package NGS::VEP; # wrapper around Ensembl Variant Effect Predictor stand-alone script; # http://www.ensembl.org/info/docs/variation/vep/vep_script.html use Moo; use IO::All; use IO::File; use Text::CSV; use Data::Dumper; use FindBin qw($Bin); # warn $Bin; use MooX::Types::MooseLike::Base qw(:all); use NGS::MooX::Types qw(HashReference); use NGS::DB; # required to be passed on object contruction: has src_data => ( is => 'ro', isa => Str, required => 1 ); has form_opts => ( is => 'ro', isa => HashReference, required => 1 ); # called internally by result(): has ref_table => ( is => 'lazy' ); # _build_ref_table() my %text_csv_args = ( sep_char => "\t", binary => 1 ); # global args for Text::CSV # location of variable_effect_predictor script: my $vep_script = "$Bin/../script/variant_effect_predictor.pl"; #=============================================================================== sub result { my $self = shift; # warn Dumper $self->database; my $data = $self->_text_csv_slurp(); # warn Dumper $data; # arrayref # get reference table: my $ref_table = $self->ref_table; # warn Dumper $reference; # create vep file for variant_effect_predictor.pl my $vep_file = "$Bin/../results.vep"; io($vep_file)->unlink if -e ($vep_file); # clear previous my @vep_fields = qw(chromosome start_point end_point allele strand exon); my %vep_data; # will hold ref data for merging with VEP script output my $i; # will hold total count of 'accepted' rows ROW: for my $row (@$data) { # cols = ref_seq, base/variant, status, .... next ROW unless lc $row->[2] eq 'accepted'; # 3rd col is status field $i++; # increment 'accepted' row counter my $exon = $row->[0]; # warn $exon; # get data from reference table, or next record: my $ref = $ref_table->{$exon}; # warn Dumper $ref; if (! $ref) { warn "no ref table entry for $exon"; next ROW; } my $chromosome = $ref->{chromosome}; # split 2nd col to get location & variant (eg 136:A/T, 26-27:TG/--) my ($location, $allele) = split ':', $row->[1]; # warn Dumper [$location, $allele]; # define initial start & end point as ref table start position minus 1: my $start_point = my $end_point = $ref->{start_base} - 1; # if location > 1 base (eg 26-27, 134-137 , etc): if ( $location =~ /(\d+)-(\d+)/ ) { # warn $location; # eg 26-27 my $span = $2 - $1; # eg 26-27 will give span = 1 $start_point += $1; # start location (26 in above example) $end_point = $start_point + $span; } else { $end_point = $start_point += $location; } { # manipulate exon name to provide unique ID for vep input # eg TET2 exon 4 [891], TET2 exon 4 [1031], etc: $exon =~ s/\s/%%/g; # vep can't deal with spaces in any col $exon .= '%%[' . $location . ']'; # exon + location gives unique ID } { # data structure for vep script input file: my %h = ( chromosome => $chromosome, start_point => $start_point, end_point => $end_point, allele => $allele, strand => '+', # required 5th col in VEP file exon => $exon, # unique identifier eg "TET2 exon 4 [891]" ); # warn Dumper \%h; # append to vep script input file: my $line = join "\t", @h{@vep_fields}; io($vep_file)->append($line . "\n"); { # data for use with vep output (use chr:start_location as unique ID): # vep returns eg 2:12345 or 2:12345-12347 in 'Location' col my $base_num = ( $start_point == $end_point ) ? $start_point # eg 2:12345 : $start_point .'-'. $end_point; # eg 2:12345-12347 my $unique_id = join ':', $chromosome, $base_num; $vep_data{$unique_id} = \%h; } } } # warn Dumper \%vep_data; my $result = $self->_run_vep(\%vep_data); # hashref of data & orphaned rows $result->{row_count} = $i; # add row count of accepted rows return $result; } #------------------------------------------------------------------------------- sub _run_vep { my ($self, $src_data) = @_; # HoH "chr:start" => (start_point, end_point, allele, etc) my @results; # to hold tab-delimited results array from vep output # load opts from vep.ini + user-selected options to augment: my @opts = ( "-config=$Bin/../script/vep.ini" ); my $user_opts = $self->_get_form_options; push @opts, @$user_opts; # open pipe to vep script (input = $vep_file; output = stdout): open my $fh, "-|", $vep_script, @opts; while ( my $line = readline($fh) ) { # warn $line; push @results, $line; } # warn Dumper \@results; my @input_fields = qw(exon chromosome start_point end_point allele); my @data; # to hold composite of vep input & vep output my %seen; # running tally of vep inputs with 1 or more results for (@results) { next if /^#/; # skip comment lines my @cols = split /\t/; my $chr_location = $cols[1]; # in same format as %$src_data key (eg 2:123456) if ( my $ref = $src_data->{$chr_location} ) { # capture vep cols: consequence, amino_acids, existing_variation, extra: my @output_data = @cols[6,10,12,13]; push @data, [ @{$ref}{@input_fields}, @output_data ]; # combine data $seen{$chr_location}++; # vep input file has at least one result } else { warn $_ } # no match in src file } # has no vep result: my @orphans = sort by_chr_location map $src_data->{$_}, grep { ! $seen{$_} } keys %$src_data; return { data => \@data, orphans => \@orphans } } #------------------------------------------------------------------------------- sub _get_form_options { # user submitted opts (eg sift, polyphen, etc) my $self = shift; my $params = $self->form_opts; # warn Dumper $form_opts; my @opts; # polyphen & sift take args (s, p or b) push @opts, '--polyphen=' . $params->{polyphen} if $params->{polyphen}; push @opts, '--sift=' . $params->{sift} if $params->{sift}; # check_existing, regulatory & coding_only take no args: for ( qw/check_existing coding_only regulatory/ ) { push @opts, "--$_" if $params->{$_}; } # warn Dumper \@opts; return \@opts; } #------------------------------------------------------------------------------- sub by_chr_location { # alphanumeric sort on chromosome 1-22, X, and start_point return ( # 1st sort on chromosome, then start_point: ( $a->{chromosome} !~ /^\d+/ || $b->{chromosome} !~ /^\d+/ ) ? $a->{chromosome} cmp $b->{chromosome} # non-digit eg X : $a->{chromosome} <=> $b->{chromosome} # digit eg 1 - 22 ) || $a->{start_point} <=> $b->{start_point}; } #------------------------------------------------------------------------------- # extract tab-delimited data from csv source file: sub _text_csv_slurp { my $self = shift; my $data = $self->src_data; # string my $csv = Text::CSV->new(\%text_csv_args); my @results; for ( split "\n", $data ) { # warn $_; if ( $csv->parse($_) ) { my @row = $csv->fields(); push @results, \@row; } } return \@results; } #------------------------------------------------------------------------------- # get reference table as hashref of gene => { chromosome, start_base }: sub _build_ref_table { my $self = shift; my $db = NGS::DB->new(); # warn $db->dbix; my $ref_tbl = $db->dbix->select('ref_seq', '*') ->map_hashes('gene'); # warn Dumper $ref_tbl; return $ref_tbl; } =begin _build_ref_table() from ref.csv my $ref = "$Bin/../ref.csv"; my $io = new IO::File; open( $io, '<', $ref ) || die $!; my $csv = Text::CSV->new(\%text_csv_args); my %h; while ( my $row = $csv->getline( $io ) ) { my ($ref_seq, $chr, $start) = @$row; $h{$ref_seq} = { chromosome => $chr, start_base => $start, }; } # warn Dumper \%h; return \%h; =cut 1;