular biology tools for *Synechocystis* 6803, making it an attractive organism for metabolic engineering works \[[@B15],[@B16]\]. *Synechocystis* 6803 has recently been engineered for the production of L-lactate (a maximal titer of 1.8 g/L and a maximal productivity of 0.15 g/L/day) \[[@B17]-[@B19]\]. However, engineering *Synechocystis* 6803 for the production of optically pure D-lactate synthesis is more difficult due to the lack of an efficient D-lactate dehydrogenase. Recently, a mutated glycerol dehydrogenase (GlyDH\*) was discovered by Wang et al. \[[@B20]\] and this enzyme was found to behave as a D-lactate dehydrogenase, exhibiting an unusually high specific activity of 6.9 units per mg protein with pyruvate and NADH as substrates. This enzyme allows a *Bacillus coagulans* strain to produce 90 g/L of D-lactate. Their work served as a motivation for us to engineer *Synechocystis* 6803 through the heterologous expression of *gldA101* (encodes GlyDH\*). We found that this original enzyme was able to synthesize optically pure D-lactate in *Synechocystis* 6803. To further improve cyanobacterial productivity, we employed three strategies: 1. Codon optimization of *gldA101* (Additional file [1](#S1){ref-type="supplementary-material"}: Figure S1); 2. Heterologous expression of a transhydrogenase; 3. Supplementing cultures with extracellular carbon sources (such as glucose, pyruvate and acetate). The final engineered strain demonstrated a high D-lactic acid productivity and titer (titer \>1 g/L). Results and discussion ====================== Cyanobacteria need a lactate dehydrogenase to synthesize lactate from pyruvate (Figure  [1](#F1){ref-type="fig"}). Earlier works on *Synechocystis* 6803 for lactate production involved the expression of an *ldh* from *Bacillus subtilis* for synthesis of L-lactate \[[@B18]\]. As a first step, we tested the activity of GlyDH\* for D-lactate production \[[@B20]\] by transferring the gene from *Bacillus coagulans* to *Synechocystis* 6803. A plasmid pYY1 was constructed that contained the gene *gldA101* under the control of an Isopropyl β-D-1-thiogalactopyranoside (IPTG) inducible promoter, P~trc~. The *gldA101* gene was then subsequently transferred to the glucose tolerant wild type *Synechocystis* 6803 through natural transformation, generating the strain AV08. The optical density and the D-lactate concentration of the AV08 cultures were monitored in shake flasks. As can be verified from Figure  [2](#F2){ref-type="fig"}, AV08 did not show any significant levels of D-lactate in the initial 12 days. The D-lactate levels started increasing steadily at the late autotrophic growth phase and reached a final titer of 0.4 g/L, whereas a wild type strain of *Synechococcus* 7002 was able to produce only \~ 7 mg/L of D-lactate through glucose fermentation \[[@B21]\]. ![**Metabolic engineering of*Synechocystis*6803 for the synthesis of D-lactic acid. (A)** Metabolic pathway for D-lactate synthesis. Lactate permeation through the cell membrane occurs either via a lactate transporter or by passive diffusion \[[@B22],[@B23]\]. Red arrows indicate the heterologous pathway engineered into *Synechocystis* 6803. **Abbreviations:** GlyDH^\*^, mutant glycerol dehydrogenase; TH, Transhydrogenase; 3PGA, 3-phosphoglycerate; CoA, Coenzyme A; G1P, glucose 1-phosphate; F6P, fructose 6-phosphate; PHB, poly-β-hydroxybutyrate; RuBP, ribulose 1,5-bisphosphate. **(B)** Colony PCR to verify the presence of the heterologous genes of the mutant glycerol dehydrogenase (Left picture) and transhydrogenase (Right picture) in the engineered strains of *Synechocystis* 6803. *gldA101* was amplified with primers gldA-o-F3 and gldA-o-R; *gldA101*-*syn* was amplified with primers gldA-o-F and gldA-o-R2; *sth* was amplified with primers tranNADH-F and tranNADH-R (Table  [1](#T1){ref-type="table"}).](1475-2859-12-117-1){#F1} ![**Autotrophic production of D-Lactate in the engineered strains of*Synechocystis*6803. (A)** Growth curves and **(B)** D-lactate production in the engineered strains (n = 3). Circles: AV08 (with *gldA101*). Triangles: AV10 (with *gldA101*-*syn* and *sth*) and Squares: AV11 (with *gldA101*-*syn*).](1475-2859-12-117-2){#F2} A familiar strategy to increase the synthesis of a target product would be to increase the levels of the heterologous enzyme inside the cell. This can be achieved by modifying the enzyme regulation either at the transcriptional level or at the translational level. Cyanobacteria are known to have their own preference in the use of codons for synthesizing amino acids \[[@B24]\]. Lindberg et al. \[[@B25]\] have employed codon optimization for the isoprene synthase gene *IspS* and have found a 10-fold increase in the *IspS* expression level. More recently, this strategy was applied to increase the expression of the *efe* gene (from *Pseudomonas syringae*) in *Synechocystis* 6803 for ethylene production \[[@B26]\]. Since the gene involved in this work was borrowed from a gram-positive organism and *Synechocystis* 6803 being gram-negative, we hypothesized that this would be a useful strategy. The codon optimized gene *gldA101*-*syn* (synthesized by Genewiz Inc, South Plainfield, NJ) was integrated into the *psbA1* gene loci in the genome of the WT *Synechocystis* 6803 using the plasmid pDY3 to obtain the strain AV11. Further improvements in product synthesis can be achieved by rectification of bottlenecks in the metabolic pathway. The lactate dehydrogenase enzyme utilizes NADH as its cofactor, whereas the ratio of NADH to NADPH is reported to be much lower in cyanobacteria. For example, the ratio of NADH to NADPH in *Synechococcus* 7942 under light conditions was estimated to be 0.15, and in *Synechocystis* 6803 under photoautotrophic conditions the intracellular NADH concentration was only 20 nmol/g fresh weight, whereas the intracellular NADPH concentration was about 140 nmol/g fresh weight \[[@B27]-[@B29]\]. This lower concentration of NADH in cyanobacteria, points to the fact that availability of NADH could be a major limiting factor for synthesizing D-lactate. Henceforth, a soluble transhydrogenase, *sth* from *Pseudomonas aeruginosa*\[[@B30]\], was introduced downstream of the gene *gldA101*-*syn.* This engineered strain was called AV10. The heterologous genes in AV10 and AV11 are under the control of the same single promoter, P~trc~, located upstream of *gldA101*-syn and *sth* in AV10 and located upstream of *gldA101*-syn in AV11. The three strains (AV08, AV10 and AV11) showed similar growth rates to wild type strain under photoautotrophic conditions, and thus the production of D-lactate did not introduce growth defects in the engineered strains (Figure  [2](#F2){ref-type="fig"}A and Additional file [1](#S1){ref-type="supplementary-material"}: Figure S2). However, the three strains differed in the production rate of D-lactic acid. The strain AV11 with codon optimization (*gldA101*-*syn*) had an improved productivity for D-lactate compared to the AV08 strain (Figure  [2](#F2){ref-type="fig"}B). Both strains produced D-lactate mainly during the later growth stage. Introduction of the transhydrogenase improved the D-lactate synthesis further in AV10, and this strain produced D-lactate in both the growth phase and non-growth phase. The rate of photoautotrophic D-lactate production by AV10 increased significantly (achieving a maximum productivity of \~0.1 g/L/day and \~0.2 mmol/g cell/day) during the late phase of the culture and the final titer of D-lactate reached 1.14 g/L. We observed that the D-lactate production rate reached its peak in the later stages of cultivation, suggesting that more carbon flux has been directed to lactate production during the non-growth phase. This increased flux was expected because the lactate precursor (pyruvate) is a key metabolic node occupying a central position in the synthesis of diverse biomass components, and more pyruvate becomes available for lactate synthesis when biomass growth becomes slow. Therefore, an obvious thought would be to enhance lactate production by supplementing the cultures with pyruvate \[[@B31]\]. However, our experiments found that addition of pyruvate did not yield apparent improvements in D-lactate synthesis (data not shown), possibly because *Synechocystis* 6803 may lack an effective pyruvate transporter. The alternate option would be to grow AV10 with glucose and increase the glycolysis flux for pyruvate synthesis. In our previous study, addition of glucose was found to increase isobutanol production in *Synechocystis* 6803 \[[@B32]\]. However in this study, when we grew the AV10 strain under mixotrophic conditions (with 5 g/L glucose), it did not show a higher growth rate or display improvements in the final D-lactate titer compared to the autotrophic condition. The AV10 cultures grown in the presence of glucose instead showed an impaired growth, possibly because the engineered pathways caused a metabolic imbalance during glucose catabolism (Figure  [3](#F3){ref-type="fig"}). ![**Mixotrophic production of D-Lactate by AV10. (A)** Growth and **(B)** D-lactate production in the engineered *Synechocystis* 6803 strain AV10 (n = 3), with the provision of additional organic carbon source, i.e., with glucose and acetate (Mixotrophic metabolism). Squares: with acetate. Circles: with glucose.](1475-2859-12-117-3){#F3} We also hypothesized that the intracellular pyruvate pool can be increased for lactate production by addition of exogenous acetate. Supplementing cultures with acetate can redirect more carbon from pyruvate to lactate in three possible ways \[[@B33]\]: (1) acetate is used as a building block for lactate production; (2) acetate provides additional carbon source for biomass synthesis and reduce pyruvate consumption; (3) acetate conversion by acetyl-CoA synthetase consumes Coenzyme-A (CoA), decreasing the CoA pool available for pyruvate decarboxylation. To test this hypothesis, the AV10 cultures were supplemented with 15 mM acetate. We found that growth rate of the AV10 cultures with acetate (Figure  [3](#F3){ref-type="fig"}A) remained comparable to their growth rate under autotrophic condition, but there was substantial improvement in the synthesis of D-lactate (the maximal titer reached 2.17 g/L and the peak productivity reached \~0.19 g/L/day, Figure  [3](#F3){ref-type="fig"}B). To further understand the role played by glucose and acetate in D-lactate synthesis, AV10 cultures were grown with \[1,2-^13^C\] glucose and \[1,2-^13^C\] acetate (Sigma, St. Louis). Cultures were collected from the mid-log phase and were used for amino acid and D-lactate analysis. As an example, mass spectrum of D-lactate from a cyanobacterial culture is shown in Additional file [1](#S1){ref-type="supplementary-material"}: Figure S3. The ^13^C abundance in the amino acids and lactate were obtained as mass fraction m~i~, where \'i' indicates the number of ^13^C in the molecule. As can be seen from Figure  [4](#F4){ref-type="fig"}A, glucose-fed cells have significant ^13^C-carbon distributed in amino acids (indicated by an increase in m~1~ and m~2~). Also, D-lactate from glucose-fed cultures was partially ^13^C-labeled (m~2~ \~0.22). The isotopomer data in Figure  [4](#F4){ref-type="fig"}A proved that ^13^C-glucose provided the carbon source for both biomass and lactate production. However, glucose-based mixotrophic fermentation is not beneficial to D-lactate production compared to autotrophic cultures, possibly because carbon flux from glycolysis may cause some carbon and energy imbalance \[[@B32]\]. As for the acetate-fed cultures, only leucine and glutamate (which both use acetyl-CoA as their precursor) were significantly labeled (an m~2~ of 0.31 and 0.32 respectively), while other amino acids (e.g., aspartate and alanine) were nonlabeled (Figure  [4](#F4){ref-type="fig"}B). Interestingly, D-lactate from acetate-fed culture was almost nonlabeled, indicating that the carbons of lactate molecules were mainly derived from CO~2~. Therefore, the observed enhancement of lactate synthesis in the presence of acetate can be explained by two complementary mechanisms. First, acetate is an additional carbon source for synthesizing biomass building blocks, such as fatty acids and some amino acids, thus redirecting the extra carbon flux from CO~2~ to lactate. Secondly, acetate may limit the pyruvate decarboxylation reaction by reducing the CoA pool by the formation of acetyl-CoA and thus improve pyruvate availability for lactate synthesis. ![**Isotopomer analysis showing the mass fraction of isotopomers for selected proteinogenic amino acids \[TBDMS based measurement\] and D-lactate \[MSTFA based measurement\].** Standard abbreviations are used for amino acids in the figure. **(A)** Cultures grown with 5 g/L of \[1,2-^13^C\] glucose and **(B)** Cultures grown with 15 mM of \[1,2-^13^C\] acetate. \"white bar\" m~0~ -- mass fraction without any labeled carbon; \"grey bar\" m~1~ -- mass fraction with one labeled carbon; \"black bar\" m~2~ -- mass fraction with two labeled carbon. (Note: natural ^13^C makes up about 1.1% of total carbon as measurement background).](1475-2859-12-117-4){#F4} Conclusions =========== The results reported here are for the autotrophic production of D-lactate in cyanobacteria via the heterologous expression of a novel D-lactate dehydrogenase (GlyDH\*) and by balancing the precursors and cofactors. Other molecular strategies may also be applied to further improve the D-lactate production: (1) by seeking stronger promoters \[[@B16]\]; (2) optimizing ribosomal binding sites \[[@B34]\]; (3) improving activity of GlyDH\* via protein engineering; (4) introducing powerful lactate transporter \[[@B22]\]; (5) knocking out competing pathways (such as the glycogen and polyhydroxybutyrate synthesizing pathways); (6) duplicating the heterologous genes by integrating at multiple sites \[[@B35]\]; and (7) limiting biomass production by knocking down the pyruvate decarboxylation reaction. Also, considering the future outdoor algal processes for scaled up D-lactate production, we hypothesize that knocking out metabolic pathways that synthesize carbon storage molecules (polyhydroxybutyrate and glycogen) may be deleterious to algal growth during the night phase in day-night cultivation \[[@B36]\]. On the other hand, process optimization by employing better light conditions, along with proper CO~2~ concentration, pH and temperature control, may also be employed to increase the D-lactate productivity in a scaled-up system. Materials and methods ===================== Chemicals and reagents ---------------------- Restriction enzymes, Phusion DNA polymerase, T4 DNA ligase and 10-Beta electro-competent *E. coli* kit were purchased from Fermentas or New England BioLabs. Oligonucleotides were purchased from Integrated DNA Technologies (IDT). All organic solvents, chemicals, ^13^C-labeled acetate, and glucose used in this study were purchased from Sigma-Aldrich (St. Louis, MO). Medium and growth conditions ---------------------------- *E. coli* strain 10-Beta was used as the host for all plasmids constructed in this study. *E. coli* cells were grown in liquid Luria-Bertani (LB) medium at 37°C in a shaker at 200 rpm or on solidified LB plates. Ampicillin (100 μg/mL) or kanamycin (50 μg/mL) was added to the LB medium when required for propagation of the plasmids in *E. coli*. The wild-type (glucose-tolerant) and the recombinant strain of *Synechocystis* 6803 were grown at 30°C in a liquid blue-green medium (BG-11 medium) or on solid BG-11 plates at a light intensity of 100 μmol of photons m^-2^ s^-1^ in ambient air. Kanamycin (20 μg/mL) was added to the BG-11 growth medium as required. Growth of the cells was monitored by measuring their optical density at 730 nm (OD~730~) with an Agilent Cary 60 UV--vis spectrophotometer. 10 mL cultures for the synthesis of D-lactate were grown (initial OD~730~, 0.4) in 50-mL shake flasks without any antibiotic and 1 mM Isopropyl β-D-1-thiogalactopyranoside (IPTG) was added for induction. Mixotrophic cultures of *Synechocystis* 6803 were started in BG-11 medium containing a known amount of glucose (0.5%) or acetate (15 mM) as an organic carbon source. Plasmid construction and transformation --------------------------------------- The vector pTKA3 \[[@B32]\] served as the backbone for all the plasmids constructed in this study. The gene *gldA101* encoding GlyDH\* \[[@B20]\], was amplified from the plasmid pQZ115 with the primers gldA-o-F2 and gldA-o-R (Tables  [1](#T1){ref-type="table"} and [2](#T2){ref-type="table"}). The obtained 1.2 kb fragment was digested with BamHI/NheI and cloned into the same restriction sites of pTKA3, yielding the vector pYY1. A gene cassette, which consists of the codon optimized *gldA101* (i.e., *gldA101-syn*) with the promoter P~trc~ in the upstream and the transhydrogenase (*sth*) gene from *Pseudomonas aeruginosa*\[[@B30]\] in the downstream, was chemically synthesized by Genewiz Inc (South Plainfield, NJ) and cloned into the commonly used *E. coli* vector pUC57-kan resulting in the plasmid vector pUC57-glda_sth. The vector pUC57-glda_sth was digested with BamHI/NheI, and the yielding 2.6 kb fragment was cloned into the corresponding restriction sites of pTKA3, resulting in the vector pDY2. The vector pDY3 was constructed by self-ligation of the 8.2 kb fragment obtained through the digestion of pDY2 with KpnI. ###### Primer sequences **Primer name** **Sequence (5′ → 3′)** ----------------- ------------------------------------------------------------------------------------------------------------------------------ gldA-o-F GGATCCTTGACAATTAATCATCCGGCTCG gldA-o-F2 GGATCCTTGACAATTAATCATCCGGCTCGTATAATGTGTGGAATTGTGAGCGGATAACAATTTCACACAGGAGATATAATCATATGACGAAAATCATTACCTCTCCAAGCAAGTTTATACAAGG gldA-o-F3 ATGACGAAAATCATTACCTCTCCAAG gldA-o-R GCTAGCTCATGCCCATTTTTCCTTATAATACCGCCCG gldA-o-R2 TTAGGCCCACTTTTCCTTGTAATAGC tranNADH-F CCTAAGCTAGCGGAGGACTAGCATGG tranNADH-R GCTAGCGGTACCTCAAAAAAGCCGG ptka3-F CCCGAAGTGGCGAGCCCGAT CO-F TTGATGTTGCCTTTGAACCC O-F ATGGATACGAAAGTGATTGC sth-F GAGCTACCACCTGCGCAACA AMV17R GCGCGACTCCCCGTCTTTGACTATCCTTTTTAGGATGGGGCA ps1_up_fwda TACCGGAACAGGACCAAGCCTT ###### Plasmids and strains **Plasmids/Strains** **Description** **Source or reference** ------------------------------ --------------------------------------------------------------------------------------------------------------- ----------------------------------- pUC57-glda_sth Chemically synthesized gene cassette consisting of P~trc~, *gldA101-syn* and *sth*. Genewiz; \[[@B20],[@B30],[@B37]\] pQZ115 Plasmid carrying *gldA101* \[[@B20]\] pTKA3 Backbone plasmid for all vectors constructed in this study, with *psbA1* as the integration loci. \[[@B32]\] pYY1 Derived from pTKA3 with *gldA101* and the promoter, P~trc~. This study pDY2 Derived from pTKA3 with *gldA101-syn*, *sth* and the promoter, P~trc~. This study pDY3 Derived from pTKA3 with *gldA101-syn* and the promoter, P~trc~. This study **Strains** *E. coli* 10-Beta Cloning host strain. New England Biolabs *Synechocystis* sp. PCC 6803 Glucose tolerant wild type, naturally competent. This study AV08 *Synechocystis* P~trc~::*gldA101*::Km^r^, GlyDH\* of *Bacillus.* This study AV10 *Synechocystis* P~trc~::(*gldA101-syn)-sth*::Km^r^, GlyDH\* of *Bacillus,* transhydrogenase of *Pseudomonas.* This study AV11 *Synechocystis* P~trc~::*gldA101-syn*::Km^r^, GlyDH\* of *Bacillus.* This study Natural transformation of *Synechocystis* 6803 was performed by using a double homologous-recombination procedure as described previously \[[@B38]\]. Recombinant colonies appeared between 7 and 10 days post inoculation. The genes of interest were finally integrated into the *psbA1* gene loci (a known neutral site under normal growth conditions) in the genome of *Synechocystis* 6803 \[[@B32]\]. For segregation, the positive colonies were propagated continuously onto BG-11 plates containing kanamycin and segregation of colonies was verified through a colony PCR with the primers AMV17R and ps1_up_fwda (Table  [1](#T1){ref-type="table"}). The promoter and the heterologous genes in the engineered strains were PCR amplified with respective primers (ptka3-F, CO-F, O-F, sth-F) (Table  [1](#T1){ref-type="table"}) and sent for sequencing to Genewiz to verify the cloning accuracy. D (-) lactate analysis ---------------------- D(-)/L(+) lactic acid detection kit (R-biopharm) was used to measure the D-lactate concentration. Samples of the cyanobacterial culture (50 μL) were collected every 3 days and centrifuged at 12,000 rpm for 5 min. The supernatant was collected and the D-lactate concentration assay was performed following the manufacturer's instruction. All the reactions were performed in a 96-well plate reader at room temperature (Infinite 200 PRO microplate photometer, TECAN). ^13^C isotopomer experiment --------------------------- To estimate the carbon contributions of glucose and acetate for biomass and D-lactic acid synthesis a ^13^C labeling experiment was performed. The mutant AV10 was grown in a BG-11 medium with 0.5% glucose (1,2-^13^C~2~ glucose) or 15 mM acetate (U-^13^C~2~ acetate) (Sigma, St. Louis). Cultures were started at an OD~730~ of 0.4 and were grown with labeled glucose or acetate for over 48 hours. The biomass samples and supernatant were collected for measurement of lactate and amino acid labeling. The proteinogenic amino acids from biomass were hydrolyzed and then derivatized with TBDMS \[*N*-(tert-butyldimethylsilyl)-*N*-methyl-trifluoroacetamide\], as described previously \[[@B39]\]. The derivatized amino acids were analyzed for their ^13^C mass fraction by GC-MS (Hewlett Packard 7890A and 5975C, Agilent Technologies, USA) equipped with a DB5-MS column (J&W Scientific) \[[@B39]\]. The fragment \[M-57\]^+^ containing information of the entire amino acid was used for calculating the ^13^C mass fractions (M: the molecular mass of the derivatized amino acids). The fragment \[M-15\]^+^ was used only for leucine, since its \[M-57\]^+^ overlaps with other mass peak \[[@B40]\]. To analyze extracellular D-lactic acid labeling, the supernatant (0.2 mL) was first freeze-dried at -50°C. The dried samples were then pre-derivatized with 200 μL of 2% methoxyamine hydrochloride in pyridine for 60 minutes at 37°C and then derivatized with 300 μL *N*-Methyl-*N*-(trimethylsilyl) trifluroacetamide (TMS) for 30 minutes at room temperature. The natural abundance of isotopes, including ^13^C (1.13%), ^18^O (0.20%), ^29^Si (4.70%) and ^30^Si (3.09%) changes the mass isotopomer spectrum. These changes were corrected using a published algorithm and the detailed measurement protocol can be found in our previous paper \[[@B41]\]. Competing interests =================== The authors declare competing financial interests since this work is being covered by a pending patent application from Washington University in St. Louis. Authors\' contributions ======================= AMV conceived the initial idea for this research. AMV, YY, and YJT designed the experiments. AMV, YY, and YL performed the experiments. All authors read and approved the manuscript. Supplementary Material ====================== ###### Additional file 1: Figure S1 Nuleotide sequence alignment of *gldA101* and the codon-optimized *gldA101* (i.e., *gldA101-syn*, synthesized by Genewiz Inc). Conserved nucleotide sequences in *gldA101-syn* are indicated as dotted lines. **Figure S2.** Autotrophic growth curve for *Synechocystis* 6803 strains shows similar growth of the engineered D-lactate producing strains as compared to the wild type strain. Diamond: Wild type. Square: AV08. Triangle: AV10. Circle: AV11. **Figure S3.** Mass spectra obtained via GC-MS confirm the presence of lactate in the cell culture supernatant of AV10 strain. D/L lactate enzyme kit (R-Biopharm) was used to further confirm that the product is an optically pure D-lactate. ###### Click here for file Acknowledgements ================ We thank Professor K. T. Shanmugam for offering us the plasmid pQZ115. We thank Professor Himadri Pakrasi at WUSTL for his advice on this project. We also thank Dianyi Liu, Kanimozhi, and Zach Hembree for their help with experiments, and Sandra Matteucci from the WUSTL Engineering Communication Center, for her close reading of the manuscript. This research was funded by an NSF Career Grant (MCB0954016).
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Haloalkaline Bioconversions for Methane Production from Microalgae Grown on Sunlight. Microalgal biomass can be converted to biofuels to replace nonsustainable fossil fuels, but the widespread use of microalgal biofuels remains hampered by the high energetic and monetary costs related to carbon dioxide supply and downstream processing. Growing microalgae in mixed culture biofilms reduces energy demands for mixing, maintaining axenic conditions, and biomass concentration. Furthermore, maintaining a high pH improves carbon dioxide absorption rates and inorganic carbon solubility, thus overcoming the carbon limitation and increasing the volumetric productivity of the microalgal biomass. Digesting the microalgal biomass anaerobically at high pH results in biogas that is enriched in methane, while the dissolved carbon dioxide is recycled to the phototrophic reactor. All of the required haloalkaline conversions are known in nature.
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Many students encounter difficulties in science and mathematics that may stem from intuitive interference of salient irrelevant variables. We focused on the comparison of perimeters task, in which area is the irrelevant salient variable. In congruent trials (no interference), accuracy is higher and reaction time is shorter than in incongruent trials (area variable interference). A brain-imaging study related to this task indicated that correctly answering the incongruent condition is associated with activation in prefrontal brain regions known for their executive inhibitory control. In the current study we explored the relationship between inhibitory control mechanisms and the ability to overcome intuitive interference. Participants in the study were 90 ninth graders. The efficiency of their inhibitory control mechanisms was assessed and accuracy and reaction time of correct responses in the comparison of perimeters task were recorded. The findings indicate that students with efficient inhibitory control mechanisms scored significantly better in the incongruent conditions than did those with inefficient ones. In addition, the findings indicate that the higher the efficiency of inhibitory control mechanisms, the better students were in overcoming the intuitive interference. These findings indicate the importance of inhibitory control mechanisms in overcoming interference in science and mathematics. They point to the possibility of improving students’ ability to overcome intuitive interference by strengthening their inhibitory control mechanisms. We also demonstrate that applying cognitive psychology and neuroscience methodologies in science and mathematics education research contributes to both fields.
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Researchers tell us that by the time children from low-income homes enter kindergarten, they have heard 30 million fewer words than their more affluent peers. The result of this word deficit is a smaller vocabulary, which leads to slower learning. Children learn words spoken directly to them, and the more words they hear at a very young age, the better prepared they’ll be when they start school. Read More Families that play together build strong relationships. Whether it's reading together, playing board games during cold, blustery days or playing outside in the summer, interacting with young children helps build the strong neural foundation and social-emotional skills they'll need to succeed in school and later in life. Read More Babies are born ready to learn. At birth, the brain contains about 100 billion neurons that are connected by synapses carrying electrochemical signals in response to stimuli from the world around us. During the earliest years, those synapses are firing at an astonishing rate, and they become the neural foundation upon which everything else is built. Read More Science and data drive our work. A child’s ability to learn is built upon a neurological foundation that begins before birth and is largely in place by age 5. The quality of a child’s earliest experiences, interactions and relationships physically shape the neural architecture of the developing brain during those first five years. Read More
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Make a left at the big oak tree about a mile down the road. That kind of direction is common in landcapes filled with visual cues. But the Sahara desert is a much tougher place to navigate. Even any footprints you leave get erased as winds massage the sand. Nevertheless, ants in the desert go on searches for food—and once they find it they carry their prize directly back to the nest. In the late 1980’s, researchers discovered that the ants can achieve this impressive feat using a process called path integration. To gauge the direction home, they keep track of the sun's motion across the sky—just like sailors used to do. To calculate the distance, they count their steps. "It's a very hostile environment. They're foraging at the hottest times of the day and it’s a desert, so surface temperatures reach 60 to 70 degrees Celsius." Neurobiologist Matthias Wittlinger from Germany's Ulm University, on the podcast of the journal Science, which published this work. [Sarah E. Pfeffer & Matthias Wittlinger. Optic flow odometry operates independently of stride integration in carried ants.] "And they need to be really quick in finding food, and they really need to be very quick in getting the food back to the nest…they need to be really fast, and they're travelling at speeds of 100 body lengths per second." Wittlinger noticed that sometimes desert ants carry each other. "And here we had this unique opportunity to test traveling ants that are not walking." If they're not walking, then they can't count their steps. So would these ants be able to find their way home? Bees and wasps can’t count their steps, because they fly. Instead, to estimate distance they rely on what’s called optic flow, which tracks how much visual information flows past them while they travel. So, do carried ants also use optic flow? To find out, the researchers waited for an ant to emerge from its nest carrying another. After the pair walked for ten meters, the researchers separated them. And impressively, the carried ant marched straight on back to the nest—but not if their vision was blocked. "So if they were blindfolded while being carried, they have no chance of gaining any distance information." Which proves that they need eyesight—and therefore optic flow—to do it. These critters live in one of the harshest environments on the planet, so it makes sense that evolution endowed them with the tools for path integration and optic flow. “In the case of the desert ant, it’s really important that they’re getting navigation right…if one system fails, you still have a backup system." Because if you’re going to live in the desert you have to be very clever in finding ways to not die in the desert. —Jason G. Goldman [The above text is a transcript of this podcast.]
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Xanthan gum Xanthan gum () is a polysaccharide with many industrial uses, including as a common food additive. It is an effective thickening agent and stabilizer to prevent ingredients from separating. It can be produced from simple sugars using a fermentation process, and derives its name from the species of bacteria used, Xanthomonas campestris. History Xanthan gum was discovered by Allene Rosalind Jeanes and her research team at the United States Department of Agriculture, and brought into commercial production by CP Kelco under the trade name Kelzan® in the early 1960s. It was approved for use in foods in 1968 and is accepted as a safe food additive in the USA, Canada, European countries, and many other countries, with E number E415, and CAS number 11138-66-2. Xanthan gum derives its name from the species of bacteria used during the fermentation process, Xanthomonas campestris. This is the same bacterium responsible for causing black rot to form on broccoli, cauliflower, and other leafy vegetables. Uses Xanthan gum, 1%, can produce a significant increase in the viscosity of a liquid. In foods, xanthan gum is common in salad dressings and sauces. It helps to prevent oil separation by stabilizing the emulsion, although it is not an emulsifier. Xanthan gum also helps suspend solid particles, such as spices. Xanthan gum helps create the desired texture in many ice creams. Toothpaste often contains xanthan gum as a binder to keep the product uniform. Xanthan gum also helps thicken commercial egg substitutes made from egg whites, to replace the fat and emulsifiers found in yolks. It is also a preferred method of thickening liquids for those with swallowing disorders, since it does not change the color or flavor of foods or beverages at typical use levels. In gluten-free baking, xanthan gum is used to give the dough or batter the stickiness that would otherwise be achieved with gluten. In most foods it is used at concentrations of 0.5% or less. Xanthan gum is used in wide range food products, such as sauces, dressings, meat and poultry products, bakery products, confectionery products, beverages, dairy products, others. In the oil industry, xanthan gum is used in large quantities to thicken drilling mud. These fluids carry the solids cut by the drilling bit to the surface. Xanthan gum provides great "low end" rheology. When circulation stops, the solids remain suspended in the drilling fluid. The widespread use of horizontal drilling and the demand for good control of drilled solids has led to its expanded use. It has been added to concrete poured underwater, to increase its viscosity and prevent washout. In cosmetics, xanthan gum is used to prepare water gels. It is also used in oil-in-water emulsions to enhance droplet coalescence. Xanthan gum is under preliminary research for its potential uses in tissue engineering to construct hydrogels and scaffolds supporting three-dimensional tissue formation. Shear thinning The viscosity of xanthan gum solutions decreases with higher shear rates. This is called shear thinning or pseudoplasticity. This means that a product subjected to shear, whether from mixing, shaking or chewing will thin. When the shear forces are removed, the food will thicken again. In salad dressing, the addition of xanthan gum makes it thick enough at rest in the bottle to keep the mixture fairly homogeneous, but the shear forces generated by shaking and pouring thins it, so it can be easily poured. When it exits the bottle, the shear forces are removed and it thickens again, so it clings to the salad. Amounts used The greater the ratio of xanthan gum added to a liquid, the thicker the liquid will become. An emulsion can be formed with as little as 0.1% (by weight). Increasing the amount of gum gives a thicker, more stable emulsion up to 1% xanthan gum. A teaspoon of xanthan gum weighs about 2.5 grams and brings one cup (250 ml) of water to a 1% concentration. To make a foam, 0.2–0.8% xanthan gum is typically used. Larger amounts result in larger bubbles and denser foam. Egg white powder (0.2–2.0%) with 0.1–0.4% xanthan gum yields bubbles similar to soap bubbles. Health Evaluation of workers exposed to xanthan gum dust found evidence of a link to respiratory symptoms. On May 20, 2011, the FDA issued a press release about SimplyThick, a food-thickening additive containing xanthan gum as the active ingredient, warning parents, caregivers and health care providers not to feed SimplyThick, a thickening product, to premature infants The concern is that the product may cause premature infants to suffer necrotizing enterocolitis. Safety According to a 2017 safety review by a scientific panel of the European Food Safety Authority (EFSA), xanthan gum (European food additive number E 415) is extensively digested during intestinal fermentation, and causes no adverse effects, even at high intake amounts. The EFSA panel found no concern about genotoxicity from long-term consumption. EFSA concluded that there is no safety concern for the general population when xanthan gum is consumed as a food additive. Preparation Xanthan gum is produced by the fermentation of glucose and sucrose. The polysaccharide is prepared by the bacteria being inoculated into a sterile aqueous solution of carbohydrate(s), a source of nitrogen, dipotassium phosphate, and some trace elements. The medium is well-aerated and stirred, and the xanthan polymer is produced extracellularly into the medium. After one to four days, the polymer is precipitated from the medium by the addition of isopropyl alcohol, and the precipitate is dried and milled to give a powder that is readily soluble in water or brine. It is composed of pentasaccharide repeat units, comprising glucose, mannose, and glucuronic acid in the molar ratio 2:2:1. A strain of X. campestris has been developed that will grow on lactose - which allows it to be used to process whey, a waste product of cheese production. This can produce 30 g/L of xanthan gum for every 40 g/L of whey powder. Whey-derived xanthan gum is commonly used in many commercial products, such as shampoos and salad dressings. Detail of the biosynthesis Synthesis originates from glucose as substrate for synthesis of the sugar nucleotides precursors UDP-glucose, UDP-glucuronate, and GDP-mannose that are required for building the pentasaccharide repeat unit. This links the synthesis of xanthan to carbohydrate metabolism. The repeat units are built up at undecaprenylphosphate lipid carriers that are anchored in the cytoplasmic membrane. Specific glycosyltransferases sequentially transfer the sugar moieties of the nucleotide sugar xanthan precursors to the lipid carriers. Acetyl and pyruvyl residues are added as non-carbohydrate decorations. Mature repeat units are polymerized and exported in a way resembling the Wzy-dependent polysaccharide synthesis mechanism of Enterobacteriaceae. Products of the gum gene cluster drive synthesis, polymerization, and export of the repeat unit. References Category:Edible thickening agents Category:Food additives Category:Natural gums Category:Polysaccharides Category:E-number additives
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Are Endosymbionts better Taxonomists than Scientists? Two morphologies of Millepora, currently classified as separate species, exist in the Bahamas. Millepora complanata, is found primarily in shallow waters, possessing wide, smooth branches whereas Millepora alcicornis, is found primarily in deeper waters, possessing thinner, knobby branches. Upon discovery of a range of intermediate morphologies, questions arose concerning whether these different morphologies represent different species or whether the differences result from phenotypic plasticity of the two recognized species. Results from reef abundance surveys and ultrastructure morphometric analyses support the two species hypothesis. However, a genetic analysis of rDNA revealed the presence of two distinct cryptic clades that are independent of morphology. This suggests that the current taxonomy of the Millepores may not be accurate. In order to resolve this taxonomic dilemma, we are taking advantage of the mutualistic association that Millepores form with the dinoflagellate, Symbiodinium. These obligate photosynthetic symbionts allow corals to thrive in shallow, nutrient-poor tropical seas and provide energy required to deposit calcium carbonate skeletons. Recent evidence has suggested that these symbionts are extremely diverse and fall into two categories: generalists and specialists. Specialists have been shown to form species-specific associations with their host corals. We are attempting to determine whether Symbiodinium-host specificity can be used as a diagnostic tool to better understand the phylogenetic relationship between the Millepores. We have isolated Symbiodinium DNA from coral tissue and have begun a genetic analysis of the symbiont. Our hope is to uncover host-specific specialists that will lead us to a comprehensive understanding of speciation in the Millepore complex.
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Q: How can one experimentally measure the velocity of water flowing through a pipe? I am planning to investigate the effect of bend curvature of a pipe on velocity of water. For this, I will need to find the velocity of water through various pipe bends. Would placing an object in the water such that the objects velocity can be measured and equated to the waters velocity do the trick? A: I assume you want to see the velocity profile and not just the average velocity? If so a common method (used for all the photos in Tritton) is to introduce a small particle/dye into the fluid. If you have see-through pipes you can quite easily caluclate the velcity of the particle/dye. You can then change the radius at whoch it gets introduced to see the velocity profile. In order to stop turbulance I would recommend a slow or viscous fluid (low reynolds number), do you know about dynamical similarity?
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Posts When Jenny Dankelman read an article on women in Africa who were abandoned by their communities, she was shocked. “As a complication from childbirth, they had become incontinent, and they did not have access to any kind of surgery,” she said, just like 2 billion people around the world. In fact, out of 7.5 billion people, only 2.5 billion have access to safe surgery, like we have here. “Breaking your leg could mean staying handicapped for the rest of your life.” Jenny Dankelman is Professor of Minimally Invasive Surgery and Intervention Techniques at TU Delft. She has been designing novel medical instruments since the 1990s, including training and simulation systems to teach doctors how to use them, and systems to optimize patient safety in operating theaters. While infectious diseases have decreased, each year 17 million people die as a result of unsafe surgery, the same number of people living in the Netherlands. “I had been working for 20 years with doctors, and I did not know this. Doctors go to developing countries to help, but where are the engineers coming up with the solutions for countries without operating rooms?” Dankelman suggests that breweries may help: they are everywhere in the world, have access to clean water, and work with educated staff. They also have access to distribution networks that can serve to transport equipment and medication. But Dankelman wants to go a step further and make keyhole operations available in developing countries too. She calls on engineers to come up with smart affordable devices that can deliver high-quality surgery around the world. “Let’s make safe surgery available for everyone,” she said. “There are currently gross disparities in access to safe, essential surgical care worldwide, and an alarming lack of global focus on widespread provision of quality surgical services,” says Jenny Dankelman, professor. “I was astonished that after developing surgical tools for years, I did not know about the size of this problem.” The emergence of minimally invasive surgery, also known as keyhole surgery, marked a revolution in the operating theater. Dankelman, Professor of Minimally Invasive Surgery and Intervention Techniques at TU Delft, was at the forefront of it. She has been designing novel medical instruments since the 1990s, including training and simulation systems to teach doctors how to use these, and systems to optimize patient safety in operating theaters. With such a background, it is not surprising that Dankelman’s favorite TED talk is on a medical subject. It is by Dr. Jill Taylor, a neuroanatomist, who describes her personal experience of a left hemisphere stroke. Dankelman first became interested in global access to surgery, when she read a few articles which medical journal The Lancet published last year on the subject. “Injuries alone cause 5.7 million deaths yearly, much more than the 3.8 million deaths caused by malaria, HIV/AIDS and tuberculosis taken together,” she explains. “It is estimated that 11{95388bbb2e9df0f2b3d26445fc24fe82185b1b567dbb094bc3a45074083d0a2b} of the global burden of disease can be treated with surgery. For example, in Africa, 85{95388bbb2e9df0f2b3d26445fc24fe82185b1b567dbb094bc3a45074083d0a2b} of pediatric patients have a surgically treatable disorder by the age of 15 years. Despite this, approximately five billion people do not have access to safe surgery, and two billion people still have no access to any form of surgery.” Dankelman has always believed in building bridges between the medical world and the world of technology. She is now calling on engineers and clinicians to jointly tackle the global problem of lack of access to surgical care and its safe delivery. “The world urgently needs affordable devices for safe and high-quality surgery care worldwide, as well as new methods to rapidly train medical staff. So far, there has been little effort from engineers in this field. Engineers and clinicians should now join hands and remedy the situation.” Want to hear Jenny Dankelman’s plea for better access to safe surgical care? Then buy your tickets now, join us on Friday 15 April 2016 and celebrate the universal genius.
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Drain (surgery) A surgical drain is a tube used to remove pus, blood or other fluids from a wound. They are commonly placed by surgeons or interventional radiologists. Use The routine use of drains for surgical procedures is diminishing as better radiological investigation and confidence in surgical technique have reduced their necessity. It is felt now that drains may hinder recovery by acting as an 'anchor' limiting mobility post surgery and the drain itself may allow infection into the wound. In certain situations their use is unavoidable. Drains may be hooked to wall suction, a portable suction device, or they may be left to drain naturally. Accurate recording of the volume of drainage as well as the contents is vital to ensure proper healing and monitor for excessive bleeding. Depending on the amount of drainage, a patient may have the drain in place one day to weeks. Drains will have protective dressings that will need to be changed daily/as needed. Complications Drains have a tendency to become occluded or clogged, resulting in retained fluid that can contribute to infection or other complications. Thus efforts must be made to maintain and assess patency when they are in use. Once a drain becomes clogged or occluded, it is usually removed, as it is no longer providing any benefit. Types of drains Surgical drains can be broadly classified into: Jackson-Pratt drain - consists of a perforated round or flat tube connected to a negative pressure collection device. The collection device is typically a bulb with a drainage port which can be opened to remove fluid or air. After compressing the bulb to remove fluid or air, negative pressure is created as the bulb returns to its normal shape. Blake drain - a round silicone tube with channels that carry fluid to a negative pressure collection device. Drainage is thought to be achieved by capillary action, allowing fluid to travel through the open grooves into a closed cross section, which contains the fluid and allows it to be suctioned through the tube. Penrose drain - a soft rubber tube Negative pressure wound therapy - Involves the use of enclosed foam and a suction device attached; this is one of the newer types of wound healing/drain devices which promotes faster tissue granulation, often used for large surgical/trauma/non-healing wounds. Redivac drain - a high negative pressure drain. Suction is applied through the drain to generate a vacuum and draw fluids into a bottle. Pigtail drain - has an exterior screw to release the internal "pigtail" before it can be removed Davol Chest tube - is a flexible plastic tube that is inserted through the chest wall and into the pleural space or mediastinum Wound manager See also Wound healing Incision and drainage Instruments used in general surgery References External links Category:Surgical instruments Category:Interventional radiology
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One conventional data transfer method adopts the IEEE1394 standard (IEEE: The Institute of Electrical and Electronics Engineers, Inc.). (Reference: IEEE Std 1394: 1995, High Performance Serial Bus.) In data transfer specified by the IEEE 1394 standard, there are two methods of communication. One is isochronous communication, which is suitable for transferring synchronous data such as digital video signals and digital audio signals. The other is asynchronous communication, which is suitable for transferring asynchronous data such as control signals. Both methods of communication are applicable on the IEEE 1394 bus network. Isochronous communication is what is called “Broadcast communication, and an isochronous packet output from one device coupled to the IEEE 1394 bus is receivable by all the other devices coupled to the same bus. On the other hand, asynchronous communication is applicable to both one-to-one communication and one-to-N broadcast communication. Each asynchronous packet output from one device coupled to the bus contains an identifier specifying the device(s) to which that packet is addressed. If this identifier specifies a particular device, only the device specified by the identifier receives the asynchronous packet. If the identifier specifies broadcast, all the devices coupled to the same bus receive the asynchronous packet. At present, the IEC (International Electrotechnical Commission) is preparing to stipulate the IEC1883 standard (hereafter referred to as AV protocol) for transferring digital audio signals and digital video signals or transmitting data between devices coupled to an IEEE 1394 bus, employing the data transfer method conforming to the IEEE 1394 standard. In the AV protocol, video and audio data is located in the isochronous packet as shown in FIG. 5 and transferred. The isochronous packet includes a CIP (Common Isochronous Packet) header. The CIP header carries information that includes the type of AV data, the identification number of the device which is sending the isochronous packet, and the like. FIG. 5 shows the format of the isochronous packet used in the AV protocol. The isochronous packet comprises an isochronous packet header 900, header CRC 901, isochronous payload 902, and data CRC 903. The isochronous packet header 900 contains a tag 907. The tag 907 shows that the isochronous packet conforms to the AV protocol when its value is 1. When the value of the tag 907 is 1, which means that the isochronous packet conforms to the AV protocol, the isochronous payload 902 has a CIP header 904 at its beginning. The CIP header 904 comprises a source ID 906 which identifies the device transmitting the isochronous packet. The CIP header 904 also comprises FMT 908 and FDF 909 which specify the type of actual data 905 in the isochronous payload 902. Digital AV data is contained in the actual data 905, but the actual data 905 is not always contained in the isochronous payload 902. Some packets may have an isochronous payload 902 which contains only the CIP header 904 without the actual data 905. There is a group of commands called the AV/C Command Set for controlling devices in accordance with the AV protocol (Reference: 1394 TRADE ASSOCIATION Specification for AV/C Digital Interface Command Set Version 1.0, Sep. 13, 1996). These commands and their responses are transferred by means of asynchronous communication. In the conventional data transfer method as described above, compatibility with conventional devices which are not designed for transferring an encrypted isochronous payload 902 cannot be secured when an encrypted isochronous packet, which contains the isochronous payload 902 which has been encrypted for copy protection, is sent. More specifically, conventional devices are designed with the precondition that the CIP header 904 is normally positioned at the beginning of the isochronous payload 902. Accordingly, if the isochronous payload 902 is encrypted, conventional devices cannot correctly read out the encrypted CIP header 904, and decide that the isochronous packet does not conform to the AV protocol. A device receiving encrypted isochronous packets thus may not operate properly. In other words, such receiving devices cannot determine the type of data contained in the actual data 905, resulting in an inability to identify the device transmitting the isochronous packet. In addition, asynchronous communication such as queries to the sending device are disabled. Accordingly, normal receiving operations cannot be carried out. Furthermore, if the isochronous packet output from the sending device is encrypted while the receiving device is receiving the data, some conventional devices may not be able to correctly read out the CIP header 904 as soon as encryption starts, resulting in inability to receive data properly. In order to send AV information encrypted for copy protection from the sending device and decrypt the encrypted AV data by the authorized receiving device, the sending device needs to give decrypting information to the authorized receiving device. In the conventional data transfer method, however, the sending device may be required to execute extremely complicated procedures in order to specify the receiving device. More specifically, each isochronous packet contains the source ID 906 which is the identifier of the sending device, but these packets do not contain information that identifies which device is authorized to receive these packets. The sending device thus cannot check which device is receiving the isochronous packets during transmission of the isochronous packets. In order to find which of the devices coupled to the IEEE 1394 bus is receiving the data, the sending device may require to query the data receiving status of every device coupled to the same bus. This makes the procedures for giving key information for decryption extremely complicated.
3.375
3
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Apoptosis, the process of active cell death, is a phenomenon important in the etiology and treatment of various diseases, including cancer. Existing cancer therapies kill tumor cells often by inducing apoptosis, and tumor cells that develop resistance to apoptosis can therefore be refractory to therapy. An understanding of the mechanisms of apoptosis is thus essential groundwork for the development of novel approaches to cancer therapy. Previous studies using cell-free systems and cultured cells have shown that the cytochrome c protein can play an important role in the activation of caspases (apoptotic proteases). However, evidence also shows that under some circumstances, caspases can be activated in a manner independent of cytochrome c. To test the hypothesis that cytochrome c is required for apoptosis in multiple tissues, the investigators will employ a genetic approach in mice. Homozygous null mutations of the somatic cytochrome c gene would be lethal, because this protein is required for mitochondrial respiration. However, they have identified mutant or variant forms of cytochrome c that exhibit no, or drastically reduced, pro-apoptotic activity in vitro, while retaining electron transport function. The investigators propose to generate mice in which the wild-type cytochrome c gene is replaced by one or more of these apoptosis-defective cytochrome c genes. If apoptosis in these mutant animals is disrupted in certain tissues, then this will confirm the hypothesis that cytochrome c is required for apoptosis in those tissues. However, if apoptosis proceeds normally, then it will be concluded that apoptosis pathways independent of cytochrome c predominate. These experiments will decide how important cytochrome c-mediated apoptotic pathways are in vivo and will help in the future design of pro-apoptotic therapy for cancer.
3.21875
3
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A weighing device such as a scale detects a product of mass and gravity as force when the direction of gravitational acceleration is a constant, and detects weight, based on the mass of a standard weight, while assuming the same gravity of the standard weight is applied to a weighing object. Therefore, for performing accurate weighing, horizontal leveling for gravity vector alignment is performed when the scale is installed. Generally, horizontal leveling of a scale is performed by a height adjustment of an adjustor foot (hereinafter, referred to as a foot piece) installed on a bottom surface of a lower case of a scale case 200 that is housing of a weight sensor. As shown in FIG. 11, the foot piece 100 is simply formed of a foot portion 300 that is in contact with an installation surface of the weighing device and has a male screw of its shaft. By rotating an operating portion 400 that extends radially from the shaft by fingers, the foot portion 300 is housed in or projected from a female screw formed on the case 200, and the height adjustment is performed (refer also to Patent Document 1).
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Geek Trivia: In what year is the current Gregorian leap year system expected to 'fail?' A recurring margin of error is building in the leap year system that suggests it will fail -- as in, the vernal equinox will be more than a day removed from March 21 -- at a particular date in the future. One of the more intriguing aspects of astronomy is that it teaches us a year is not actually a year. More specifically, a calendar year (365 days) is not equivalent to an astronomical year (roughly 365.25 days), which is why we must (triple word score alert) intercalate an additional day into the calendar every four years to make up the difference. Thus, for those of us who observe the modern Gregorian calendar, the quadrennial appearance of February 29 will go down in just six days. Except that, strictly speaking, February 29 isn't a quadrennial event. A Gregorian leap year is observed every four years except in century years. Thus, the year 1900 was not a leap year. However, every fourth century year is a leap year, so the year 2000 included a February 29. Why all the conditional intercalation? Because an astronomical year isn't precisely 365.25 days — it's closer to 365.2425 days, or 365 days, 5 hours, 49 minutes, and 12 seconds. The intercalated adjustments are made to ensure that the vernal equinox stays on or about March 21 of every year. Yet for all these allowances, the modern Gregorian calendar is still inaccurate, as the astronomical year isn't precisely 365.2425 days long. A recurring margin of error is building in the leap year system that suggests it will fail — as in, the vernal equinox will be more than a day removed from March 21 — at a particular date in the future. About Jay Garmon Jay Garmon has a vast and terrifying knowledge of all things obscure, obtuse, and irrelevant. One day, he hopes to write science fiction, but for now he'll settle for something stranger — amusing and abusing IT pros. Read his full profile. You can a... Full Bio Jay Garmon has a vast and terrifying knowledge of all things obscure, obtuse, and irrelevant. One day, he hopes to write science fiction, but for now he'll settle for something stranger — amusing and abusing IT pros. Read his full profile. You can also follow him on his personal blog.
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Adaptation and novelty: teleological explanations in evolutionary biology. Knives, birds' wings, and mountain slopes are used for certain purposes: cutting, flying, and climbing. A bird's wings have in common with knives that they have been 'designed' for the purpose they serve, which purpose accounts for their existence, whereas mountain slopes have come about by geological processes independently of their uses for climbing. A bird's wings differ from a knife in that they have not been designed or produced by any conscious agent; rather, the wings, like the slopes, are outcomes of natural processes without any intentional causation. Evolutionary biologists use teleological language and teleological explanations. I propose that this use is appropriate, because teleological explanations are hypotheses that can be subject to empirical testing. The distinctiveness of teleological hypotheses is that they account for the existence of a feature in terms of the function it serves; for example, wings have evolved and persist because flying is beneficial to birds by increasing their chances of surviving and reproducing. Features of organisms that are explained with teleological hypotheses include structures, such as wings; processes, such as development from egg to adult; and behaviours, such as nest building. A proximate explanation of these features is the function they serve; an ultimate explanation that they all share is their contribution to the reproductive fitness of the organisms. I distinguish several kinds of teleological explanations, such as natural and artificial, as well as bounded and unbounded, some of which but not others apply to biological explanations.
3.109375
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Due to the recent energy problems that have arisen, considerable interest has been given to converting the kinetic energy of fluid flows occurring in nature into electrical power, e.g., using wind flows in wind power generation systems (e.g., that are sometimes called wind energy conversion systems) and water current flows in kinetic hydropower generation systems. For example, wind energy conversion systems involve directing wind through a turbine that rotates an electrical generator, causing the electrical generator to produce electrical power, whereas kinetic hydropower generation systems typically involve submerging a turbine under water and directing flowing water current through the turbine, causing the turbine to rotate an electrical generator for producing electrical power. Such turbines are complex machines with several sub-machines that convert the kinetic energy of the moving fluid to electrical power. That is, these machines have a large number of moving parts that are subject to failure and that require considerable maintenance, resulting in high maintenance costs. In particular, the power generation depends on the length of the turbine blades, e.g., the longer each turbine blade, the higher the power generation. However, long blades are costly, can be subjected to defects and failure, take up a large amount of space, and generate excessive noise and vibration. Longer propellers increase not only the cost of material and installation, but also the cost of maintenance. As such, current wind energy conversion systems and kinetic hydropower generation systems typically suffer from low efficiency, high capital cost, unpredictable failures, excessively high noise and vibration, and/or high maintenance. Many of these turbines operate at relatively low rotational speeds (e.g., typically 20 rpm for wind turbines) and require gears to increase the rotational speed up to rotational speeds that are useful for the generator (e.g., typically 1500 rpm for a 1.5 MW generator). This involves high levels of torque and accompanying high gear-mesh forces that can cause the gears to fail, thus meaning considerable maintenance to reduce the amount of failures. Because of the low speed of the turbine, the various gearbox components are usually supported by rolling element bearings. These bearings are subject to significant radial loads that can cause the bearings to fail prematurely, thus meaning considerable maintenance to reduce the amount of failures. For the reasons stated above, and for other reasons stated below which will become apparent to those skilled in the art upon reading and understanding the present specification, there is a need in the art for alternatives to existing fluid power generation systems, such as wind energy conversion systems and kinetic hydropower generation systems.
3.28125
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Samples of algae that were exposed for almost a year and a half to the harsh conditions of space on the outside of the International Space Station, returned to Earth still alive. Their survival raises hopes for finding life on Mars, may provide food and oxygen for Mars explorers, and could reopen a debate about how life may have come to Earth. The samples were flown on an international European large scale project called Biology and Mars Experiment (BIOMEX), which is designed to study how living organisms can survive the rigours of space, and the hostile surface of Mars. Samples of green algae from Svalbard, a Norwegian archipelago, and a blue-green algae from Antarctica, were placed in trays that were mounted on the outside of the international space station, where they were exposed to extreme heat and cold, radiation from the sun, and vacuum. The algae were chosen because they are well known for their ability to survive extreme cold and dryness in the polar regions of the Earth. Since the samples were returned from space last July, scientists such as Jean-Pierre Paul de Vera at the German Aerospace Centre in Köln along with international partners, have been amazed at how well the tough little organisms survived in conditions that would kill a human in a matter of seconds. They are now looking for any changes that might have been made to their DNA because of the exposure. Life in space The fact that these living organisms survived exposure to empty space increases the chances that similar life forms could survive harsh conditions found at the surface of Mars, where temperatures are very low, and the thin carbon dioxide atmosphere provides almost no protection from deadly ultraviolet radiation from the sun. While the robotic explorers that have landed on the red planet have yet to find any signs of life, it could be hiding under rocks or in caves. And if not Mars, there are the ice moons of the giant planets, such as Europa and Enceladus, that might harbour this type of life. Even if there is no native life on Mars, these algae could help future Mars colonists by providing breathable air and food. Various specimens of green-alga strain grew new populations after gliding in low-Earth orbit for 450 days on the outside of the ISS. Only one specimen did not survive its space flight. (Thomas Leya/Fraunhofer IZI-BB) Algae are just very tiny plants that take in carbon dioxide and release oxygen as they grow, an important function in a closed environment system like a Mars Colony. And if grown in large enough quantities, algae can be eaten, (but might need a little teriyaki sauce) or at least used as a food supplement. The journey through space these algae took on the outside of the space station, supports the idea of Panspermia a belief that life forms spread around the universe by hitching rides on comets, asteroids and meteorites. The concept goes back to the ancient Greeks and has been supported by well-known scientists including Stephen Hawking. If a planet that already had life on it was struck by an asteroid, some bits from the blast would be thrown out into space where they could eventually run into another planet. Microbes surviving the journey would then act as seeds to colonize the second planet. Several meteorites from Mars have been found on Earth, including one, ALH84001 that stunned the world in 1996 with what appeared to be the remains of a nanobacteria. Not everyone agrees with that assessment, so the jury is still out on that one. Life travelling through space raises an interesting idea held by some believers of Panspermia; that the Earth was seeded with life from other worlds and in fact, we could all be Martians. It will take the discovery of life on Mars and a comparison of their DNA to ours to prove that, but in the meantime, this experiment raises the hope that life could be found hiding in bits of space debris, drifting among the stars like snowflakes waiting to rain down on habitable worlds. It's an elegant idea with no proof yet, which is why we must keep searching for life in every imaginable niche.
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Human Loyalty and Community At the core of human society is an attempt to create and establish a sense of normalcy based upon loyalty in the sense of belonging to society. This begins early in life and is created through the sense of belonging by being special and unique by having a family. The fact is that having a family is simply common and it is not unique or special. This is used by society to maintain the status quo of those in power. They play on the fears of human beings create the need to belong in a sense that if one does not belong there is something wrong with them. Without this attitude many games or systems in society would perish. This technique of loyalty and belonging plays on the lack of the sense of self and the need to feel whole of each person. Society sets the standard that feeling whole is done through acquiring a sense of belonging to and with other human beings. If this program is maintained there is a very subtle dependency created that assures society of its control of individual human beings. Those human beings who do not succumb to this programming are seen as outcasts, weirdos or strange people. From this sense of loyalty the idea of community is corrupted. The idea of community is based on fear and lack not only sharing of abundant resources both physical and emotional.
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COLLEGE PARK, Md. (WJZ) — When a team headed by a University of Maryland scientist punched a hole in a comet, they had everything but a clear view. Five years later, that may be about to change. Alex DeMetrick reports it’s a first of its kind second look. When it comes to comets, University of Maryland professor Michael A’Hearn wanted to hit one before one hits us. After all, a space rock the size of a football field could ruin your day. “If it landed in Maryland, it would destroy the whole state,” A’Hearn said. So five years ago, NASA’s deep impact mission slammed hundreds of pounds of weight into Comet Temple One to better understand its structure and strength. “There was so much dust flying out that they weren’t able to see the crater produced by the impact,” said Dr. Hal Weaver, JHU Applied Physics Lab. But a second probe, Stardust, could change all that. It turned up in the neighborhood of Temple One after completing its own mission, getting as close as 120 miles. “This is the first time we’ve actually gone back to the same object a second time,” Weaver said. The rendezvous was not unlike reading a road sign at 24,000 miles an hour. Maybe allowing a good look inside that crater, as well as the wear and tear of hurtling through space. Computer modeling shows what happens when a small comet or asteroid airbursts as one did in 1904 in Siberia. “They probably happen every 200 years,” A’Hearn said. Meaning the clock is running and knowledge about what’s headed in might help head it off. The Stardust spacecraft that took Tuesday’s pictures had crossed paths earlier with another comet. It collected dust from that encounter and sent it back to earth for analysis.
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except Definitions from The American Heritage® Dictionary of the English Language, 4th Edition prep. With the exclusion of; other than; but: everyone except me. conj. If it were not for the fact that; only. Often used with that: I would buy the suit, except that it costs too much. conj. Otherwise than: They didn't open their mouths except to complain. conj. Unless: "And ne'er throughout the year to church thou go'st/Except it be to pray against thy foes” ( Shakespeare). transitive v. To leave out; exclude: An admission fee is charged, but children are excepted. intransitive v. To object: Counsel excepted to the court's ruling. idiom except for Were it not for: I would join you except for my cold. from Wiktionary, Creative Commons Attribution/Share-Alike License v. To exclude; to specify as being an exception. v. To take exception, to object (to or against). prep. With the exception of; but. conj. With the exception (that); used to introduce a clause, phrase or adverb forming an exception or qualification to something previously stated. conj. Unless; used to introduce a hypothetical case in which an exception may exist. from the GNU version of the Collaborative International Dictionary of English conj. Unless; if it be not so that. prep. With exclusion of; leaving or left out; excepting. intransitive v. To take exception; to object; -- usually followed by to, sometimes by against. transitive v. To take or leave out (anything) from a number or a whole as not belonging to it; to exclude; to omit. transitive v. To object to; to protest against. from The Century Dictionary and Cyclopedia To take or leave out of consideration; exclude from a statement or category, as one or more of a number, or some particular or detail; omit or withhold: as, to except a few from a general condemnation. To object; take exception: now usually followed by to, but formerly sometimes by against: as, to except to a witness or to his testimony. Being excepted or left out; with the exception of; excepting: usually equivalent to but, but more emphatic. Etymologies (American Heritage® Dictionary of the English Language, Fourth Edition) From Latin exceptus. (Wiktionary) Examples True it is, that one can scarcely call _that_ education which teaches woman everything except herself, -- _except_ the things that relate to her own peculiar womanly destiny, and, on plea of the holiness of ignorance, sends her without one word of just counsel into the temptations of life. What we were too dumb to realize was that the guys in Def Leppard hated the term “heavy metal,” and any member of the band would have given his right arm to avoid the label except for Rick Alien, I suppose.
3.328125
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Quick Tip: How JavaScript References Work TL;DR: There are NO pointers in JavaScript and references work differently from what we would normally see in most other popular programming languages. In JavaScript, it’s just NOT possible to have a reference from one variable to another variable. And, only compound values (e.g.. Object or Array) can be assigned by reference. primitive – a direct value, as opposed to a reference to something that contains the real value. JavaScript’s scalar types are primitives, but some languages, such as Ruby, have scalar reference types. Note that in JavaScript, the scalar primitive values are immutable while compound values are mutable. Bottom Line: The typeof value assigned to a variable decides whether the value is stored with assign-by-value or assign-by-reference. The references in JavaScript only point at contained values and NOT at other variables, or references. In JavaScript, scalar primitive values are immutable and compound values are mutable. Quick Example of Assign-by-Value: In the code snippet below, we are assigning a scalar primitive value (a number) to a variable and thus assign-by-value applies here. Firstly, the variable batman is initialized and when the variable superman is assigned with the value stored in batman, it creates a new copy of the value and stores it. When the variable superman is modified, batman is left unaffected, as they point to distinct values. Quick Example of Assign-by-Reference: In the code snippet below, we are assigning a compound value (an array) to a variable and thus assign-by-reference applies here. The variables flash and quicksilver are references to the same value (aka shared value). The references will point to the updated value when the shared value is modified . How to Create a New Reference When the compound value in a variable is reassigned, a new reference is created. In JavaScript, unlike in most other popular programming languages, the references are pointers to values stored in variables and NOT pointers to other variables, or references. How References Work When Values Are Passed as Function Parameters In the code snippet below, the variable magneto is a compound value (an Array), thus it is assigned to variable (function argument) x as a reference. The Array.prototype.push method invoked inside the IIFE mutates the value in the variable magneto via a JavaScript reference. But, the reassignment of variable x creates a new reference and further modifications to it do NOT affect the reference to the variable magneto. How to Change the Original Value in a Compound Variable, Passed as a Function Argument via a JavaScript Reference The solution here would be to modify the existing compound value that the reference is pointing to. In the code snippet below, variable wolverine is a compound value (an Array) and, on IIFE invocation, the variable (function argument) x is assigned by reference. The Array.prototype.length property can be used to create an empty array by setting its value to 0. Thus, the variable wolverine is changed to the new value set in variable x via a JavaScript reference. How to Store a Compound Value through Assign-by-Value The solution here would be to make a manual copy of the compound value and then assign the copied value to a variable. Therefore, the reference of assigned value does NOT point back to the original value. The recommended approach to create a (shallow) copy of the compound value (Array object) is to invoke Array.prototype.slice method on it with no arguments passed. How to Store a Scalar Primitive Value Through Assign-by-Reference? The solution here would be to wrap scalar primitive value in a compound value (i.e. an Object or Array) as its property value. Thus, it can be assigned-by-reference. In the code snippet below, scalar primitive value in variable speed is set as a property on object flash. Therefore, it is assigned-by-reference on IIFE invocation to variable (function argument) x.
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Haystack Observatory Haystack Observatory is an astronomical observatory owned by Massachusetts Institute of Technology (MIT). It is located in Westford, Massachusetts (US), approximately northwest of Boston. Haystack was initially built by MIT's Lincoln Laboratory for the United States Air Force and was known as Haystack Microwave Research Facility. Construction began in 1960, and the antenna began operating in 1964. In 1970 the facility was transferred to MIT, which then formed the Northeast Radio Observatory Corporation (NEROC) with a number of other universities to operate the site as the Haystack Observatory. , a total of nine institutions participated in NEROC. The Haystack Observatory site is also the location of the Millstone Hill Observatory, an atmospheric sciences research center. Lincoln Laboratory continues to use the site, which it calls the Lincoln Space Surveillance Complex (LSSC). The George R. Wallace Astrophysical Observatory of MIT's Department of Earth, Atmospheric, and Planetary Sciences is located south of the Haystack dome and east of the Westford dome. The Amateur Telescope Makers of Boston has its clubhouse on the MIT property. Haystack Vallis on Mercury is named after this observatory. Telescopes and radars Haystack Radio Telescope The Haystack Radio Telescope is a parabolic antenna protected by a metal-frame radome. It is known as the Haystack Long-Range Imaging Radar (LRIR) or Haystack Ultrawideband Satellite Imaging Radar (HUSIR) when used for the LSSC. It was constructed for use in space tracking and communication, but now is used primarily for astronomy. It was completed in 1964 and originally observed at 8 GHz on the radio spectrum. Since then it has been upgraded to listen to other frequency bands, though not simultaneously. When used for radar it broadcasts and listens in bands at either 10 GHz or 95 GHz. The main dish was upgraded in 2006, which allowed operation at frequencies up to 150 GHz. The secondary reflector of the Cassegrain design features an active surface. Haystack Radar operations The Long-Range Imaging Radar (LRIR) system was originally designed to function as an X-band long-range imaging radar. In wideband mode, LRIR runs at 10 GHz with a 1.024 GHz bandwidth. The system was capable of sensitivity of 25 cm resolution, allowing for tracking and imaging satellites out to geostationary orbit distances, as well as deep space objects out to range. The radar was upgraded with a completely new antenna capable of dual-band operations, called Haystack Ultrawideband Satellite Imaging Radar (HUSIR). The system is capable of simultaneous operations in X band and W-band, which allows it to better determine the size, shape, orientation, and motion of orbiting objects. The HUSIR design allows for tracking object with 0.5 millidegree accuracy. The W-band operates between 92 and 100 GHz, with a bandwidth of 8 GHz. The system contributes data to the United States Space Surveillance Network (SSN). Haystack Auxiliary Radar The Haystack Auxiliary Radar (HAX) is Ku-band system with a dish antenna. It was constructed in 1993 to augment the LSSC imaging and data collections space debris. It contributes data to the SSN. Westford Radio Telescope The Westford Radio Telescope was built in 1961 by Lincoln Laboratory for Project West Ford as an X-band radar antenna. It is located approximately south of the Haystack telescope along the same access road. The antenna is housed in a radome and has an elevation-azimuth mount. Since 1981, it has been used primarily for geodetic very long baseline interferometry (VLBI). By measuring the location of astronomical radio sources very accurately, geodetic VLBI techniques can be used to measure things such as changes in the axial tilt of the Earth. Former telescopes The Deuterium Array was a 25-element radio telescope array optimized to observe at 327 MHz, which is one of the emission lines of deuterium. Each element, or station, was itself a 25-element array of dipoles. The array operated from 2004 to 2006. Millstone Hill Observatory Millstone Hill Observatory is a Massachusetts Institute of Technology atmospheric sciences research centre in Westford, Massachusetts. It is part of Haystack Observatory, which focuses primarily on radio astronomy. Millstone Hill is the location for two of the most well-known incoherent scatter radars in the world. These include a fully steerable 46-meter antenna called Millstone Hill Steerable Antenna (MISA), and a 67-meter fixed-zenith antenna. These radars are capable of measuring a vast array of ionospheric components, including temperature, ion concentrations and solar wind data. Data from Millstone Hill is publicly available on the MADRIGAL database, an upper atmosphere data system managed by MIT Haystack. Millstone Hill Steerable Antenna The Millstone Hill Steerable Antenna (MISA) is a fully steerable UHF antenna. Built in 1963, the system was initially installed at the Sagamore Hill Air Force facility in Hamilton, Massachusetts, relocated in Millstone Hill in 1978. It is primarily used as a space surveillance system using incoherent scatter radar techniques. Zenith Antenna The Zenith antenna was constructed in 1963 to use with the UHF transmitter. The radar system has been previously connected to another steerable 84-foot antenna. When the steerable antenna that was converted to L-band, the Zenith system was dedicated exclusively to incoherent scatter observations. Directors Paul B. Sebring was the Haystack Observatory's director from 1970 to 1980. From 1980 to 1983 John V. Evans was the director. Joseph E. Salah was the director from 1983 to 2006, Alan R. Whitney was the interim director from 2006 to 2008, and Colin J. Lonsdale became the director on 1 September 2008. See also Sagamore Hill Radio Observatory List of astronomical observatories Knowing (film) Project West Ford Exhibits The Sun Drawing Exhibit The Sun Drawing art exhibit at the Haystack Observatory was conceived and developed as part of the Global Sun Drawing Project by visual artist Janet Saad-Cook. "Sun Drawings" are projected images created by reflecting sunlight from a variety of materials that are strategically positioned to relate to their specific location on earth. The reflections change shape and color in relation to the position of the sun, creating a four-dimensional artwork of varying reflections throughout the day and year. Similar installations for the Global Sun Drawing Project have been planned at other astronomically significant locations worldwide, including an exhibit at the Karl G. Jansky Very Large Array in New Mexico. References External links MIT Haystack Observatory MIT Haystack Observatory: Atmospheric Sciences Millstone Hill Observatory Lincoln Laboratory International VLBI Service for Geodesy and Astrometry Category:Astronomical observatories in Massachusetts Category:Massachusetts Institute of Technology Category:Buildings and structures in Westford, Massachusetts Category:Radio telescopes Category:Radar networks Category:United States Space Surveillance Network
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The Lord Lieutenant of Ireland (also known as the Viceroy or in the Middle Ages as the Lord Deputy) was the head of England's (pre-1707) or Britain's (post 1707) administration in Ireland. The office was originally the central focus of English/British administration in Ireland under the Lordship of Ireland (1171-1541), the Kingdom of Ireland (1541-1800) and the United Kingdom of Great Britain and Ireland (1801-1922). As the name suggests, the holder was in effect the King's representative; the word viceroy comes from the french vice roi or deputy king. Though earlier Lords Deputy had been Irish noblemen, from the Middle Ages, with the very odd exception, only English or British noblemen were appointed to the office. The official residence of the Lord Lieutenant was the Viceregal Apartments in Dublin Castle. However from the late eighteenth century, the Lord Lieutenant lived for much of the year in the Viceregal Lodge (now Áras an Uachtaráin, the Irish presidential palace), a more private residence located in the Phoenix Park in Dublin. In later years, Lords Lieutenant only lived in the Castle during the 'Social Season' (early January to St. Patrick's Day (March 17), during which time they held social events; balls, drawing rooms, etc. Other summer or alternative residences used by Lord Lieutenant or Lords Deputy included Abbeyville in Kinsealy (now the home of former taoiseach Charles Haughey) and a Chapelizod House, in which the Lord Lieutenant lived while Dublin Castle was being rebuilt following a fire but which he left due to the building being haunted. Lords Lieutenant and earlier Lords Deputy sometimes also owned property in Ireland, in which they lived rather than in state residences. The Geraldine Lords Deputy, Gearoid Mór Fitzgerald[?] and Gearoid Óg Fitzgerald[?] being native Irish both lived in, among other locations, their castle in Maynooth[?], Co. Kildare. The Earl of Essex owned Durhamstown Castle[?] near Navan[?] in County Meath, a short distance from the residence of the Lord Bishop of Meath at Ardbraccan. The Lord Lieutenant's government was not in any real way responsible to the Irish Parliament, prior to parliament's abolition thanks to the Act of Union passed in 1800. Nevertheless, he did hold a formal State Opening of Parliament[?], delivering his speech outlining his government policy programme from the throne on the dias in the Irish House of Lords[?]. By the mid 19th century, the Lord Lieutenant's role changed substantially. Though still the official representative of the sovereign, the day to day role of governing fell to the Chief Secretary for Ireland[?], who was in effect the prime minister of the British administration in Ireland. Many nineteenth century Lords Lieutenant were not even nominally members of the British Cabinet, while the supposedly more junior Chief Secretary usually was. The office of Lord Lieutenant, like the English and British government in Ireland was generally unpopular with Irish nationalists, though it was supported with varying degrees of enthusiasm by the Irish unionist community. Some Lords Lieutenants did earn a measure of popularity in a personal capacity among nationalists. From the early nineteenth century, calls were made frequently for the abolition of the office and its replacement by a Secretary of State for Ireland. Though on one occasion, a Bill was even introduced by one government to make this change, the office survived right down until the end of British rule in Ireland. Irish nationalists throughout the nineteenth and early twentieth centuries campaigned for a form of Irish self-government. Daniel O'Connell sought Repeal[?] of the Act of Union, with the re-establishment of a Kingdom of Ireland, while later nationalists like Charles Stewart Parnell sought a more moderate form of home rule[?]within the United Kingdom of Great Britain and Ireland. Both made clear however, that the office of Lord Lieutenant could not survive in a restructured system of Irish government. The last of the four Home Rule bills, the Government of Ireland Act, 1920, did provide for the continuation of the office. The Act divided Ireland into two states, Northern Ireland and Southern Ireland. Two institutions were meant to join the two states; a Council of Ireland[?] (which was hoped would evolve into a working all-Ireland parliament) and the Lord Lieutenant who would be the nominal chief executive of both regimes, appointing both prime ministers and dissolving both parliaments. In fact only Northern Ireland functioned as a state, with Southern Ireland being replaced by the Irish Free State. The powers meant to have been possessed by the Lord Lieutenant were delegated by amendment to a new Governor of Northern Ireland[?], while the role of representative of the Crown in the Free State went to a new southern Governor-General. The Lord Lieutenantship as a result was abolished. Lord Fitzalan was the last holder, with the office abolished in December1922. By tradition the coat of arms of each Lord Lieutenant was displayed somewhere in the Chapel Royal in Dublin Castle; some were incorporated into stained glass windows, some carved into seating, etc. Dubliners noted that the last available space was taken by the last Lord Lieutenant, Viscount Fitzalan. Fitzalan was the first Roman Catholic appointed as a representative of the Crown since the Glorious Revolution that brought William and Mary to power in 1688.
3.0625
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Hold a candle Household items Other phrases about: What's the meaning of the phrase 'Hold a candle'? The expression 'can't hold a candle to' refers to someone who compares badly to an known authority - to be unfit even to hold a subordinate position. What's the origin of the phrase 'Hold a candle'? Apprentices used to be expected to hold the candle so that more experienced workmen were able to see what they were doing. Someone unable even to do that would be of low status indeed. Sir Edward Dering used a similar phrase 'to hold the candle' in his The fower cardinal-vertues of a Carmelite fryar, 1641: "Though I be not worthy to hold the candle to Aristotle." 'To hold a candle' is first recorded in 1883 in William Norris's No New Thing:
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Q: How can I turn "'\n'" (String) into '\n' (char) in java Its a simple question, I have a String like this: String s = "'\n'"; I want to turn that into a character like this: char c = '\n'; What can I do? A: There are three characters, first is ', second is \n and third is '. You can get the second one using .charAt(1) since it is zero based indexing: String s = "'\n'"; char ch = s.charAt(1);
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The field of the invention relates to windmills having counterbalancing mechanisms for allowing effective operation under minimal wind velocities. Windmills have for many years been used for pumping water to supply the needs of rural residents, farmers and communities where surface water is not readily accessible. Their advantages are their simplicity in construction and economical operation. The disadvantages of commercially available windmills have been their unreliability (due to dependence on a considerable gust of wind to start vane rotation) and the limited depth from which they could pump. The latter problem is particularly serious in areas where the water table is deep or has dropped considerably over a period of years. For these reasons, many users have turned to diesel, gas or electrically powered pumps to provide water for domestic and livestock consumption or irrigation. In addition to the relatively high initial expenditures for pumps of this type, their cost of operation has increased dramatically over the past few years due to rising energy costs. They are also infeasible in parts of the world where power is unavailable and where the technical expertise for maintaining or operating the pumps is absent. Attempts have been made to provide a windmill which will be actuated without the need of a sizable gust of wind. U.S. Pat. No. 3,782,222 is an example of a windmill having a counterbalancing system. Other pumping devices, such as disclosed in U.S. Pat. Nos. 1,019,142 and 1,632,322 have also employed counterweights in various manners.
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The desire of Disability Living is to host conversations that benefit the entire disability community of Canada. By commenting on posts and sharing articles with others, you are encouraging people with disabilities everywhere. Cancer: Canada’s Leading Cause of Death February 7, 2012 Cancer is Canada’s leading cause of death. Last year, it was predicted that cancer would claim the life of 75,000 Canadians. Cancer is such a prominent disease and is so represented by the media that many people fail to truly understand what cancer is, what causes it, and why people develop it. We have to ask ourselves the question, “Do we really understand what cancer is?” What exactly is cancer? Cancer is a disease that originates in the body’s cells. The National Cancer Institute defines cancer as, “A disease in which abnormal cells divide without control and are able to invade other tissues.” In a normal, healthy cell, there are certain ‘commands’ that the cell abides by. “Genes inside each cell order it to grow, work, reproduce and die.” In a cancerous cell, these ‘commands’ are confused and the cells can begin to form tumors. A tumor can be either malignant, a term meaning ‘cancerous’, or benign, a term meaning ‘non-cancerous’. A benign tumor is not typically fatal and does not usually spread throughout the body. How does cancer spread? “Malignant tumor cells are able to invade nearby tissues and spread to other parts of the body.” Cancer spreads throughout the body via the blood or lymphatic system. What causes cancer? One explanation as to what causes cancer is that a person’s DNA can become damaged, causing the rebellion of the cell to the normal ‘chain of commands’ the body sends it. What happens if a person’s DNA is changed or damaged? It may “produce mutations that affect normal cell growth and division”. This can cause cells to continue to live after they should have died. This can cause more cells than the body actually needs. It is the excessive cells that can form a tumor. Why are there different types of cancer? It seems like there are so many different types of cancer. There are, in fact, in excess of 100 variations of cancer. In the media as well as the medical world we hear of breast, prostate, colon, and numerous other types of cancer. The explanation for this is that cancer is named after the body part which it originates from. For example, if cancer starts in a person’s breast, it will be referred to as breast cancer, even though it may spread to other body parts. Now that we understand what cancer is, we can turn our faces toward hope, solutions, and the prevention of cancer. Please see our postings this week to learn more about preventing cancer and a new preventative cancer treatment. *Please note: All research for this article is compiled from direct and third party sources. Mention of programs, organizations and companies does not imply support of The National Benefit Authority. Pictures are for creative purposes only; they are not intended to sell or promote products for the NBA and belong to the accredited individual, organization or company. Let’s Talk About It Do you feel you have a relatively good understanding of what cancer is? Do you think it is important to understand what cancer is? Do you feel that cancer represented by the media is properly explained to youths? Do you think it is important for youths to understand cancer?
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The Inner Product The inner product (or ``dot product'', or ``scalar product'') is an operation on two vectors which produces a scalar. Defining an inner product for a Banach space specializes it to a Hilbert space (or ``inner product space''). There are many examples of Hilbert spaces, but we will only need for this book (complex length vectors, and complex scalars). It is straightforward to show that properties 1 and 3 of a norm hold (see §5.8.2). Property 2 follows easily from the Schwarz Inequality which is derived in the following subsection. Alternatively, we can simply observe that the inner product induces the well known norm on . Cauchy-Schwarz Inequality The Cauchy-Schwarz Inequality (or ``Schwarz Inequality'') states that for all and , we have We can quickly show this for real vectors , , as follows: If either or is zero, the inequality holds (as equality). Assuming both are nonzero, let's scale them to unit-length by defining the normalized vectors , , which are unit-length vectors lying on the ``unit ball'' in (a hypersphere of radius ). We have which implies or, removing the normalization, The same derivation holds if is replaced by yielding The last two equations imply In the complex case, let , and define . Then is real and equal to . By the same derivation as above, The triangle inequality states that the length of any side of a triangle is less than or equal to the sum of the lengths of the other two sides, with equality occurring only when the triangle degenerates to a line. In , this becomes Vector Cosine In the case of real vectors , we can always find a real number which satisfies We thus interpret as the angle between two vectors in . Orthogonality The vectors (signals) and 5.11are said to be orthogonal if , denoted . That is to say Note that if and are real and orthogonal, the cosine of the angle between them is zero. In plane geometry (), the angle between two perpendicular lines is , and , as expected. More generally, orthogonality corresponds to the fact that two vectors in -space intersect at a right angle and are thus perpendicular geometrically. Note that the converse is not true in . That is, does not imply in . For a counterexample, consider , , in which case while . For real vectors , the Pythagorean theorem Eq.(5.1) holds if and only if the vectors are orthogonal. To see this, note that, from Eq.(5.2), when the Pythagorean theorem holds, either or is zero, or is zero or purely imaginary, by property 1 of norms (see §5.8.2). If the inner product cannot be imaginary, it must be zero. Note that we also have an alternate version of the Pythagorean theorem: Projection The orthogonal projection (or simply ``projection'') of onto is defined by The complex scalar is called the coefficient of projection. When projecting onto a unit length vector , the coefficient of projection is simply the inner product of with . Motivation: The basic idea of orthogonal projection of onto is to ``drop a perpendicular'' from onto to define a new vector along which we call the ``projection'' of onto . This is illustrated for in Fig.5.9 for and , in which case Figure: Projection of onto in 2D space. Derivation: (1) Since any projection onto must lie along the line collinear with , write the projection as . (2) Since by definition the projection error is orthogonal to , we must have
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Wang Dingchang/Xinhua Press/Corbis China's rise to become the world's largest power producer and source of carbon emissions through burning coal is well recognized. But the nation's renewable-energy systems are expanding even faster than its fossil-fuel and nuclear power. China leads the world in the production and use of wind turbines, solar-photovoltaic cells and smart-grid technologies, generating almost as much water, wind and solar energy as all of France and Germany's power plants combined1. Production of solar cells in China has expanded 100-fold since 2005. As the scale of Chinese manufacturing has grown, the costs of renewable-energy devices have plummeted2. Innovation has played a part3. But the main driver of cost reduction has been market expansion. Germany and South Korea are following similar paths. In short: industrialization can go hand in hand with decarbonization. Too many countries have yet to take notice. The United States and European Union are pursuing counterproductive policies, such as increasing trade tariffs on imported Chinese photovoltaic panels. Restricting global trade in renewable devices will only slow the rate at which costs decrease and will decelerate the world's retreat from fossil fuels. As a result, uptake of renewable energies globally has been too sluggish to seriously reduce greenhouse gases and tackle climate change. For 15 years, countries have failed to deliver their carbon-reduction commitments under the Kyoto Protocol, hindered by the vested interests of the fossil-fuel industry and fears that the alternatives are costly. LISTEN John Mathews on China’s trend for renewable energy You may need a more recent browser or to install the latest version of the Adobe Flash Plugin. The narrative around renewable energies needs to change. As in China, renewables must be seen as a source of energy security, not just of reduced carbon emissions. Today's discussions about energy security focus almost exclusively on maintaining access to fossil fuels. But unlike oil, coal and gas, the supplies of which are limited and subject to geopolitical tensions, renewable-energy devices can be built anywhere and implemented wherever there is sufficient water, wind and sun. Green growth As the scale of manufacture and use of renewables rises, market forces will make them more accessible, affordable and efficient. Energy policies should therefore focus on promoting manufacturing, trade and competition in low-carbon technologies, rather than supporting ever more expensive, dangerous and inaccessible fossil fuels. Emissions reductions will follow. China generates more than 5 trillion kilowatt-hours (kWh) of electricity, about 1 trillion kWh more than the United States. China's rapid economic expansion since it joined the World Trade Organization (WTO) in 2001 has been based on fossil fuels: it consumes around 23% of the world's coal production for electricity. But fossil fuels alone cannot power the industrial growth the country needs to keep up with the West. Since the mid-2000s, China has also pursued a low-carbon energy strategy. Investment in hydroelectric, wind, solar and nuclear-power generating facilities increased by 40% between 2008 and 2012 — from 138 billion renminbi (US$22 billion) to about 200 billion renminbi. The share of investment in fossil-fuel power facilities in China, meanwhile, fell from around 50% to 25% over the same period. Source: EIA/China Electricity Council As a result, China's wind-power capacity has increased fivefold in the past four years (see 'Wind speed'). And in 2013, the generating capacity from new water, wind and solar sources exceeded4 that of new fossil-fuel and nuclear facilities for the first time (see 'Renewables powerhouse'). Zero-carbon sources now contribute 9.6% of the energy used in China, up from 5.6% in 2000. This is a considerable achievement. In 2013, China also hit its target — two years early — to generate almost 30% of electricity from renewables. The Chinese government aims for renewables capacity to reach 550 gigawatts (GW) by 2017, or 48% above the 2013 level. No other country is investing so much money or generating so much renewable energy. Economies of scale China is upgrading its power grid to accommodate power fluctuations and distributed generation for intermittent sources. In one demonstration project, the State Grid Corporation of China (SGCC) is investing 9.4 billion renminbi to integrate wind and solar-photovoltaic generation and storage devices into the main grid. The SGCC is helping to set international product standards for smart-grid elements that will underpin the export of these technologies to countries such as Brazil. How has China's energy security improved? China became a net importer of oil in 1993, of natural gas in 2007, and of coal in 2011. Hitting its 2017 wind, water and solar power targets, we calculate, would translate into a saving of 45% on current imports of oil, coal and natural gas. There are two keys to China's success in renewables. Focused policies drive investment in selected sectors and encourage domestic take-up by measures such as feed-in tariffs. And industrial dynamics, including economies of scale and efficiencies gained through learning, drive down unit costs as the global market expands. Source: Renewables 2014 Global Status Report Renewable-energy generation requires the manufacture of many components, such as wind turbines, solar-photovoltaic cells, mirrors, lenses, batteries and energy-storage systems. From 2010 to 2013, while total global photovoltaic installation more than tripled from 40 GW to 140 GW, China's installation expanded 22-fold, from 0.8 GW to 18 GW. Supplying the international market, as well as the domestic one, has helped to drive down costs of photovoltaic panels by 80% since 2008. Solar-power users around the world have benefited from lower prices. A few other countries are following a similar strategy. South Korea, for example, is committed to 'green growth' — expanding its smart grid and focusing its production on emerging clean sectors such as zero-emission vehicles. And Germany has been expanding its manufacture and use of solar and wind power (under its Energiewende energy-transition programme) since the early 2000s, with the aim of replacing its nuclear power with renewables. The same principle of industrial-scale production established US supremacy in the automotive industry a century ago. Between 1909 and 1916, Henry Ford reduced the cost of his Ford Model T by 62%, from $950 to $360. Each year, sales doubled — from fewer than 6,000 in 1908 to more than 800,000 in 1917. Yet US energy policy emphasizes exploiting domestic coal seam gas and shale oil, through innovations such as hydraulic fracture (fracking) and horizontal drilling. The problems of diminishing returns and environmental costs of fossil fuels remain5. The United Kingdom, too, is inclined to build up its supplies of coal seam gas by fracking, and to expand its fleet of nuclear reactors, a portfolio approach that will leave the country importing others' technology. Changing the conversation Reframing the emissions debate in terms of energy security has profound implications for international negotiations under the terms of the United Nations Framework Convention on Climate Change. In December, national representatives will gather in Lima for the preparatory meeting to the Paris conference in 2015. Their agenda remains negotiating voluntary national carbon-emissions reductions, rather than promoting renewable-energy industries, as the fastest route to decarbonization. But governments that build strong renewables sectors can achieve those emissions reductions while enhancing their energy security and building their manufacturing industries. Another advantage of the market-oriented approach is that renewables are not burdened with the task of resolving the entire climate-change problem. Few countries will be able to rely on water, wind and solar power alone, and some fossil fuels will continue to be used. “No other country is investing so much or generating so much renewable energy.” Our critics will counter that technology-based solutions raise concerns over the availability of industrial materials and land for building solar and wind devices and farms. But our calculations suggest6 that a global renewables push for an extra 10 terawatts of power-generation capacity could be achieved on current industrial scales over the next 20 years, by which time the world energy system would be well on the way to total conversion. Producing the extra 10 terawatts from renewables needed to transform global electric power would require more than 5 million square kilometres (about twice the size of Kazakhstan) filled with around 3 million wind turbines, 14,000 concentrated solar-power installations and 12,500 solar-photovoltaic farms. These technologies could perhaps be accommodated in the world's desert and semi-desert regions. The targets are large — but they are manageable compared with current world production levels of 1.75 billion mobile phones per year or 84 million vehicles per year6. Trade solutions The main obstacles to expanding renewables uptake are failed policies and continuing subsidization of fossil fuels. All governments should enlarge the market for renewable power by encouraging manufacture and trade of devices. Countries should foster export and import of renewable electric power (from, say, North Africa to Europe under the DESERTEC project, or from Mongolia to China, Japan and South Korea under the east Asian super-grid proposal). Above all, the narrow agenda that the Kyoto process has enforced needs to be broadened. How? One way involves expanding free trade in renewable devices. Here, the WTO could complement the Kyoto process7. A preliminary agreement to free up trade in renewables was adopted by Asia-Pacific Economic Cooperation countries in 2012, and could be proposed to the WTO. A precedent exists with trade in personal computers and other information-technology products. It was expanded from a voluntary agreement to reduce tariffs, signed up to by most major industrial countries, and adopted by the WTO in 1997. Private finance must also play a part. The Kyoto-process negotiators have so far considered that financing for climate-related initiatives should come from tax-based public finance rather than from private or even government-backed development banks. This emphasis needs to change. Green bonds lower the costs of capital and facilitate the scaling up of investments. One example is the $500-million bond issued by the Export-Import Bank of Korea last year allocated exclusively to finance green projects around the world. China is leading the way. By placing the emphasis on production scale and market growth, it is contributing more than any other country to a climate-change solution. Its build-up of renewable-energy systems at serious scale is driving cost reductions that will make water, wind and solar power accessible to all.
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Former enslaved African Americans vote in New Orleans, 1867, during the "Radical Reconstruction" period. By Malik Miah May 25, 2012 – Links International Journal of Socialist Renewal -- The “Reconstruction amendments” — the 13th, 14th and 15th amendments to the United States constitution — are being targeted in many of the far-right “Tea Party” and Republican campaigns against the rights of immigrants and women, marriage equality and gay rights, and voting rights for African Americans and other minority ethnic groups. The racist tinge of many of these attacks, whether openly stated or implied, is obvious – but this does not mean that racism is more prevalent now than in the past. Rather, the smear campaign against President Barack Obama’s mixed background and dark skin is calculated to appeal to the most extreme backward elements of the Republican Party. “Birthism” remains very much alive, with the notorious Sheriff Arpaio in Arizona attempting to challenge Obama’s right to be on the ballot. (As of May 23, the state government announced that it officially accepts Hawaii’s record of the president’s birth there.) Yet Obama still has the support of half the population, and African Americans are more integrated into governmental and corporate structures than ever thought possible before the civil rights revolution of the 1960s. Institutional racism remains and its ugly forms can be seen in federal and state elections. Yet a majority of Americans still “like” and respect President Obama. Educated and successful businesspeople who happen to be Black are not an issue. Black culture is widely accepted by white America. The fundamental problem is the absence of mass civil rights or labour movements to counter the ideology of the extreme right, including its racist wing. This is why this organised minority is winning elections and rolling back many gains won decades ago. Many issues that once seemed legally and socially settled (such as contraception) are now under fierce attack. No civil, democratic or basic liberty can be taken for granted. The 14th and 15th amendments, in this context of right-wing determination to limit civil rights and civil liberties, are central for the public and the most vulnerable sectors of the population to defend. It is especially urgent to do so since the conservative movement wears the constitution as its badge of “true patriotism”, even as it attempts to trample on the most radical amendments ever made to the founding document. Civil War amendments The Reconstruction (or Civil War) amendments were adopted between 1865 and 1870, the five years immediately following the American Civil War. The amendments were important elements in implementing the reconstruction of the south after the war. Their proponents saw the amendments as transforming the United States, from a country that was, in Abraham Lincoln's. words "half slave and half free" to one where the constitutionally guaranteed "blessings of liberty" would be extended to the entire male populace, including former slaves and their descendants. The 13th amendment was proposed and ratified in 1865. It abolished slavery. Economically devastating to the old ruling class of the south, abolition made it possible for a modern unified capitalist class to rule the country. The 14th amendment was proposed in 1866 and ratified in 1868. It included the far-reaching radical democratic clauses that defined citizenship. It includes the clauses now in dispute by the far right concerning who is a citizen, the due process and equal protection clauses. “Its Citizen Clause”, says Wikipedia, “provides a broad definition of citizenship that overruled the Dred Scott v. Sandford ruling by the Supreme Court (1857) that had held that Blacks could not be citizens of the United States. “Its Due Process Clause prohibits state and local governments from depriving persons of life, liberty, or property without certain steps being taken to ensure fairness. This clause has been used to make most of the Bill of Rights applicable to the states, as well as to recognize substantive and procedural rights. “Its Equal Protection Clause requires each state to provide equal protection under the law to all people within its jurisdiction. This clause was the basis for Brown v. Board of Education (1954), the Supreme Court decision which precipitated the dismantling “of racial segregation in United States education. In Reed v. Reed (1971), the Supreme Court ruled that laws arbitrarily requiring sex discrimination violated the Equal Protection Clause.” The 15th amendment was proposed in 1869 and ratified in 1870 under the presidency of Ulysses S. Grant. It grants voting rights regardless of "race, color, or previous condition of servitude". This was the most important immediate change and battleground: The old southern rulers knew slavery was dead forever, but how much the freed slaves could become equal was tied to the right to vote and to be elected to office. These initially won gains would be later overturned through violence and by law, or sharply restricted by the 1890s. Blacks were not slaves but barely third-class citizens in the south. Behind today’s assaults The rightist attacks on the 14th and 15th amendments aimed at reversing some of the most far-reaching rights won since the second American revolution of 1860-65. These fundamental changes, known popularly as the Civil Rights revolution, were codified into laws in the 1960s. They were followed by the victories for women’s rights and other minorities’ rights. It eventually expanded civil rights for the disabled and other social groups through affirmative action programs. These gains for society were seen by the ruling white majority, and by many white working people, as undermining the institutional “white skin privileges” enshrined in the original US constitution -- that flawed document which included the legal institution of slavery and defined Black slaves as three-fifths of a person. After its adoption, the seeds for popular upsurge and revolution were planted. First came the popular revolt by the people who fought in the Revolutionary War. They rose up to demand amendments now known as the “Bill of Rights”. It took a massive Civil War to eliminate slavery and open the door to Blacks becoming full citizens, as well as forging a national capitalist ruling class. It would take future extra-legal actions (from sit-ins to urban rebellions) to expand the original intent of the constitution by integrating other minorities and women as legal citizens with the right to vote and hold office. Today the battle is over immigrant rights and gay equality. Immigration has been a wedge and division issue throughout US history. Gays remain a divisive issue for all ethnic groups. The battles over civil rights, voting rights, marriage equality and immigrant rights are rooted in the 14th and 15th amendments. Not surprisingly, many conservatives seek to reinterpret those amendments to exclude undocumented (and in some cases legal) residents and gays from Constitutional protections. Arizona politicians have explicitly raised the issue of denying US-born children of “illegal” immigrants from having citizenship. 1954 court decision The due process and equal protect clauses of the 14th amendment were the basis for ending Jim Crow segregation and the famous Brown v. Board of Education decision in 1954. The southern bigots and supporters of “states’ rights” opposed those constitutional amendments and fought tooth and nail to prevent their implementation after 1865. They were successful after the end of the period known as Radical Reconstruction, and it took nearly 100 years after Lincoln’s death to win the new civil rights and voting rights laws of the 1960s. The attack on the 15th amendment is seen in the new voter identification laws pushed mainly by Republican-controlled state legislatures. These laws aim to suppress voting by ethnic minorities, students and elderly citizens. The fact that “states’ rights” doctrine allows different standards means that voter suppression is possible -- just as it was used in the south under Jim Crow segregation to deny African Americans and other minorities the right to vote. Although the Obama administration is finally pushing back under the Voting Rights Act to stop some of the worst state laws, the refusal of the Democratic Party to enact national standards that supersede states’ rights shows that both major parties allow this corrupt system to persist. Immigrants and Muslims targeted The most recent attacks on the 14th amendment’s citizen clause centres on two groups: Muslims and immigrants. Following the September 11, 2001 terrorist attacks the first people whose citizenship rights were attacked were Muslims — whether American born, legal residents or visitors. The ideological focus of the attack was to demonise all Muslims because of their religious beliefs. The implication was that Muslim equals potential terrorist. The Patriot Act gave law-enforcement agencies the opening for profiling and harassing those with Muslim-sounding names or of the Islamic faith, including criminalising Muslim charities. The justification for the vast expansion of domestic spying was tied to this discrimination and harassment of Muslims, which unfortunately is widely accepted and supported. The second group whose citizenship rights are being undermined are immigrants from Mexico and Latin America. Laws in Arizona, Alabama and other states attacking so-called illegal immigrants are aimed directly at the 14th amendment. They further open the door to naturalised citizens and legal residents being legally harassed for looking “suspicious”. The due process and equal protections clauses are openly targeted as only applying to those who look like “us” — meaning white Americans. Democracy, for conservatives, is about power, not rights. Once again the pretext for undermining these clauses of the US constitution is “states’ rights” to regulate within state borders even if this conflicts with federal regulations -- the argument once used by the slaveholding south to defend its secession from the Union. The heart of the 14th amendments is the three clauses cited and the meaning is clear: civil or human rights should not be overturned by state law nor, for that matter, subject to referendum vote. The fact that the voices of minorities are drowned out in Alabama and Arizona, based on the false belief that the rights of minorities can be dictated by the tyranny of the majority, is a clear violation of the constitution. Basic civil and human rights should never be subject to the ballot. Marriage equality The other issue where the 14th amendment clauses are under attack regards gay and lesbian rights. The attack is centred on the issue of marriage equality. In 32 states where the rights of marriage equality have been on the ballot, it is has been voted down, most recently in North Carolina. If segregation laws had been allowed on the ballot in the south, Black people would still be denied the rights to vote and legal equality. The equal protection clause requires each state to provide equal protection under the law to all people within its jurisdiction. Each vote on marriage equality is a violation of a basic civil rights and the constitution. The largest US civil rights organisation, the NAACP, at its May board of directors meeting, voted to endorse marriage equality as a basic civil right. It had never done so before. It is not a surprise that it came after President Obama spoke in support of marriage equality. The president of the NAACP Benjamin Todd Jealous said afterwards, “Civil marriage is a civil right and a matter of civil law. The NAACP’s support for marriage equality is deeply rooted in the Fourteenth Amendment of the United States Constitution and equal protection of all people.” Jealous later pointed out how it was once illegal in most states to have interracial marriages. It took federal court action to end that. (Obama so far sees marriage equality as an issue for individual states, which the NAACP and others reject.) The NAACP’s decision is an important stance, since many African Americans oppose gay marriage equality on moral and religious grounds. A majority of Blacks voted to ban marriage equality for gays in California by supporting Proposition 8. Those votes were key to its passage. The same was true in North Carolina in a May vote that added the ban to its state constitution. The far right, on the other hand, sees all civil rights as violations of their narrow interpretation of the US constitution. That’s why the far right opposed the expansion of rights incorporated in the 14th and 15th amendments as going against the Founding Fathers, who of course were not living when the 13th, 14th and 15th amendments were won in a civil war. (Yet this same “originalist” interpretation of the drafted constitution isn’t said to apply to the 2nd amendment regarding the right to bear arms.) Extremist conservative and libertarian movements opposed the underlying interpretation of laws based on the amendments that expanded rights beyond white men (“attacks on free enterprise”, as they see it). It is not an accident that the broadside attacks on immigrant rights, Muslim and the "war on women's rights" are front and centre in their ideological agenda. The budget adopted by the House Republicans, entirely aimed at shifting more wealth away from the social safety net from the poor and working classes to the investor class and super rich, is a natural complement to rolling back the expansion of political and social rights. What to do To oppose the right-wing agenda on the issues requires a politically and intellectually assertive defence of the Civil War amendments to the US constitution. They expanded basic civil rights and civil liberties that can’t be taken for granted. The failure to take up the battle over the proper interpretation of pro-labour and pro-civil rights amendments is to leave the ideological terrain to the far right. The fact that the NAACP and other groups are now rooting their defence of marriage equality, as well as voting rights and other gains, in the 14th and 15th amendments of the constitution is an important shift. It broadens the possibility for united front efforts by civil rights organisations, women’s rights and gay rights groups, supporters of civil liberties and potentially the union movement to stand as one against the conservative assault. The battle to defeat the far right must include defence of these bedrock amendments to the US constitution by all means necessary. [Malik Miah is a member of the editorial board of the socialist magazine Against The Current.]
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Researchers at the Massachusetts Institute of Technology (MIT) made a discovery that could lead to more efficient power plants and new way of extracting energy from the atmosphere, according to a press release. The researchers were performing work on an extension of a previous project when they unexpectedly discovered tiny water droplets to cause an electrical charge when they form on a super-hydrophobic surface and "jump" off. The previous work, from the same team, showed the droplets could in fact leap off the super-hydrophobic surface instead of simply rolling down and dropping due to gravity. The spontaneous leaping occurs when the droplets of water condense on a metal surface with a certain super-hydrophobic coating and with the release of excess surface energy. "We found that when these droplets jump, through analysis of high-speed video, we saw that they repel one another midflight," co-author Nenad Miljkovic, an MIT post-doctoral student, said. "Previous studies have shown no such effect. When we first saw that, we were intrigued." The researchers were able to confirm the reaction of the water droplets was caused by a net positive electrical charge by introducing an electrode. When they used a positively charged electrode, the droplets were repelled, but the negatively charged one attracted them toward it. During the charging process, the droplets form a double layer of paired positive and negatively charged surfaces. The leaping occurs when neighboring droplets coalesce and the two different charges separate extremely quickly. The authors reported their findings in the journal Nature Communications. Miljkovic said the whole process is so fast, "It leaves a bit of charge on the droplet, and the rest on the surface." Because the droplets could jump off of a condenser surface, a component vital to most of the world's electricity-generating power plants, many could benefit from the researcher's findings. With the proper mechanism, power plants all over the world could become more energy efficient. Miljkovic also said there is another use for the team's discovery: converting ambient air condensation into power. He said this would be made possible by placing two metal plates parallel to one another with droplets jumping off one and being collected by the other. "You just need a cold surface in a moist environment," Miljkovic said. "We're working on demonstrating this concept."
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Virus and Anti Viruses A computer virus is a type of malicious software program ("malware") that, when executed, replicates itself by modifying other computer programs and inserting its own code. Infected computer programs can include, as well, data files, or the "boot. Viruses: A virus is basically an executable file which is designed such that first of all it should be able to infect documents, then it has to have the ability to survive by replicating itself and then it should also be able to avoid detection.Computer viruses can be classified into several different types. Antiviruses: The ideal solution to the threat of viruses is prevention. Do not allow a virus is get into the system in first place. This goal is in general difficult to achieve, although prevention can reduce the no: of successful viral attacksIn the mid-eighties, so legend has it, the Amjad brothers of Pakistan ran a computer store. Frustrated by computer piracy, they wrote the first computer virus, a boot sector virus called Brain. From those simple beginnings, an entire counter-culture industry of virus creation and distribution emerged, leaving us today with several tens of thousands of viruses. In just over a decade, most of us have been familiar with the term computer virus. Virus: What exactly is a Virus? A virus is basically an executable file which is designed such that first of all it should be able to infect documents, then it has to have the ability to survive by replicating itself and then it should also be able to avoid detection. Usually to avoid detection, a Virus disguises itself as a legitimate program which the user would not normally suspect to be a Virus. Viruses are designed to corrupt or delete data on the hard disk i.e. on the FAT (File Allocation Table). TYPES OF VIRUSES Computer viruses can be classified into several different types. 1. File or program viruses: Some programs are viruses in disguise, when executed they load the virus in the memory along with the program and perform the predefined steps and infect the system. They infect program files like files with extensions like .EXE, .COM , .BIN , .DRV and .SYS. Some file viruses just replicate while others destroy the program being used at that time. 2. Boot Sector Viruses (MBR or Master Boot Record) Boot sector viruses can be created without much difficulty and infect either the Master boot record of the hard disk or the floppy drive. 3. Multipartite Viruses Multipartite viruses are the hybrid variety; they can be best described as a cross between both Boot Viruses and File viruses. They not only infect files but also infect the boot sector. 4. Stealth Viruses They viruses are stealth in nature and use various methods to hide themselves and to avoid detection. 5. Polymorphic Viruses They are the most difficult viruses to detect. They have the ability to mutate this means that they change the viral code known as the signature each time it spreads or infects. 6. Macro viruses In essence, a macro is an executable program embedded in a word processing document or other type of file. Typically users employ macros to automate repetitive tasks and there by save key strokes
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An important unresolved area of pediatric research involves the role of various viral agents in the etiology of acute gastroenteritis. Although the importance of rotaviruses is firmly established, the role of other viruses such as the astroviruses and caliciviruses has not been resolved. The goal of this project is to place these viruses in perspective with regard to their relative contribution to various forms of acute gastroenteritis in infants and young children. The availability of stool and serum specimens from several large-scale pediatric studies places us in the enviable position of being able to address these issues. Two major studies provide the focus of this project. One is a longitudinal study (1955-1969) at Junior Village, a welfare institution for homeless but otherwise normal children, and the other a cross-sectional study (1974-1991) of children hospitalized with gastroenteritis at Children's Hospital National Medical Center, Washington, DC. Our goal in the Junior Village studies has been to investigate the natural history of calicivirus and astrovirus infections in a longitudinal setting, whereas the Children's Hospital study provides materials that should allow us to determine the importance of calicivirus and astrovirus as agents of severe gastroenteritis requiring admission to the hospital. There is evidence from several studies including this one that the Norwalk viruses (now classified as caliciviruses) and astroviruses both cause infection in infants but, as yet, their importance as etiologic agents of severe gastroenteritis is not certain. This type of information must be obtained before priorities for vaccine development can be set.
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In the present day as electronic devices and other devices are increasingly scaled to smaller dimensions, techniques for patterning substrates becomes increasingly challenging. For both planar devices such as planar transistor devices, as well as three dimensional devices, such a three dimensional memory devices, deep trenches or other deep structures may be used in the fabrication process. In order to from a deep trench or deep via or similar structure in a substrate, a patterned mask material may be used in portions of the substrate to be protected while etching of the substrate takes place where mask material is absent. The mask material may subsequently be removed once the substrate is etched to a target depth. Devices such as vertical NAND (VNAND) memory devices (“NAND” refers to a negative- and logic gate) and dynamic random access memory (DRAM) devices may employ trenches or vias having etch depths of more than one micrometer, for example. Because etching of the substrate may also entail etching of the mask material, in order to preserve at least a portion of the mask for the complete etch process, the mask thickness may be similar to the etch depth in some cases. This situation is especially the case for common mask materials based at least in part on carbon. For example, so called hard mask materials having a similar etch rate to the substrate may be employed for etching a trench having a depth on the order of one micrometer. Additionally, the hard mask pattern features may have a high aspect ratio, meaning the height of the mask feature may be greater than the width of the mask feature, at least along one width direction. In some cases, an aspect ratio (height/width) of the mask feature may approach 10:1 or may be greater. A consequence of etch processing using such relatively thick masks may include faceting and clogging of the mask features during etching, bowing of an underlying etch feature in the substrate, or tapering of the etch feature in the substrate. The final patterned trench, via or other structure in the substrate may deviate from a target shape, such as a vertical trench. Forming a patterned hard mask using a material having a relatively lower etch rate may in principle reduce the total thickness of the hard mask used in an etch process. A drawback is that patterning techniques to form a hard mask are impractical using effective hard mask materials such as Al2O3, having a very low etch rate for etches used to etch silicon for example. With respect to these and other considerations the present embodiments are provided.
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Blogging the Human Genome The nasty fight between scientists that resulted in the sequencing of the human genome. James Watson and Francis Crick made DNA famous in 1953 with their elegant double helix model. However beloved, though, the double helix revealed nothing about how DNA actually makes proteins—which is kind of the whole point of DNA. To understand protein production, scientists actually had to shift focus to RNA, DNA’s chemical cousin. Soon after illuminating the structure of DNA, in fact, Watson and Crick joined a fledgling scientific group called the RNA Tie Club. Physicist George Gamow founded the club in 1954. Although a physicist moonlighting in biology might sound odd—Gamow studied radioactivity and Big Bang theory by day—other carpetbagging physicists like Richard Feynman joined as well. RNA not only offered an intellectual challenge, but many physicists were appalled by their field’s role in creating nuclear bombs. Physics seemed life-destroying, biology life-restoring. Overall, 24 scientists joined the Tie Club—one for each amino acid, plus four honorary members, for each DNA base. Club members sported green wool ties with an RNA strand embroidered in gold silk, which cost $4 from a haberdasher in Los Angeles. Club stationery read, “Do or die, or don’t try.” By the early 1960s Tie Club members and other scientists had puzzled out how DNA and RNA could make proteins, and had confirmed that the same basic DNA-to-RNA-to-protein process ran every living thing on earth: guinea pigs, E. coli, frogs, tulips, slime molds, U.S. Congressmen, whatever. But again, knowing how the process worked in general told biologists only so much: They’d discovered how to build proteins in general, but not what kinds of proteins a life form actually did build. For that, they had to start sequencing genes—that is, determining the order of a creature’s As, Cs, Gs, and Ts. Advertisement Early sequencing attempts attracted only the bravest scientists, for they had to endure truly staggering amounts of boredom. In the 1970s, British biologist Frederick Sanger, already a Nobel laureate, finally developed a usable, three-step method to sequence DNA. I won’t go into the gritty details (you can get your fingernails dirty here), but Sanger had to tally the sequence by hand, one letter at a time. His first full genome, the 5,400 bases and 11 genes of the virus φ-X174, so impressed his colleagues that Sanger won a second Nobel in 1980. Not bad for someone who once confessed he could never have attended Cambridge University “if my parents had not been fairly rich.” Though it wowed them, Sanger’s work also deflated some colleagues. He’d taken years to sequence the few thousand bases of a virus, which isn’t even technically alive. Even the lowliest bacteria have millions of bases, making the labor thousands of times harder. In the mid-1980s, two biologists in California automated Sanger’s method with lasers and computers, which made large-scale sequencing more plausible. But it was still a heck of a leap to the 3 billion letters in the human genome. Everything changed in the early 1990s, when a neuroscientist at the National Institutes of Health got fed up with chromosome 19. He was looking for a few brain genes on it, and after two years of ungodly tedium picking through a 100,000-letter stretch, he threw up his hands. There has got to be, decided that neuroscientist, Craig Venter, a better way. There was. Venter had heard about a method to quickly identify some of the RNA that cells use to make proteins. While cruising above the Pacific Ocean at 38,000 feet one night, returning from Japan, Venter sat up in his chair with an even better idea. Again, to make proteins, cells first transcribe DNA into RNA. So by capturing and reading that RNA, Venter realized he could then reverse-transcribe it and determine what the original DNA sequence must have been. This method had some technical limitations, but at least Venter could find most genes quickly. By automating the technique, he cut down the price for detecting each gene from around $50,000 to $20, and within a few years he’d claimed discovery of a whopping 2,700 human genes. Venter’s method caused immediate controversy. (He had a talent for that.) The U.S. government’s Human Genome Project—an effort to sequence all human DNA—had recently rumbled to life, and the HGP didn’t appreciate being scooped by an upstart. One observer basically called Venter a rotten cheat, comparing his gene-detecting shortcut to Sir Edmund Hillary taking a helicopter up Mount Everest.* While testifying in a U.S. Senate hearing on the HGP, James Watson, the project’s first leader, dismissed Venter’s operation—with Venter sitting right there—as something that “could be run by monkeys.” Rhetoric aside, scientists harped on Venter because they thought his shortcuts would produce a sloppy, incomplete outline of the human genome—a charge that continued to dog Venter in later years. Venter left his government job for the private sector not long afterward, then flung a gauntlet at the HGP by proposing to sequence the entire human genome himself, way faster and way cheaper. (When announcing his plans, Venter reportedly told HGP leaders that they still could find important work to do. Like sequencing mice genes.) The ensuing genome war, and the whole multidecade, multibillion-dollar HGP saga, occupies a chapter in my new book, and I came to believe that it’s as much a morality tale as a scientific one. If you ask a biologist about the HGP, in fact, you can get a pretty good handle on her values. Does she admire the HGP government scientists as selfless and steadfast, or dismiss them as stumbling bureaucrats? Does she praise Venter’s challenge as heroic rebellion, or condemn it as self-aggrandizement? Does she think the project succeeded or harp on its disappointments? Like any epic story, the sequencing of the human genome can support multiple readings. Regardless of what you think, Venter’s challenge—and the HGP’s rousing response—led to a veritable avalanche of DNA data, data that has uncovered whole hosts of lost stories about human history. Blitzkrieg sequencing made modern genetics, and we have the tedium of tiny chromosome 19 to thank. Correction, July 11, 2012: This article originally misspelled Sir Edmund Hillary's last name. (Return to the corrected sentence.)
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Portable digital computers rely on rechargeable DC batteries to provide the electrical power necessary for operation. When the computer is powered on for processing operation, but allowed to remain idle, the battery continues nonetheless to supply current to all the components of the computer, including the central processing unit (CPU), memory, the chipset (e.g. the Southbridge) and the display of the computer. If the user fails to turn off the computer, the battery continues to supply full current and, eventually, becomes drained of the stored electrical power. The foregoing action leads to more frequent charging of the battery, and reduces the utility and usability of the computer system. To reduce battery drain under such circumstances, a power management technique was previously introduced for portable computers, called the “sleep” mode. Typically, portable computers based on the INTEL X86 CPU and associated chip set, referred to as “PC's”, include multiple sleep modes (e.g. states of sleep mode). The multiple sleep modes enable the portable computer, when left idle, to selectively power down the components and devices of the computer in stages, although the main power remains on. With the computer spending an increasing amount of time idling, the computer progresses through increasingly deeper and deeper stages of sleep mode (and hence, greater reductions in power consumption). One of the deepest of those modes is characterized by all of the devices, including the CPU, but excepting the main memory (RAM) and the Southbridge chip, being powered down. This latter mode is typically referred to as “Suspend to RAM” (“STR”) or as “Power-on-Suspend” (“POS”) or like terms. In the STR condition power consumption is dramatically reduced and offers the greatest power reduction short of that power reduction obtained by turning off every component of the computer, the latter being referred to as “suspend to disk”, essentially completely shutting down the computer. The sleep modes in the PC are defined and controlled by the operating system software, such as familiar Windows 9X, Unix, Linux and the like, in conjunction with the system BIOS of the computer. When in STR, the Southbridge portion of the chip set, which is responsible for power management of the PC, continues to monitor the keyboard and mouse (and/or resume key) of the PC for any user activity, signifying an end to the computer idle condition. When the user later returns to perform computing and observes the computer is in a sleep mode, the user operates a “resume” key (or any key of the keyboard) or the like. That action initiates a chain of events in the computer transparent to the user, that restores full power to the CPU; and the computer recovers quickly. Return from the upper stages of the sleep mode recovers more quickly than recovery from the STR stage, the deepest stage after the Suspend to Disk stage, the latter recovery procedure being referred to as a “resume from STR”. Of particular convenience, the user may immediately resume computing at the precise location in any application program that was active in the computer at the time the computer entered the sleep mode. To reach that point from the STR stage of sleep mode, the CPU processes a number of steps of the “boot-up” routine for the computer; steps that typically occur in a manner transparent to the user. The computer is able to resume where it left off, because, prior to entering STR, the computer preserved the complete state of all software applications and of all components and devices, including the CPU, in a memory that remained powered up during the “sleep”. For the power management technique of sleep mode, the CPU and the external memory (DRAM) are independently supplied with power, that is, are located in separate power domains. In the deepest sleep mode, STR, power is removed from the CPU (and other electronic components of the computer, such as the display), while maintaining the DRAM memory and the Southbridge chip under power. The application programs and the state of those application programs (e.g. the CPU “context”) is preserved by transferring the state information to the DRAM. In processing operation, the CPU executes application programs by continuously modifying both its internal state and memory contents according to the instructions of the program. The internal CPU memory of the X86 system resides in the same power domain as the CPU. Thus, whenever the CPU is powered down, such as for an STR procedure, the internal memory is also powered down, and normally results in the loss of that CPU context. In order for the CPU of the X86 system to resume processing of an application program on Resume from STR, the processor must at that time at least “know” the state of the program on entering STR. Before entering STR, the CPU executes an instruction (of the power management software) that saves the CPU context at a well defined location in external memory, such as the DRAM memory. That context information subsumes the state of the operating system and the state of the application program. By maintaining power to the DRAM during STR, the state information of the program is preserved, and is available for use later upon a Resume from STR. Once the resume button is pressed and is detected by the Southbridge chip, power is reapplied to the CPU, which commences its start-up routines. The CPU processes the normal boot-up routine stored in the ROM of the BIOS chip. That boot up procedure initializes the internal registers of the CPU and flushes its caches, thereby establishing a baseline state for the CPU. The process takes a noticeable time in which to complete. However, prior to loading the operating system, such as Windows 9x, the routine checks to determine if the boot-up procedure is a “power up reset” as occurs upon initially powering up the computer, or instead is a Resume from STR. When the routine detects the latter condition, the computer “knows” that the state of the operating system software, any application program, and the corresponding CPU context already resides in the external memory (DRAM). The CPU then completes the boot-up procedure by restoring the device states, and, with a special instruction, finally restores the CPU context from the external memory. Thereafter, the CPU is able to simply proceed with executing the next application program instruction exactly where the CPU left off when entering STR. In a stage of sleep mode that lies one stage above the STR stage, the penultimate stage (e.g. the pre-STR stage) referred to as “deep sleep”, existing operating systems issue an instruction to remove the system clock from the CPU, but to maintain the CPU powered up, continuing to consume battery power. The removal of the system clock reduces power consumption also, but that is not as great a reduction as when power is removed from the CPU, such as during STR. Without clock signals being applied, the CPU is no longer able to process (as would consume additional current), but maintains system context in the associated internal registers of the CPU. That context is not lost and is not required to be saved to external memory as is the case in entering the STR stage. As an advantage, the invention powers down the CPU in all sleep modes and preserves the CPU context, saving additional power. Accordingly, an object of the invention is to reduce the power consumption of a computer during periods in which the computer is idle, providing a more effective sleep mode. Another object of the invention is to promote the pre-STR stage of sleep mode in existing power management systems to the STR stage, creating an “Instant STR”, and reduce the time required by the computer system to return from that stage, ideally providing a Resume from STR that appears instantaneous. And, a related object of the invention is to replace on-the-fly a CPU context maintaining sleep mode of existing computer systems that is governed by the operating system with a substitute sleep mode that affords a lower power consumption and remains transparent to the software.
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Mass vaccination against hepatitis B: the French example. Mainland France is considered as a low endemicity area for hepatitis B, but the French Caribbean and Pacific territories are classified into areas of intermediate and high endemicity. In France vaccination programmes aimed at high-risk groups were started in 1982 (including health care workers and patients receiving blood products) and the immunization of babies born of hepatitis B virus surface antigen (HBsAg)-positive mothers was reinforced in 1992. Considering the drawbacks and limited effect of targeted vaccination policies, universal vaccination targeted particularly to the preadolescent and adolescent population was initiated in 1994. In 1995, hepatitis B virus (HBV) vaccination was included in the infant immunization schedule. However, the emotion generated by the claim that HBV vaccination could have led to the development of central nervous system demyelinating disorders resulted in a marked decline of HBV vaccine use, both in the pediatric (23.3% vaccination coverage in children less than 13 years old) and in the adult population. The current coverage rates are likely to be insufficient to bring about a significant reduction in the control of hepatitis B in France. The success of universal immunization is highly dependent on reinstating the confidence of the public and health care professionals in the safety and efficacy of hepatitis B vaccines.
3.09375
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DESCRIPTION: The prevalence of overweight among preschool children in the U.S. is over 10 percent. Overweight in childhood is linked to overweight in adulthood, as well as earlier morbidity and mortality. This strongly suggests the need for primary prevention and intervention in children. Furthermore, in contrast to the disappointing weight loss outcome data for adults, weight loss studies with children report far more effective results. The inclusion of a parent in the intervention appears to contribute to the success. Thus, it seems vital that a successful overweight prevention and intervention program must include both children and parents. Finally, studies indicate that early prevention and intervention efforts may be particularly important for minority populations. For example, the prevalence of overweight among minority women approaches a staggering 50 percent compared to 33 percent for White women. Children often acquire a genetic predisposition toward overweight and model their eating patterns after their parents. Therefore, it follows that minority children from families where one or both parents are overweight are at greatest risk for becoming overweight themselves. The proposed research was designed to address the needs of the Black and Hispanic communities, focusing on intervention with preschool aged children. Twenty-four Head Start sites will be randomly assigned to intervention or no-intervention conditions. Of these 24 sites, 12 will serve a predominantly Black population, and 12 will serve a predominantly Hispanic population. The investigators anticipate enrolling an average of 35 Black or Hispanic children and parents per site. Parents and children will participate in health screenings at baseline, following the intervention, and 12 and 24 months later. The intervention consists of a 16-week nutrition and activity based weight control program that includes parental participation. The no-intervention control group will receive the standard curriculum provided by the Head Start preschool program. It is expected that children in the intervention group will show a greater mean reduction in the primary outcome measure, percent ideal body weight for height (%IBWH), as well as dietary fat intake; and an increase in dietary fiber and fruit and vegetable intake. It is expected that the parent intervention group will show a greater mean reduction in body mass index; decreased dietary fat; and increased dietary fiber, fruit and vegetable intake, physical activity, nutrition knowledge, nutrition attitudes, and support for healthy eating. These changes will be seen following the intervention and at 12 and 24 months later.
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Losing memories during sleep after targeted memory reactivation. Targeting memories during sleep opens powerful and innovative ways to influence the mind. We used targeted memory reactivation (TMR), which to date has been shown to strengthen learned episodes, to instead induce forgetting (TMR-Forget). Participants were first trained to associate the act of forgetting with an auditory forget tone. In a second, separate, task they learned object-sound-location pairings. Shortly thereafter, some of the object sounds were played during slow wave sleep, paired with the forget tone to induce forgetting. One week later, participants demonstrated lower recall of reactivated versus non-reactivated objects and impaired recognition memory and lowered confidence for the spatial location of the reactivated objects they failed to spontaneously recall. The ability to target specific episodic memories for forgetting during sleep has implications for developing novel therapeutic techniques for psychological disorders such as PTSD and phobias.
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