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# GeneDesign module for codon analysis and manipulation |
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# |
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=head1 NAME |
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GeneDesign::Codons |
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=head1 VERSION |
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Version 5.52 |
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=head1 DESCRIPTION |
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GeneDesign functions for codon analysis and manipulation |
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=head1 AUTHOR |
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Sarah Richardson <SMRichardson@lbl.gov>. |
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=cut |
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package Bio::GeneDesign::Codons; |
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require Exporter; |
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11
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65
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use Bio::GeneDesign::Basic qw(:GD); |
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2452
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11555
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use Math::Combinatorics qw(combine); |
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147664
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1005
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use List::Util qw(max first); |
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1139
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use File::Basename; |
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766
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use Carp; |
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use strict; |
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use warnings; |
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576
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our $VERSION = 5.52; |
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11
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use base qw(Exporter); |
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64973
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our @EXPORT_OK = qw( |
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_translate |
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_reverse_codon_table |
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_parse_organisms |
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_parse_codon_file |
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_subtract |
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_codon_count |
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_generate_RSCU_table |
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_generate_codon_report |
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_generate_codon_file |
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_amb_translation |
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_degcodon_to_aas |
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_find_in_frame |
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_minimize_local_alignment_dp |
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_define_codons |
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_pattern_aligner |
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_pattern_adder |
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_codon_change_type |
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$VERSION |
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57
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); |
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our %EXPORT_TAGS = ( GD => \@EXPORT_OK ); |
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59
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60
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my $CODLINE = qr/^ \{ ([ATCG]{3}) \} \s* = \s* (.+) $/x; |
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61
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my %ambtransswits = map {$_ => 1} qw(1 2 3 -1 -2 -3 s t); |
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63
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=head2 parse_organisms |
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65
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=cut |
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66
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67
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sub _parse_organisms |
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{ |
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0
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0
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my ($path) = @_; |
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0
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0
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my ($orgs, $cods) = ({}, {}); |
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0
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opendir (my $CODDIR, $path) || croak "can't opendir $path"; |
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0
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0
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foreach my $table (readdir($CODDIR)) |
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73
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{ |
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0
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my $name = basename($table); |
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0
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$name =~ s{\.[^.]+$}{}x; |
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0
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if ($table =~ /\.rscu\Z/x) |
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0
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77
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{ |
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0
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$orgs->{$name} = $path . $table; |
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} |
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80
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elsif ($table =~ /\.ct\Z/x) |
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{ |
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0
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$cods->{$name} = $path . $table; |
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} |
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84
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} |
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85
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0
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0
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closedir($CODDIR); |
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86
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0
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return ($orgs, $cods); |
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87
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} |
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88
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89
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=head2 parse_codon_file |
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91
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=cut |
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92
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93
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sub _parse_codon_file |
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{ |
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95
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14
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14
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31
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my ($path) = @_; |
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96
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14
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50
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514
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open (my $CFILE, "<", $path) || croak "Can't open $path : $!"; |
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14
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26
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my $ref = do { local $/ = <$CFILE> }; |
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377
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98
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14
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216
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close $CFILE; |
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99
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14
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660
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my @lines = split(/\n/x, $ref); |
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100
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14
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128
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my $cods = {}; |
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101
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14
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35
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foreach my $line (grep {$_ !~ /^\#/x} @lines) |
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959
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1642
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102
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{ |
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103
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896
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50
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4255
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if ($line =~ $CODLINE) |
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{ |
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105
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896
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2878
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$cods->{$1} = $2; |
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106
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} |
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107
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else |
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108
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{ |
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109
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0
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0
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croak "Badly formatted definition in codon file $path: $line"; |
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} |
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111
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} |
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112
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14
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62
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my @codons = _define_codons(); |
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113
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14
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63
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foreach my $codon (@codons) |
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114
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{ |
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115
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896
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50
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1793
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croak "$path table is missing definition for codon $codon" |
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116
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unless (exists $cods->{$codon}); |
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117
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} |
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118
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14
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287
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return $cods; |
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119
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} |
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120
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121
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=head2 reverse_codon_table() |
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122
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123
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Takes a codon table hashref and reverses it such that each key is a one letter |
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124
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amino acid residue and each value is an array reference containing all of the |
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125
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codons that can code for that residue. |
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126
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127
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=cut |
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128
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129
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sub _reverse_codon_table |
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130
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{ |
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131
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7
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7
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21
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my ($codontable) = @_; |
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132
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7
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24
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my $revcodon_t = {}; |
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133
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7
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111
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foreach my $codon (keys %$codontable) |
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{ |
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135
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448
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600
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my $aa = $codontable->{$codon}; |
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136
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448
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100
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1182
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$revcodon_t->{$aa} = [] if ( ! exists $revcodon_t->{$aa} ); |
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137
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448
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458
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push @{$revcodon_t->{$aa}}, $codon; |
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448
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1259
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138
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} |
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139
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7
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60
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return $revcodon_t; |
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140
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} |
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141
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142
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=head2 _translate() |
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143
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144
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takes a nucleotide sequence, a frame, and a codon table and returns that frame |
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145
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translated into amino acids. |
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146
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147
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=cut |
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148
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149
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sub _translate |
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150
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{ |
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151
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15
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15
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34
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my ($nucseq, $frame, $codon_t) = @_; |
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152
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15
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50
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101
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croak ("translate requires an unambiguous nucleotide sequence\n") |
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153
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if ($nucseq =~ $ambnt); |
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154
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15
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100
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41
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$nucseq = _complement($nucseq, 1) if ($frame < 0); |
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155
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15
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24
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my $peptide = q{}; |
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156
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15
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53
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for (my $offset = abs($frame)-1; $offset < length($nucseq); $offset += 3) |
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157
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{ |
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158
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1227
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1530
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my $codon = substr($nucseq, $offset, 3); |
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159
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1227
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100
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4361
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$peptide .= $codon_t->{$codon} if (exists $codon_t->{$codon}); |
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160
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} |
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161
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15
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53
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return $peptide; |
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162
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} |
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163
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164
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=head2 _subtract |
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165
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166
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=cut |
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167
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168
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sub _subtract |
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169
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{ |
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170
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3
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3
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10
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my ($oldseq, $pattern, $regarr, $codon_t, $rscu_t, $revcodon_t) = @_; |
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171
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3
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6
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my $seq = $oldseq; |
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172
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3
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17
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my $temphash = _positions($seq, $regarr); |
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173
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3
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14
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foreach my $gpos (keys %$temphash) |
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174
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{ |
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175
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3
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8
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my $framestart = ($gpos) % 3; |
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176
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3
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15
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my $startpos = int( length($temphash->{$gpos}) / 3 + 2 ) * 3; |
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177
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3
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12
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my $string = substr($seq, $gpos - $framestart, $startpos); |
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178
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3
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6
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my $newrepseg = $string; |
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179
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180
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3
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5
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my %newseqs; |
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181
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3
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7
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my $len = length($string)/3; |
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182
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3
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13
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my $curval = _rscu_sum($rscu_t, $string); |
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183
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#compute the changes possible |
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184
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3
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10
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for my $it (1..$len) |
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185
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{ |
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186
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7
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43
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my @map = map { join q{}, sort @$_ } combine($it,(1..$len)); |
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15
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2047
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187
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7
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24
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foreach my $guide (@map) |
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188
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{ |
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189
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15
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28
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my $rscuers = {}; |
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190
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15
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57
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my @coords = sort split(q{}, $guide); |
|
191
|
15
|
|
|
|
|
51
|
$rscuers->{0} = [$string]; |
|
192
|
15
|
|
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|
|
26
|
my $passthrough = 0; |
|
193
|
15
|
|
|
|
|
28
|
foreach my $coord (@coords) |
|
194
|
|
|
|
|
|
|
{ |
|
195
|
25
|
|
|
|
|
47
|
my $srcarr = $rscuers->{$passthrough}; |
|
196
|
25
|
|
|
|
|
46
|
foreach my $str (@$srcarr) |
|
197
|
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|
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|
|
{ |
|
198
|
37
|
|
|
|
|
80
|
my $coda = substr($str, $coord*3-3, 3); |
|
199
|
37
|
|
|
|
|
48
|
foreach my $codb (grep {$coda ne $_} |
|
|
177
|
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|
|
366
|
|
|
|
37
|
|
|
|
|
106
|
|
|
200
|
|
|
|
|
|
|
@{$revcodon_t->{$codon_t->{$coda}}}) |
|
201
|
|
|
|
|
|
|
{ |
|
202
|
140
|
|
|
|
|
198
|
my $newstr = $str; |
|
203
|
|
|
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|
|
#substr($newstr, $coord*3-3, 3) = $codb; |
|
204
|
140
|
|
|
|
|
209
|
substr($newstr, $coord*3-3, 3, $codb); |
|
205
|
140
|
|
|
|
|
159
|
push @{$rscuers->{$passthrough+1}}, $newstr; |
|
|
140
|
|
|
|
|
484
|
|
|
206
|
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|
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} |
|
207
|
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|
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} |
|
208
|
25
|
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|
54
|
$passthrough++; |
|
209
|
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|
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|
|
} |
|
210
|
15
|
|
|
|
|
22
|
foreach my $newseq (@{$rscuers->{$passthrough}}) |
|
|
15
|
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|
|
|
102
|
|
|
211
|
|
|
|
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|
|
{ |
|
212
|
118
|
|
|
|
|
222
|
my $a = _rscu_sum($rscu_t, $newseq); |
|
213
|
118
|
|
|
|
|
343
|
my $b = _compare_sequences($string, $newseq); |
|
214
|
118
|
|
|
|
|
1024
|
$newseqs{$newseq} = [sprintf("%.2f",abs($a - $curval)), $b->{D}]; |
|
215
|
|
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|
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|
|
} |
|
216
|
|
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|
|
} |
|
217
|
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|
|
} |
|
218
|
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|
|
#try all the changes |
|
219
|
3
|
50
|
|
|
|
35
|
foreach my $newseq (sort {$newseqs{$a}->[0] <=> $newseqs{$b}->[0] |
|
|
559
|
|
|
|
|
1248
|
|
|
220
|
|
|
|
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|
|
|| $newseqs{$a}->[1] <=> $newseqs{$b}->[1]} |
|
221
|
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|
|
|
|
|
keys %newseqs) |
|
222
|
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|
|
{ |
|
223
|
2
|
50
|
33
|
|
|
53
|
if ($newseq !~ $pattern && _complement($newseq, 1) !~ $pattern) |
|
224
|
|
|
|
|
|
|
{ |
|
225
|
2
|
|
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|
|
5
|
$newrepseg = $newseq; |
|
226
|
2
|
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|
|
6
|
last; |
|
227
|
|
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|
|
} |
|
228
|
|
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|
|
} |
|
229
|
|
|
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|
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|
|
|
230
|
|
|
|
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|
|
#substr($seq, $gpos - $framestart, length($newrepseg)) = $newrepseg; |
|
231
|
3
|
|
|
|
|
64
|
substr($seq, $gpos - $framestart, length($newrepseg), $newrepseg); |
|
232
|
|
|
|
|
|
|
} |
|
233
|
3
|
|
|
|
|
21
|
return $seq; |
|
234
|
|
|
|
|
|
|
} |
|
235
|
|
|
|
|
|
|
|
|
236
|
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|
|
|
=head2 _rscu_sum() |
|
237
|
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|
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|
|
|
|
|
238
|
|
|
|
|
|
|
=cut |
|
239
|
|
|
|
|
|
|
|
|
240
|
|
|
|
|
|
|
sub _rscu_sum |
|
241
|
|
|
|
|
|
|
{ |
|
242
|
121
|
|
|
121
|
|
202
|
my ($rscu_t, $ntseq) = @_; |
|
243
|
121
|
|
|
|
|
147
|
my $offset = 0; |
|
244
|
121
|
|
|
|
|
148
|
my $rscusum = 0; |
|
245
|
121
|
|
|
|
|
161
|
my $length = length($ntseq); |
|
246
|
121
|
|
|
|
|
265
|
while ($offset < $length) |
|
247
|
|
|
|
|
|
|
{ |
|
248
|
361
|
|
|
|
|
598
|
my $cod = substr($ntseq, $offset, 3); |
|
249
|
361
|
|
|
|
|
577
|
$rscusum += $rscu_t->{$cod}; |
|
250
|
361
|
|
|
|
|
877
|
$offset += 3; |
|
251
|
|
|
|
|
|
|
} |
|
252
|
121
|
|
|
|
|
267
|
return $rscusum; |
|
253
|
|
|
|
|
|
|
} |
|
254
|
|
|
|
|
|
|
|
|
255
|
|
|
|
|
|
|
=head2 _codon_count() |
|
256
|
|
|
|
|
|
|
|
|
257
|
|
|
|
|
|
|
takes a reference to an array of sequences and returns a hash with codons as |
|
258
|
|
|
|
|
|
|
keys and the number of times the codon occurs as a value. |
|
259
|
|
|
|
|
|
|
|
|
260
|
|
|
|
|
|
|
=cut |
|
261
|
|
|
|
|
|
|
|
|
262
|
|
|
|
|
|
|
sub _codon_count |
|
263
|
|
|
|
|
|
|
{ |
|
264
|
3
|
|
|
3
|
|
7
|
my ($seqs, $codon_t, $hashref) = @_; |
|
265
|
3
|
|
|
|
|
37
|
my %blank = map {$_ => 0} keys %$codon_t; |
|
|
192
|
|
|
|
|
326
|
|
|
266
|
3
|
|
100
|
|
|
38
|
my $codoncount = $hashref || \%blank; |
|
267
|
3
|
|
|
|
|
8
|
foreach my $seq (@$seqs) |
|
268
|
|
|
|
|
|
|
{ |
|
269
|
3
|
|
|
|
|
387
|
my @arr = ($seq =~ m/ [ATCG]{3} /xg); |
|
270
|
3
|
|
|
|
|
23
|
foreach my $codon (@arr) |
|
271
|
|
|
|
|
|
|
{ |
|
272
|
600
|
|
|
|
|
821
|
$codoncount->{$codon}++; |
|
273
|
|
|
|
|
|
|
} |
|
274
|
|
|
|
|
|
|
} |
|
275
|
3
|
|
|
|
|
17
|
return $codoncount; |
|
276
|
|
|
|
|
|
|
} |
|
277
|
|
|
|
|
|
|
|
|
278
|
|
|
|
|
|
|
=head2 generate_RSCU_table() |
|
279
|
|
|
|
|
|
|
|
|
280
|
|
|
|
|
|
|
takes a hash reference with keys as codons and values as number of times |
|
281
|
|
|
|
|
|
|
those codons occur (it helps to use codon_count) and returns a hash with each |
|
282
|
|
|
|
|
|
|
codon and its RSCU value |
|
283
|
|
|
|
|
|
|
|
|
284
|
|
|
|
|
|
|
=cut |
|
285
|
|
|
|
|
|
|
|
|
286
|
|
|
|
|
|
|
sub _generate_RSCU_table |
|
287
|
|
|
|
|
|
|
{ |
|
288
|
1
|
|
|
1
|
|
3
|
my ($codon_count, $codon_t, $revcodon_t) = @_; |
|
289
|
1
|
|
|
|
|
3
|
my $RSCU_hash = {}; |
|
290
|
1
|
|
|
|
|
14
|
foreach my $codon (sort grep {$_ ne "XXX"} keys %$codon_count) |
|
|
64
|
|
|
|
|
99
|
|
|
291
|
|
|
|
|
|
|
{ |
|
292
|
64
|
|
|
|
|
80
|
my $x_j = 0; |
|
293
|
64
|
|
|
|
|
88
|
my $x = $codon_count->{$codon}; |
|
294
|
64
|
|
|
|
|
104
|
my $family = $revcodon_t->{$codon_t->{$codon}}; |
|
295
|
64
|
|
|
|
|
79
|
my $family_size = scalar(@$family); |
|
296
|
64
|
|
|
|
|
84
|
foreach (grep {exists $codon_count->{$_}} @$family) |
|
|
244
|
|
|
|
|
436
|
|
|
297
|
|
|
|
|
|
|
{ |
|
298
|
244
|
|
|
|
|
380
|
$x_j += $codon_count->{$_}; |
|
299
|
|
|
|
|
|
|
} |
|
300
|
64
|
50
|
|
|
|
145
|
my $rscu = $x_j > 0 ? $x / ($x_j / $family_size) : 0.00; |
|
301
|
64
|
|
|
|
|
290
|
$RSCU_hash->{$codon} = sprintf("%.2f", $rscu ) ; |
|
302
|
|
|
|
|
|
|
} |
|
303
|
1
|
|
|
|
|
11
|
return $RSCU_hash; |
|
304
|
|
|
|
|
|
|
} |
|
305
|
|
|
|
|
|
|
|
|
306
|
|
|
|
|
|
|
=head2 _generate_codon_report |
|
307
|
|
|
|
|
|
|
|
|
308
|
|
|
|
|
|
|
=cut |
|
309
|
|
|
|
|
|
|
|
|
310
|
|
|
|
|
|
|
sub _generate_codon_report |
|
311
|
|
|
|
|
|
|
{ |
|
312
|
0
|
|
|
0
|
|
0
|
my ($codon_count, $codon_t, $rscu_t) = @_; |
|
313
|
0
|
|
|
|
|
0
|
my $string = "Codon counts and RSCU values:\n"; |
|
314
|
0
|
|
|
|
|
0
|
my @codvalsort = sort {$b <=> $a} values %{$codon_count}; |
|
|
0
|
|
|
|
|
0
|
|
|
|
0
|
|
|
|
|
0
|
|
|
315
|
0
|
|
|
|
|
0
|
my $maxcodnum = $codvalsort[0]; |
|
316
|
0
|
|
|
|
|
0
|
foreach my $a ( qw(T C A G)) |
|
317
|
|
|
|
|
|
|
{ |
|
318
|
0
|
|
|
|
|
0
|
$string .= "\n"; |
|
319
|
0
|
|
|
|
|
0
|
foreach my $c ( qw(T C A G) ) |
|
320
|
|
|
|
|
|
|
{ |
|
321
|
0
|
|
|
|
|
0
|
foreach my $b ( qw(T C A G) ) |
|
322
|
|
|
|
|
|
|
{ |
|
323
|
0
|
|
|
|
|
0
|
my $codon = $a . $b . $c; |
|
324
|
0
|
|
|
|
|
0
|
my $count = $codon_count->{$codon}; |
|
325
|
0
|
|
|
|
|
0
|
my $spacer = q{ } x (length($maxcodnum) - length($count)); |
|
326
|
0
|
|
|
|
|
0
|
$string .= "$codon (" . $codon_t->{$codon} . ") $spacer$count "; |
|
327
|
0
|
|
|
|
|
0
|
$string .= $rscu_t->{$codon} . q{ } x 5; |
|
328
|
|
|
|
|
|
|
} |
|
329
|
0
|
|
|
|
|
0
|
$string .= "\n"; |
|
330
|
|
|
|
|
|
|
} |
|
331
|
0
|
|
|
|
|
0
|
$string .= "\n"; |
|
332
|
|
|
|
|
|
|
} |
|
333
|
0
|
|
|
|
|
0
|
return $string; |
|
334
|
|
|
|
|
|
|
} |
|
335
|
|
|
|
|
|
|
|
|
336
|
|
|
|
|
|
|
=head2 _generate_codon_file |
|
337
|
|
|
|
|
|
|
|
|
338
|
|
|
|
|
|
|
=cut |
|
339
|
|
|
|
|
|
|
|
|
340
|
|
|
|
|
|
|
sub _generate_codon_file |
|
341
|
|
|
|
|
|
|
{ |
|
342
|
0
|
|
|
0
|
|
0
|
my ($table, $rev_cod_t, $comments) = @_; |
|
343
|
0
|
|
|
|
|
0
|
my $string = q{}; |
|
344
|
0
|
|
|
|
|
0
|
my @cs = @$comments; |
|
345
|
0
|
|
|
|
|
0
|
$string .= "# " . $_ . "\n" foreach (@cs); |
|
346
|
0
|
|
|
|
|
0
|
foreach my $aa (sort keys %$rev_cod_t) |
|
347
|
|
|
|
|
|
|
{ |
|
348
|
0
|
|
|
|
|
0
|
my @codons = @{$rev_cod_t->{$aa}}; |
|
|
0
|
|
|
|
|
0
|
|
|
349
|
0
|
|
|
|
|
0
|
$string .= "#$aa\n"; |
|
350
|
0
|
|
|
|
|
0
|
foreach my $codon (sort @codons) |
|
351
|
|
|
|
|
|
|
{ |
|
352
|
0
|
|
|
|
|
0
|
$string .= "{$codon} = $table->{$codon}\n"; |
|
353
|
|
|
|
|
|
|
} |
|
354
|
|
|
|
|
|
|
} |
|
355
|
0
|
|
|
|
|
0
|
return $string; |
|
356
|
|
|
|
|
|
|
} |
|
357
|
|
|
|
|
|
|
|
|
358
|
|
|
|
|
|
|
=head2 _define_codons |
|
359
|
|
|
|
|
|
|
|
|
360
|
|
|
|
|
|
|
Generates an array reference that contains every possible nucleotide codon |
|
361
|
|
|
|
|
|
|
|
|
362
|
|
|
|
|
|
|
=cut |
|
363
|
|
|
|
|
|
|
|
|
364
|
|
|
|
|
|
|
sub _define_codons |
|
365
|
|
|
|
|
|
|
{ |
|
366
|
14
|
|
|
14
|
|
24
|
my @codons; |
|
367
|
14
|
|
|
|
|
36
|
foreach my $a (qw(A T C G)) |
|
368
|
|
|
|
|
|
|
{ |
|
369
|
56
|
|
|
|
|
84
|
foreach my $b (qw(A T C G)) |
|
370
|
|
|
|
|
|
|
{ |
|
371
|
224
|
|
|
|
|
284
|
foreach my $c (qw(A T C G)) |
|
372
|
|
|
|
|
|
|
{ |
|
373
|
896
|
|
|
|
|
1710
|
push @codons, $a . $b . $c; |
|
374
|
|
|
|
|
|
|
} |
|
375
|
|
|
|
|
|
|
} |
|
376
|
|
|
|
|
|
|
} |
|
377
|
14
|
|
|
|
|
331
|
return @codons; |
|
378
|
|
|
|
|
|
|
} |
|
379
|
|
|
|
|
|
|
|
|
380
|
|
|
|
|
|
|
=head2 _amb_translation() |
|
381
|
|
|
|
|
|
|
|
|
382
|
|
|
|
|
|
|
takes a nucleotide that may be degenerate and a codon table and returns a list |
|
383
|
|
|
|
|
|
|
of all amino acid sequences that nucleotide sequence could be translated into. |
|
384
|
|
|
|
|
|
|
|
|
385
|
|
|
|
|
|
|
in: nucleotide sequence (string), |
|
386
|
|
|
|
|
|
|
codon table (hash reference), |
|
387
|
|
|
|
|
|
|
optional switch to force only a single frame of translation |
|
388
|
|
|
|
|
|
|
optional hashref of previous answers to speed processing |
|
389
|
|
|
|
|
|
|
out: amino acid sequence list (vector) |
|
390
|
|
|
|
|
|
|
|
|
391
|
|
|
|
|
|
|
=cut |
|
392
|
|
|
|
|
|
|
|
|
393
|
|
|
|
|
|
|
sub _amb_translation |
|
394
|
|
|
|
|
|
|
{ |
|
395
|
37
|
|
|
37
|
|
96
|
my ($seq, $codon_t, $swit, $memo) = @_; |
|
396
|
37
|
50
|
|
|
|
173
|
croak ("Bad frame argument\n") unless exists $ambtransswits{$swit}; |
|
397
|
37
|
100
|
100
|
|
|
192
|
if ($swit eq "s" || $swit eq "t") |
|
398
|
|
|
|
|
|
|
{ |
|
399
|
8
|
|
|
|
|
32
|
my @frames = qw(1 2 3); |
|
400
|
8
|
100
|
|
|
|
30
|
push @frames, qw(-1 -2 -3) if ($swit eq "s"); |
|
401
|
8
|
|
|
|
|
13
|
my (%RES); |
|
402
|
8
|
|
|
|
|
19
|
foreach my $s (@frames) |
|
403
|
|
|
|
|
|
|
{ |
|
404
|
27
|
|
|
|
|
76
|
my @pep_set = _amb_translation($seq, $codon_t, $s, $memo); |
|
405
|
27
|
|
|
|
|
574
|
$RES{$_}++ foreach (@pep_set); |
|
406
|
|
|
|
|
|
|
} |
|
407
|
8
|
|
|
|
|
263
|
return keys %RES; |
|
408
|
|
|
|
|
|
|
} |
|
409
|
|
|
|
|
|
|
else |
|
410
|
|
|
|
|
|
|
{ |
|
411
|
29
|
|
|
|
|
32
|
my (%RES, @SEED, @NEW); |
|
412
|
29
|
100
|
|
|
|
112
|
$seq = _complement($seq, 1) if ($swit < 0); |
|
413
|
29
|
50
|
|
|
|
144
|
$seq = 'N' x (abs($swit) - 1) . $seq if (abs($swit) < 4); |
|
414
|
29
|
|
|
|
|
69
|
my $seqlen = length($seq); |
|
415
|
29
|
|
|
|
|
40
|
my $gothrough = 0; |
|
416
|
29
|
|
|
|
|
86
|
for (my $offset = 0; $offset < $seqlen; $offset += 3) |
|
417
|
|
|
|
|
|
|
{ |
|
418
|
67
|
|
|
|
|
169
|
my $tempcodon = substr($seq, $offset, 3); |
|
419
|
67
|
|
|
|
|
265
|
$tempcodon .= "N" while (length($tempcodon) % 3); |
|
420
|
67
|
50
|
|
|
|
136
|
if (!$swit) |
|
421
|
|
|
|
|
|
|
{ |
|
422
|
0
|
|
|
|
|
0
|
$tempcodon .= 'N' while (length($tempcodon) < 3); |
|
423
|
|
|
|
|
|
|
} |
|
424
|
67
|
100
|
|
|
|
173
|
if ($gothrough == 0) |
|
425
|
|
|
|
|
|
|
{ |
|
426
|
29
|
|
|
|
|
74
|
@SEED = _degcodon_to_aas($tempcodon, $codon_t, $memo) ; |
|
427
|
|
|
|
|
|
|
} |
|
428
|
|
|
|
|
|
|
else |
|
429
|
|
|
|
|
|
|
{ |
|
430
|
38
|
|
|
|
|
79
|
@NEW = _degcodon_to_aas($tempcodon, $codon_t, $memo); |
|
431
|
38
|
|
|
|
|
146
|
@SEED = _add_arr(\@SEED, \@NEW); |
|
432
|
|
|
|
|
|
|
} |
|
433
|
67
|
|
|
|
|
401
|
$gothrough++; |
|
434
|
|
|
|
|
|
|
} |
|
435
|
29
|
|
|
|
|
981
|
$RES{$_}++ foreach(@SEED); |
|
436
|
29
|
|
|
|
|
495
|
return keys %RES; |
|
437
|
|
|
|
|
|
|
} |
|
438
|
|
|
|
|
|
|
} |
|
439
|
|
|
|
|
|
|
|
|
440
|
|
|
|
|
|
|
=head2 _degcodon_to_aas() |
|
441
|
|
|
|
|
|
|
|
|
442
|
|
|
|
|
|
|
takes a codon that may be degenerate and a codon table and returns a list of |
|
443
|
|
|
|
|
|
|
all amino acids that codon could represent. If a hashref is provided with |
|
444
|
|
|
|
|
|
|
previous answers, it will run MUCH faster (memoization). |
|
445
|
|
|
|
|
|
|
|
|
446
|
|
|
|
|
|
|
in: codon (string), |
|
447
|
|
|
|
|
|
|
codon table (hash reference) |
|
448
|
|
|
|
|
|
|
out: amino acid list (vector) |
|
449
|
|
|
|
|
|
|
|
|
450
|
|
|
|
|
|
|
=cut |
|
451
|
|
|
|
|
|
|
|
|
452
|
|
|
|
|
|
|
sub _degcodon_to_aas |
|
453
|
|
|
|
|
|
|
{ |
|
454
|
88
|
|
|
88
|
|
190
|
my ($codon, $codon_t, $memo) = @_; |
|
455
|
88
|
50
|
33
|
|
|
469
|
return if ( ! $codon || length($codon) != 3); |
|
456
|
88
|
|
|
|
|
176
|
my (@answer, %temphash) = ((), ()); |
|
457
|
88
|
100
|
|
|
|
265
|
if (exists $memo->{$codon}) |
|
|
|
50
|
|
|
|
|
|
|
458
|
|
|
|
|
|
|
{ |
|
459
|
25
|
|
|
|
|
44
|
return @{$memo->{$codon}}; |
|
|
25
|
|
|
|
|
135
|
|
|
460
|
|
|
|
|
|
|
} |
|
461
|
|
|
|
|
|
|
elsif ($codon eq "NNN") |
|
462
|
|
|
|
|
|
|
{ |
|
463
|
0
|
|
|
|
|
0
|
%temphash = map { $_ => 1} values %$codon_t; |
|
|
0
|
|
|
|
|
0
|
|
|
464
|
0
|
|
|
|
|
0
|
@answer = keys %temphash; |
|
465
|
|
|
|
|
|
|
} |
|
466
|
|
|
|
|
|
|
else |
|
467
|
|
|
|
|
|
|
{ |
|
468
|
63
|
|
|
|
|
196
|
my $reg = _regres($codon, 1); |
|
469
|
63
|
|
|
|
|
632
|
%temphash = map {$codon_t->{$_} => 1} grep { $_ =~ $reg } keys %$codon_t; |
|
|
360
|
|
|
|
|
1195
|
|
|
|
4032
|
|
|
|
|
10354
|
|
|
470
|
63
|
|
|
|
|
500
|
@answer = keys %temphash; |
|
471
|
|
|
|
|
|
|
} |
|
472
|
63
|
|
|
|
|
193
|
$memo->{$codon} = \@answer; |
|
473
|
63
|
|
|
|
|
290
|
return @answer; |
|
474
|
|
|
|
|
|
|
} |
|
475
|
|
|
|
|
|
|
|
|
476
|
|
|
|
|
|
|
=head2 _find_in_frame |
|
477
|
|
|
|
|
|
|
|
|
478
|
|
|
|
|
|
|
=cut |
|
479
|
|
|
|
|
|
|
|
|
480
|
|
|
|
|
|
|
sub _find_in_frame |
|
481
|
|
|
|
|
|
|
{ |
|
482
|
0
|
|
|
0
|
|
0
|
my ($ntseq, $pattern, $codon_t) = @_; |
|
483
|
0
|
|
|
|
|
0
|
my $regex = _regres($pattern, 2); |
|
484
|
0
|
|
|
|
|
0
|
my $aaseq = _translate($ntseq, 1, $codon_t); |
|
485
|
0
|
|
|
|
|
0
|
my $hshref = _positions($aaseq, [$regex]); |
|
486
|
0
|
|
|
|
|
0
|
my $pattntlen = length($pattern) * 3; |
|
487
|
0
|
|
|
|
|
0
|
my $answer = {}; |
|
488
|
0
|
|
|
|
|
0
|
foreach my $ao (keys %$hshref) |
|
489
|
|
|
|
|
|
|
{ |
|
490
|
0
|
|
|
|
|
0
|
my $nuco = 3 * $ao; |
|
491
|
0
|
|
|
|
|
0
|
$answer->{$nuco} = substr($ntseq, $nuco, $pattntlen); |
|
492
|
|
|
|
|
|
|
} |
|
493
|
0
|
|
|
|
|
0
|
return $answer; |
|
494
|
|
|
|
|
|
|
} |
|
495
|
|
|
|
|
|
|
|
|
496
|
|
|
|
|
|
|
=head2 _minimize_local_alignment_dp() |
|
497
|
|
|
|
|
|
|
|
|
498
|
|
|
|
|
|
|
Repeatsmasher, by Dongwon Lee. A function that minimizes local alignment |
|
499
|
|
|
|
|
|
|
scores. |
|
500
|
|
|
|
|
|
|
|
|
501
|
|
|
|
|
|
|
in: gene sequence (string) |
|
502
|
|
|
|
|
|
|
codon table (hashref) |
|
503
|
|
|
|
|
|
|
RSCU table (hashref) |
|
504
|
|
|
|
|
|
|
out: new gene sequence (string) |
|
505
|
|
|
|
|
|
|
#NO UNIT TEST |
|
506
|
|
|
|
|
|
|
|
|
507
|
|
|
|
|
|
|
=cut |
|
508
|
|
|
|
|
|
|
|
|
509
|
|
|
|
|
|
|
sub _minimize_local_alignment_dp |
|
510
|
|
|
|
|
|
|
{ |
|
511
|
0
|
|
|
0
|
|
0
|
my ($oldseq, $codon_t, $rev_codon_t, $rscu_t) = @_; |
|
512
|
0
|
|
|
|
|
0
|
my $match = 5; |
|
513
|
0
|
|
|
|
|
0
|
my $transi = -3; |
|
514
|
0
|
|
|
|
|
0
|
my $transv = -4; |
|
515
|
0
|
|
|
|
|
0
|
my $score_threshold = $match*6; #count the scores only consecutive 6 nts |
|
516
|
0
|
|
|
|
|
0
|
my @s = ( [$match, $transv, $transi, $transv], |
|
517
|
|
|
|
|
|
|
[$transv, $match, $transv, $transi], |
|
518
|
|
|
|
|
|
|
[$transi, $transv, $match, $transv], |
|
519
|
|
|
|
|
|
|
[$transv, $transi, $transv, $match] ); |
|
520
|
0
|
|
|
|
|
0
|
my %nt2idx = ("A"=>0, "C"=>1, "G"=>2, "T"=>3); |
|
521
|
|
|
|
|
|
|
|
|
522
|
|
|
|
|
|
|
#initial values |
|
523
|
0
|
|
|
|
|
0
|
my @optM = (0); |
|
524
|
0
|
|
|
|
|
0
|
my $optseq = q{}; |
|
525
|
|
|
|
|
|
|
|
|
526
|
|
|
|
|
|
|
#assumming that the sequence is in frame |
|
527
|
0
|
|
|
|
|
0
|
my ($offset, $cod, $aa) = (0, q{}, q{}); |
|
528
|
0
|
|
|
|
|
0
|
my $oldlen = length($oldseq) - 3; |
|
529
|
0
|
|
|
|
|
0
|
while ( $offset <= $oldlen ) |
|
530
|
|
|
|
|
|
|
{ |
|
531
|
0
|
|
|
|
|
0
|
$cod = substr($oldseq, $offset, 3); |
|
532
|
0
|
|
|
|
|
0
|
$aa = _translate($cod, 1, $codon_t); |
|
533
|
0
|
|
|
|
|
0
|
my @posarr = sort { $rscu_t->{$b} <=> $rscu_t->{$a} } |
|
|
0
|
|
|
|
|
0
|
|
|
534
|
0
|
|
|
|
|
0
|
@{$rev_codon_t->{$aa}}; |
|
535
|
|
|
|
|
|
|
|
|
536
|
0
|
|
|
|
|
0
|
my @minM = (); |
|
537
|
0
|
|
|
|
|
0
|
my $min_seq = q{}; |
|
538
|
|
|
|
|
|
|
#assign an impossible large score |
|
539
|
0
|
|
|
|
|
0
|
my $min_score = $match*(length($oldseq)**2); |
|
540
|
|
|
|
|
|
|
|
|
541
|
0
|
0
|
|
|
|
0
|
if ($aa ne '*') |
|
542
|
|
|
|
|
|
|
{ |
|
543
|
0
|
|
|
|
|
0
|
foreach my $newcod (@posarr) |
|
544
|
|
|
|
|
|
|
{ |
|
545
|
0
|
|
|
|
|
0
|
my @prevM = @optM; |
|
546
|
0
|
|
|
|
|
0
|
my $prevseq = $optseq; |
|
547
|
|
|
|
|
|
|
|
|
548
|
0
|
|
|
|
|
0
|
foreach my $nt (split(//, $newcod)) |
|
549
|
|
|
|
|
|
|
{ |
|
550
|
0
|
|
|
|
|
0
|
my $currseq = $prevseq . $nt; |
|
551
|
0
|
|
|
|
|
0
|
my $currlen = length($currseq); |
|
552
|
0
|
|
|
|
|
0
|
my @currM = (); |
|
553
|
0
|
|
|
|
|
0
|
my $pos = 0; |
|
554
|
0
|
|
|
|
|
0
|
push @currM, 0; |
|
555
|
0
|
|
|
|
|
0
|
while($pos < $currlen) |
|
556
|
|
|
|
|
|
|
{ |
|
557
|
0
|
|
|
|
|
0
|
my $nt2 = substr($currseq, $pos, 1); |
|
558
|
0
|
|
|
|
|
0
|
my $nidx1 = $nt2idx{$nt}; |
|
559
|
0
|
|
|
|
|
0
|
my $nidx2 = $nt2idx{$nt2}; |
|
560
|
0
|
|
|
|
|
0
|
push @currM, max(0, $prevM[$pos]+$s[$nidx1][$nidx2]); |
|
561
|
0
|
|
|
|
|
0
|
$pos++; |
|
562
|
|
|
|
|
|
|
} |
|
563
|
0
|
|
|
|
|
0
|
@prevM = @currM; |
|
564
|
0
|
|
|
|
|
0
|
$prevseq = $currseq; |
|
565
|
|
|
|
|
|
|
} |
|
566
|
0
|
|
|
|
|
0
|
my $scoresum = 0; |
|
567
|
0
|
|
|
|
|
0
|
foreach my $i (@prevM) |
|
568
|
|
|
|
|
|
|
{ |
|
569
|
0
|
0
|
|
|
|
0
|
if ($i >= $score_threshold) |
|
570
|
|
|
|
|
|
|
{ |
|
571
|
0
|
|
|
|
|
0
|
$scoresum += $i; |
|
572
|
|
|
|
|
|
|
} |
|
573
|
|
|
|
|
|
|
} |
|
574
|
0
|
0
|
|
|
|
0
|
if ($min_score > $scoresum) |
|
575
|
|
|
|
|
|
|
{ |
|
576
|
0
|
|
|
|
|
0
|
$min_score = $scoresum; |
|
577
|
0
|
|
|
|
|
0
|
$min_seq = $prevseq; |
|
578
|
0
|
|
|
|
|
0
|
@minM = @prevM; |
|
579
|
|
|
|
|
|
|
} |
|
580
|
|
|
|
|
|
|
} |
|
581
|
|
|
|
|
|
|
} |
|
582
|
|
|
|
|
|
|
else |
|
583
|
|
|
|
|
|
|
{ |
|
584
|
0
|
|
|
|
|
0
|
$optseq = $optseq . $cod; |
|
585
|
0
|
|
|
|
|
0
|
last; |
|
586
|
|
|
|
|
|
|
} |
|
587
|
0
|
|
|
|
|
0
|
@optM = @minM; |
|
588
|
0
|
|
|
|
|
0
|
$optseq = $min_seq; |
|
589
|
0
|
|
|
|
|
0
|
$offset+=3; |
|
590
|
|
|
|
|
|
|
} |
|
591
|
0
|
|
|
|
|
0
|
return $optseq; |
|
592
|
|
|
|
|
|
|
} |
|
593
|
|
|
|
|
|
|
|
|
594
|
|
|
|
|
|
|
=head2 _pattern_aligner |
|
595
|
|
|
|
|
|
|
|
|
596
|
|
|
|
|
|
|
takes a nucleotide sequence, a pattern, a peptide sequence, and a codon table |
|
597
|
|
|
|
|
|
|
and inserts Ns before the pattern until they align properly. This is so a |
|
598
|
|
|
|
|
|
|
pattern can be inserted out of frame. |
|
599
|
|
|
|
|
|
|
|
|
600
|
|
|
|
|
|
|
in: nucleotide sequence (string), |
|
601
|
|
|
|
|
|
|
nucleotide pattern (string), |
|
602
|
|
|
|
|
|
|
amino acid sequence (string), |
|
603
|
|
|
|
|
|
|
codon table (hash reference) |
|
604
|
|
|
|
|
|
|
out: nucleotide pattern (string) |
|
605
|
|
|
|
|
|
|
|
|
606
|
|
|
|
|
|
|
=cut |
|
607
|
|
|
|
|
|
|
|
|
608
|
|
|
|
|
|
|
sub _pattern_aligner |
|
609
|
|
|
|
|
|
|
{ |
|
610
|
3
|
|
|
3
|
|
7
|
my ($critseg, $pattern, $peptide, $codon_t, $memo) = @_; |
|
611
|
3
|
|
|
|
|
8
|
my $diff = length($critseg) - length($pattern); |
|
612
|
3
|
|
|
|
|
9
|
my ($newpatt, $nstring, $rounds, $offset, $check, $pcheck) = (q{}, "N" x $diff, 0, 0, q{}, q{}); |
|
613
|
|
|
|
|
|
|
# print "seeking $pattern for $peptide from $critseg...\n"; |
|
614
|
3
|
|
66
|
|
|
23
|
while ($check ne $peptide && $rounds <= $diff*2 + 1) |
|
615
|
|
|
|
|
|
|
{ |
|
616
|
6
|
50
|
|
|
|
23
|
$newpatt = $rounds <= $diff |
|
617
|
|
|
|
|
|
|
? substr($nstring, 0, $rounds) . $pattern |
|
618
|
|
|
|
|
|
|
: substr($nstring, 0, ($rounds-3)) . _complement($pattern, 1); |
|
619
|
6
|
|
|
|
|
37
|
$newpatt .= "N" while (length($newpatt) != length($critseg)); |
|
620
|
|
|
|
|
|
|
# print "\t$newpatt\n"; |
|
621
|
6
|
|
|
|
|
12
|
my ($noff, $poff) = (0, 0); |
|
622
|
6
|
|
|
|
|
8
|
$check = q{}; |
|
623
|
6
|
|
|
|
|
19
|
while ($poff < length($peptide)) |
|
624
|
|
|
|
|
|
|
{ |
|
625
|
18
|
|
|
|
|
55
|
my @possibles = _degcodon_to_aas( substr($newpatt, $noff, 3), $codon_t, $memo ); |
|
626
|
|
|
|
|
|
|
# print "\t\t@possibles\n"; |
|
627
|
18
|
|
|
|
|
44
|
$check .= $_ foreach( grep { substr($peptide, $poff, 1) eq $_ } @possibles); |
|
|
52
|
|
|
|
|
133
|
|
|
628
|
18
|
|
|
|
|
27
|
$noff += 3; |
|
629
|
18
|
|
|
|
|
60
|
$poff ++; |
|
630
|
|
|
|
|
|
|
} |
|
631
|
6
|
|
|
|
|
23
|
$pcheck = _translate(substr($critseg, $offset, length($peptide) * 3), 1, $codon_t); |
|
632
|
|
|
|
|
|
|
# print "\t\t$check, $pcheck, $offset\n"; |
|
633
|
6
|
|
|
|
|
14
|
$rounds++; |
|
634
|
6
|
100
|
|
|
|
37
|
$offset += 3 if ($rounds % 3 == 0); |
|
635
|
|
|
|
|
|
|
# $check = q{} if ( $pcheck !~ $check); |
|
636
|
|
|
|
|
|
|
} |
|
637
|
3
|
50
|
|
|
|
9
|
$newpatt = "0" if ($check ne $peptide); |
|
638
|
|
|
|
|
|
|
# print "\t\tpataln $check, $pcheck, $rounds, $newpatt\n" if ($check ne $peptide); |
|
639
|
3
|
|
|
|
|
13
|
return ($newpatt, $rounds - 1); |
|
640
|
|
|
|
|
|
|
} |
|
641
|
|
|
|
|
|
|
|
|
642
|
|
|
|
|
|
|
=head2 _pattern_adder() |
|
643
|
|
|
|
|
|
|
|
|
644
|
|
|
|
|
|
|
takes a nucleotide sequence, a nucleotide "pattern" to be interpolated, and |
|
645
|
|
|
|
|
|
|
the codon table, and returns an edited nucleotide sequence that contains the |
|
646
|
|
|
|
|
|
|
pattern (if possible). |
|
647
|
|
|
|
|
|
|
|
|
648
|
|
|
|
|
|
|
in: nucleotide sequence (string), |
|
649
|
|
|
|
|
|
|
nucleotide pattern (string), |
|
650
|
|
|
|
|
|
|
codon table (hash reference) |
|
651
|
|
|
|
|
|
|
out: nucleotide sequence (string) OR null |
|
652
|
|
|
|
|
|
|
|
|
653
|
|
|
|
|
|
|
=cut |
|
654
|
|
|
|
|
|
|
|
|
655
|
|
|
|
|
|
|
sub _pattern_adder |
|
656
|
|
|
|
|
|
|
{ |
|
657
|
1
|
|
|
1
|
|
4
|
my ($oldpatt, $newpatt, $codon_t, $revcodon_t, $memo) = @_; |
|
658
|
|
|
|
|
|
|
#assume that critseg and pattern come in as complete codons |
|
659
|
|
|
|
|
|
|
# (i.e., have been run through pattern_aligner) |
|
660
|
1
|
|
|
|
|
3
|
my $copy = q{}; |
|
661
|
1
|
|
|
|
|
6
|
for (my $offset = 0; $offset < length($oldpatt); $offset += 3) |
|
662
|
|
|
|
|
|
|
{ |
|
663
|
3
|
|
|
|
|
6
|
my $curcod = substr($oldpatt, $offset, 3); |
|
664
|
3
|
|
|
|
|
6
|
my $curtar = substr($newpatt, $offset, 3); |
|
665
|
3
|
|
|
|
|
12
|
my $ctregx = _regres($curtar); |
|
666
|
3
|
|
|
|
|
12
|
foreach my $g (_degcodon_to_aas($curcod, $codon_t, $memo)) |
|
667
|
|
|
|
|
|
|
{ |
|
668
|
3
|
100
|
|
|
|
22
|
if ($curcod =~ $ctregx) |
|
669
|
|
|
|
|
|
|
{ |
|
670
|
1
|
|
|
|
|
8
|
$copy .= $curcod; |
|
671
|
|
|
|
|
|
|
} |
|
672
|
|
|
|
|
|
|
else |
|
673
|
|
|
|
|
|
|
{ |
|
674
|
2
|
|
|
|
|
5
|
my @arr = @{$revcodon_t->{$g}}; |
|
|
2
|
|
|
|
|
10
|
|
|
675
|
2
|
|
|
|
|
5
|
foreach my $potcod (@arr) |
|
676
|
|
|
|
|
|
|
{ |
|
677
|
8
|
|
|
|
|
12
|
my $flag = 0; |
|
678
|
8
|
100
|
66
|
|
|
51
|
$flag++ if ($potcod =~ $ctregx || $curtar =~ _regres($potcod)); |
|
679
|
8
|
100
|
|
|
|
30
|
if ($flag != 0) |
|
680
|
|
|
|
|
|
|
{ |
|
681
|
2
|
|
|
|
|
5
|
$copy .= $potcod; |
|
682
|
2
|
|
|
|
|
17
|
last; |
|
683
|
|
|
|
|
|
|
} |
|
684
|
|
|
|
|
|
|
} |
|
685
|
|
|
|
|
|
|
} |
|
686
|
|
|
|
|
|
|
# print "\t\tpatadd\t($curcod, $curtar)\t$copy<br>\n"; |
|
687
|
|
|
|
|
|
|
} |
|
688
|
|
|
|
|
|
|
} |
|
689
|
|
|
|
|
|
|
# print "\t\tpatadd $copy from $oldpatt\n"; |
|
690
|
1
|
50
|
|
|
|
7
|
return length($copy) == length($oldpatt) ? $copy : 0; |
|
691
|
|
|
|
|
|
|
} |
|
692
|
|
|
|
|
|
|
|
|
693
|
|
|
|
|
|
|
=head2 _codon_change_type |
|
694
|
|
|
|
|
|
|
|
|
695
|
|
|
|
|
|
|
=cut |
|
696
|
|
|
|
|
|
|
|
|
697
|
|
|
|
|
|
|
sub _codon_change_type |
|
698
|
|
|
|
|
|
|
{ |
|
699
|
0
|
|
|
0
|
|
|
my ($oldcod, $newcod, $codon_t) = @_; |
|
700
|
0
|
|
|
|
|
|
my $oldaa = $codon_t->{$oldcod}; |
|
701
|
0
|
|
|
|
|
|
my $newaa = $codon_t->{$newcod}; |
|
702
|
0
|
0
|
|
|
|
|
my $type = $oldaa eq $newaa |
|
|
|
0
|
|
|
|
|
|
|
|
|
0
|
|
|
|
|
|
|
|
|
0
|
|
|
|
|
|
|
703
|
|
|
|
|
|
|
? $oldaa eq q{*} |
|
704
|
|
|
|
|
|
|
? 'stop_retained_variant' |
|
705
|
|
|
|
|
|
|
: 'synonymous_codon' |
|
706
|
|
|
|
|
|
|
: $oldaa eq q{*} |
|
707
|
|
|
|
|
|
|
? 'stop_lost' |
|
708
|
|
|
|
|
|
|
: $newaa eq q{*} |
|
709
|
|
|
|
|
|
|
? 'stop_gained' |
|
710
|
|
|
|
|
|
|
: 'non_synonymous_codon'; |
|
711
|
0
|
|
|
|
|
|
return $type; |
|
712
|
|
|
|
|
|
|
} |
|
713
|
|
|
|
|
|
|
|
|
714
|
|
|
|
|
|
|
1; |
|
715
|
|
|
|
|
|
|
|
|
716
|
|
|
|
|
|
|
__END__ |
|
717
|
|
|
|
|
|
|
|
|
718
|
|
|
|
|
|
|
=head1 COPYRIGHT AND LICENSE |
|
719
|
|
|
|
|
|
|
|
|
720
|
|
|
|
|
|
|
Copyright (c) 2013, GeneDesign developers |
|
721
|
|
|
|
|
|
|
All rights reserved. |
|
722
|
|
|
|
|
|
|
|
|
723
|
|
|
|
|
|
|
Redistribution and use in source and binary forms, with or without modification, |
|
724
|
|
|
|
|
|
|
are permitted provided that the following conditions are met: |
|
725
|
|
|
|
|
|
|
|
|
726
|
|
|
|
|
|
|
* Redistributions of source code must retain the above copyright notice, this |
|
727
|
|
|
|
|
|
|
list of conditions and the following disclaimer. |
|
728
|
|
|
|
|
|
|
|
|
729
|
|
|
|
|
|
|
* Redistributions in binary form must reproduce the above copyright notice, this |
|
730
|
|
|
|
|
|
|
list of conditions and the following disclaimer in the documentation and/or |
|
731
|
|
|
|
|
|
|
other materials provided with the distribution. |
|
732
|
|
|
|
|
|
|
|
|
733
|
|
|
|
|
|
|
* The names of Johns Hopkins, the Joint Genome Institute, the Lawrence Berkeley |
|
734
|
|
|
|
|
|
|
National Laboratory, the Department of Energy, and the GeneDesign developers may |
|
735
|
|
|
|
|
|
|
not be used to endorse or promote products derived from this software without |
|
736
|
|
|
|
|
|
|
specific prior written permission. |
|
737
|
|
|
|
|
|
|
|
|
738
|
|
|
|
|
|
|
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND |
|
739
|
|
|
|
|
|
|
ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED |
|
740
|
|
|
|
|
|
|
WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE |
|
741
|
|
|
|
|
|
|
DISCLAIMED. IN NO EVENT SHALL THE DEVELOPERS BE LIABLE FOR ANY DIRECT, INDIRECT, |
|
742
|
|
|
|
|
|
|
INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT |
|
743
|
|
|
|
|
|
|
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR |
|
744
|
|
|
|
|
|
|
PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF |
|
745
|
|
|
|
|
|
|
LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE |
|
746
|
|
|
|
|
|
|
OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF |
|
747
|
|
|
|
|
|
|
ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
|
748
|
|
|
|
|
|
|
|
|
749
|
|
|
|
|
|
|
=cut |