https://github.com/Gregor-Mendel-Institute/RKP2021-CMT3
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Tip revision: 89d7e2ea78af1969bb161640baed09296ed2485f authored by Papareddy on 23 April 2021, 11:18:44 UTC
Update README.md
Tip revision: 89d7e2e
macs2_merged_expand.py
#!/usr/bin/env python

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## Created on June 29th 2018 to annotate merged peaks
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import os
import errno
import argparse

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## PARSE ARGUMENTS
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Description = 'Add sample boolean files and aggregate columns from merged MACS narrow or broad peak file.'
Epilog = """Example usage: python macs2_merged_expand.py <MERGED_INTERVAL_FILE> <SAMPLE_NAME_LIST> <OUTFILE> --is_narrow_peak --min_replicates 1"""

argParser = argparse.ArgumentParser(description=Description, epilog=Epilog)

## REQUIRED PARAMETERS
argParser.add_argument('MERGED_INTERVAL_FILE', help="Merged MACS2 interval file created using linux sort and mergeBed.")
argParser.add_argument('SAMPLE_NAME_LIST', help="Comma-separated list of sample names as named in individual MACS2 broadPeak/narrowPeak output file e.g. SAMPLE_R1 for SAMPLE_R1_peak_1.")
argParser.add_argument('OUTFILE', help="Full path to output directory.")

## OPTIONAL PARAMETERS
argParser.add_argument('-in', '--is_narrow_peak', dest="IS_NARROW_PEAK", help="Whether merged interval file was generated from narrow or broad peak files (default: False).",action='store_true')
argParser.add_argument('-mr', '--min_replicates', type=int, dest="MIN_REPLICATES", default=1, help="Minumum number of replicates per sample required to contribute to merged peak (default: 1).")
args = argParser.parse_args()

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## HELPER FUNCTIONS
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def makedir(path):

    if not len(path) == 0:
        try:
            os.makedirs(path)
        except OSError as exception:
            if exception.errno != errno.EEXIST:
                raise

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## MAIN FUNCTION
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## MergedIntervalTxtFile is file created using commands below:
## 1) broadPeak
## sort -k1,1 -k2,2n <MACS_BROADPEAK_FILES_LIST> | mergeBed -c 2,3,4,5,6,7,8,9 -o collapse,collapse,collapse,collapse,collapse,collapse,collapse,collapse > merged_peaks.txt
## 2) narrowPeak
## sort -k1,1 -k2,2n <MACS_NARROWPEAK_FILE_LIST> | mergeBed -c 2,3,4,5,6,7,8,9,10 -o collapse,collapse,collapse,collapse,collapse,collapse,collapse,collapse,collapse > merged_peaks.txt

def macs2_merged_expand(MergedIntervalTxtFile,SampleNameList,OutFile,isNarrow=False,minReplicates=1):

    makedir(os.path.dirname(OutFile))

    combFreqDict = {}
    totalOutIntervals = 0
    SampleNameList = sorted(SampleNameList)
    fin = open(MergedIntervalTxtFile,'r')
    fout = open(OutFile,'w')
    oFields = ['chr','start','end','interval_id','num_peaks','num_samples'] + [x+'.bool' for x in SampleNameList] + [x+'.fc' for x in SampleNameList] + [x+'.qval' for x in SampleNameList] + [x+'.pval' for x in SampleNameList] + [x+'.start' for x in SampleNameList] + [x+'.end' for x in SampleNameList]
    if isNarrow:
        oFields += [x+'.summit' for x in SampleNameList]
    fout.write('\t'.join(oFields) + '\n')
    while True:
        line = fin.readline()
        if line:
            lspl = line.strip().split('\t')

            chromID = lspl[0]; mstart = int(lspl[1]); mend = int(lspl[2]);
            starts = [int(x) for x in lspl[3].split(',')]; ends = [int(x) for x in lspl[4].split(',')]
            names = lspl[5].split(','); fcs = [float(x) for x in lspl[8].split(',')]
            pvals = [float(x) for x in lspl[9].split(',')]; qvals = [float(x) for x in lspl[10].split(',')]
            summits = []
            if isNarrow:
                summits = [int(x) for x in lspl[11].split(',')]

            ## GROUP SAMPLES BY REMOVING TRAILING *_R*
            groupDict = {}
            for sID in ['_'.join(x.split('_')[:-2]) for x in names]:
                gID = '_'.join(sID.split('_')[:-1])
                if gID not in groupDict:
                    groupDict[gID] = []
                if sID not in groupDict[gID]:
                    groupDict[gID].append(sID)

            ## GET SAMPLES THAT PASS REPLICATE THRESHOLD
            passRepThreshList = []
            for gID,sIDs in groupDict.items():
                if len(sIDs) >= minReplicates:
                    passRepThreshList += sIDs

            ## GET VALUES FROM INDIVIDUAL PEAK SETS
            fcDict = {}; qvalDict = {}; pvalDict = {}; startDict = {}; endDict = {}; summitDict = {}
            for idx in range(len(names)):
                sample = '_'.join(names[idx].split('_')[:-2])
                if sample in passRepThreshList:
                    if sample not in fcDict:
                        fcDict[sample] = []
                    fcDict[sample].append(str(fcs[idx]))
                    if sample not in qvalDict:
                        qvalDict[sample] = []
                    qvalDict[sample].append(str(qvals[idx]))
                    if sample not in pvalDict:
                        pvalDict[sample] = []
                    pvalDict[sample].append(str(pvals[idx]))
                    if sample not in startDict:
                        startDict[sample] = []
                    startDict[sample].append(str(starts[idx]))
                    if sample not in endDict:
                        endDict[sample] = []
                    endDict[sample].append(str(ends[idx]))
                    if isNarrow:
                        if sample not in summitDict:
                            summitDict[sample] = []
                        summitDict[sample].append(str(summits[idx]))

            samples = sorted(fcDict.keys())
            if samples != []:
                numSamples = len(samples)
                boolList  = ['TRUE' if x in samples else 'FALSE' for x in SampleNameList]
                fcList = [';'.join(fcDict[x]) if x in samples else 'NA' for x in SampleNameList]
                qvalList = [';'.join(qvalDict[x]) if x in samples else 'NA' for x in SampleNameList]
                pvalList = [';'.join(pvalDict[x]) if x in samples else 'NA' for x in SampleNameList]
                startList = [';'.join(startDict[x]) if x in samples else 'NA' for x in SampleNameList]
                endList = [';'.join(endDict[x]) if x in samples else 'NA' for x in SampleNameList]
                oList = [str(x) for x in [chromID,mstart,mend,'Interval_'+str(totalOutIntervals+1),len(names),numSamples]+boolList+fcList+qvalList+pvalList+startList+endList]
                if isNarrow:
                    oList += [';'.join(summitDict[x]) if x in samples else 'NA' for x in SampleNameList]
                fout.write('\t'.join(oList) + '\n')

                tsamples = tuple(sorted(samples))
                if tsamples not in combFreqDict:
                    combFreqDict[tsamples] = 0
                combFreqDict[tsamples] += 1
                totalOutIntervals += 1

        else:
            fin.close()
            fout.close()
            break

    ## WRITE FILE FOR INTERVAL INTERSECT ACROSS SAMPLES.
    ## COMPATIBLE WITH UPSETR PACKAGE.
    fout = open(OutFile[:-4]+'.intersect.txt','w')
    combFreqItems = sorted([(combFreqDict[x],x) for x in combFreqDict.keys()],reverse=True)
    for k,v in combFreqItems:
        fout.write('%s\t%s\n' % ('&'.join(v),k))
    fout.close()

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## RUN FUNCTION
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macs2_merged_expand(MergedIntervalTxtFile=args.MERGED_INTERVAL_FILE,SampleNameList=args.SAMPLE_NAME_LIST.split(','),OutFile=args.OUTFILE,isNarrow=args.IS_NARROW_PEAK,minReplicates=args.MIN_REPLICATES)

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