| line |
stmt |
bran |
cond |
sub |
pod |
time |
code |
|
1
|
|
|
|
|
|
|
# |
|
2
|
|
|
|
|
|
|
# BioPerl module for Bio::Align::PairwiseStatistics |
|
3
|
|
|
|
|
|
|
# |
|
4
|
|
|
|
|
|
|
# Please direct questions and support issues to |
|
5
|
|
|
|
|
|
|
# |
|
6
|
|
|
|
|
|
|
# Cared for by Jason Stajich |
|
7
|
|
|
|
|
|
|
# |
|
8
|
|
|
|
|
|
|
# Copyright Jason Stajich |
|
9
|
|
|
|
|
|
|
# |
|
10
|
|
|
|
|
|
|
# You may distribute this module under the same terms as perl itself |
|
11
|
|
|
|
|
|
|
|
|
12
|
|
|
|
|
|
|
# POD documentation - main docs before the code |
|
13
|
|
|
|
|
|
|
|
|
14
|
|
|
|
|
|
|
=head1 NAME |
|
15
|
|
|
|
|
|
|
|
|
16
|
|
|
|
|
|
|
Bio::Align::PairwiseStatistics - Base statistic object for Pairwise Alignments |
|
17
|
|
|
|
|
|
|
|
|
18
|
|
|
|
|
|
|
=head1 SYNOPSIS |
|
19
|
|
|
|
|
|
|
|
|
20
|
|
|
|
|
|
|
use strict; |
|
21
|
|
|
|
|
|
|
my $stats = Bio::Align::PairwiseStatistics->new(); |
|
22
|
|
|
|
|
|
|
|
|
23
|
|
|
|
|
|
|
# get alignment object of two sequences somehow |
|
24
|
|
|
|
|
|
|
my $pwaln; |
|
25
|
|
|
|
|
|
|
print $stats->number_of_comparable_bases($pwaln); |
|
26
|
|
|
|
|
|
|
my $score = $stats->score_nuc($pwaln); |
|
27
|
|
|
|
|
|
|
|
|
28
|
|
|
|
|
|
|
|
|
29
|
|
|
|
|
|
|
=head1 DESCRIPTION |
|
30
|
|
|
|
|
|
|
|
|
31
|
|
|
|
|
|
|
Calculate pairwise statistics. |
|
32
|
|
|
|
|
|
|
|
|
33
|
|
|
|
|
|
|
=head1 FEEDBACK |
|
34
|
|
|
|
|
|
|
|
|
35
|
|
|
|
|
|
|
=head2 Mailing Lists |
|
36
|
|
|
|
|
|
|
|
|
37
|
|
|
|
|
|
|
User feedback is an integral part of the evolution of this and other |
|
38
|
|
|
|
|
|
|
Bioperl modules. Send your comments and suggestions preferably to |
|
39
|
|
|
|
|
|
|
the Bioperl mailing list. Your participation is much appreciated. |
|
40
|
|
|
|
|
|
|
|
|
41
|
|
|
|
|
|
|
bioperl-l@bioperl.org - General discussion |
|
42
|
|
|
|
|
|
|
http://bioperl.org/wiki/Mailing_lists - About the mailing lists |
|
43
|
|
|
|
|
|
|
|
|
44
|
|
|
|
|
|
|
=head2 Support |
|
45
|
|
|
|
|
|
|
|
|
46
|
|
|
|
|
|
|
Please direct usage questions or support issues to the mailing list: |
|
47
|
|
|
|
|
|
|
|
|
48
|
|
|
|
|
|
|
I |
|
49
|
|
|
|
|
|
|
|
|
50
|
|
|
|
|
|
|
rather than to the module maintainer directly. Many experienced and |
|
51
|
|
|
|
|
|
|
reponsive experts will be able look at the problem and quickly |
|
52
|
|
|
|
|
|
|
address it. Please include a thorough description of the problem |
|
53
|
|
|
|
|
|
|
with code and data examples if at all possible. |
|
54
|
|
|
|
|
|
|
|
|
55
|
|
|
|
|
|
|
=head2 Reporting Bugs |
|
56
|
|
|
|
|
|
|
|
|
57
|
|
|
|
|
|
|
Report bugs to the Bioperl bug tracking system to help us keep track |
|
58
|
|
|
|
|
|
|
of the bugs and their resolution. Bug reports can be submitted via the |
|
59
|
|
|
|
|
|
|
web: |
|
60
|
|
|
|
|
|
|
|
|
61
|
|
|
|
|
|
|
https://github.com/bioperl/bioperl-live/issues |
|
62
|
|
|
|
|
|
|
|
|
63
|
|
|
|
|
|
|
=head1 AUTHOR - Jason Stajich |
|
64
|
|
|
|
|
|
|
|
|
65
|
|
|
|
|
|
|
Email jason-at-bioperl-dot-org |
|
66
|
|
|
|
|
|
|
|
|
67
|
|
|
|
|
|
|
=head1 APPENDIX |
|
68
|
|
|
|
|
|
|
|
|
69
|
|
|
|
|
|
|
The rest of the documentation details each of the object methods. |
|
70
|
|
|
|
|
|
|
Internal methods are usually preceded with a _ |
|
71
|
|
|
|
|
|
|
|
|
72
|
|
|
|
|
|
|
=cut |
|
73
|
|
|
|
|
|
|
|
|
74
|
|
|
|
|
|
|
|
|
75
|
|
|
|
|
|
|
# Let the code begin... |
|
76
|
|
|
|
|
|
|
|
|
77
|
|
|
|
|
|
|
|
|
78
|
|
|
|
|
|
|
package Bio::Align::PairwiseStatistics; |
|
79
|
4
|
|
|
4
|
|
13
|
use vars qw($GapChars); |
|
|
4
|
|
|
|
|
3
|
|
|
|
4
|
|
|
|
|
124
|
|
|
80
|
4
|
|
|
4
|
|
11
|
use strict; |
|
|
4
|
|
|
|
|
3
|
|
|
|
4
|
|
|
|
|
75
|
|
|
81
|
|
|
|
|
|
|
|
|
82
|
|
|
|
|
|
|
|
|
83
|
4
|
|
|
4
|
|
49
|
BEGIN { $GapChars = '(\.|\-)'; } |
|
84
|
|
|
|
|
|
|
|
|
85
|
4
|
|
|
4
|
|
11
|
use base qw(Bio::Root::Root Bio::Align::StatisticsI); |
|
|
4
|
|
|
|
|
7
|
|
|
|
4
|
|
|
|
|
1126
|
|
|
86
|
|
|
|
|
|
|
|
|
87
|
|
|
|
|
|
|
=head2 number_of_comparable_bases |
|
88
|
|
|
|
|
|
|
|
|
89
|
|
|
|
|
|
|
Title : number_of_comparable_bases |
|
90
|
|
|
|
|
|
|
Usage : my $bases = $stat->number_of_comparable_bases($aln); |
|
91
|
|
|
|
|
|
|
Function: Returns the count of the number of bases that can be |
|
92
|
|
|
|
|
|
|
compared (L) in this alignment ( length - gaps) |
|
93
|
|
|
|
|
|
|
Returns : integer |
|
94
|
|
|
|
|
|
|
Args : L |
|
95
|
|
|
|
|
|
|
|
|
96
|
|
|
|
|
|
|
|
|
97
|
|
|
|
|
|
|
=cut |
|
98
|
|
|
|
|
|
|
|
|
99
|
|
|
|
|
|
|
sub number_of_comparable_bases{ |
|
100
|
8
|
|
|
8
|
1
|
11
|
my ($self,$aln) = @_; |
|
101
|
8
|
50
|
33
|
|
|
44
|
if ( ! defined $aln || ! $aln->isa('Bio::Align::AlignI') ) { |
|
|
|
50
|
|
|
|
|
|
|
102
|
0
|
|
|
|
|
0
|
$self->throw("Must provide a Bio::Align::AlignI compliant object to ". |
|
103
|
|
|
|
|
|
|
"Bio::Align::PairwiseStatistics"); |
|
104
|
0
|
|
|
|
|
0
|
return 0; |
|
105
|
|
|
|
|
|
|
} elsif ( $aln->num_sequences != 2 ) { |
|
106
|
0
|
|
|
|
|
0
|
$self->throw("Only pairwise calculations supported. Found ". |
|
107
|
|
|
|
|
|
|
$aln->num_sequences." sequences in alignment\n"); |
|
108
|
|
|
|
|
|
|
} |
|
109
|
8
|
|
|
|
|
12
|
my $L = $aln->length - $self->number_of_gaps($aln); |
|
110
|
8
|
|
|
|
|
15
|
return $L; |
|
111
|
|
|
|
|
|
|
} |
|
112
|
|
|
|
|
|
|
|
|
113
|
|
|
|
|
|
|
=head2 number_of_differences |
|
114
|
|
|
|
|
|
|
|
|
115
|
|
|
|
|
|
|
Title : number_of_differences |
|
116
|
|
|
|
|
|
|
Usage : my $nd = $stat->number_of_distances($aln); |
|
117
|
|
|
|
|
|
|
Function: Returns the number of differences between two sequences |
|
118
|
|
|
|
|
|
|
Returns : integer |
|
119
|
|
|
|
|
|
|
Args : L |
|
120
|
|
|
|
|
|
|
|
|
121
|
|
|
|
|
|
|
|
|
122
|
|
|
|
|
|
|
=cut |
|
123
|
|
|
|
|
|
|
|
|
124
|
|
|
|
|
|
|
sub number_of_differences{ |
|
125
|
2
|
|
|
2
|
1
|
3
|
my ($self,$aln) = @_; |
|
126
|
2
|
50
|
33
|
|
|
16
|
if( ! defined $aln || ! $aln->isa('Bio::Align::AlignI') ) { |
|
|
|
50
|
|
|
|
|
|
|
127
|
0
|
|
|
|
|
0
|
$self->throw("Must provide a Bio::Align::AlignI compliant object to ". |
|
128
|
|
|
|
|
|
|
"Bio::Align::PairwiseStatistics"); |
|
129
|
|
|
|
|
|
|
} elsif ( $aln->num_sequences != 2 ) { |
|
130
|
0
|
|
|
|
|
0
|
$self->throw("Only pairwise calculations supported. Found ". |
|
131
|
|
|
|
|
|
|
$aln->num_sequences." sequences in alignment\n"); |
|
132
|
|
|
|
|
|
|
} |
|
133
|
2
|
|
|
|
|
2
|
my (@seqs); |
|
134
|
2
|
|
|
|
|
4
|
foreach my $seq ( $aln->each_seq ) { |
|
135
|
4
|
|
|
|
|
9
|
push @seqs, [ split(//,$seq->seq())]; |
|
136
|
|
|
|
|
|
|
} |
|
137
|
2
|
|
|
|
|
2
|
my $firstseq = shift @seqs; |
|
138
|
|
|
|
|
|
|
#my $secondseq = shift @seqs; |
|
139
|
2
|
|
|
|
|
3
|
my $diffcount = 0; |
|
140
|
2
|
|
|
|
|
5
|
for (my $i = 0;$i<$aln->length; $i++ ) { |
|
141
|
383
|
100
|
|
|
|
1041
|
next if ( $firstseq->[$i] =~ /^$GapChars$/ ); |
|
142
|
356
|
|
|
|
|
580
|
foreach my $seq ( @seqs ) { |
|
143
|
356
|
100
|
|
|
|
672
|
next if ( $seq->[$i] =~ /^$GapChars$/ ); |
|
144
|
343
|
100
|
|
|
|
808
|
if( $firstseq->[$i] ne $seq->[$i] ) { |
|
145
|
40
|
|
|
|
|
79
|
$diffcount++; |
|
146
|
|
|
|
|
|
|
} |
|
147
|
|
|
|
|
|
|
} |
|
148
|
|
|
|
|
|
|
} |
|
149
|
2
|
|
|
|
|
32
|
return $diffcount; |
|
150
|
|
|
|
|
|
|
} |
|
151
|
|
|
|
|
|
|
|
|
152
|
|
|
|
|
|
|
=head2 number_of_gaps |
|
153
|
|
|
|
|
|
|
|
|
154
|
|
|
|
|
|
|
Title : number_of_gaps |
|
155
|
|
|
|
|
|
|
Usage : my $nd = $stat->number_of_gaps($aln); |
|
156
|
|
|
|
|
|
|
Function: Returns the number of gapped positions among sequences in alignment |
|
157
|
|
|
|
|
|
|
Returns : integer |
|
158
|
|
|
|
|
|
|
Args : L |
|
159
|
|
|
|
|
|
|
|
|
160
|
|
|
|
|
|
|
|
|
161
|
|
|
|
|
|
|
=cut |
|
162
|
|
|
|
|
|
|
|
|
163
|
|
|
|
|
|
|
sub number_of_gaps{ |
|
164
|
10
|
|
|
10
|
1
|
11
|
my ($self,$aln) = @_; |
|
165
|
10
|
50
|
33
|
|
|
54
|
if ( ! defined $aln || ! $aln->isa('Bio::Align::AlignI') ) { |
|
|
|
50
|
|
|
|
|
|
|
166
|
0
|
|
|
|
|
0
|
$self->throw("Must provide a Bio::Align::AlignI compliant object to ". |
|
167
|
|
|
|
|
|
|
"Bio::Align::PairwiseStatistics"); |
|
168
|
|
|
|
|
|
|
} elsif ( $aln->num_sequences != 2 ) { |
|
169
|
0
|
|
|
|
|
0
|
$self->throw("Only pairwise calculations supported. Found ". |
|
170
|
|
|
|
|
|
|
$aln->num_sequences." sequences in alignment\n"); |
|
171
|
|
|
|
|
|
|
} |
|
172
|
10
|
|
|
|
|
19
|
my $gapline = $aln->gap_line; |
|
173
|
|
|
|
|
|
|
# this will count the number of '-' characters |
|
174
|
10
|
|
|
|
|
62
|
return $gapline =~ tr/-/-/; |
|
175
|
|
|
|
|
|
|
} |
|
176
|
|
|
|
|
|
|
|
|
177
|
|
|
|
|
|
|
|
|
178
|
|
|
|
|
|
|
=head2 score_nuc |
|
179
|
|
|
|
|
|
|
|
|
180
|
|
|
|
|
|
|
Title : score_nuc |
|
181
|
|
|
|
|
|
|
Usage : my $score = $stat->score_nuc($aln); |
|
182
|
|
|
|
|
|
|
or |
|
183
|
|
|
|
|
|
|
my $score = $stat->score_nuc( |
|
184
|
|
|
|
|
|
|
-aln =>$aln, |
|
185
|
|
|
|
|
|
|
-match => 1, |
|
186
|
|
|
|
|
|
|
-mismatch => -1, |
|
187
|
|
|
|
|
|
|
-gap_open => -1, |
|
188
|
|
|
|
|
|
|
-gap_ext => -1 |
|
189
|
|
|
|
|
|
|
); |
|
190
|
|
|
|
|
|
|
Function: Calculate the score of an alignment of 2 nucleic acid sequences. The |
|
191
|
|
|
|
|
|
|
scoring parameters can be specified. Otherwise the blastn default |
|
192
|
|
|
|
|
|
|
parameters are used: match = 2, mismatch = -3, gap opening = -5, gap |
|
193
|
|
|
|
|
|
|
extension = -2 |
|
194
|
|
|
|
|
|
|
Returns : alignment score (number) |
|
195
|
|
|
|
|
|
|
Args : L |
|
196
|
|
|
|
|
|
|
match score [optional] |
|
197
|
|
|
|
|
|
|
mismatch score [optional] |
|
198
|
|
|
|
|
|
|
gap opening score [optional] |
|
199
|
|
|
|
|
|
|
gap extension score [optional] |
|
200
|
|
|
|
|
|
|
|
|
201
|
|
|
|
|
|
|
=cut |
|
202
|
|
|
|
|
|
|
|
|
203
|
|
|
|
|
|
|
sub score_nuc { |
|
204
|
4
|
|
|
4
|
1
|
7
|
my ($self, @args) = @_; |
|
205
|
4
|
|
|
|
|
18
|
my ( $aln, $match, $mismatch, $gap_open, $gap_ext) = $self->_rearrange( [qw( |
|
206
|
|
|
|
|
|
|
ALN MATCH MISMATCH GAP_OPEN GAP_EXT)], @args ); |
|
207
|
4
|
50
|
33
|
|
|
31
|
if ( ! defined $aln || ! $aln->isa('Bio::Align::AlignI') ) { |
|
|
|
50
|
|
|
|
|
|
|
208
|
0
|
|
|
|
|
0
|
$self->throw("Must provide a Bio::Align::AlignI compliant object to ". |
|
209
|
|
|
|
|
|
|
"Bio::Align::PairwiseStatistics"); |
|
210
|
|
|
|
|
|
|
} elsif ( $aln->num_sequences != 2 ) { |
|
211
|
0
|
|
|
|
|
0
|
$self->throw("Only pairwise calculations supported. Found ". |
|
212
|
|
|
|
|
|
|
$aln->num_sequences." sequences in alignment\n"); |
|
213
|
|
|
|
|
|
|
} |
|
214
|
4
|
|
|
|
|
8
|
my $seq1 = $aln->get_seq_by_pos(1); |
|
215
|
4
|
|
|
|
|
7
|
my $seq2 = $aln->get_seq_by_pos(2); |
|
216
|
4
|
50
|
33
|
|
|
9
|
if (! ( ($seq1->alphabet eq 'dna' || $seq1->alphabet eq 'rna') && |
|
|
|
|
33
|
|
|
|
|
|
|
|
|
33
|
|
|
|
|
|
217
|
|
|
|
|
|
|
($seq2->alphabet eq 'dna' || $seq2->alphabet eq 'rna') )) { |
|
218
|
0
|
|
|
|
|
0
|
$self->throw("Can only score nucleic acid alignments"); |
|
219
|
|
|
|
|
|
|
} |
|
220
|
4
|
|
100
|
|
|
11
|
$match ||= 2; # Blastn scoring defaults |
|
221
|
4
|
|
100
|
|
|
7
|
$mismatch ||= -3; |
|
222
|
4
|
|
100
|
|
|
8
|
$gap_open ||= -5; |
|
223
|
4
|
|
100
|
|
|
7
|
$gap_ext ||= -2; |
|
224
|
4
|
|
|
|
|
3
|
my $score = 0; |
|
225
|
4
|
|
|
|
|
4
|
my $prevres1 = '-'; |
|
226
|
4
|
|
|
|
|
3
|
my $prevres2 = '-'; |
|
227
|
4
|
|
|
|
|
8
|
for (my $pos = 1 ; $pos <= $aln->length ; $pos++) { |
|
228
|
766
|
|
|
|
|
906
|
my $res1 = $seq1->subseq($pos, $pos); |
|
229
|
766
|
|
|
|
|
891
|
my $res2 = $seq2->subseq($pos, $pos); |
|
230
|
766
|
100
|
100
|
|
|
1947
|
if (!($res1 eq '-' || $res2 eq '-')) { # no gap |
|
231
|
686
|
100
|
|
|
|
620
|
if ($res1 eq $res2) { # same residue |
|
232
|
606
|
|
|
|
|
481
|
$score += $match; |
|
233
|
|
|
|
|
|
|
} else { # other residue |
|
234
|
80
|
|
|
|
|
70
|
$score += $mismatch; |
|
235
|
|
|
|
|
|
|
} |
|
236
|
|
|
|
|
|
|
} else { # open or ext gap? |
|
237
|
80
|
|
|
|
|
56
|
my $open = 0; |
|
238
|
80
|
50
|
66
|
|
|
174
|
if (!($res1 eq '-' && $res2 eq '-')) { # exactly one gap |
|
239
|
80
|
|
|
|
|
54
|
my $prevres = $prevres1; |
|
240
|
80
|
100
|
|
|
|
131
|
$prevres = $prevres2 if $res2 eq '-'; |
|
241
|
80
|
100
|
|
|
|
104
|
$open = 1 unless $prevres eq '-'; |
|
242
|
|
|
|
|
|
|
} else { # 2 gaps |
|
243
|
0
|
0
|
0
|
|
|
0
|
$open = 1 unless $prevres1 eq '-' && $prevres2 eq '-'; |
|
244
|
|
|
|
|
|
|
} |
|
245
|
80
|
100
|
|
|
|
78
|
if ($open) { |
|
246
|
32
|
|
|
|
|
27
|
$score += $gap_open; # gap opening |
|
247
|
|
|
|
|
|
|
} else { |
|
248
|
48
|
|
|
|
|
42
|
$score += $gap_ext; # gap extension |
|
249
|
|
|
|
|
|
|
} |
|
250
|
|
|
|
|
|
|
} |
|
251
|
766
|
|
|
|
|
486
|
$prevres1 = $res1; |
|
252
|
766
|
|
|
|
|
1152
|
$prevres2 = $res2; |
|
253
|
|
|
|
|
|
|
} |
|
254
|
4
|
|
|
|
|
16
|
return $score; |
|
255
|
|
|
|
|
|
|
} |
|
256
|
|
|
|
|
|
|
|
|
257
|
|
|
|
|
|
|
1; |