table of contents
| Genome::Model::Tools::Music::MutationRelation(3pm) | User Contributed Perl Documentation | Genome::Model::Tools::Music::MutationRelation(3pm) |
EOS
); }
sub _doc_authors {
return <<EOS
Nathan D. Dees, Ph.D.
Qunyuan Zhang, Ph.D. EOS }
sub execute {
# Parse input arguments
my $self = shift;
my $bam_list =
$self->bam_list;
my $maf_file =
$self->maf_file;
my $output_file =
$self->output_file;
my $gene_list =
$self->gene_list;
my $permutations =
$self->permutations;
my @all_sample_names; # names of all the samples, no
matter if it's mutated or not
my @genes_to_test; # the genes which will be tested
for relationships
my $skip_non_coding =
$self->skip_non_coding;
my $skip_silent =
$self->skip_silent;
# Parse out the names of the samples which should match the names in the MAF file
my $sampleFh = IO::File->new( $bam_list ) or die "Couldn't open $bam_list. $!\n";
my $line_count = 0;
while( my $line = $sampleFh->getline )
{
$line_count++;
next if ( $line =~ m/^#/ );
chomp( $line );
my ( $sample ) = split( /\t/, $line );
if ($sample) {
push( @all_sample_names, $sample );
} else {
warn("could not parse sample name from line $line_count of --bam_list");
}
}
$sampleFh->close;
# If user-specified, parse out the names of the genes that we are limiting our tests to
if( defined $gene_list )
{
my $geneFh = IO::File->new( $gene_list ) or die "Couldn't open $gene_list. $!\n";
while( my $line = $geneFh->getline )
{
next if ( $line =~ m/^#/ );
chomp( $line );
my ( $gene ) = split( /\t/, $line );
push( @genes_to_test, $gene );
}
$geneFh->close;
}
# Create sample-gene matrix
my $matrix_file = $self->create_sample_gene_matrix($maf_file, \@all_sample_names, \@genes_to_test, $skip_non_coding, $skip_silent);
# Perform mutation-relation test using R
my $R_cmd = "R --slave --args < " . __FILE__ . ".R $matrix_file $permutations $output_file";
print "$R_cmd\n";
WIFEXITED(system $R_cmd) or croak "Couldn't run: $R_cmd ($?)";
return(1);
}
sub create_sample_gene_matrix {
my $self = shift;
my ( $maf_file,
$all_sample_names_ref,
$genes_to_test_ref,
$skip_non_coding,
$skip_silent ) = @_;
my @all_sample_names = @{$all_sample_names_ref};
my @genes_to_test = @{$genes_to_test_ref};
# Create hash of mutations from the MAF file
my %mutations;
my %all_genes;
# Parse the MAF file
my $mafFh = IO::File->new( $maf_file ) or die "Couldn't open $maf_file. $!\n";
while( my $line = $mafFh->getline )
{
next if( $line =~ m/^(#|Hugo_Symbol)/ );
chomp $line;
my @cols = split( /\t/, $line );
my ( $gene, $mutation_class, $sample ) = ( $cols[0], $cols[8], $cols[15] );
# If the mutation classification is odd, quit with error
if( $mutation_class !~ m/^(Missense_Mutation|Nonsense_Mutation|Nonstop_Mutation|Splice_Site|Translation_Start_Site|Frame_Shift_Del|Frame_Shift_Ins|In_Frame_Del|In_Frame_Ins|Silent|Intron|RNA|3'Flank|3'UTR|5'Flank|5'UTR|IGR|Targeted_Region|De_novo_Start_InFrame|De_novo_Start_OutOfFrame)$/ )
{
print STDERR "Unrecognized Variant_Classification \"$mutation_class\" in MAF file for gene $gene\n";
print STDERR "Please use TCGA MAF Specification v2.3.\n";
return undef;
}
# If user wants, skip Silent mutations, or those in Introns, RNA, UTRs, Flanks, IGRs, or the ubiquitous Targeted_Region
if(( $skip_non_coding && $mutation_class =~ m/^(Intron|RNA|3'Flank|3'UTR|5'Flank|5'UTR|IGR|Targeted_Region)$/ ) ||
( $skip_silent && $mutation_class =~ m/^Silent$/ ))
{
print "Skipping $mutation_class mutation in gene $gene.\n";
next;
}
$all_genes{$gene}++;
$mutations{$sample}{$gene}++;
}
$mafFh->close;
# If the user specified a gene list, then check for genes that are not in the MAF
if( scalar( @genes_to_test ) > 0 )
{
for( my $i = 0; $i < scalar( @genes_to_test ); ++$i )
{
unless( defined $all_genes{$genes_to_test[$i]} )
{
print "Skipping ", $genes_to_test[$i], " from specified gene-list since it was not found in the MAF file\n";
splice( @genes_to_test, $i, 1 );
}
}
}
else
{
@genes_to_test = sort keys %all_genes;
}
# Write the input matrix to a file for use by the R code
my $matrix_file;
unless( $matrix_file = $self->mutation_matrix_file ) {
$matrix_file = Genome::Sys->create_temp_file_path();
}
my $matrix_fh = new IO::File $matrix_file,"w";
# Print input matrix file header
my $header = join("\t","Sample",@genes_to_test);
$matrix_fh->print("$header\n");
# Print mutation relation input matrix
for my $sample (sort @all_sample_names) {
$matrix_fh->print($sample);
for my $gene (@genes_to_test) {
if (exists $mutations{$sample}{$gene}) {
$matrix_fh->print("\t1");
}
else {
$matrix_fh->print("\t0");
}
}
$matrix_fh->print("\n");
}
return $matrix_file;
}
1;
| 2020-11-06 | perl v5.30.3 |