forked from Ensembl/VEP_plugins
-
Notifications
You must be signed in to change notification settings - Fork 0
/
ExACpLI.pm
134 lines (88 loc) · 3.39 KB
/
ExACpLI.pm
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
=head1 LICENSE
Copyright [1999-2015] Wellcome Trust Sanger Institute and the EMBL-European Bioinformatics Institute
Copyright [2016-2019] 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
=head1 NAME
ExACpLI - Add ExAC pLI to the VEP output
=head1 SYNOPSIS
mv ExACpLI.pm ~/.vep/Plugins
mv ExACpLI_values.txt ~/.vep/Plugins
./vep -i variants.vcf --plugin ExACpLI
=head1 DESCRIPTION
A VEP plugin that adds the probabililty of a gene 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 gene is loss-of-function (LoF) intolerant.
Note: the pLI was calculated using a representative transcript and
is reported by gene in the plugin.
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.
./vep -i variants.vcf --plugin ExACpLI,values_file.txt
=cut
package ExACpLI;
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{'ExACpLI.pm'};
$plugin_dir =~ s/ExACpLI\.pm//i;
$file = $plugin_dir.'/ExACpLI_values.txt';
}
die("ERROR: ExACpLI values file $file not found\n") unless $file && -e $file;
open my $fh, "<", $file;
my %scores;
while(<$fh>) {
chomp;
my ($gene, $score) = split;
next if $score eq 'pLI';
$scores{lc($gene)} = sprintf("%.2f", $score);
}
close $fh;
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 {
ExACpLI => "ExACpLI value 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)} ? { ExACpLI => $self->{scores}->{lc($symbol)}} : {};
}
1;