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=head1 LICENSE | ||
Copyright [1999-2015] Wellcome Trust Sanger Institute and the EMBL-European Bioinformatics Institute | ||
Copyright [2016-2017] 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 | ||
Please email comments or questions to the public Ensembl | ||
developers list at <http://lists.ensembl.org/mailman/listinfo/dev>. | ||
Questions may also be sent to the Ensembl help desk at | ||
<http://www.ensembl.org/Help/Contact>. | ||
=cut | ||
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=head1 NAME | ||
ExACpLI - Add ExAC pLI to the VEP output | ||
=head1 SYNOPSIS | ||
mv ExACpLI.pm ~/.vep/Plugins | ||
mv ExACpLI_values.txt ~/.vep/Plugins | ||
perl vep.pl -i variants.vcf --plugin ExACpLI | ||
=head1 DESCRIPTION | ||
A VEP plugin that adds the probabililty of being loss-of-function | ||
intolerant (pLI) to the VEP output. | ||
Lek et al. (2016) estimated pLI using the expectation-maximization | ||
(EM) algorithm and data from 60,706 individuals from | ||
ExAC (http://exac.broadinstitute.org/about). The closer pLI is to 1, | ||
the more likely the transcript is loss-of-function (LoF) intolerant. | ||
The data for the plugin is provided by Kaitlin Samocha and Daniel MacArthur. | ||
See https://www.ncbi.nlm.nih.gov/pubmed/27535533 for a description | ||
of the dataset and analysis. | ||
The ExACpLI_values.txt file is found alongside the plugin in the | ||
VEP_plugins GitHub repository. The file contains the fields gene and pLI | ||
extracted from the file at | ||
ftp://ftp.broadinstitute.org/pub/ExAC_release/release0.3/functional_gene_constraint/ | ||
fordist_cleaned_exac_r03_march16_z_pli_rec_null_data.txt | ||
To use another values file, add it as a parameter i.e. | ||
perl vep.pl -i variants.vcf --plugin ExACpLI,values_file.txt | ||
=cut | ||
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package ExACpLI; | ||
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use strict; | ||
use warnings; | ||
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use DBI; | ||
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use base qw(Bio::EnsEMBL::Variation::Utils::BaseVepPlugin); | ||
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sub new { | ||
my $class = shift; | ||
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my $self = $class->SUPER::new(@_); | ||
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my $file = $self->params->[0]; | ||
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if(!$file) { | ||
my $plugin_dir = $INC{'ExACpLI.pm'}; | ||
$plugin_dir =~ s/ExACpLI\.pm//i; | ||
$file = $plugin_dir.'/ExACpLI_values.txt'; | ||
} | ||
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die("ERROR: ExACpLI values file $file not found\n") unless $file && -e $file; | ||
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open my $fh, "<", $file; | ||
my %scores; | ||
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while(<$fh>) { | ||
chomp; | ||
my ($gene, $score) = split; | ||
next if $score eq 'pLI'; | ||
$scores{lc($gene)} = sprintf("%.2f", $score); | ||
} | ||
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close $fh; | ||
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die("ERROR: No scores read from $file\n") unless scalar keys %scores; | ||
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$self->{scores} = \%scores; | ||
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return $self; | ||
} | ||
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sub feature_types { | ||
return ['Transcript']; | ||
} | ||
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sub get_header_info { | ||
return { | ||
ExACpLI => "ExACpLI value for gene" | ||
}; | ||
} | ||
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sub run { | ||
my $self = shift; | ||
my $tva = shift; | ||
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my $symbol = $tva->transcript->{_gene_symbol} || $tva->transcript->{_gene_hgnc}; | ||
return {} unless $symbol; | ||
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return $self->{scores}->{lc($symbol)} ? { ExACpLI => $self->{scores}->{lc($symbol)}} : {}; | ||
} | ||
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1; | ||
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