Mercurial > repos > public-health-bioinformatics > antigenic_site_extraction
diff antigenic_site_extraction.py @ 0:a1b46e339580 draft default tip
planemo upload for repository https://github.com/Public-Health-Bioinformatics/flu_classification_suite commit b96b6e06f6eaa6ae8ef4c24630dbb72a4aed7dbe
author | public-health-bioinformatics |
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date | Thu, 04 Jul 2019 19:36:38 -0400 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/antigenic_site_extraction.py Thu Jul 04 19:36:38 2019 -0400 @@ -0,0 +1,95 @@ +#!/usr/bin/env python + +'''Accepts fasta files of amino acid sequence, extracts specific amino acids (defined in a csv index array), +and outputs extracted sequences - representing flu antigenic sites - to fasta (default) or csv.''' + +'''Author: Diane Eisler, Molecular Microbiology & Genomics, BCCDC Public Health Laboratory,Sept 2017''' + +import sys,string,os, time, Bio, argparse +from Bio import Seq, SeqIO, SeqUtils, Alphabet, SeqRecord +from Bio.SeqRecord import SeqRecord +from Bio.Alphabet import IUPAC +from Bio.Seq import Seq + +#parse command line arguments +parser = argparse.ArgumentParser() +parser.add_argument("-c","--csv",help="export extracted antigenic sites to csv file",action="store_true") +parser.add_argument("inFileHandle1") #batch fasta file with sequences to be parsed +parser.add_argument("inFileHandle2") # .csv file containing positions of aa's to extract +parser.add_argument("outFileHandle") #user-specified name for output file of extracted aa seq's +args = parser.parse_args() + +#inFileHandle1 = sys.argv[1] #batch fasta file with sequences to be parsed +#inFileHandle2 = sys.argv[2] # .csv file containing positions of aa's to extract +#outFileHandle = sys.argv[3] #user-specified name for output file of extracted aa seq's + +outFile= open(args.outFileHandle,'w') #open a writable, appendable output file +localtime = time.asctime(time.localtime(time.time())) #date and time of analysis +seqList = [] #list of aa sequence objects to parse for oligo sequences +indexArray = [] # .csv list of aa's corresponding to antigenic site positions +extractedSeqList = [] #list of extracted antigenic sites extracted from seqList + +def extract_aa_from_sequence(record): + """Extract specific amino acids from SeqRecord, create new SeqRecord and append to list.""" + original_sequence = str(record.seq) #pull out the SeqRecord's Seq object and ToString it + new_sequence = "" #set variable to empty + new_id = record.id #store the same sequence id as the original sequence + #iterate over each position in index array, extract corresponding aa and add to string + for pos in indexArray: + char = original_sequence[pos-1] #aa positions must be zero indexed + new_sequence = new_sequence + char + rec = SeqRecord(Seq(new_sequence,IUPAC.protein), id = record.id, name = "", description = "") + extractedSeqList.append(rec) #add new SeqRecord object to the list + +with open (args.inFileHandle2,'r') as inFile2: + '''Open csv file containing amino acid positions to extract and add to list.''' + #read items separated by comma's to position list + positionList = "" + for line in inFile2: + #remove whitespace from the end of each line + strippedLine = line.rstrip() + #split the line at commas and assigned the returned list as indexArray + positionList = strippedLine.split(',') + #Convert string items in positionList from strings to int and add to indexArray + for item in positionList: + indexArray.append(int(item)) + #print number of amino acids to extract and array to console as user check + print("Amino Acid positions to extract: %i " %(len(indexArray))) + print(indexArray) + +with open(args.inFileHandle1,'r') as inFile: + '''Open fasta of amino acid sequences to parse, uppercase and add to protein Sequence list.''' + #read in Sequences from fasta file, uppercase and add to seqList + for record in SeqIO.parse(inFile, "fasta", alphabet=IUPAC.protein): + record = record.upper() + seqList.append(record) #add Seq to list of Sequences + #print number of sequences to be process as user check + print("\n%i flu sequences will be extracted for antigenic sites..." % len(seqList)) + #parse each target sequence object + for record in seqList: + extract_aa_from_sequence(record) + +#print original and extracted sequence +for x in range(0, len(seqList)): + print("Original %s: %i amino acids,\tExtracted: %i" % (seqList[x].id,len(seqList[x]),len(extractedSeqList[x]))) + +#determine if output format is fasta (default) or csv +if args.csv: + #write csv file of extracted antigenic sits + for record in extractedSeqList: + #outFile.write(record.id),"," + name_part = (record.id).rstrip() + ',' + sequence = str(record.seq).strip() + csv_seq = ",".join(sequence) + comma_separated_sequence = name_part + csv_seq + "\n" + print(comma_separated_sequence) + outFile.write(comma_separated_sequence) +else: + #write fasta file of extracted antigenic sites + SeqIO.write(extractedSeqList,outFile,"fasta") + +print("\n%i Sequences Extracted to Output file: %s" % ((len(extractedSeqList),args.outFileHandle))) +inFile.close() +inFile2.close() +outFile.close() +