Mercurial > repos > davidvanzessen > mutation_analysis
view mutation_analysis.py @ 31:c623690e3b81 draft
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author | davidvanzessen |
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date | Thu, 09 Apr 2015 08:52:18 -0400 |
parents | 7e44617c9ca4 |
children | 2a7343e4be5a |
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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("--includefr1", 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(",") include_fr1 = True if args.includefr1 == "yes" else False 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 IDlist = [] mutationList = [] 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] if include_fr1 else [] 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] mutationList += mutationdic[ID + "_FR1"] + mutationdic[ID + "_CDR1"] + mutationdic[ID + "_FR2"] + mutationdic[ID + "_CDR2"] + mutationdic[ID + "_FR3"] IDlist += [ID] AA_mutation = [0] * (int(max(mutationList, key=lambda i:int(i[4]) if i[4] else 0)[4]) + 1) #[4] is the position of the AA mutation, None if silent for mutation in mutationList: if mutation[4]: #if non silent mutation AA_mutation[int(mutation[4])] += 1 aa_mutations_file = outfile[:outfile.rindex("/")] + "/aa_mutations.txt" with open(aa_mutations_file, 'w') as o: o.write(",".join([str(x) for x in AA_mutation]) + "\n") 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 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], WRCYCount[ID], WACount[ID], TWCount[ID] = 0,0,0,0 mutationList = (mutationdic[ID + "_FR1"] if include_fr1 else []) + mutationdic[ID + "_CDR1"] + mutationdic[ID + "_FR2"] + mutationdic[ID + "_CDR2"] + mutationdic[ID + "_FR3"] for mutation in mutationList: frm, where, to, AAfrm, AAwhere, AAto, junk = mutation mutation_in_RGYW = any([(start <= int(where) <= end) for (start,end,region) in RGYW]) mutation_in_WRCY = any([(start <= int(where) <= end) for (start,end,region) in WRCY]) mutation_in_WA = any([(start <= int(where) <= end) for (start,end,region) in WA]) mutation_in_TW = any([(start <= int(where) <= end) for (start,end,region) in TW]) in_how_many_motifs = sum([mutation_in_RGYW, mutation_in_WRCY, mutation_in_WA, mutation_in_TW]) if in_how_many_motifs > 0: RGYWCount[ID] += (1.0 * int(mutation_in_RGYW)) / in_how_many_motifs WRCYCount[ID] += (1.0 * int(mutation_in_WRCY)) / in_how_many_motifs WACount[ID] += (1.0 * int(mutation_in_WA)) / in_how_many_motifs TWCount[ID] += (1.0 * int(mutation_in_TW)) / in_how_many_motifs 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 = int(round(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 = int(round(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 o.write(ID + "\t" + str(int(RGYWCount[ID])) + "\t" + str(int(WRCYCount[ID])) + "\t" + str(int(WACount[ID])) + "\t" + str(int(TWCount[ID])) + "\n")