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profile_recombination_event_count.pl
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#!/usr/bin/perl
use warnings;
use strict;
use Getopt::Long;
##############################################################
# script: profile_recombination_event_frequency.pl
# author: Jia-Xing Yue (GitHub ID: yjx1217)
# last edited: 2018.10.11
# description: summarize genome-wide recombiantion event frequency by sliding-window
# example: perl profile_recombination_event_frequency.pl -i batch_id.DBVPG6765.pooled_events.txt -p batch_id.DBVPG6765.pooled_events -r DBVPG6765.genome.raw.fa
##############################################################
my ($input, $refseq, $prefix);
GetOptions('input|i:s' => \$input,
'refseq|r:s' => \$refseq,
'prefix|p:s' => \$prefix);
my $input_fh = read_file($input);
my %events = parse_events_file($input_fh);
my $refseq_fh = read_file($refseq);
my %refseq = ();
my @refseq = ();
parse_fasta_file($refseq_fh, \%refseq, \@refseq);
my %event_by_tetrad = ();
my %event_by_chr = ();
foreach my $chr (@refseq) {
my $chr_length = length $refseq{$chr};
$event_by_chr{$chr}{'length'} = $chr_length;
}
my $tetrad_count = scalar keys %events;
foreach my $tetrad_id (sort keys %events) {
foreach my $event_id (sort keys %{$events{$tetrad_id}}) {
my $event_chr = $events{$tetrad_id}{$event_id}{'chr'};
my $event_type = $events{$tetrad_id}{$event_id}{'type'};
my $event_subtype = $events{$tetrad_id}{$event_id}{'subtype'};
my $event_midpoint = $events{$tetrad_id}{$event_id}{'adjusted_pos_midpoint'};
if (exists $event_by_chr{$event_chr}{'event_count'}{$event_type}) {
$event_by_chr{$event_chr}{'event_count'}{$event_type}++;
} else {
$event_by_chr{$event_chr}{'event_count'}{$event_type} = 1;
}
if (exists $event_by_chr{$event_chr}{'event_count'}{$event_subtype}) {
$event_by_chr{$event_chr}{'event_count'}{$event_subtype}++;
} else {
$event_by_chr{$event_chr}{'event_count'}{$event_subtype} = 1;
}
if (exists $event_by_tetrad{$tetrad_id}{'event_count'}{$event_type}) {
$event_by_tetrad{$tetrad_id}{'event_count'}{$event_type}++;
} else {
$event_by_tetrad{$tetrad_id}{'event_count'}{$event_type} = 1;
}
if (exists $event_by_tetrad{$tetrad_id}{'event_count'}{$event_subtype}) {
$event_by_tetrad{$tetrad_id}{'event_count'}{$event_subtype}++;
} else {
$event_by_tetrad{$tetrad_id}{'event_count'}{$event_subtype} = 1;
}
}
}
my @event_type_subtype_input = qw(CO GC Type1_CO Type2_CO Type3_CO Type4_CO Type5_CO Type6_CO Type7_CO Type8_CO Type9_CO Type1_GC Type2_GC Type3_GC Type4_GC Type5_GC Type6_GC Type7_GC Type8_GC Type9_GC Type10_GC Type11_GC Type12_GC Type13_GC Type14_GC Type15_GC Type16_GC Type17_GC);
my @event_type_subtype_output = qw(all_CO all_GC single_CO double_CO single_CO_associated_GC double_CO_associated_GC simple_NCO double_NCO Type1_CO Type2_CO Type2_GC Type3_GC Type4_GC Type5_GC);
foreach my $chr (@refseq) {
foreach my $event_subtype (@event_type_subtype_input) {
if (not exists $event_by_chr{$chr}{'event_count'}{$event_subtype}) {
$event_by_chr{$chr}{'event_count'}{$event_subtype} = 0;
}
}
$event_by_chr{$chr}{'event_count'}{"all_CO"} = $event_by_chr{$chr}{'event_count'}{"CO"};
$event_by_chr{$chr}{'event_count'}{"all_GC"} = $event_by_chr{$chr}{'event_count'}{"GC"};
$event_by_chr{$chr}{'event_count'}{"single_CO"} = $event_by_chr{$chr}{'event_count'}{"Type1_CO"} + $event_by_chr{$chr}{'event_count'}{"Type2_CO"} + $event_by_chr{$chr}{'event_count'}{"Type3_CO"} + $event_by_chr{$chr}{'event_count'}{"Type4_CO"} + $event_by_chr{$chr}{'event_count'}{"Type5_CO"} + $event_by_chr{$chr}{'event_count'}{"Type6_CO"};
$event_by_chr{$chr}{'event_count'}{"double_CO"} = $event_by_chr{$chr}{'event_count'}{"Type7_CO"} + $event_by_chr{$chr}{'event_count'}{"Type8_CO"} + $event_by_chr{$chr}{'event_count'}{"Type9_CO"};
$event_by_chr{$chr}{'event_count'}{"single_CO_associated_GC"} = $event_by_chr{$chr}{'event_count'}{"Type2_GC"} + $event_by_chr{$chr}{'event_count'}{"Type7_GC"} + $event_by_chr{$chr}{'event_count'}{"Type8_GC"} + $event_by_chr{$chr}{'event_count'}{"Type9_GC"} + $event_by_chr{$chr}{'event_count'}{"Type10_GC"} + $event_by_chr{$chr}{'event_count'}{"Type11_GC"} + $event_by_chr{$chr}{'event_count'}{"Type13_GC"} + $event_by_chr{$chr}{'event_count'}{"Type14_GC"} + $event_by_chr{$chr}{'event_count'}{"Type15_GC"};
$event_by_chr{$chr}{'event_count'}{"double_CO_associated_GC"} = $event_by_chr{$chr}{'event_count'}{"Type12_GC"} + $event_by_chr{$chr}{'event_count'}{"Type16_GC"};
$event_by_chr{$chr}{'event_count'}{"simple_NCO"} = $event_by_chr{$chr}{'event_count'}{"Type1_GC"};
$event_by_chr{$chr}{'event_count'}{"double_NCO"} = $event_by_chr{$chr}{'event_count'}{"Type6_GC"} + $event_by_chr{$chr}{'event_count'}{"Type17_GC"};
}
foreach my $tetrad_id (sort keys %events) {
foreach my $event_subtype (@event_type_subtype_input) {
if (not exists $event_by_tetrad{$tetrad_id}{'event_count'}{$event_subtype}) {
$event_by_tetrad{$tetrad_id}{'event_count'}{$event_subtype} = 0;
}
}
$event_by_tetrad{$tetrad_id}{'event_count'}{"all_CO"} = $event_by_tetrad{$tetrad_id}{'event_count'}{"CO"};
$event_by_tetrad{$tetrad_id}{'event_count'}{"all_GC"} = $event_by_tetrad{$tetrad_id}{'event_count'}{"GC"};
$event_by_tetrad{$tetrad_id}{'event_count'}{"single_CO"} = $event_by_tetrad{$tetrad_id}{'event_count'}{"Type1_CO"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type2_CO"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type3_CO"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type4_CO"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type5_CO"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type6_CO"};
$event_by_tetrad{$tetrad_id}{'event_count'}{"double_CO"} = $event_by_tetrad{$tetrad_id}{'event_count'}{"Type7_CO"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type8_CO"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type9_CO"};
$event_by_tetrad{$tetrad_id}{'event_count'}{"single_CO_associated_GC"} = $event_by_tetrad{$tetrad_id}{'event_count'}{"Type2_GC"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type7_GC"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type8_GC"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type9_GC"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type10_GC"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type11_GC"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type13_GC"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type14_GC"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type15_GC"};
$event_by_tetrad{$tetrad_id}{'event_count'}{"double_CO_associated_GC"} = $event_by_tetrad{$tetrad_id}{'event_count'}{"Type12_GC"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type16_GC"};
$event_by_tetrad{$tetrad_id}{'event_count'}{"simple_NCO"} = $event_by_tetrad{$tetrad_id}{'event_count'}{"Type1_GC"};
$event_by_tetrad{$tetrad_id}{'event_count'}{"double_NCO"} = $event_by_tetrad{$tetrad_id}{'event_count'}{"Type6_GC"} + $event_by_tetrad{$tetrad_id}{'event_count'}{"Type17_GC"};
}
my $event_by_chr_output = "$prefix.recombination_event_summary.event_by_chr.txt";
my $event_by_chr_output_fh = write_file($event_by_chr_output);
foreach my $chr (@refseq) {
my $chr_size = length $refseq{$chr};
if (exists $event_by_chr{$chr}) {
foreach my $t (@event_type_subtype_output) {
if (not exists $event_by_chr{$chr}{'event_count'}{$t}) {
$event_by_chr{$chr}{'event_count'}{$t} = 0;
}
$event_by_chr{$chr}{'event_count_per_tetrad'}{$t} = $event_by_chr{$chr}{'event_count'}{$t}/$tetrad_count;
print $event_by_chr_output_fh "$chr\t$chr_size\t$t\t$event_by_chr{$chr}{'event_count'}{$t}\t$event_by_chr{$chr}{'event_count_per_tetrad'}{$t}\t$tetrad_count\n";
}
} else {
foreach my $t (@event_type_subtype_output) {
print $event_by_chr_output_fh "$chr\t$chr_size\t$t\t0\t0\t$tetrad_count\n";
}
}
}
my $event_by_tetrad_output = "$prefix.recombination_event_summary.event_by_tetrad.txt";
my $event_by_tetrad_output_fh = write_file($event_by_tetrad_output);
foreach my $tetrad_id (sort keys %event_by_tetrad) {
foreach my $t (@event_type_subtype_output) {
if (not exists $event_by_tetrad{$tetrad_id}{'event_count'}{$t}) {
$event_by_tetrad{$tetrad_id}{'event_count'}{$t} = 0;
}
print $event_by_tetrad_output_fh "$tetrad_id\t$t\t$event_by_tetrad{$tetrad_id}{'event_count'}{$t}\n";
}
}
sub read_file {
my $file = shift @_;
my $fh;
if ($file =~ /\.gz$/) {
open($fh, "gunzip -c $file |") or die "can't open pipe to $file";
} else {
open($fh, $file) or die "can't open $file";
}
return $fh;
}
sub write_file {
my $file = shift @_;
my $fh;
if ($file =~ /.gz$/) {
open($fh, "| gzip -c >$file") or die "can't open $file\n";
} else {
open($fh, ">$file") or die "can't open $file\n";
}
return $fh;
}
sub parse_fasta_file {
my ($fh, $input_hashref, $input_arrayref) = @_;
my $seq_name = "";
while (<$fh>) {
chomp;
if (/^\s*$/) {
next;
} elsif (/^\s*#/) {
next;
} elsif (/^>(.*)/) {
$seq_name = $1;
push @$input_arrayref, $seq_name;
$$input_hashref{$seq_name} = "";
} else {
$$input_hashref{$seq_name} .= $_;
}
}
}
sub parse_events_file {
my $fh = shift @_;
my %events = ();
my $index = 0;
while (<$fh>) {
chomp;
/^\s*$/ and next;
/^#/ and next;
/^tetrad_id/ and next;
my @line = split /\t/, $_;
my $tetrad_id = $line[0];
my $event_id = $line[1];
$events{$tetrad_id}{$event_id}{'type'} = $line[2];
$events{$tetrad_id}{$event_id}{'subtype'} = $line[3];
$events{$tetrad_id}{$event_id}{'chr'} = $line[4];
$events{$tetrad_id}{$event_id}{'adjusted_pos_start'} = $line[7];
$events{$tetrad_id}{$event_id}{'adjusted_pos_end'} = $line[8];
$events{$tetrad_id}{$event_id}{'adjusted_pos_midpoint'} = ($line[7] + $line[8])/2;
}
return %events;
}
sub cal_mean {
my @data = @_;
my $n = scalar @data;
my $sum = 0;
foreach my $d (@data){
$sum += $d;
}
my $mean = $sum/$n;
return $mean;
}
sub cal_stdev {
my @data = @_;
my $n = scalar @data;
my $stdev;
if ($n > 1) {
my $mean = cal_mean(@data);
my $var_sum = 0;
foreach my $d (@data){
$var_sum += ($d - $mean) ** 2;
}
$stdev = sqrt($var_sum/($n-1));
} else {
$stdev = 0;
}
return $stdev;
}