#!/usr/bin/env python import sys import math import os.path import Script ### Program object def usage(): progname = os.path.split(sys.argv[0])[1] sys.stderr.write("""{} - Analyze intron retention. Usage: {} [options] intronsdb Options: -i1 FILE | Name of BED file for introns in sample 1 (required) -i2 FILE | Name of BED file for introns in sample 2 (required) -j1 FILE | Name of BED file for junctions in sample 1 -j2 FILE | Name of BED file for junctions in sample 2 -o FILE | Set output file to FILE (default: stdout) -fc F | Set fold change threshold to F (default: {}) -t T | Set coverage threshold to T (default: {}) """.format(progname, progname, Params.fc, Params.thr)) P = Script.Script("compareIntrons", version="1.0", usage=usage) def readBEDfile(bedfile): dict = {} sys.stderr.write("Reading `{}'... ".format(bedfile)) with open(bedfile, "r") as f: for line in f: parsed = line.rstrip("\r\n").split("\t") dict[parsed[3]] = float(parsed[7]) sys.stderr.write("done, {} entries.\n".format(len(dict))) return dict def dget(key, dict): if key in dict: return dict[key] else: return 0.0 class Params(): bedfile = None introns1file = None juncs1file = None introns2file = None juncs2file = None outfile = None fc = 1 thr = 0.00001 intr1 = {} junc1 = {} intr2 = {} junc2 = {} def __init__(self): self.intr1 = {} self.junc1 = {} self.intr2 = {} self.junc2 = {} def parseArgs(self, args): P.standardOpts(args) next = "" for a in args: if next == "-i1": self.introns1file = P.isFile(a) next = "" elif next == "-j1": self.juncs1file = P.isFile(a) next = "" elif next == "-i2": self.introns2file = P.isFile(a) next = "" elif next == "-j2": self.juncs2file = P.isFile(a) next = "" elif next == "-o": self.outfile = a next = "" elif next == "-fc": self.fc = P.toFloat(a) next = "" elif next == "-t": self.thr = P.toFloat(a) next = "" elif a in ["-i1", "-j1", "-i2", "-j2", "-fc", "-o", "-t"]: next = a else: self.bedfile = a if self.bedfile == None or self.introns1file == None or self.introns2file == None: P.errmsg(P.NOFILE) def readFiles(self): self.intr1 = readBEDfile(self.introns1file) if self.juncs1file != None: self.juncs1 = readBEDfile(self.juncs1file) self.intr2 = readBEDfile(self.introns2file) if self.juncs2file != None: self.juncs2 = readBEDfile(self.juncs2file) def compare(self, out): nin = 0 nup = 0 ndown = 0 maxup = 0 maxdn = 0 with open(self.bedfile, "r") as f: for line in f: nin += 1 parsed = line.rstrip("\r\n").split("\t") intron = parsed[3] gene = parsed[4] sp = intron.split("_") tx = sp[0] intid = sp[1] iv1 = dget(intron, self.intr1) iv2 = dget(intron, self.intr2) if self.juncs1file: iv1 = (iv1 + dget(intron + "_a", self.juncs1) + dget(intron + "_b", self.juncs1)) / 3.0 if self.juncs2file: iv2 = (iv2 + dget(intron + "_a", self.juncs2) + dget(intron + "_b", self.juncs2)) / 3.0 if iv1 == 0 and iv2 == 0: pass elif iv1 == 0: if iv2 >= self.thr: out.write("{}\t{}\t{}\t{}\t{}\t{}\n".format(gene, tx, intid, iv1, iv2, "+inf")) elif iv2 == 0: if iv1 >= self.thr: out.write("{}\t{}\t{}\t{}\t{}\t{}\n".format(gene, tx, intid, iv1, iv2, "-inf")) else: l2fc = math.log(iv2/iv1, 2) if abs(l2fc) > self.fc: out.write("{}\t{}\t{}\t{}\t{}\t{}\n".format(gene, tx, intid, iv1, iv2, l2fc)) if l2fc > 0: nup += 1 if l2fc > maxup: maxup = l2fc else: ndown += 1 if l2fc < maxdn: maxdn = l2fc return (nin, nup, ndown, maxup, maxdn) if __name__ == "__main__": PA = Params() PA.parseArgs(sys.argv[1:]) PA.readFiles() if PA.outfile: with open(PA.outfile, "w") as out: (nin, nup, ndown, maxup, maxdn) = PA.compare(out) else: (nin, nup, ndown, maxup, maxdn) = PA.compare(sys.stdout) sys.stderr.write("{}\t{}\t{}\t{}\t{}\n".format(nin, nup, ndown, maxup, maxdn))