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add MPC plugin
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William McLaren committed Jun 30, 2017
1 parent cdc8664 commit 6a2d92c
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135 changes: 135 additions & 0 deletions MPC.pm
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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
Will McLaren <wm2@ebi.ac.uk>
=cut

=head1 NAME
MPC
=head1 SYNOPSIS
mv MPC.pm ~/.vep/Plugins
./vep -i variations.vcf --plugin MPC,fordist_constraint_official_mpc_values.txt.gz
=head1 DESCRIPTION
A VEP plugin that retrieves MPC scores for variants from a tabix-indexed MPC data file.
MPC is a missense deleteriousness metric based on the analysis of genic regions
depleted of missense mutations in the Exome Agggregation Consortium (ExAC) data.
The MPC score is the product of work by Kaitlin Samocha (ks20@sanger.ac.uk).
Publication currently in pre-print: Samocha et al bioRxiv 2017 (TBD)
The MPC score file is available to download from:
ftp://ftp.broadinstitute.org/pub/ExAC_release/release1/regional_missense_constraint/
The data are currently mapped to GRCh37 only. Not all transcripts are included; see
README in the above directory for exclusion criteria.
=cut

package MPC;

use strict;
use warnings;

use Bio::EnsEMBL::Utils::Sequence qw(reverse_comp);

use Bio::EnsEMBL::Variation::Utils::BaseVepTabixPlugin;

use base qw(Bio::EnsEMBL::Variation::Utils::BaseVepTabixPlugin);

my %INCLUDE_SO = map {$_ => 1} qw(missense_variant stop_lost stop_gained start_lost);

sub new {
my $class = shift;

my $self = $class->SUPER::new(@_);

$self->expand_left(0);
$self->expand_right(0);

$self->get_user_params();

return $self;
}

sub feature_types {
return ['Transcript'];
}

sub get_header_info {
return { MPC => 'MPC score' };
}

sub run {
my ($self, $tva) = @_;

# only for missense variants
return {} unless grep {$INCLUDE_SO{$_->SO_term}} @{$tva->get_all_OverlapConsequences};

my $vf = $tva->variation_feature;

return {} unless $vf->{start} eq $vf->{end};

# get allele, reverse comp if needed
my $allele = $tva->variation_feature_seq;
reverse_comp(\$allele) if $vf->{strand} < 0;

return {} unless $allele =~ /^[ACGT]$/;

# get transcript stable ID
my $tr_id = $tva->transcript->stable_id;

my ($res) = grep {
$_->{pos} == $vf->{start} &&
$_->{alt} eq $allele &&
$_->{tr} eq $tr_id
} @{$self->get_data($vf->{chr}, $vf->{start}, $vf->{end})};

return $res ? { MPC => $res->{MPC} } : {};
}

sub parse_data {
my ($self, $line) = @_;

my @split = split /\t/, $line;

return {
pos => $split[1],
alt => $split[3],
tr => $split[5],
MPC => $split[-1],
};
}

sub get_start {
return $_[1]->{pos};
}

sub get_end {
return $_[1]->{pos};
}

1;
18 changes: 18 additions & 0 deletions plugin_config.txt
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Expand Up @@ -437,6 +437,24 @@ my $VEP_PLUGIN_CONFIG = {
]
},

# MPC
# Requires fordist_constraint_official_mpc_values.txt.gz data file
{
"key" => "MPC",
"helptip" => "MPC is a missense deleteriousness metric based on the analysis of genic regions depleted of missense mutations in ExAC",
"available" => 0,
"enabled" => 0,
"section" => "Pathogenicity predictions",
"plugin_url" => "https://raw.githubusercontent.com/Ensembl/VEP_plugins/release/90/MPC.pm",
"requires_data" => 1,
"species" => [
"homo_sapiens"
],
"params" => [
# "/path/to/fordist_constraint_official_mpc_values.txt.gz"
]
},



## SPLICING PREDICTIONS
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