Mercurial > repos > davidvanzessen > mutation_analysis
view mutation_analysis.py @ 2:2f4298673519 draft
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author | davidvanzessen |
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date | Wed, 10 Sep 2014 10:33:29 -0400 |
parents | 74d2bc479bee |
children | 069419cccba4 |
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import re import argparse parser = argparse.ArgumentParser() parser.add_argument("--mutationfile", help="The '7_V-REGION-mutation-and-AA-change-table' file from the IMGT output") parser.add_argument("--hotspotfile", help="The '10_V-REGION-mutation-hotspots' file from the IMGT output") parser.add_argument("--output", help="Output file") args = parser.parse_args() mutationfile = args.mutationfile #"test_VH-Ca_Cg_25nt/7_V-REGION-mutation-and-AA-change-table_test_VH-Ca_Cg_25nt_241013.txt" hotspotsfile = args.hotspotfile #"test_VH-Ca_Cg_25nt/10_V-REGION-mutation-hotspots_test_VH-Ca_Cg_25nt_241013.txt" outfile = args.output #"out.txt" mutationdic = dict() mutationMatcher = re.compile("^(.)(\d+).(.),?(.)?(\d+)?.?(.)?(.?.?.?.?.?)?") linecount = 0 with open(mutationfile, 'r') as i: for line in i.readlines()[1:]: linecount += 1 linesplt = line.split("\t") if linesplt[2] != "productive": continue ID = linesplt[1] mutationdic[ID + "_FR1"] = [mutationMatcher.match(x).groups() for x in linesplt[5].split("|") if x] mutationdic[ID + "_CDR1"] = [mutationMatcher.match(x).groups() for x in linesplt[6].split("|") if x] mutationdic[ID + "_FR2"] = [mutationMatcher.match(x).groups() for x in linesplt[7].split("|") if x] mutationdic[ID + "_CDR2"] = [mutationMatcher.match(x).groups() for x in linesplt[8].split("|") if x] mutationdic[ID + "_FR2-CDR2"] = mutationdic[ID + "_FR2"] + mutationdic[ID + "_CDR2"] mutationdic[ID + "_FR3"] = [mutationMatcher.match(x).groups() for x in linesplt[9].split("|") if x] if linecount == 0: print "No data, exiting" with open(outfile, 'w') as o: o.write("RGYW (%),0,0,NA\n") o.write("WRCY (%),0,0,NA\n") o.write("WA (%),0,0,NA\n") o.write("TW (%),0,0,NA\n") import sys sys.exit() hotspotMatcher = re.compile("[actg]+,(\d+)-(\d+)\((.*)\)") RGYWCount = 0 WRCYCount = 0 WACount = 0 TWCount = 0 with open(hotspotsfile, 'r') as i: for line in i.readlines()[1:]: linesplt = line.split("\t") if linesplt[2] != "productive": continue ID = linesplt[1] RGYW = [(int(x),int(y),z) for (x,y,z) in [hotspotMatcher.match(x).groups() for x in linesplt[6].split("|") if x]] WRCY = [(int(x),int(y),z) for (x,y,z) in [hotspotMatcher.match(x).groups() for x in linesplt[7].split("|") if x]] WA = [(int(x),int(y),z) for (x,y,z) in [hotspotMatcher.match(x).groups() for x in linesplt[4].split("|") if x]] TW = [(int(x),int(y),z) for (x,y,z) in [hotspotMatcher.match(x).groups() for x in linesplt[5].split("|") if x]] RGYWCount += sum([1 for (x,y,z) in RGYW if z != "CDR3" and any([(x <= int(where) <= y) for (frm, where, to, a,b,c,d) in mutationdic[ID + "_" + z]])]) WRCYCount += sum([1 for (x,y,z) in WRCY if z != "CDR3" and any([(x <= int(where) <= y) for (frm, where, to, a,b,c,d) in mutationdic[ID + "_" + z]])]) WACount += sum([1 for (x,y,z) in WA if z != "CDR3" and any([(x <= int(where) <= y) for (frm, where, to, a,b,c,d) in mutationdic[ID + "_" + z]])]) TWCount += sum([1 for (x,y,z) in TW if z != "CDR3" and any([(x <= int(where) <= y) for (frm, where, to, a,b,c,d) in mutationdic[ID + "_" + z]])]) path = outfile[:outfile.rfind("/") + 1] + "mutations.txt" value = 0; with open(path, 'r') as f: value = f.readlines()[0].split(",")[1] with open(outfile, 'w') as o: if value != "0": o.write("RGYW (%)," + str(RGYWCount) + "," + value + "," + str(round(RGYWCount / float(value) * 100, 1)) + "\n") o.write("WRCY (%)," + str(WRCYCount) + "," + value + "," + str(round(WRCYCount / float(value) * 100, 1)) + "\n") o.write("WA (%)," + str(WACount) + "," + value + "," + str(round(WACount / float(value) * 100, 1)) + "\n") o.write("TW (%)," + str(TWCount) + "," + value + "," + str(round(TWCount / float(value) * 100, 1)) + "\n") else: o.write("RGYW (%)," + str(RGYWCount) + ",0,NA\n") o.write("WRCY (%)," + str(WRCYCount) + ",0,NA\n") o.write("WA (%)," + str(WACount) + ",0,NA\n") o.write("TW (%)," + str(TWCount) + ",0,NA\n")