# $Id: PairwiseStatistics.pm 16123 2009-09-17 12:57:27Z cjfields $ # # BioPerl module for Bio::Align::PairwiseStatistics # # Please direct questions and support issues to # # Cared for by Jason Stajich # # Copyright Jason Stajich # # You may distribute this module under the same terms as perl itself # POD documentation - main docs before the code =head1 NAME Bio::Align::PairwiseStatistics - Base statistic object for Pairwise Alignments =head1 SYNOPSIS use strict; my $stats = Bio::Align::PairwiseStatistics->new(); # get alignment object of two sequences somehow my $pwaln; print $stats->number_of_comparable_bases($pwaln); my $score = $stats->score_nuc($pwaln); =head1 DESCRIPTION Calculate pairwise statistics. =head1 FEEDBACK =head2 Mailing Lists User feedback is an integral part of the evolution of this and other Bioperl modules. Send your comments and suggestions preferably to the Bioperl mailing list. Your participation is much appreciated. bioperl-l@bioperl.org - General discussion http://bioperl.org/wiki/Mailing_lists - About the mailing lists =head2 Support Please direct usage questions or support issues to the mailing list: I rather than to the module maintainer directly. Many experienced and reponsive experts will be able look at the problem and quickly address it. Please include a thorough description of the problem with code and data examples if at all possible. =head2 Reporting Bugs Report bugs to the Bioperl bug tracking system to help us keep track of the bugs and their resolution. Bug reports can be submitted via the web: http://bugzilla.open-bio.org/ =head1 AUTHOR - Jason Stajich Email jason-at-bioperl-dot-org =head1 APPENDIX The rest of the documentation details each of the object methods. Internal methods are usually preceded with a _ =cut # Let the code begin... package Bio::Align::PairwiseStatistics; use vars qw($GapChars); use strict; BEGIN { $GapChars = '(\.|\-)'; } use base qw(Bio::Root::Root Bio::Align::StatisticsI); =head2 number_of_comparable_bases Title : number_of_comparable_bases Usage : my $bases = $stat->number_of_comparable_bases($aln); Function: Returns the count of the number of bases that can be compared (L) in this alignment ( length - gaps) Returns : integer Args : L =cut sub number_of_comparable_bases{ my ($self,$aln) = @_; if ( ! defined $aln || ! $aln->isa('Bio::Align::AlignI') ) { $self->throw("Must provide a Bio::Align::AlignI compliant object to ". "Bio::Align::PairwiseStatistics"); return 0; } elsif ( $aln->num_sequences != 2 ) { $self->throw("Only pairwise calculations supported. Found ". $aln->num_sequences." sequences in alignment\n"); } my $L = $aln->length - $self->number_of_gaps($aln); return $L; } =head2 number_of_differences Title : number_of_differences Usage : my $nd = $stat->number_of_distances($aln); Function: Returns the number of differences between two sequences Returns : integer Args : L =cut sub number_of_differences{ my ($self,$aln) = @_; if( ! defined $aln || ! $aln->isa('Bio::Align::AlignI') ) { $self->throw("Must provide a Bio::Align::AlignI compliant object to ". "Bio::Align::PairwiseStatistics"); } elsif ( $aln->num_sequences != 2 ) { $self->throw("Only pairwise calculations supported. Found ". $aln->num_sequences." sequences in alignment\n"); } my (@seqs); foreach my $seq ( $aln->each_seq ) { push @seqs, [ split(//,$seq->seq())]; } my $firstseq = shift @seqs; #my $secondseq = shift @seqs; my $diffcount = 0; for (my $i = 0;$i<$aln->length; $i++ ) { next if ( $firstseq->[$i] =~ /^$GapChars$/ ); foreach my $seq ( @seqs ) { next if ( $seq->[$i] =~ /^$GapChars$/ ); if( $firstseq->[$i] ne $seq->[$i] ) { $diffcount++; } } } return $diffcount; } =head2 number_of_gaps Title : number_of_gaps Usage : my $nd = $stat->number_of_gaps($aln); Function: Returns the number of gapped positions among sequences in alignment Returns : integer Args : L =cut sub number_of_gaps{ my ($self,$aln) = @_; if ( ! defined $aln || ! $aln->isa('Bio::Align::AlignI') ) { $self->throw("Must provide a Bio::Align::AlignI compliant object to ". "Bio::Align::PairwiseStatistics"); } elsif ( $aln->num_sequences != 2 ) { $self->throw("Only pairwise calculations supported. Found ". $aln->num_sequences." sequences in alignment\n"); } my $gapline = $aln->gap_line; # this will count the number of '-' characters return $gapline =~ tr/-/-/; } =head2 score_nuc Title : score_nuc Usage : my $score = $stat->score_nuc($aln); or my $score = $stat->score_nuc( -aln =>$aln, -match => 1, -mismatch => -1, -gap_open => -1, -gap_ext => -1 ); Function: Calculate the score of an alignment of 2 nucleic acid sequences. The scoring parameters can be specified. Otherwise the blastn default parameters are used: match = 2, mismatch = -3, gap opening = -5, gap extension = -2 Returns : alignment score (number) Args : L match score [optional] mismatch score [optional] gap opening score [optional] gap extension score [optional] =cut sub score_nuc { my ($self, @args) = @_; my ( $aln, $match, $mismatch, $gap_open, $gap_ext) = $self->_rearrange( [qw( ALN MATCH MISMATCH GAP_OPEN GAP_EXT)], @args ); if ( ! defined $aln || ! $aln->isa('Bio::Align::AlignI') ) { $self->throw("Must provide a Bio::Align::AlignI compliant object to ". "Bio::Align::PairwiseStatistics"); } elsif ( $aln->num_sequences != 2 ) { $self->throw("Only pairwise calculations supported. Found ". $aln->num_sequences." sequences in alignment\n"); } my $seq1 = $aln->get_seq_by_pos(1); my $seq2 = $aln->get_seq_by_pos(2); if (! ( ($seq1->alphabet eq 'dna' || $seq1->alphabet eq 'rna') && ($seq2->alphabet eq 'dna' || $seq2->alphabet eq 'rna') )) { $self->throw("Can only score nucleic acid alignments"); } $match ||= 2; # Blastn scoring defaults $mismatch ||= -3; $gap_open ||= -5; $gap_ext ||= -2; my $score = 0; my $prevres1 = '-'; my $prevres2 = '-'; for (my $pos = 1 ; $pos <= $aln->length ; $pos++) { my $res1 = $seq1->subseq($pos, $pos); my $res2 = $seq2->subseq($pos, $pos); if (!($res1 eq '-' || $res2 eq '-')) { # no gap if ($res1 eq $res2) { # same residue $score += $match; } else { # other residue $score += $mismatch; } } else { # open or ext gap? my $open = 0; if (!($res1 eq '-' && $res2 eq '-')) { # exactly one gap my $prevres = $prevres1; $prevres = $prevres2 if $res2 eq '-'; $open = 1 unless $prevres eq '-'; } else { # 2 gaps $open = 1 unless $prevres1 eq '-' && $prevres2 eq '-'; } if ($open) { $score += $gap_open; # gap opening } else { $score += $gap_ext; # gap extension } } $prevres1 = $res1; $prevres2 = $res2; } return $score; } 1;