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omicia_mes_score3.pl
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use List::Util qw[min max];
use strict;
my $datapath = $ARGV[0];
my $seq_length = 23;
my $varname = "";
my @metables = &makemaxentscores;
while(<STDIN>) {
chomp;
if (/^\s*$/) { #discard blank lines;
next;
}
elsif (/^>/) { #get header;
$_ =~ s/\cM//g; #gets rid of carriage return
$varname = substr $_, 1;
next;
}
elsif (/[NQWERYUIOPLKJHFDSZXVBM]/) {
next;
}
else {
$_ =~ s/\cM//g; #gets rid of carriage return
my $str = uc($_);
my $max_score = -999999;
my $max_iteration = (length $str) - $seq_length;
if ($max_iteration < 0) {
die "Sequencelength too short for ".$varname;
}
my $max_iteration = (length $str) - $seq_length;
for (my $i=0; $i <= $max_iteration; $i++ ) {
my $sequence = substr $str, $i, $seq_length;
my $score = &log2(&scoreconsensus($sequence)*&maxentscore(&getrest($sequence),\@metables));
# print $i." ".$sequence." ".$score."\n";
$max_score = max($score, $max_score);
}
print sprintf("%s\t%.4f", $varname, $max_score)."\n";
}
}
sub hashseq{
#returns hash of sequence in base 4
# &hashseq('CAGAAGT') returns 4619
my $seq = shift;
$seq = uc($seq);
$seq =~ tr/ACGT/0123/;
my @seqa = split(//,$seq);
my $sum = 0;
my $len = length($seq);
my @four = (1,4,16,64,256,1024,4096,16384);
my $i=0;
while ($i<$len) {
$sum+= $seqa[$i] * $four[$len - $i -1] ;
$i++;
}
return $sum;
}
sub makemaxentscores{
my $dir = $datapath."/splicemodels/";
my @list = ('me2x3acc1','me2x3acc2','me2x3acc3','me2x3acc4',
'me2x3acc5','me2x3acc6','me2x3acc7','me2x3acc8','me2x3acc9');
my @metables;
my $num = 0 ;
foreach my $file (@list) {
my $n = 0;
open (SCOREF,"<".$dir.$file) || die "Can't open $file!\n";
while(<SCOREF>) {
chomp;
$_=~ s/\s//;
$metables[$num]{$n} = $_;
$n++;
}
close(SCOREF);
#print STDERR $file."\t".$num."\t".$n."\n";
$num++;
}
return @metables;
}
sub makewmmscores{
my $dir = "/pipeline/tools/maxentscan/splicemodels/";
my @list = ('me1s0acc1','me1s0acc2','me1s0acc3','me1s0acc4',
'me1s0acc5','me1s0acc6','me1s0acc7','me1s0acc8','me1s0acc9');
my @metables;
my $num = 0 ;
foreach my $file (@list) {
my $n = 0;
open (SCOREF,"<".$dir.$file) || die "Can't open $file!\n";
while(<SCOREF>) {
chomp;
$_=~ s/\s//;
$metables[$num]{$n} = $_;
$n++;
}
close(SCOREF);
#print STDERR $file."\t".$num."\t".$n."\n";
$num++;
}
return @metables;
}
sub makemmscores{
my $dir = "/pipeline/tools/maxentscan/splicemodels/";
my @list = ('me2s0acc1','me2s0acc2','me2s0acc3','me2s0acc4',
'me2s0acc5','me2s0acc6','me2s0acc7','me2s0acc8','me2s0acc9');
my @metables;
my $num = 0 ;
foreach my $file (@list) {
my $n = 0;
open (SCOREF,"<".$dir.$file) || die "Can't open $file!\n";
while(<SCOREF>) {
chomp;
$_=~ s/\s//;
$metables[$num]{$n} = $_;
$n++;
}
close(SCOREF);
#print STDERR $file."\t".$num."\t".$n."\n";
$num++;
}
return @metables;
}
sub maxentscore{
my $seq = shift;
my $table_ref = shift;
my @metables = @$table_ref;
my @sc;
$sc[0] = $metables[0]{&hashseq(substr($seq,0,7))};
$sc[1] = $metables[1]{&hashseq(substr($seq,7,7))};
$sc[2] = $metables[2]{&hashseq(substr($seq,14,7))};
$sc[3] = $metables[3]{&hashseq(substr($seq,4,7))};
$sc[4] = $metables[4]{&hashseq(substr($seq,11,7))};
$sc[5] = $metables[5]{&hashseq(substr($seq,4,3))};
$sc[6] = $metables[6]{&hashseq(substr($seq,7,4))};
$sc[7] = $metables[7]{&hashseq(substr($seq,11,3))};
$sc[8] = $metables[8]{&hashseq(substr($seq,14,4))};
my $finalscore = $sc[0] * $sc[1] * $sc[2] * $sc[3] * $sc[4] / ($sc[5] * $sc[6] * $sc[7] * $sc[8]);
return $finalscore;
}
sub getrest{
my $seq = shift;
my $seq_noconsensus = substr($seq,0,18).substr($seq,20,3);
return $seq_noconsensus;
}
sub scoreconsensus{
my $seq = shift;
my @seqa = split(//,uc($seq));
my %bgd;
$bgd{'A'} = 0.27;
$bgd{'C'} = 0.23;
$bgd{'G'} = 0.23;
$bgd{'T'} = 0.27;
my %cons1;
$cons1{'A'} = 0.9903;
$cons1{'C'} = 0.0032;
$cons1{'G'} = 0.0034;
$cons1{'T'} = 0.0030;
my %cons2;
$cons2{'A'} = 0.0027;
$cons2{'C'} = 0.0037;
$cons2{'G'} = 0.9905;
$cons2{'T'} = 0.0030;
my $addscore = $cons1{$seqa[18]} * $cons2{$seqa[19]}/ ($bgd{$seqa[18]} * $bgd{$seqa[19]});
return $addscore;
}
sub log2{
my ($val) = @_;
return log($val)/log(2);
}