Mercurial > repos > davidvanzessen > mutation_analysis
view mutation_analysis.py @ 21:c9f9623f1f76 draft
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author | davidvanzessen |
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date | Thu, 02 Apr 2015 03:31:23 -0400 |
parents | 069419cccba4 |
children | d84c9791d8c4 |
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import re import argparse parser = argparse.ArgumentParser() parser.add_argument("--input", help="The '7_V-REGION-mutation-and-AA-change-table' and '10_V-REGION-mutation-hotspots' merged together, with an added 'best_match' annotation") parser.add_argument("--genes", help="The genes available in the 'best_match' column") parser.add_argument("--output", help="Output file") args = parser.parse_args() infile = args.input genes = str(args.genes).split(",") outfile = args.output genedic = dict() mutationdic = dict() mutationMatcher = re.compile("^(.)(\d+).(.),?(.)?(\d+)?.?(.)?(.?.?.?.?.?)?") linecount = 0 IDIndex = 0 best_matchIndex = 0 fr1Index = 0 cdr1Index = 0 fr2Index = 0 cdr2Index = 0 fr3Index = 0 first=True with open(infile, 'r') as i: for line in i: if first: linesplt = line.split("\t") IDIndex = linesplt.index("Sequence.ID") best_matchIndex = linesplt.index("best_match") fr1Index = linesplt.index("FR1.IMGT") cdr1Index = linesplt.index("CDR1.IMGT") fr2Index = linesplt.index("FR2.IMGT") cdr2Index = linesplt.index("CDR2.IMGT") fr3Index = linesplt.index("FR3.IMGT") first = False continue linecount += 1 linesplt = line.split("\t") ID = linesplt[IDIndex] genedic[ID] = linesplt[best_matchIndex] mutationdic[ID + "_FR1"] = [mutationMatcher.match(x).groups() for x in linesplt[fr1Index].split("|") if x] mutationdic[ID + "_CDR1"] = [mutationMatcher.match(x).groups() for x in linesplt[cdr1Index].split("|") if x] mutationdic[ID + "_FR2"] = [mutationMatcher.match(x).groups() for x in linesplt[fr2Index].split("|") if x] mutationdic[ID + "_CDR2"] = [mutationMatcher.match(x).groups() for x in linesplt[cdr2Index].split("|") if x] mutationdic[ID + "_FR2-CDR2"] = mutationdic[ID + "_FR2"] + mutationdic[ID + "_CDR2"] mutationdic[ID + "_FR3"] = [mutationMatcher.match(x).groups() for x in linesplt[fr3Index].split("|") if x] if linecount == 0: print "No data, exiting" with open(outfile, 'w') as o: o.write("RGYW (%)," + ("0,0,0\n" * len(genes))) o.write("WRCY (%)," + ("0,0,0\n" * len(genes))) o.write("WA (%)," + ("0,0,0\n" * len(genes))) o.write("TW (%)," + ("0,0,0\n" * len(genes))) import sys sys.exit() hotspotMatcher = re.compile("[actg]+,(\d+)-(\d+)\((.*)\)") RGYWCount = {g: 0 for g in genes} WRCYCount = {g: 0 for g in genes} WACount = {g: 0 for g in genes} TWCount = {g: 0 for g in genes} IDIndex = 0 ataIndex = 0 tatIndex = 0 aggctatIndex = 0 atagcctIndex = 0 first = True IDlist = [] with open(infile, 'r') as i: for line in i: if first: linesplt = line.split("\t") ataIndex = linesplt.index("X.a.t.a") tatIndex = linesplt.index("t.a.t.") aggctatIndex = linesplt.index("X.a.g.g.c.t..a.t.") atagcctIndex = linesplt.index("X.a.t..a.g.c.c.t.") first = False continue linesplt = line.split("\t") gene = linesplt[best_matchIndex] ID = linesplt[IDIndex] RGYW = [(int(x),int(y),z) for (x,y,z) in [hotspotMatcher.match(x).groups() for x in linesplt[aggctatIndex].split("|") if x]] WRCY = [(int(x),int(y),z) for (x,y,z) in [hotspotMatcher.match(x).groups() for x in linesplt[atagcctIndex].split("|") if x]] WA = [(int(x),int(y),z) for (x,y,z) in [hotspotMatcher.match(x).groups() for x in linesplt[ataIndex].split("|") if x]] TW = [(int(x),int(y),z) for (x,y,z) in [hotspotMatcher.match(x).groups() for x in linesplt[tatIndex].split("|") if x]] RGYWCount[ID] = sum([1 for (x,y,z) in RGYW if z and z != "CDR3" and any([(x <= int(where) <= y) for (frm, where, to, a,b,c,d) in mutationdic[ID + "_" + z]])]) WRCYCount[ID] = sum([1 for (x,y,z) in WRCY if z and z != "CDR3" and any([(x <= int(where) <= y) for (frm, where, to, a,b,c,d) in mutationdic[ID + "_" + z]])]) WACount[ID] = sum([1 for (x,y,z) in WA if z and z != "CDR3" and any([(x <= int(where) <= y) for (frm, where, to, a,b,c,d) in mutationdic[ID + "_" + z]])]) TWCount[ID] = sum([1 for (x,y,z) in TW if z and z != "CDR3" and any([(x <= int(where) <= y) for (frm, where, to, a,b,c,d) in mutationdic[ID + "_" + z]])]) IDlist += [ID] directory = outfile[:outfile.rfind("/") + 1] value = 0; valuedic = dict() for gene in genes: with open(directory + gene + "_value.txt", 'r') as v: valuedic[gene] = int(v.readlines()[0].rstrip()) with open(directory + "total_value.txt", 'r') as v: valuedic["total"] = int(v.readlines()[0].rstrip()) dic = {"RGYW": RGYWCount, "WRCY": WRCYCount, "WA": WACount, "TW": TWCount} arr = ["RGYW", "WRCY", "WA", "TW"] with open(outfile, 'w') as o: for typ in arr: o.write(typ + " (%)") curr = dic[typ] for gene in genes: geneMatcher = re.compile(".*" + gene + ".*") if valuedic[gene] is 0: o.write(",0,0,0") else: x = sum([curr[x] for x in [y for y,z in genedic.iteritems() if geneMatcher.match(z)]]) y = valuedic[gene] z = str(round(x / float(valuedic[gene]) * 100, 1)) o.write("," + str(x) + "," + str(y) + "," + z) #for total x = sum([y for x,y in curr.iteritems()]) y = valuedic["total"] z = str(round(x / float(valuedic["total"]) * 100, 1)) o.write("," + str(x) + "," + str(y) + "," + z + "\n") #for testing seq_motif_file = outfile[:outfile.rindex("/")] + "/motif_per_seq.txt" first = True with open(seq_motif_file, 'w') as o: for ID in IDlist: if first: o.write("ID\tRGYWC\tWRCY\tWA\tTW\n") first = False continue print ID print RGYWCount[ID] print WRCYCount[ID] print WACount[ID] print TWCount[ID] o.write(ID + "\t" + str(RGYWCount[ID]) + "\t" + str(WRCYCount[ID]) + "\t" + str(WACount[ID]) + "\t" + str(TWCount[ID]) + "\n")