https://github.com/STAR-Fusion/STAR-Fusion
Tip revision: 59a87fdce99b5dcf4645046fbd3cbd67c524dbd9 authored by Brian Haas on 20 July 2017, 13:41:25 UTC
FI update
FI update
Tip revision: 59a87fd
STAR-Fusion
#!/usr/bin/env perl
# contributed by Brian Haas, Broad Institute, 2015
use strict;
use warnings;
use Carp;
use Cwd;
use FindBin;
use lib ("$FindBin::Bin/PerlLib");
use Pipeliner;
use Set::IntervalTree;
use File::Basename;
use Process_cmd;
use Getopt::Long qw(:config posix_default no_ignore_case bundling pass_through);
my $VERSION = "0.8.0";
my $BASEDIR = "$FindBin::Bin";
my $UTILDIR = "$BASEDIR/util";
## Options
my $output_dir = "STAR-Fusion_outdir";
my $out_prefix = "star-fusion";
my $chimeric_junction_file;
my $help_flag;
my $MIN_NOVEL_JUNCTION_SUPPORT = 3;
my $MIN_ALT_PCT_JUNCTION = 10.0;
my $AGGREGATE_NOVEL_JUNCTION_DIST = 5;
my $Evalue = 1e-3;
my $tmpdir = "/tmp";
my $verbose_level = 2;
my $MIN_JUNCTION_READS = 1;
my $MIN_SUM_FRAGS = 2;
my $MAX_PROMISCUITY = 3; # perhaps a poor choice of words, but still a best fit IMHO.
my $genome_lib_dir;
my $CPU = 4;
my $REQUIRE_LDAS = 1;
my $STAR_MAX_MATE_DIST = 100000;
my $usage = <<__EOUSAGE__;
###################################################################################
#
# Required:
#
# To include running STAR:
#
# --left_fq <string> left.fq file (or single.fq)
#
# --right_fq <string> right.fq file (actually optional, but highly recommended)
#
# Or use output from earlier STAR run:
#
# --chimeric_junction|J <string> Chimeric.out.junction file
#
#
# --genome_lib_dir <string> directory containing genome lib (see http://STAR-Fusion.github.io)
#
# --output_dir|O <string> output directory (default: $output_dir)
#
#
#
# Optional:
#
# --annotate annotate fusions based on known cancer fusions and those found in normal tissues
#
# --examine_coding_effect explore impact of fusions on coding sequences
#
# --extract_fusion_reads retrieves the fusion supporting reads from the fastq files
#
# --FusionInspector <inspect|validate> include FusionInspector, options:
# 'inspect' - considers only StarFusion-identified fusion reads in context of identified fusions (fast)
# 'validate' - examines all reads, recovers evidence, computes fusion allele fractions (slow)
#
# --denovo_reconstruct attempt to reconstruct fusion transcripts using de novo assembly (requires --FusionInspector)
#
# --CPU <int> number of threads for running STAR (default: $CPU)
#
# --min_junction_reads <int> minimum number of junction-spanning reads required. Default: $MIN_JUNCTION_READS
#
# --min_sum_frags <int> minimum fusion support = ( # junction_reads + # spanning_frags ) Default: $MIN_SUM_FRAGS
#
# --require_LDAS 0|1 require long double anchor support for split reads
# when no spanning frags are found (default: 1)
#
# --max_promiscuity <int> maximum number of partners allowed for a given fusion. Default: $MAX_PROMISCUITY
#
#
# --min_novel_junction_support <int> default: $MIN_NOVEL_JUNCTION_SUPPORT (minimum of $MIN_NOVEL_JUNCTION_SUPPORT junction reads required if breakpoint
# lacks involvement of only reference junctions)
#
# --min_alt_pct_junction <float> default: $MIN_ALT_PCT_JUNCTION ($MIN_ALT_PCT_JUNCTION % of the dominant isoform junction support)
#
# --aggregate_novel_junction_dist <int> default: $AGGREGATE_NOVEL_JUNCTION_DIST (non-ref junctions within $AGGREGATE_NOVEL_JUNCTION_DIST are merged into single calls)
#
# -E <float> E-value threshold for blast searches (default: 0.001)
#
# --tmpdir <string> file for temporary files (default: /tmp)
#
# --verbose_level <int> verbosity (default: $verbose_level, max=2)
#
# --no_filter do not filter predictions.
#
# --STAR_use_shared_memory use shared memory among multiple processes for the STAR alignment step
# # note, when this option is used, twopass mode is disabled, as it's incompatible w/ shared mem.
# ** (when all your jobs are done, be sure to run: 'STAR --genomeLoad Remove' to unload it) **
#
# --STAR_max_mate_dist <int> maximum distance between mates (also used for the maximum intron length value) default: $STAR_MAX_MATE_DIST
#
# --version report version ($VERSION)
#
###################################################################################
__EOUSAGE__
;
my $no_filter = 0;
my $left_fq_filename = "";
my $right_fq_filename = "";
my $chimeric_out_junctions_file = "";
my $REPORT_VERSION = 0;
my $USE_SHARED_MEMORY = 0;
my $EXTRACT_FUSION_READS = 0;
my $FUSIONINSPECTOR_MODE = 0;
my $DENOVO_RECONSTRUCT = 0;
my $ANNOTATE = 0;
my $EXAMINE_CODING_EFFECT = 0;
&GetOptions ( 'help|h' => \$help_flag,
'left_fq=s' => \$left_fq_filename,
'right_fq=s' => \$right_fq_filename,
'chimeric_junction|J=s' => \$chimeric_out_junctions_file,
'min_junction_reads=i' => \$MIN_JUNCTION_READS,
'min_sum_frags=i' => \$MIN_SUM_FRAGS,
'max_promiscuity=i' => \$MAX_PROMISCUITY,
'require_LDAS=i' => \$REQUIRE_LDAS,
'min_novel_junction_support=i' => \$MIN_NOVEL_JUNCTION_SUPPORT,
'min_alt_pct_junction=f' => \$MIN_ALT_PCT_JUNCTION,
'aggregate_novel_junction_dist=i' => \$AGGREGATE_NOVEL_JUNCTION_DIST,
'output_dir|O=s' => \$output_dir,
'E=f' => \$Evalue,
'tmpdir=s' => \$tmpdir,
'verbose_level=i' => \$verbose_level,
'annotate' => \$ANNOTATE,
'examine_coding_effect' => \$EXAMINE_CODING_EFFECT,
'no_filter' => \$no_filter,
'genome_lib_dir=s' => \$genome_lib_dir,
'version' => \$REPORT_VERSION,
'CPU=i' => \$CPU,
'STAR_use_shared_memory' => \$USE_SHARED_MEMORY,
'STAR_MAX_MATE_DIST=i' => \$STAR_MAX_MATE_DIST,
'extract_fusion_reads' => \$EXTRACT_FUSION_READS,
'FusionInspector=s' => \$FUSIONINSPECTOR_MODE,
'denovo_reconstruct' => \$DENOVO_RECONSTRUCT,
);
if ($help_flag) {
die $usage;
}
if ($REPORT_VERSION) {
print "\n\nSTAR-Fusion version: $VERSION\n\n";
exit(0);
}
unless ( ($left_fq_filename || $chimeric_out_junctions_file) && $genome_lib_dir) {
die $usage;
}
if ($FUSIONINSPECTOR_MODE) {
unless ($FUSIONINSPECTOR_MODE =~ /^(inspect|validate)$/) {
die "Error, --FusionInspector option can be 'inspect' or 'validate', [$FUSIONINSPECTOR_MODE] not recognized ";
}
$EXTRACT_FUSION_READS = 1; # just in case.
}
if ($EXTRACT_FUSION_READS) {
unless ($left_fq_filename) {
die "Error, need --left_fq (and --right_fq for PE reads) set with --FusionInspector or --extract_fusion_reads ";
}
}
if ($DENOVO_RECONSTRUCT && ! $FUSIONINSPECTOR_MODE) {
die "Error, --denovo_reconstruct requires that you employ --FusionInspector ";
}
if (@ARGV) {
die "Error, don't understand arguments: [@ARGV] ";
}
unless (-d $genome_lib_dir) {
die "Error, cannot locate genome_lib_dir: $genome_lib_dir";
}
main: {
$output_dir = &ensure_full_path($output_dir);
$genome_lib_dir = &ensure_full_path($genome_lib_dir);
$left_fq_filename = &ensure_full_path($left_fq_filename) if $left_fq_filename;
$right_fq_filename = &ensure_full_path($right_fq_filename) if $right_fq_filename;
$chimeric_out_junctions_file = &ensure_full_path($chimeric_out_junctions_file) if $chimeric_out_junctions_file;
unless (-d $output_dir) {
&process_cmd("mkdir -p $output_dir");
}
chdir $output_dir or die "Error, cannot cd to $output_dir";
my $checkpoints_dir = "$output_dir/_starF_checkpoints";
unless (-d $checkpoints_dir) {
&process_cmd("mkdir -p $checkpoints_dir");
}
my $preliminary_outdir = "$output_dir/star-fusion.preliminary";
unless (-d $preliminary_outdir) {
&process_cmd("mkdir -p $preliminary_outdir");
}
if ($out_prefix =~ m|/$|) {
# not allowing to end as a directory, must be a filename
die "Error, --out_prefix must be a file name and not a directory name, although you can include directories in the path to the file name to be created.";
}
my $out_prefix_basename = basename($out_prefix);
my $pipeliner = new Pipeliner(-verbose => $verbose_level);
unless ($chimeric_out_junctions_file) {
$chimeric_out_junctions_file = "Chimeric.out.junction";
my $star_index_dir = "$genome_lib_dir/ref_genome.fa.star.idx";
unless (-d $star_index_dir) {
die "Error, cannot locate star index at $star_index_dir";
}
## run STAR to align reads:
my $cmd = "STAR --genomeDir $star_index_dir "
. " --readFilesIn $left_fq_filename $right_fq_filename "
. " --outReadsUnmapped None "
. " --chimSegmentMin 12 "
. " --chimJunctionOverhangMin 12 "
. " --alignSJDBoverhangMin 10 "
. " --alignMatesGapMax $STAR_MAX_MATE_DIST "
. " --alignIntronMax $STAR_MAX_MATE_DIST "
. " --chimSegmentReadGapMax 3 "
. " --alignSJstitchMismatchNmax 5 -1 5 5 " #which allows for up to 5 mismatches for non-canonical GC/AG, and AT/AC junctions, and any number of mismatches for canonical junctions (the default values 0 -1 0 0 replicate the old behavior (from AlexD)
. " --runThreadN $CPU"
. " --limitBAMsortRAM 31532137230 "
. " --outSAMstrandField intronMotif "
. " --outSAMtype BAM SortedByCoordinate ";
if ($USE_SHARED_MEMORY) {
$cmd .= " --genomeLoad LoadAndKeep ";
}
else {
# note, twopassMode is incompatible with shared memory (--genomeLoad LoadAndKeep)
$cmd .= " --twopassMode Basic ";
}
if ($left_fq_filename =~ /\.gz$/) {
$cmd .= " --readFilesCommand zcat ";
}
$pipeliner->add_commands(Command->new($cmd, "$checkpoints_dir/star.ok"));
}
## predict fusions
my $cmd = "$UTILDIR/STAR-Fusion.predict "
. " -J $chimeric_out_junctions_file "
. " --genome_lib_dir $genome_lib_dir "
. " --min_junction_reads $MIN_JUNCTION_READS "
. " --min_sum_frags $MIN_SUM_FRAGS "
. " --min_novel_junction_support $MIN_NOVEL_JUNCTION_SUPPORT "
. " -O $preliminary_outdir/$out_prefix ";
$pipeliner->add_commands(new Command($cmd, "$checkpoints_dir/$out_prefix.STAR-Fusion.predict.ok"));
my $predicted_fusions_file = "$preliminary_outdir/$out_prefix.fusion_candidates.preliminary";
## add breakpoint / splice junction info
my $predicted_fusions_with_splice_info = "$predicted_fusions_file.wSpliceInfo";
$cmd = "$UTILDIR/append_breakpoint_junction_info.pl $predicted_fusions_file $genome_lib_dir > $predicted_fusions_with_splice_info";
$pipeliner->add_commands(new Command($cmd, "$checkpoints_dir/predicted_fusions_with_splice_info.ok"));
my $prelim_fusion_file = $predicted_fusions_with_splice_info;
unless ($no_filter) {
## filter fusions
$cmd = "$UTILDIR/STAR-Fusion.filter "
. " --fusion_preds $predicted_fusions_with_splice_info "
. " -E $Evalue "
. " --tmpdir $tmpdir "
. " --min_junction_reads $MIN_JUNCTION_READS "
. " --min_sum_frags $MIN_SUM_FRAGS "
. " --require_LDAS $REQUIRE_LDAS "
. " --max_promiscuity $MAX_PROMISCUITY "
. " --min_novel_junction_support $MIN_NOVEL_JUNCTION_SUPPORT "
. " --min_alt_pct_junction $MIN_ALT_PCT_JUNCTION "
. " --aggregate_novel_junction_dist $AGGREGATE_NOVEL_JUNCTION_DIST "
. " --genome_lib_dir $genome_lib_dir "
. " --out_prefix $preliminary_outdir/$out_prefix";
$pipeliner->add_commands(new Command($cmd, "$checkpoints_dir/STAR-Fusion.filter.ok"));
$prelim_fusion_file = "$preliminary_outdir/$out_prefix.fusion_candidates.preliminary.filtered";
}
if ($left_fq_filename) {
## convert vals to FFPM
$cmd = "$UTILDIR/incorporate_FFPM_into_final_report.pl $left_fq_filename $prelim_fusion_file > $prelim_fusion_file.FFPM";
$pipeliner->add_commands(new Command($cmd, "$checkpoints_dir/FFPM.ok") );
$prelim_fusion_file = "$prelim_fusion_file.FFPM";
}
# generate final fusion prediction output files:
my $final_output_fusions = "$out_prefix.fusion_predictions.tsv";
$pipeliner->add_commands(new Command("cp $prelim_fusion_file $final_output_fusions", "$checkpoints_dir/cp_final.ok"));
## make abridged versions:
my $abridged_final_output = $final_output_fusions;
$abridged_final_output =~ s/\.tsv$/.abridged.tsv/;
$pipeliner->add_commands(new Command("$UTILDIR/column_exclusions.pl $final_output_fusions JunctionReads,SpanningFrags > $abridged_final_output", "$checkpoints_dir/abridged_final"));
if ($ANNOTATE) {
## annotate fusions.
my $annotated_fusions_filename = $abridged_final_output;
$annotated_fusions_filename =~ s/\.tsv$/.annotated.tsv/;
$cmd = "$BASEDIR/FusionAnnotator/FusionAnnotator --genome_lib_dir $genome_lib_dir --annotate $abridged_final_output > $annotated_fusions_filename";
$pipeliner->add_commands(new Command($cmd, "$checkpoints_dir/fusion_annotator.ok"));
$abridged_final_output = $annotated_fusions_filename;
}
if ($EXAMINE_CODING_EFFECT) {
my $coding_eff_filename = $abridged_final_output;
$coding_eff_filename =~ s/\.tsv$/.coding_effect.tsv/;
$cmd = "$BASEDIR/FusionAnnotator/util/fusion_to_coding_region_effect.pl --fusions $abridged_final_output --genome_lib_dir $genome_lib_dir > $coding_eff_filename";
$pipeliner->add_commands(new Command($cmd, "$checkpoints_dir/coding_eff.ok"));
$abridged_final_output = $coding_eff_filename;
}
if ($EXTRACT_FUSION_READS) {
my $cmd = "$UTILDIR/get_FUSION_EVIDENCE_fastqs.pl --fusions $out_prefix.fusion_predictions.tsv --output_prefix $out_prefix --left_fq $left_fq_filename";
if ($right_fq_filename) {
$cmd .= " --right_fq $right_fq_filename";
}
$pipeliner->add_commands(new Command($cmd, "$checkpoints_dir/extract_fusion_reads.ok"));
}
$pipeliner->run();
if ($no_filter) {
print STDERR "\n\n *** Note: --no_filtering in effect, so outputs have not been filtered for likely false positives.\n";
print STDERR "\n\tSee output: $predicted_fusions_with_splice_info\n\n";
}
else {
print STDERR "\n\n\t* STAR-Fusion complete. See output: $out_prefix.fusion_candidates.final (or .abridged version)\n\n\n";
}
if ($FUSIONINSPECTOR_MODE) {
my $FI_outdir = "$output_dir/FusionInspector";
my $FI_cmd = "";
if ($FUSIONINSPECTOR_MODE eq 'inspect') {
## use the extracted fusion evidence reads
my $FI_left_fq = "$out_prefix.fusion_evidence_reads_1.fq";
$FI_cmd = "$BASEDIR/FusionInspector/FusionInspector --fusions $abridged_final_output "
. " --out_prefix finspector --min_junction_reads $MIN_JUNCTION_READS --min_novel_junction_support $MIN_NOVEL_JUNCTION_SUPPORT "
. " --prep_for_IGV --max_promiscuity $MAX_PROMISCUITY --out_dir $FI_outdir "
. " --genome_lib_dir $genome_lib_dir --only_fusion_reads --fusion_contigs_only "
. " --left_fq $FI_left_fq";
if ($right_fq_filename) {
my $FI_right_fq = "$out_prefix.fusion_evidence_reads_2.fq";
$FI_cmd .= " --right_fq $FI_right_fq ";
}
$pipeliner->add_commands(new Command($cmd, "_fi_inspect.ok"));
}
else {
# validate mode
# use all original reads.
$FI_cmd = "$BASEDIR/FusionInspector/FusionInspector --fusions $abridged_final_output "
. " --out_prefix finspector --min_junction_reads $MIN_JUNCTION_READS --min_novel_junction_support $MIN_NOVEL_JUNCTION_SUPPORT "
. " --prep_for_IGV --max_promiscuity $MAX_PROMISCUITY --out_dir $FI_outdir "
. " --genome_lib_dir $genome_lib_dir "
. " --left_fq $left_fq_filename";
if ($right_fq_filename) {
$FI_cmd .= " --right_fq $right_fq_filename ";
}
}
if ($DENOVO_RECONSTRUCT) {
$FI_cmd .= " --include_Trinity ";
}
if ($ANNOTATE) {
$FI_cmd .= " --annotate ";
}
if ($EXAMINE_CODING_EFFECT) {
$FI_cmd .= " --examine_coding_effect ";
}
$pipeliner->add_commands(new Command($FI_cmd, "_fi_${FUSIONINSPECTOR_MODE}_" . length($FI_cmd) . ".ok"));
$pipeliner->run();
}
exit(0);
}
####
sub missing_required_program_installed {
my (@required_progs) = @_;
my $missing = 0;
foreach my $prog (@required_progs) {
my $path = `which $prog`;
chomp $path;
unless ($path && $path =~ /\w/) {
$missing++;
print STDERR "Error, cannot locate required program: $prog\n";
}
else {
print STDERR "-found prog $prog at $path\n";
}
}
return($missing);
}