Mercurial > repos > romaingred > pirna_pipeline
comparison bin/ppp.pm @ 0:198009598544 draft
Uploaded
author | romaingred |
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date | Wed, 11 Oct 2017 09:57:58 -0400 |
parents | |
children | 8031792a6e2c |
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-1:000000000000 | 0:198009598544 |
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1 package ppp; | |
2 | |
3 use strict; | |
4 use warnings; | |
5 use FindBin; | |
6 use lib $FindBin::Bin; | |
7 use Rcall qw ( histogram ); | |
8 use Math::CDF; | |
9 | |
10 use Exporter; | |
11 our @ISA = qw( Exporter ); | |
12 our @EXPORT_OK = qw( &ping_pong_partners ); | |
13 | |
14 sub ping_pong_partners | |
15 { | |
16 my ( $TE_fai, $sam, $dir, $max ) = @_; | |
17 my ( $hashRef, $dupRef ) = count_mapped ( $TE_fai, $sam ); | |
18 my ( %num_per_overlap_size, $overlap_number, $reverseR, $begRev, $endRev, $sensR, $begSens, $endSens, $snum, $rnum, $overlap ); | |
19 my ( $SP, $AP, $SN, $AN, $txt); | |
20 my $flag = 0; | |
21 my @distri_overlap = (); my @overlaps_names = (); | |
22 | |
23 open my $ppp_f, '>', $dir."ppp.txt" || die "cannot create ppp.txt $!\n"; | |
24 foreach my $k ( sort keys %{$hashRef} ) | |
25 { | |
26 my $v = $hashRef->{$k}; | |
27 my $TE_dir = $dir.$k.'/'; | |
28 | |
29 %num_per_overlap_size = (); $overlap_number = 0; | |
30 $flag = 0; | |
31 for ( my $i = 0; $i <= $#{$v->[1]} ; $i++ ) | |
32 { | |
33 $reverseR = ${$v->[1]}[$i] ; | |
34 $begRev = $reverseR->[0]; | |
35 $endRev = $begRev + length($reverseR->[1]) - 1; | |
36 | |
37 my $revR = reverse($reverseR->[1]); | |
38 $revR =~ tr/atgcuATGCU/tacgaTACGA/; | |
39 | |
40 for ( my $j = 0; $j <= $#{$v->[0]}; $j++ ) | |
41 { | |
42 $sensR = ${$v->[0]}[$j]; | |
43 $begSens = $sensR->[0]; | |
44 | |
45 $endSens = $begSens + length($sensR->[1]) - 1; | |
46 | |
47 if ( $begSens <= $endRev && $endSens > $endRev ) | |
48 { | |
49 $flag = 1; | |
50 | |
51 mkdir $TE_dir; | |
52 open $SP, '>>', $TE_dir."sensPPP.txt" || die "cannot create sensPPP\n"; | |
53 open $AP, '>>', $TE_dir."antisensPPP.txt" || die "cannot create antisensPPP\n"; | |
54 open $SN, '>>', $TE_dir."sens.txt" || die "cannot create sens\n"; | |
55 open $AN, '>>', $TE_dir."antisens.txt" || die "cannot create antisens\n"; | |
56 open $txt, '>', $TE_dir.'overlap_size.txt' || die "cannot open repartition\n"; | |
57 | |
58 $overlap = $endRev - $begSens + 1; | |
59 $snum = $dupRef->{$sensR->[0].$sensR->[1].$sensR->[2].$sensR->[3]}; | |
60 $rnum = $dupRef->{$reverseR->[0].$reverseR->[1].$reverseR->[2].$reverseR->[3]}; | |
61 | |
62 if ( $overlap == 10 ) | |
63 { | |
64 print $SP ">$sensR->[0]|$sensR->[2]|$sensR->[3]|$snum\n$sensR->[1]\n"; | |
65 print $AP ">$reverseR->[0]|$reverseR->[2]|$reverseR->[3]|$rnum\n$revR\n"; | |
66 } | |
67 else | |
68 { | |
69 print $SN ">$sensR->[0]|$sensR->[2]|$sensR->[3]|$snum\n$sensR->[1]\n"; | |
70 print $AN ">$reverseR->[0]|$reverseR->[2]|$reverseR->[3]|$rnum\n$revR\n"; | |
71 } | |
72 next if $overlap > $max; | |
73 if ( $snum < $rnum ) | |
74 { | |
75 $num_per_overlap_size{$overlap} += $snum; | |
76 $overlap_number += $snum; | |
77 } | |
78 else | |
79 { | |
80 $num_per_overlap_size{$overlap} += $rnum ; | |
81 $overlap_number += $rnum ; | |
82 } | |
83 } | |
84 } | |
85 } | |
86 | |
87 if ( $max != 0 ) | |
88 { | |
89 my @overlaps = (); | |
90 push @overlaps_names, $k; | |
91 for my $i (1..$max) | |
92 { | |
93 $num_per_overlap_size{$i} = 0 unless exists( $num_per_overlap_size{$i} ); | |
94 push @overlaps, $num_per_overlap_size{$i}; | |
95 } | |
96 push @distri_overlap, \@overlaps; | |
97 } | |
98 | |
99 if ( $flag == 1 ) | |
100 { | |
101 my $histo_png = $TE_dir.'histogram.png'; | |
102 histogram( \%num_per_overlap_size, $histo_png, $overlap_number ); | |
103 print $txt "size\tnumber\tpercentage of the total overlap number\n"; | |
104 foreach my $k ( sort {$a <=> $b} keys %num_per_overlap_size ) | |
105 { | |
106 my $percentage = 0; | |
107 $percentage = $num_per_overlap_size{$k} * 100 / $overlap_number unless $overlap_number == 0; | |
108 print $txt "$k\t$num_per_overlap_size{$k}\t"; printf $txt "%.2f\n",$percentage; | |
109 | |
110 } | |
111 close $txt; | |
112 } | |
113 | |
114 } | |
115 | |
116 foreach my $tabP ( @distri_overlap ) | |
117 { | |
118 my $sum = sum($tabP); | |
119 my $ten = $tabP->[9]; | |
120 my $mean = mean($tabP); | |
121 my $std = standard_deviation($tabP, $mean); | |
122 my $zsc = z_significance($ten, $mean, $std); | |
123 my $name = shift @overlaps_names; | |
124 my $prob = 'NA'; | |
125 $prob = 1 - &Math::CDF::pnorm( $zsc ) if $zsc ne 'NA'; | |
126 print $ppp_f (join ("\t", $name, $sum, $ten, $mean, $std, $zsc, $prob ),"\n" ); | |
127 } | |
128 close $ppp_f; | |
129 } | |
130 | |
131 sub count_mapped | |
132 { | |
133 my ( $fai, $in_file ) = @_; | |
134 my ( %mapped, %dup ); | |
135 | |
136 open my $f, '<', $fai || die "cannot open $fai $! \n"; | |
137 while(<$f>) | |
138 { | |
139 if ($_ =~ /(.*)\t(\d+)\n/) | |
140 { | |
141 $mapped{$1} = []; | |
142 $mapped{$1}->[0] = []; $mapped{$1}->[1] = []; | |
143 } | |
144 } | |
145 close $f; | |
146 | |
147 open my $infile, "samtools view $in_file |"|| die "cannot open input file $! \n"; | |
148 while(<$infile>) | |
149 { | |
150 unless ($_ =~ /^\@[A-Za-z][A-Za-z](\t[A-Za-z][A-Za-z0-9]:[ -~]+)+$/ || $_ =~ /^\@CO\t.*/ ) | |
151 { | |
152 my @line = split (/\t/,$_); | |
153 if ($line[1] == 0) | |
154 { | |
155 push @{$mapped{$line[2]}->[0]} , [$line[3], $line[9], $line[1], $line[2]] unless exists ($dup{$line[3].$line[9].$line[1].$line[2]}); | |
156 $dup{$line[3].$line[9].$line[1].$line[2]}+=1; | |
157 } | |
158 elsif ($line[1] == 16) | |
159 { | |
160 push @{$mapped{$line[2]}->[1]} , [$line[3], $line[9], $line[1], $line[2]] unless exists ($dup{$line[3].$line[9].$line[1].$line[2]}); | |
161 $dup{$line[3].$line[9].$line[1].$line[2]}+=1; | |
162 } | |
163 } | |
164 } | |
165 close $infile; | |
166 return (\%mapped, \%dup ); | |
167 } | |
168 | |
169 sub sum | |
170 { | |
171 my $arrayref = shift; | |
172 my $result = 0; | |
173 foreach (@$arrayref) {$result += $_} | |
174 return $result; | |
175 } | |
176 | |
177 sub mean | |
178 { | |
179 my $arrayref = shift; | |
180 my $result; | |
181 foreach (@$arrayref) {$result += $_} | |
182 return $result / scalar(@$arrayref); | |
183 } | |
184 | |
185 sub standard_deviation | |
186 { | |
187 my ($arrayref, $mean) = @_; | |
188 return sqrt ( mean ( [map $_**2 , @$arrayref ]) - ($mean**2)); | |
189 } | |
190 | |
191 sub z_significance | |
192 { | |
193 my ($ten, $mean, $std) = @_; | |
194 my $z = 'NA'; | |
195 $z = (($ten - $mean) / $std) if $std != 0; | |
196 return $z; | |
197 } | |
198 | |
199 1; |