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#!/usr/bin/perl
#
# read in a file with inter-gene dependencies and
# create clusters without inter-cluster dependencies
# optionally split transcript-based files to smaller chunks
#
# Mario Stanke, 18.9.2009, mstanke@gwdg.de
use strict;
use Getopt::Long;
use FileHandle;
my $help = 0;
my $verbose = 0;
my $genefile;
my $genesprefix;
my $mapfile;
my $mapprefix;
my $seqfile;
my $clusterfile;
my $quantfile;
my $thresh = 10;
my $maxclustersize = 50;
my $chunksize = 3000;
my $numC = 0;
my $txformat = 0;
my $numClusterChunks = 0;
my $usage = "$0 -- read in a file with inter-gene dependencies and create clusters without\n";
$usage .= "inter-cluster dependencies. Optionally split transcript-based files to smaller chunks\n";
$usage .= "\n";
$usage .= "Usage: $0 < commonfile\n";
$usage .= "Options\n";
$usage .= " --verbose \n";
$usage .= " -t threshold: minimal number of dependencies between two genes\n";
$usage .= " in order to force them into same cluster (default: $thresh)\n";
$usage .= " --txformat commonfile holds transcript ids instead of gene ids\n";
$usage .= " the mapping given by the --genes file is used to map transcript ids to gene ids\n";
$usage .= " --chunksize=n number of genes per chunk (default: $chunksize)\n";
$usage .= " --genes=genes.gtf gene set in GTF format that is split accoring to clustering\n";
$usage .= " --genesprefix=s prefix for GTF output, can include directory (default: value of --genes)\n";
$usage .= " --filtermap=ali.psl \n";
$usage .= " --mapprefix=s prefix for short alignment output (default: value of --filtermap)\n";
#$usage .= " --mrna=mrna.fa \n";
$usage .= " --clusters=s output file with clusters \n";
$usage .= " --maxclustersize=n maximal size of cluster (default: $maxclustersize)\n";
GetOptions(
'help!'=>\$help,
'verbose!'=>\$verbose,
'txformat!'=>\$txformat,
'genes=s'=>\$genefile,
'genesprefix:s'=>\$genesprefix,
'clusters:s'=>\$clusterfile,
't:n'=>\$thresh,
'maxclustersize:n'=>\$maxclustersize,
'chunksize:n'=>\$chunksize,
'filtermap=s'=>\$mapfile,
'mapprefix:s'=>\$mapprefix,
'mrna=s'=>\$seqfile);
if ($help) {
print "$usage";
exit(0);
}
$genesprefix = $genefile if (!defined($genesprefix));
my %deppairs = (); # keys seqnameAseqnameB (lexicographic)
# values: multiplicities
my %cbyg = (); # keys: geneid, values: clusters
my %clusters = ();
# cluster: list of geneids
my %geneByTxid = (); # keys: transcript ids, values gene ids
#
# read assignment from txids to gene ids
#
if (defined($genefile) || $txformat){
die ("No --genes specified but option --txformat. No tx2gene mapping given.\n") if (!defined($genefile));
open (GENE, "<$genefile") or die ("Could not open $genefile.");
my ($geneid, $txid, $line);
while (<GENE>){
$line = $_;
if ($line =~ /gene_id."([^"]+)"/){
$geneid = $1;
# assign gene to transcript id
if ($line =~ /transcript_id."([^"]+)"/){
$txid = $1;
if (defined($geneByTxid{$txid}) && ($geneid ne $geneByTxid{$txid})){
die ("Transcript $txid was previously assigned to $geneid, now to $geneByTxid{$txid}.\n" .
"First offending line:\n$line");
}
$geneByTxid{$txid} = $geneid;
}
}
}
close GENE;
}
# parse dependency pairs
while(<>){
chomp;
my @f = split /\s+/;
shift @f; # ignore query name
if ($txformat) {
@f = map{$geneByTxid{$_}} @f; # map txids to gene ids
# make result list unique
my %seen = ();
@f = grep { ! $seen{$_} ++ } @f;
}
next if (@f<2); # single gene, no clustering necessary
for (my $i=0; $i<@f;$i++){
$cbyg{$f[$i]} = [$f[$i]] if (!defined($cbyg{$f[$i]})); # initialize cluster with single gene
for (my $j=$i+1; $j<@f;$j++){
if ($f[$i] < $f[$j]){
$deppairs{"$f[$i] <=> $f[$j]"}++;
} else {
$deppairs{"$f[$j] <=> $f[$i]"}++;
}
}
}
}
# create clusters
foreach my $pair (sort {$deppairs{$b} <=> $deppairs{$a}} keys %deppairs){ # sort by decreasign number of observations of pair
next if $deppairs{$pair} < $thresh;
# join the two clusters if not already joined
my ($g1, $g2) = split / <=> /, $pair;
my ($c1, $c2) = ($cbyg{$g1}, $cbyg{$g2});
if ($c1 != $c2 && @{$c1} + @{$c2} < $maxclustersize){
# join clusters
push @{$c1}, @{$c2};
foreach my $g (@$c2){
$cbyg{$g} = $c1;
}
}
}
foreach my $g (keys %cbyg){
if (@{$cbyg{$g}} < 2){
delete $cbyg{$g} ;
next;
}
$clusters{$cbyg{$g}} = $cbyg{$g} if (!defined($clusters{$cbyg{$g}}));
}
# print clusters
if (defined($clusterfile)){
open (CLUSTER, ">$clusterfile") or die ("Could not open $clusterfile for writing.");
foreach my $cref (keys %clusters){
print CLUSTER "" . join("\t", @{$clusters{$cref}}) . "\n";
}
close (CLUSTER);
}
# make chunks from clusters
my %chunkbyc = (); # keys: clusterrefs
my %chunkbyg = (); # keys: geneids
my $ng = 0;
foreach my $cref (keys %clusters){
if ($numC == 0 || $ng > $chunksize/3){ # make chunks from clusers only one third full, they are harder to process later
$ng = 0;
$numC++;
}
$chunkbyc{$cref} = $numC;
$ng += scalar(@{$clusters{$cref}});
}
$numClusterChunks = $numC;
print "Creating $numClusterChunks chunks with clusters.\n" if ($verbose);
# now split input files into chunks
if (defined($genefile)){
my $chunkid = 1;
my $warnMissing = 0;
$ng = 0;
my ($line,$geneid, $txid);
my @fhs = (); # file handles, one for each chunk
open (GENE, "<$genefile") or die ("Could not open $genefile.");
while (<GENE>){
next if (/^#/);
$line = $_;
if ($line =~ /gene_id."([^"]+)"/){
$geneid = $1;
} else {
next; #die ("Could not find gene id in the following line:\n$line\n");
}
if (defined($cbyg{$geneid})){
$chunkid = $chunkbyc{$cbyg{$geneid}};
} elsif (defined($chunkbyg{$geneid})) {
$chunkid = $chunkbyg{$geneid};
} else {
if ($numC == $numClusterChunks || $ng >= $chunksize){
$ng = 0;
$numC++;
}
$chunkid = $chunkbyg{$geneid} = $numC;
$ng += 1;
}
if (!defined($fhs[$chunkid])){
my $fh = FileHandle->new(">$genesprefix$chunkid");
$fhs[$chunkid] = $fh;
}
my $fh = $fhs[$chunkid];
print $fh $line;
}
close (GENE);
my $i=0;
foreach my $fh (@fhs){
if (defined($fh)){
$fh->close;
} else {
if (!$warnMissing && $fh != $fhs[0]){ # 0th element does not exist
print STDERR "Warning: Not all clusters have genes. If you used transcript names in commonfile\n";
print STDERR "then invoke with --txformat flag.\n";
$warnMissing = 1;
}
}
}
# split map file into chunks
@fhs = ();
if (defined($mapfile)){
open (MAP, "<$mapfile") or die ("Could not open $mapfile.");
while (<MAP>){
$line = $_;
my @f = split /\t/, $line;
$txid = $f[1];
die ("Transcript $txid has not been assigned a gene id\n") if (!defined($geneByTxid{$txid}));
$geneid = $geneByTxid{$txid};
if (defined($cbyg{$geneid})){
$chunkid = $chunkbyc{$cbyg{$geneid}};
} elsif (defined($chunkbyg{$geneid})) {
$chunkid = $chunkbyg{$geneid};
} else {
next; # only consider reads mapped to transcripts in GTF
}
if (!defined($fhs[$chunkid])){
my $fh = FileHandle->new(">$mapprefix$chunkid");
$fhs[$chunkid] = $fh;
}
my $fh = $fhs[$chunkid];
print $fh $line;
}
}
close (MAP);
foreach my $fh (@fhs){
$fh->close if (defined($fh));
}
}
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