Mercurial > repos > dvanzessen > vep_emc
view dir_plugins/Conservation.pm @ 10:f594c6bed58f draft default tip
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| author | dvanzessen |
|---|---|
| date | Tue, 21 Apr 2020 11:40:19 +0000 |
| parents | e545d0a25ffe |
| children |
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=head1 LICENSE Copyright [1999-2015] Wellcome Trust Sanger Institute and the EMBL-European Bioinformatics Institute Copyright [2016-2018] 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 Ensembl <http://www.ensembl.org/info/about/contact/index.html> =cut =head1 NAME Conservation =head1 SYNOPSIS mv Conservation.pm ~/.vep/Plugins ./vep -i variations.vcf --plugin Conservation,GERP_CONSERVATION_SCORE,mammals =head1 DESCRIPTION This is a plugin for the Ensembl Variant Effect Predictor (VEP) that retrieves a conservation score from the Ensembl Compara databases for variant positions. You can specify the method link type and species sets as command line options, the default is to fetch GERP scores from the EPO 35 way mammalian alignment (please refer to the Compara documentation for more details of available analyses). If a variant affects multiple nucleotides the average score for the position will be returned, and for insertions the average score of the 2 flanking bases will be returned. The plugin requires the ensembl-compara API module to be installed; see http://www.ensembl.org/info/docs/api/index.html =cut package Conservation; use strict; use warnings; use Bio::EnsEMBL::Registry; use Bio::EnsEMBL::Slice; use base qw(Bio::EnsEMBL::Variation::Utils::BaseVepPlugin); sub version { return '2.3'; } sub feature_types { return ['Feature','Intergenic']; } sub get_header_info { my $self = shift; return { Conservation => "The conservation score for this site (method_link_type=\"". $self->{method_link_type}."\", species_set=\"".$self->{species_set}."\")", }; } sub new { my $class = shift; my $self = $class->SUPER::new(@_); my $params = $self->params; # REST API passes 1 as first param shift @$params if $params->[0] && $params->[0] eq '1'; $self->{method_link_type} = $params->[0] || 'GERP_CONSERVATION_SCORE'; $self->{species_set} = $params->[1] || 'mammals'; my $config = $self->{config}; my $reg = 'Bio::EnsEMBL::Registry'; # reconnect to DB without species param if($config->{host}) { $reg->load_registry_from_db( -host => $config->{host}, -user => $config->{user}, -pass => $config->{password}, -port => $config->{port}, -db_version => $config->{db_version}, -no_cache => $config->{no_slice_cache}, ); } my $mlss_adap = $config->{mlssa} ||= $reg->get_adaptor('Multi', 'compara', 'MethodLinkSpeciesSet') or die "Failed to connect to compara database\n"; $self->{mlss} = $mlss_adap->fetch_by_method_link_type_species_set_name($self->{method_link_type}, $self->{species_set}) or die "Failed to fetch MLSS for ".$self->{method_link_type}." and ".$self->{species_set}."\n"; $self->{cs_adap} = $config->{cosa} ||= $reg->get_adaptor('Multi', 'compara', 'ConservationScore') or die "Failed to fetch conservation adaptor\n"; return $self; } sub run { my ($self, $bvfoa) = @_; my $bvf = $bvfoa->base_variation_feature; # we cache the score on the BaseVariationFeature so we don't have to # fetch it multiple times if this variant overlaps multiple Features unless (exists $bvf->{_conservation_score}) { my $slice; my $true_snp = 0; if ($bvf->{end} >= $bvf->{start}) { if ($bvf->{start} == $bvf->{end}) { # work around a bug in the compara API that means you can't fetch # conservation scores for 1bp slices by creating a 2bp slice for # SNPs and then ignoring the score returned for the second position my $s = $bvf->slice; $slice = Bio::EnsEMBL::Slice->new( -seq_region_name => $s->seq_region_name, -seq_region_length => $s->seq_region_length, -coord_system => $s->coord_system, -start => $bvf->{start}, -end => $bvf->{end} + 1, -strand => $bvf->{strand}, -adaptor => $s->adaptor ); $true_snp = 1; } else { # otherwise, just get a slice that covers our variant feature $slice = $bvf->feature_Slice; } } else { # this is an insertion, we return the average score of the flanking # bases, so we create a 2bp slice around the insertion site my $s = $bvf->slice; $slice = Bio::EnsEMBL::Slice->new( -seq_region_name => $s->seq_region_name, -seq_region_length => $s->seq_region_length, -coord_system => $s->coord_system, -start => $bvf->{end}, -end => $bvf->{start}, -strand => $bvf->{strand}, -adaptor => $s->adaptor ); } my $scores = $self->{cs_adap}->fetch_all_by_MethodLinkSpeciesSet_Slice( $self->{mlss}, # our MLSS for the conservation metric and the set of species $slice, # our slice ($slice->end - $slice->start + 1), # the number of scores we want back (one for each base) ); if (@$scores > 0) { # we use the simple average of the diff_scores as the overall score pop @$scores if $true_snp; # get rid of our spurious second score for SNPs if (@$scores > 0) { my $tot_score = 0; $tot_score += $_->diff_score for @$scores; $tot_score /= @$scores; $bvf->{_conservation_score} = sprintf "%.3f", $tot_score; } else { $bvf->{_conservation_score} = undef; } } else { $bvf->{_conservation_score} = undef; } } if (defined $bvf->{_conservation_score}) { return { Conservation => $bvf->{_conservation_score} }; } else { return {}; } } 1;
