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package Bio::Graphics::Browser2::Realign; |
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=head1 NAME |
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Bio::Graphics::Browser2::Realign - Perl extension for Smith-Waterman alignments |
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=head1 SYNOPSIS |
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use Bio::Graphics::Browser2::Realign 'align'; |
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my ($top,$middle,$bottom) = align('gattttttc','gattttccc'); |
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print join "\n",$top,$middle,$bottom,"\n"; |
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# produces: |
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gatttttt--c |
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|||||| | |
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gatttt--ccc |
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=head1 DESCRIPTION |
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This is a helper utility used by gbrowse to produce global alignments. |
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It uses slow Smith-Waterman, so is only appropriate for short segments |
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that are mostly aligned already. |
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It can be speeded up significantly by compiling |
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Bio::Graphics::Browser2::CAlign, an XS extension. To do this, build |
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gbrowse with the DO_XS=1 option: |
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cd Generic-Genome-Browser |
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perl Makefile.PL DO_XS=1 |
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=head2 METHODS |
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=over 4 |
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=cut |
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# file: Sequence/Alignment.pm |
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use strict; |
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use Carp; |
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use vars '@DEFAULTS'; |
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use constant DEBUG=>0; |
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use vars qw(@ISA @EXPORT @EXPORT_OK); |
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require Exporter; |
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@ISA = 'Exporter'; |
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@EXPORT = (); |
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@EXPORT_OK = qw(align align_segs); |
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# The default scoring matrix introduces a penalty of -2 for opening |
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# a gap in the sequence, but no penalty for extending an already opened |
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# gap. A nucleotide mismatch has a penalty of -1, and a match has a |
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# positive score of +1. An ambiguous nucleotide ("N") can match |
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# anything with no penalty. |
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use constant DEFAULT_MATRIX => { 'wildcard_match' => 0, |
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'match' => 1, |
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'mismatch' => -1, |
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'gap' => -2, |
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'gap_extend' => 0, |
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'wildcard' => 'N', |
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}; |
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use constant SCORE => 0; |
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use constant EVENT => 1; |
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use constant EXTEND => 0; |
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use constant GAP_SRC => 1; |
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use constant GAP_TGT => 2; |
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my @EVENTS = qw(extend gap_src gap_tgt); |
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=item $aligner = Bio::Graphics::Browser2::Realign->new($src,$target [,\%matrix]) |
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The new() method takes two the two sequence strings to be aligned and |
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an optional weight matrix. Legal weight matrix keys and their default |
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values are shown here: |
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Key name Default Description |
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-------- ------- ----------- |
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match 1 Award one point for an exact match. |
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mismatch -1 Penalize one point for a mismatch. |
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wildcard_match 0 No penalty for a match to a wildcard (e.g. "n"). |
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gap -1 Penalize one point to create a gap. |
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gap_extend 0 No penalty for extending an existing gap. |
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wildcard 'N' The wildcard character. |
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The alignment algorithm is run when new() is called. |
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=cut |
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# Construct a new alignment object. May be time consuming. |
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sub new { |
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my ($class,$src,$tgt,$matrix) = @_; |
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croak 'Usage: Realign->new($src,$tgt [,\%matrix])' |
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unless $src && $tgt; |
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my $self = bless { |
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src => $src, |
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target => $tgt, |
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matrix => $matrix || {}, |
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},$class; |
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my $implementor = $class; |
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if (eval {require Bio::Graphics::Browser2::CAlign}) { |
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$implementor = 'Bio::Graphics::Browser2::CAlign'; |
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} |
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my ($score,$alignment) = $implementor->_do_alignment($src,$tgt,$self->{matrix}); |
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$self->{score} = $score; |
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$self->{alignment} = $alignment; |
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return $self; |
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} |
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=item $score = $aligner->score |
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Return the score from the alignment. |
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=cut |
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# return the score of the aligned region |
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sub score { return shift()->{'score'}; } |
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=item $start = $aligner->start |
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Return the start of the aligned region, in source sequence |
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coordinates. |
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127
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=cut |
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129
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# return the start of the aligned region |
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sub start { |
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return shift()->{'alignment'}->[0]; |
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} |
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=item $end = $aligner->end |
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Return the end of the aligned region, in source sequence |
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coordinates. |
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139
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=cut |
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# return the end of the aligned region |
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sub end { |
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my $alignment = shift()->{'alignment'}; |
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return $alignment->[$#$alignment]; |
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} |
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=item $arrayref = $aligner->alignment |
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Return an arrayref representing the alignment. The array will be |
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exactly as long as the source sequence. Its indexes correspond to |
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positions on the source sequence, and its values correspond to |
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positions on the target sequence. An unaligned base is indicated as |
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undef. Indexes are zero-based. |
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For example, this alignment: |
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157
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gatttttt--c |
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|||||| | |
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gatttt--ccc |
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corresponds to this arrayref: |
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index value |
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0[g] 0[g] |
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1[a] 1[a] |
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2[t] 2[t] |
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3[t] 3[t] |
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4[t] 4[t] |
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5[t] 5[t] |
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6[t] undef |
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7[t] undef |
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8[c] 8[c] |
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174
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=cut |
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176
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# return the alignment as an array |
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sub alignment { shift()->{'alignment'}; } |
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179
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=item ($top,$middle,$bottom) = $aligner->pads |
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181
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Returns the alignment as three padded strings indicating the top, |
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middle and bottom lines of a pretty-printed representation. |
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184
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For example: |
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186
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print join "\n",$aligner->pads; |
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188
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Will produce this output: |
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190
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gatttttt--c |
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|||||| | |
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gatttt--ccc |
193
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194
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=cut |
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196
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# return the alignment as three padded strings for pretty-printing, etc. |
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sub pads { |
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0
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my ($align,$src,$tgt) = @{shift()}{'alignment','src','target'}; |
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my ($ps,$pt,$last); |
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$ps = '-' x ($align->[0]) if defined $align->[0]; # pad up the source |
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$pt = substr($tgt,0,$align->[0]) if defined $align->[0]; |
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$last = $align->[0] || 0; |
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for (my $i=0;$i<@$align;$i++) { |
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my $t = $align->[$i]; |
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if (defined $t) { |
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$pt .= $t-$last > 1 ? substr($tgt,$last+1,$t-$last): substr($tgt,$t,1); |
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$ps .= '-' x ($t-$last-1); |
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$last = $t; |
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} else { |
210
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$pt .= '-'; |
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} |
212
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$ps .= substr($src,$i,1); |
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} |
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# clean up the ends |
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$ps .= substr($src,@$align); |
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$pt .= substr($tgt,$last+1); |
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$pt .= '-' x (length($ps) - length($pt)) if length($ps) > length($pt); |
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$ps .= '-' x (length($pt) - length($ps)) unless length($ps) > length($pt); |
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my $match = join('', |
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map { uc substr($ps,$_,1) eq uc substr($pt,$_,1) ? '|' : ' ' } |
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(0..length($pt)-1)); |
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return ($ps,$match,$pt); |
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} |
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=back |
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227
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=head2 EXPORTED METHODS |
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229
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No functions are exported by default, but the following two methods |
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can be imported explicitly. |
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=over 4 |
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234
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=cut |
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236
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=item ($top,$middle,$bottom) = align($source,$target [,\%matrix]) |
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Align the source and target sequences and return the padded strings |
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representing the alignment. It is exactly equivalent to calling: |
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241
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Bio::Graphics::Browser2::Realign->new($source,$target)->pads; |
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243
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=cut |
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245
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# take two sequences as strings, align them and return |
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# a three element array consisting of gapped seq1, match string, and |
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# gapped seq2. |
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sub align { |
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my ($seq1,$seq2,$matrix) = @_; |
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my $align = __PACKAGE__->new($seq1,$seq2,$matrix); |
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return $align->pads; |
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} |
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254
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255
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=item $segs_arrayref = align_segs($source,$target [,\%matrix]) |
256
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257
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The align_segs() function aligns $source and $target and returns an |
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array of non-gapped segments. Each element of the array corresponds |
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to a contiguous nongapped alignment in the format |
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[src_start,src_end,tgt_start,tgt_end]. |
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262
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This is useful for converting a gapped alignment into a series of |
263
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nongapped alignments. |
264
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265
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In a list context this function will return a list of non-gapped |
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segments. |
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268
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=cut |
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270
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sub align_segs { |
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my ($gap1,$align,$gap2) = align(@_); |
272
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return __PACKAGE__->pads_to_segments($gap1,$align,$gap2); |
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} |
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275
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=item $segs_arrayref = Bio::Graphics::Browser2::Realign->pads_to_segments($seq1,$pads,$seq2) |
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277
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This class method takes two padded sequence strings and the alignment |
278
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string that relates them and returns an array ref of non-gapped aligned |
279
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sequence in the format: |
280
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281
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[src_start,src_end,tgt_start,tgt_end] |
282
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283
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The 3 strings look like this CA-ACCCCCTTGCAACAACCTTGAGAACCCCAGGGA |
284
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| ||||||||||||||||||||||||||||||||| |
285
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AAGACCCCCTTGCAACAACCTTGAGAACCCCAGGGA |
286
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287
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=cut |
288
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289
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sub pads_to_segments { |
290
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0
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0
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1
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|
my $self = shift; |
291
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0
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|
my ($gap1,$align,$gap2) = @_; |
292
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293
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|
# create arrays that map residue positions to gap positions |
294
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0
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|
my @maps; |
295
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0
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|
for my $seq ($gap1,$gap2) { |
296
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0
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|
my @seq = split '',$seq; |
297
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0
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|
my @map; |
298
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0
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|
my $residue = 0; |
299
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0
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|
for (my $i=0;$i<@seq;$i++) { |
300
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0
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|
$map[$i] = $residue; |
301
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0
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0
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|
$residue++ if $seq[$i] ne '-'; |
302
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|
} |
303
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0
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|
push @maps,\@map; |
304
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|
} |
305
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306
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0
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|
my @result; |
307
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0
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|
while ($align =~ /(\S+)/g) { |
308
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0
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|
my $align_end = pos($align) - 1; |
309
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0
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|
|
my $align_start = $align_end - length($1) + 1; |
310
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0
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|
push @result,[@{$maps[0]}[$align_start,$align_end], |
311
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0
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|
|
@{$maps[1]}[$align_start,$align_end]]; |
|
0
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312
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|
} |
313
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0
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0
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|
|
return wantarray ? @result : \@result; |
314
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|
} |
315
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316
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|
sub _do_alignment { |
317
|
0
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0
|
|
|
my $class = shift; |
318
|
0
|
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|
|
|
local $^W = 0; |
319
|
0
|
|
|
|
|
|
my($src,$tgt,$custom_matrix) = @_; |
320
|
0
|
|
|
|
|
|
my @alignment; |
321
|
0
|
|
0
|
|
|
|
$custom_matrix ||= {}; |
322
|
0
|
|
|
|
|
|
my %matrix = (%{DEFAULT_MATRIX()},%$custom_matrix); |
|
0
|
|
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|
|
323
|
|
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324
|
0
|
|
|
|
|
|
my ($max_score,$max_row,$max_col); |
325
|
0
|
|
|
|
|
|
my $scores = [([0,EXTEND])x(length($tgt)+1)]; |
326
|
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|
327
|
0
|
|
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|
|
|
print join(' ',map {sprintf("%-4s",$_)} (' ',split('',$tgt))),"\n" if DEBUG; |
328
|
0
|
|
|
|
|
|
my $wildcard = $matrix{wildcard}; |
329
|
0
|
|
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|
|
|
for (my $row=0;$row
|
330
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0
|
|
|
|
|
|
my $s = uc substr($src,$row,1); |
331
|
0
|
|
|
|
|
|
my @row = ([0,EXTEND]); |
332
|
0
|
|
|
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|
|
for (my $col=0;$col
|
333
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0
|
|
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|
|
|
my $t = uc substr($tgt,$col,1); |
334
|
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335
|
|
|
|
|
|
|
# what happens if we extend the both strands one character? |
336
|
0
|
|
|
|
|
|
my $extend = $scores->[$col][SCORE]; |
337
|
|
|
|
|
|
|
$extend += ($t eq $wildcard || $s eq $wildcard) ? $matrix{wildcard_match} : |
338
|
|
|
|
|
|
|
($t eq $s) ? $matrix{match} : |
339
|
0
|
0
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0
|
|
|
|
$matrix{mismatch}; |
|
|
0
|
|
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|
|
|
340
|
|
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|
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|
|
341
|
|
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|
|
|
|
# what happens if we extend the src strand one character, gapping the tgt? |
342
|
|
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|
|
|
|
my $gap_tgt = $row[$#row][SCORE] + (($row[$#row][EVENT]==GAP_TGT) ? $matrix{gap_extend} |
343
|
0
|
0
|
|
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|
|
: $matrix{gap}); |
344
|
|
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345
|
|
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|
|
|
|
# what happens if we extend the tgt strand one character, gapping the src? |
346
|
|
|
|
|
|
|
my $gap_src = $scores->[$col+1][SCORE] + (($scores->[$col+1][EVENT] == GAP_SRC) ? $matrix{gap_extend} |
347
|
0
|
0
|
|
|
|
|
: $matrix{gap}); |
348
|
|
|
|
|
|
|
|
349
|
|
|
|
|
|
|
# find the best score among the possibilities |
350
|
0
|
|
|
|
|
|
my $score; |
351
|
0
|
0
|
0
|
|
|
|
if ($gap_src >= $gap_tgt && $gap_src >= $extend) { |
|
|
0
|
|
|
|
|
|
352
|
0
|
|
|
|
|
|
$score = [$gap_src,GAP_SRC]; |
353
|
|
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|
|
|
|
} |
354
|
|
|
|
|
|
|
elsif ($gap_tgt >= $extend) { |
355
|
0
|
|
|
|
|
|
$score = [$gap_tgt,GAP_TGT]; |
356
|
|
|
|
|
|
|
} |
357
|
|
|
|
|
|
|
else { |
358
|
0
|
|
|
|
|
|
$score = [$extend,EXTEND]; |
359
|
|
|
|
|
|
|
} |
360
|
|
|
|
|
|
|
|
361
|
|
|
|
|
|
|
# save it for posterity |
362
|
0
|
|
|
|
|
|
push(@row,$score); |
363
|
0
|
0
|
|
|
|
|
($max_score,$max_row,$max_col) = ($score->[SCORE],$row,$col) if $score->[SCORE] >= $max_score; |
364
|
|
|
|
|
|
|
} |
365
|
0
|
|
|
|
|
|
print join(' ',($s,map {sprintf("%4d",$_->[SCORE])} @row[1..$#row])),"\n" if DEBUG; |
366
|
0
|
|
|
|
|
|
$scores = \@row; |
367
|
0
|
|
|
|
|
|
push(@alignment,[@row[1..$#row]]); |
368
|
|
|
|
|
|
|
} |
369
|
0
|
|
|
|
|
|
my $alignment = $class->_trace_back($max_row,$max_col,\@alignment); |
370
|
0
|
|
|
|
|
|
if (DEBUG) { |
371
|
|
|
|
|
|
|
for (my $i=0;$i<@$alignment;$i++) { |
372
|
|
|
|
|
|
|
printf STDERR ("%3d %1s %3d %1s\n", |
373
|
|
|
|
|
|
|
$i,substr($src,$i,1), |
374
|
|
|
|
|
|
|
$alignment->[$i],defined $alignment->[$i] ? substr($tgt,$alignment->[$i],1):''); |
375
|
|
|
|
|
|
|
} |
376
|
|
|
|
|
|
|
} |
377
|
|
|
|
|
|
|
|
378
|
0
|
|
|
|
|
|
return ($max_score,$alignment); |
379
|
|
|
|
|
|
|
} |
380
|
|
|
|
|
|
|
|
381
|
|
|
|
|
|
|
sub _trace_back { |
382
|
0
|
|
|
0
|
|
|
my $self = shift; |
383
|
0
|
|
|
|
|
|
my ($row,$col,$m) = @_; |
384
|
0
|
|
|
|
|
|
my @alignment; |
385
|
0
|
|
0
|
|
|
|
while ($row >= 0 && $col >= 0) { |
386
|
0
|
|
|
|
|
|
printf STDERR "row=%d, col=%d score=%d event=%s\n",$row,$col,$m->[$row][$col][SCORE],$EVENTS[$m->[$row][$col][EVENT]] if DEBUG; |
387
|
0
|
|
|
|
|
|
$alignment[$row] = $col; |
388
|
0
|
|
|
|
|
|
my $score = $m->[$row][$col]; |
389
|
0
|
0
|
|
|
|
|
$row--,$col--,next if $score->[EVENT] == EXTEND; |
390
|
0
|
0
|
|
|
|
|
$col--, next if $score->[EVENT] == GAP_TGT; |
391
|
0
|
0
|
|
|
|
|
undef($alignment[$row]),$row--,next if $score->[EVENT] == GAP_SRC; |
392
|
|
|
|
|
|
|
} |
393
|
0
|
|
|
|
|
|
return \@alignment; |
394
|
|
|
|
|
|
|
} |
395
|
|
|
|
|
|
|
|
396
|
|
|
|
|
|
|
1; |
397
|
|
|
|
|
|
|
|
398
|
|
|
|
|
|
|
__END__ |