table of contents
| Genome::Model::Tools::Music::Bmr::CalcWigCovg(3pm) | User Contributed Perl Documentation | Genome::Model::Tools::Music::Bmr::CalcWigCovg(3pm) |
EOS
); }
sub _doc_authors {
return " Cyriac Kandoth, Ph.D."; }
sub _doc_see_also {
return <<EOS genome-music-bmr(1), genome-music(1),
genome(1) EOS }
sub execute {
my $self = shift;
my $roi_file =
$self->roi_file;
my $ref_seq =
$self->reference_sequence;
my $wig_list =
$self->wig_list;
my $output_dir =
$self->output_dir;
# Check on all the input data before starting work
print STDERR "ROI file not found or is empty: $roi_file\n" unless( -s $roi_file );
print STDERR "Reference sequence file not found: $ref_seq\n" unless( -e $ref_seq );
print STDERR "List of WIGs not found or is empty: $wig_list\n" unless( -s $wig_list );
print STDERR "Output directory not found: $output_dir\n" unless( -e $output_dir );
return undef unless( -s $roi_file && -e $ref_seq && -s $wig_list && -e $output_dir );
# Outputs of this script will be written to these locations in the output directory
$output_dir =~ s/(\/)+$//; # Remove trailing forward slashes if any
my $roi_covg_dir = "$output_dir/roi_covgs"; # Stores output from calcRoiCovg per sample
my $gene_covg_dir = "$output_dir/gene_covgs"; # Stores per-gene coverages per sample
my $tot_covg_file = "$output_dir/total_covgs"; # Stores total coverages per sample
# If the reference sequence FASTA file hasn't been indexed, do it
my $ref_seq_idx = "$ref_seq.fai";
unless( -e $ref_seq_idx ) {
print "Reference fasta index not found. Creating one at: $ref_seq.fai\n";
system( "samtools faidx $ref_seq" ) or die "Failed to run samtools! $!\n";
}
# Create a temporary 0-based ROI BED-file that we can use with joinx, and also measure gene lengths
my %geneLen = ();
my $roi_bed = Genome::Sys->create_temp_file_path();
my $roiBedFh = IO::File->new( $roi_bed, ">" ) or die "Temporary ROI BED file could not be created. $!\n";
my $roiFh = IO::File->new( $roi_file ) or die "ROI file could not be opened. $!\n";
while( my $line = $roiFh->getline ) {
chomp( $line );
my ( $chr, $start, $stop, $gene ) = split( /\t/, $line );
--$start;
unless( $start >= 0 && $start < $stop ) {
print STDERR "Invalid ROI: $line\nPlease use 1-based loci and ensure that start <= stop\n";
return undef;
}
$geneLen{$gene} += ( $stop - $start );
$roiBedFh->print( "$chr\t$start\t$stop\t$gene\n" );
}
$roiFh->close;
$roiBedFh->close;
# Also create a merged BED file where overlapping ROIs are joined together into contiguous regions
# ::TODO:: Use joinx instead of mergeBed, because we'd rather add an in-house dependency
my $merged_roi_bed = Genome::Sys->create_temp_file_path();
system( "mergeBed -i $roi_bed | joinx sort -s - -o $merged_roi_bed" );# or die "Failed to run mergeBed or joinx!\n$roi_bed\n$merged_roi_bed\n $!\n";
# Create the output directories unless they already exist
mkdir $roi_covg_dir unless( -e $roi_covg_dir );
mkdir $gene_covg_dir unless( -e $gene_covg_dir );
# This is a file that will report the overall non-overlapping coverages per WIG
my $totCovgFh = IO::File->new( $tot_covg_file, ">" );
$totCovgFh->print( "#Sample\tCovered_Bases\tAT_Bases_Covered\tCG_Bases_Covered\tCpG_Bases_Covered\n" );
# Parse through each pair of WIG files provided and run calcRoiCovg as necessary
my $wigFh = IO::File->new( $wig_list );
while( my $line = $wigFh->getline ) {
next if( $line =~ m/^#/ );
chomp( $line );
my ( $sample, $wig_file ) = split( /\t/, $line );
$wig_file = '' unless( defined $wig_file );
print STDERR "Wiggle track format file for $sample not found: \"$wig_file\"\n" unless( -e $wig_file );
next unless( -e $wig_file );
# Use joinx to parse the WIG file and return per-ROI coverages of AT, CG (non-CpG), and CpG
system( "joinx wig2bed -Zc $wig_file | joinx sort -s | joinx intersect -F \"I A3\" $roi_bed - | joinx ref-stats - $ref_seq | cut -f 1-7 > $roi_covg_dir/$sample.covg" );# or die "Failed to run joinx to calculate per-gene coverages in $sample! $!\n";
# Read the joinx formatted coverage file and count covered bases per gene
my %geneCovg = ();
my $roiCovgFh = IO::File->new( "$roi_covg_dir/$sample.covg" );
while( my $line = $roiCovgFh->getline ) {
chomp( $line );
if( $line !~ m/^#/ ) {
my ( undef, undef, undef, $gene, $at_covd, $cg_covd, $cpg_covd ) = split( /\t/, $line );
$geneCovg{$gene}{covd} += ( $at_covd + $cg_covd + $cpg_covd );
$geneCovg{$gene}{at} += $at_covd;
$geneCovg{$gene}{cg} += $cg_covd;
$geneCovg{$gene}{cpg} += $cpg_covd;
}
}
$roiCovgFh->close;
# Write the per-gene coverages to a file named after this sample_name
my $geneCovgFh = IO::File->new( "$gene_covg_dir/$sample.covg", ">" );
$geneCovgFh->print( "#Gene\tLength\tCovered\tAT_covd\tCG_covd\tCpG_covd\n" );
foreach my $gene ( sort keys %geneLen ) {
if( defined $geneCovg{$gene} ) {
$geneCovgFh->print( join( "\t", $gene, $geneLen{$gene}, $geneCovg{$gene}{covd},
$geneCovg{$gene}{at}, $geneCovg{$gene}{cg}, $geneCovg{$gene}{cpg} ), "\n" );
}
else {
$geneCovgFh->print( "$gene\t" . $geneLen{$gene} . "\t0\t0\t0\t0\n" );
}
}
$geneCovgFh->close;
# Measure coverage stats on the merged ROI file, so that bps across the genome are not counted twice
my $merged_roi_bed_covg = Genome::Sys->create_temp_file_path();
system( "joinx wig2bed -Zc $wig_file | joinx sort -s | joinx intersect $merged_roi_bed - | joinx ref-stats - $ref_seq | cut -f 1-6 > $merged_roi_bed_covg" );# or die "Failed to run joinx to calculate overall coverages in $sample! $!\n";
# Read the joinx formatted coverage file and sum up the coverage stats per region
my ( $tot_covd, $tot_at_covd, $tot_cg_covg, $tot_cpg_covd );
my $totRoiCovgFh = IO::File->new( $merged_roi_bed_covg );
while( my $line = $totRoiCovgFh->getline ) {
chomp( $line );
if( $line !~ m/^#/ ) {
my ( $chr, $start, $stop, $at_covd, $cg_covd, $cpg_covd ) = split( /\t/, $line );
$tot_covd += ( $at_covd + $cg_covd + $cpg_covd );
$tot_at_covd += $at_covd;
$tot_cg_covg += $cg_covd;
$tot_cpg_covd += $cpg_covd;
}
}
$totRoiCovgFh->close;
$totCovgFh->print( "$sample\t$tot_covd\t$tot_at_covd\t$tot_cg_covg\t$tot_cpg_covd\n" );
}
$wigFh->close;
$totCovgFh->close;
return 1;
}
1;
| 2020-11-06 | perl v5.30.3 |