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b9d0e9c
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Parent(s):
298b080
Update code/add_3Dalignment.py
Browse files- code/add_3Dalignment.py +68 -6
code/add_3Dalignment.py
CHANGED
@@ -11,6 +11,35 @@ import gzip
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from pathlib import Path
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from Bio.Align import substitution_matrices
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aligner = Align.PairwiseAligner()
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def distance(x1, y1, z1, x2, y2, z2):
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d = math.sqrt(math.pow(x2 - x1, 2) +
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@@ -186,7 +215,40 @@ def get_coords(annot, alignments, coords, resnums_for_sasa, mode):
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def get_alignments_3D(identifier, model_num, pdb_path, pdbSequence, source, chain, pdbID, mode, path_3D_alignment,file_format = 'gzip'):
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if mode == 1:
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atomSequence = ''
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coords = []
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resnums_for_sasa = []
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@@ -206,7 +268,7 @@ def get_alignments_3D(identifier, model_num, pdb_path, pdbSequence, source, chai
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atomSequence += threeToOne(line[17:20].strip())
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coords.append([line[31:38].strip(), line[39:46].strip(), line[47:54].strip()])
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resnums_for_sasa.append(line[22:26].strip())
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-
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#f = open(Path(path_3D_alignment / f'{identifier}_{pdbID}_{str(chain)}_alignment.txt'),"w")
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aligner.mode = 'local'
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@@ -249,15 +311,15 @@ def get_alignments_3D(identifier, model_num, pdb_path, pdbSequence, source, chai
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atomSequence += threeToOne(line[17:20].strip())
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coords.append([line[31:38].strip(), line[39:46].strip(), line[47:54].strip()])
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resnums_for_sasa.append(line[22:26].strip())
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f = open(Path(path_3D_alignment / f'{identifier}_{str(model_num)}_3Dalignment.txt'),"w")
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aligner.mode = 'local'
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aligner.substitution_matrix = substitution_matrices.load("BLOSUM62")
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aligner.open_gap_score = -11
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aligner.extend_gap_score = -1
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alignments = aligner.align(pdbSequence, atomSequence)
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alignments = (list(alignments))
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for alignment in alignments:
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return alignments, coords, resnums_for_sasa
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from pathlib import Path
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from Bio.Align import substitution_matrices
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aligner = Align.PairwiseAligner()
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import requests
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from Bio.PDB import PDBParser, PPBuilder
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from io import StringIO
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from Bio.PDB.Polypeptide import *
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def convert_non_standard_amino_acids(sequence):
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"""
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Convert non-standard or ambiguous amino acid codes to their closest relatives.
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"""
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# Define a dictionary to map non-standard codes to standard amino acids
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conversion_dict = {
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'B': 'D', # Aspartic Acid (D) is often used for B (Asx)
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'Z': 'E', # Glutamic Acid (E) is often used for Z (Glx)
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'X': 'A', # Alanine (A) is a common placeholder for unknown/ambiguous
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'U': 'C', # Cysteine (C) is often used for Selenocysteine (U)
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'J': 'L', # Leucine (L) is often used for J (Leu/Ile)
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'O': 'K', # Lysine (K) is often used for O (Pyrrolysine)
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# '*' or 'Stop' represents a stop codon; you may replace with '' to remove
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'*': '',
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}
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# Replace non-standard codes with their closest relatives
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converted_sequence = ''.join([conversion_dict.get(aa, aa) for aa in sequence])
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return converted_sequence
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def distance(x1, y1, z1, x2, y2, z2):
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d = math.sqrt(math.pow(x2 - x1, 2) +
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def get_alignments_3D(identifier, model_num, pdb_path, pdbSequence, source, chain, pdbID, mode, path_3D_alignment,file_format = 'gzip'):
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st.write('I am here get alignments 3D')
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uniprotSequence = convert_non_standard_amino_acids(uniprotSequence)
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pdbSequence = convert_non_standard_amino_acids(pdbSequence)
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if mode == 1:
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if source != 'modbase':
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# Step 1: Fetch the PDB file
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pdb_url = f"https://files.rcsb.org/download/{pdbID}.pdb"
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response = requests.get(pdb_url)
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response.raise_for_status() # Check for a successful response
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# Step 2: Parse the PDB file from memory
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atoms = [i for i in response.text.split('\n') if i.startswith('ATOM')]
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atoms = [i.split() for i in atoms]
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atoms = [i for i in atoms if (i[2] == 'CA' and i[4] == chain)]
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atomSequence = ''.join([three_to_one(i[3]) for i in atoms])
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coords = [[i[6] ,i[7] ,i[8]] for i in atoms]
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resnums_for_sasa = [i[5] for i in atoms]
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else:
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pdb_url = f"https://files.rcsb.org/download/{pdb_code}.pdb"
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response = requests.get(pdbID)
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response.raise_for_status() # Check for a successful response
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# Step 2: Parse the PDB file from memory
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atoms = [i for i in response.text.split('\n') if i.startswith('ATOM')]
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atoms = [i.split() for i in atoms]
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atoms = [i for i in atoms if i[2] == 'CA']
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atomSequence = ''.join([three_to_one(i[3]) for i in atoms])
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coords = [[i[6] ,i[7] ,i[8]] for i in atoms]
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resnums_for_sasa = [i[5] for i in atoms]
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"""
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atomSequence = ''
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coords = []
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resnums_for_sasa = []
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atomSequence += threeToOne(line[17:20].strip())
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coords.append([line[31:38].strip(), line[39:46].strip(), line[47:54].strip()])
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resnums_for_sasa.append(line[22:26].strip())
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"""
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#f = open(Path(path_3D_alignment / f'{identifier}_{pdbID}_{str(chain)}_alignment.txt'),"w")
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aligner.mode = 'local'
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atomSequence += threeToOne(line[17:20].strip())
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coords.append([line[31:38].strip(), line[39:46].strip(), line[47:54].strip()])
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resnums_for_sasa.append(line[22:26].strip())
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#f = open(Path(path_3D_alignment / f'{identifier}_{str(model_num)}_3Dalignment.txt'),"w")
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aligner.mode = 'local'
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aligner.substitution_matrix = substitution_matrices.load("BLOSUM62")
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aligner.open_gap_score = -11
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aligner.extend_gap_score = -1
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alignments = aligner.align(pdbSequence, atomSequence)
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alignments = (list(alignments))
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#for alignment in alignments:
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# f.write(str(alignment))
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# f.write('\n')
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# f.write('\n')
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return alignments, coords, resnums_for_sasa
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