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LoFtool.pm
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LoFtool.pm
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=head1 LICENSE
Copyright [1999-2015] Wellcome Trust Sanger Institute and the EMBL-European Bioinformatics Institute
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
=head1 CONTACT
William McLaren <[email protected]>
=cut
=head1 NAME
LoFtool
=head1 SYNOPSIS
mv LoFtool.pm ~/.vep/Plugins
mv LoFtool_scores.txt ~/.vep/Plugins
perl variant_effect_predictor.pl -i variants.vcf --plugin LoFtool
=head1 DESCRIPTION
Add LoFtool scores to the VEP output.
LoFtool provides a rank of genic intolerance and consequent
susceptibility to disease based on the ratio of Loss-of-function (LoF)
to synonymous mutations for each gene in 60,706 individuals from ExAC,
adjusting for the gene de novo mutation rate and evolutionary protein
conservation. The lower the LoFtool gene score percentile the most
intolerant is the gene to functional variation. Manuscript in
preparation (please contact Dr. Joao Fadista - [email protected]).
The authors would like to thank the Exome Aggregation Consortium and
the groups that provided exome variant data for comparison. A full
list of contributing groups can be found at http://exac.broadinstitute.org/about.
The LoFtool_scores.txt file is found alongside the plugin in the
VEP_plugins GitHub repo.
To use another scores file, add it as a parameter i.e.
perl variant_effect_predictor.pl -i variants.vcf --plugin LoFtool,scores_file.txt
=cut
package LoFtool;
use strict;
use warnings;
use DBI;
use base qw(Bio::EnsEMBL::Variation::Utils::BaseVepPlugin);
sub new {
my $class = shift;
my $self = $class->SUPER::new(@_);
my $file = $self->params->[0];
if(!$file) {
my $plugin_dir = $INC{'LoFtool.pm'};
$plugin_dir =~ s/LoFtool\.pm//i;
$file = $plugin_dir.'/LoFtool_scores.txt';
}
die("ERROR: LoFtool scores file $file not found\n") unless $file && -e $file;
open IN, $file;
my %scores;
while(<IN>) {
chomp;
my ($gene, $score) = split;
next if $score eq 'LoFtool_percentile';
$scores{lc($gene)} = sprintf("%g", $score);
}
close IN;
die("ERROR: No scores read from $file\n") unless scalar keys %scores;
$self->{scores} = \%scores;
return $self;
}
sub feature_types {
return ['Transcript'];
}
sub get_header_info {
return {
LoFtool => "LoFtool score for gene"
};
}
sub run {
my $self = shift;
my $tva = shift;
my $symbol = $tva->transcript->{_gene_symbol} || $tva->transcript->{_gene_hgnc};
return {} unless $symbol;
return $self->{scores}->{lc($symbol)} ? { LoFtool => $self->{scores}->{lc($symbol)}} : {};
}
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