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GeneBe.pm
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GeneBe.pm
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=head1 LICENSE
Copyright [1999-2015] Wellcome Trust Sanger Institute and the EMBL-European Bioinformatics Institute
Copyright [2016-2024] 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
Piotr Stawinski <genebeambio@gmail.com>
=cut
=head1 NAME
GeneBe - ACMG automatic criteria assignment
=head1 SYNOPSIS
mv GeneBe.pm ~/.vep/Plugins
./vep -i variations.vcf --plugin GeneBe
=head1 DESCRIPTION
A user-contributed VEP plugin that retrieves automatic ACMG variant classification data from
https://genebe.net/
Please cite the GeneBe publication alongside the VEP if you use this resource:
https://onlinelibrary.wiley.com/doi/10.1111/cge.14516 .
Please be advised that the GeneBe API is freely accessible for academic purposes only, with a limited
number of queries per day, albeit at a high threshold. Kindly utilize this resource judiciously
to ensure its availability for others. For further information, please visit https://genebe.net/about/api.
=cut
package GeneBe;
use strict;
use warnings;
use JSON;
use Bio::EnsEMBL::Variation::Utils::BaseVepPlugin;
use Bio::EnsEMBL::Variation::Utils::Sequence qw(get_matched_variant_alleles);
use base qw(Bio::EnsEMBL::Variation::Utils::BaseVepPlugin);
sub version {
return '1.0';
}
sub feature_types {
return ['Transcript'];
}
sub get_header_info {
return {
GeneBe_ACMG_score => "ACMG score automatically assigned by GeneBe algorithm",
GeneBe_ACMG_classification => "ACMG classification automatically assigned by GeneBe algorithm",
GeneBe_ACMG_criteria => "ACMG criteria applied by GeneBe algorithm",
};
}
sub run {
my ($self, $tva) = @_;
$self->{has_cache} = 1;
my %hg_assembly = ( #'grch37' => 'hg19',
'grch38' => 'hg38' );
my $assembly = lc($self->{config}->{assembly});
# only works on human
die("ERROR: GeneBe ACMG plugin works only on human data") unless $self->{config}->{species} =~ /human|homo/i;
# only work on 1 human assembly right now
die("ERROR: GeneBe ACMG plugin works only on human assembly hg38 ".join(' and ', keys(%hg_assembly))) unless $hg_assembly{$assembly};
# get the VF object
my $vf = $tva->variation_feature;
my $transcript = $tva->transcript;
my $end = $vf->{end};
my $start = $vf->{start};
my $ref_allele = $vf->ref_allele_string;
my $alt_alleles = $tva->base_variation_feature->alt_alleles;
my $allele_number = $tva->{allele_number};
my $alt_allele = @$alt_alleles[$allele_number - 1];
return {} unless defined $vf;
my $feature = $vf;
# Convert LRG to chromosome system
if ( $feature->coord_system_name() eq "lrg" ) {
$feature = $vf->transform('chromosome');
unless ( $feature ) {
warn "Region $vf->{chr}:$vf->{start}_$vf->{end} not defined in " .
"chromosome coordinate system\n";
return {};
}
}
my $chr = $feature->slice->seq_region_name();
$chr =~ s/^chr//;
my $locus = sprintf 'chr%s-%s-%s-%s', $chr, $start, $ref_allele, $alt_allele;
# check the cache
if(!exists($self->{genebe_cache}->{$locus})) {
# Define the base URL of your API
my $base_url = 'https://api.genebe.net/cloud/api-public/v1/variant';
# Construct the URL with the variables
my $api_url = sprintf('%s?chr=%s&pos=%d&ref=%s&alt=%s&genome=hg38',
$base_url, $chr, $start, $ref_allele, $alt_allele);
# Execute curl command to make the HTTP request
my $curl_command = "curl --netrc -s -A GeneBe_VEP_plugin \"$api_url\"";
my $curl_output = `$curl_command`;
if($? == 0) {
# Decode the JSON response
my $json_response = decode_json($curl_output);
# Check if 'variants' array exists and has at least one element
if (exists $json_response->{variants} && @{$json_response->{variants}}) {
# Extract data from the first element
my $variant_data = $json_response->{variants}[0];
# Extract required values
my $acmg_score = $variant_data->{acmg_score} // '';
my $acmg_classification = $variant_data->{acmg_classification} // '';
my $acmg_criteria = $variant_data->{acmg_criteria} // '.';
$acmg_criteria = [ split /,/, $acmg_criteria ] if defined $acmg_criteria;
$self->{genebe_cache}->{$locus} = [$acmg_score, $acmg_classification, $acmg_criteria];
return {GeneBe_ACMG_score => $acmg_score, GeneBe_ACMG_classification => $acmg_classification, GeneBe_ACMG_criteria => $acmg_criteria };
}
}
}
else {
my $cached_data = $self->{genebe_cache}->{$locus};
my ($acmg_score, $acmg_classification, $acmg_criteria) = @$cached_data;
return {GeneBe_ACMG_score => $acmg_score, GeneBe_ACMG_classification => $acmg_classification, GeneBe_ACMG_criteria => $acmg_criteria };
}
return {};
}
1;