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Copy pathSNPtable2pi_singlepop.pl
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SNPtable2pi_singlepop.pl
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#!/usr/bin/perl
use warnings;
use strict;
use lib '/home/owens/bin/pop_gen/'; #For GObox server
my %t;
$t{"N"} = "NN";
$t{"A"} = "AA";
$t{"T"} = "TT";
$t{"G"} = "GG";
$t{"C"} = "CC";
$t{"W"} = "TA";
$t{"R"} = "AG";
$t{"M"} = "AC";
$t{"S"} = "CG";
$t{"K"} = "TG";
$t{"Y"} = "CT";
my %samples;
my @Good_samples;
my %Anc;
my %AncCount;
my %TotalSites;
my %pop;
my %Genotype;
my %samplepop;
my %poplist;
my $Npops = 2;
my $BiCount = 0;
my $TriCount= 0;
my $QuadCount = 0;
my $SingleTri =0;
unless (@ARGV == 3) {die;}
my $in = $ARGV[0]; #SNP table
my $pop = $ARGV[1]; #List of samples linked to population
my $groups = $ARGV[2]; #List of all populations with populations selected (1 and 2)
require "countbadcolumns.pl";
my ($iupac_coding, $badcolumns) = count_bad_columns($in);
$. = 0;
open POP, $pop;
while (<POP>){
chomp;
my @a = split (/\t/,$_);
$pop{$a[0]}=$a[1];
$poplist{$a[1]}++;
}
close POP;
my %group;
open GROUP, $groups;
while (<GROUP>){
chomp;
my @a = split (/\t/,$_);
$group{$a[0]} = $a[1];
}
close GROUP;
my %samplegroup;
open IN, $in;
while (<IN>){
chomp;
my @a = split (/\t/,$_);
if ($. == 1){
foreach my $i ($badcolumns..$#a){ #Get sample names for each column
if ($pop{$a[$i]}){
$samplepop{$i} = $pop{$a[$i]};
if ($group{$pop{$a[$i]}}){
$samplegroup{$i} = $group{$pop{$a[$i]}};
}
}
}
print $a[0]."-"."$a[1]\t$a[0]\t$a[1]";
print "\tN1\tHexp";
}
else{
next if /^\s*$/;
print "\n";
print $a[0]."-"."$a[1]\t$a[0]";
foreach my $i (1..($badcolumns-1)){
print "\t$a[$i]";
}
my %BC;
my %BS;
my %total_alleles;
foreach my $i ($badcolumns..$#a){
if ($samplegroup{$i}){
$BC{"total"}{"total"}++;
if ($iupac_coding eq "TRUE"){
$a[$i] = $t{$a[$i]};
}
unless (($a[$i] eq "NN")or($a[$i] eq "XX")){
my @bases = split(//, $a[$i]);
$total_alleles{$bases[0]}++;
$total_alleles{$bases[1]}++;
$BC{"total"}{$bases[0]}++;
$BC{"total"}{$bases[1]}++;
$BC{$samplegroup{$i}}{$bases[0]}++;
$BC{$samplegroup{$i}}{$bases[1]}++;
$BC{"total"}{"Calls"}++;
$BC{$samplegroup{$i}}{"Calls"}++;
if($bases[0] ne $bases[1]){
$BC{"total"}{"Het"}++;
$BC{$samplegroup{$i}}{"Het"}++;
}
}
}
}
my $pAll;
my $qAll;
my $HeAll;
my $HoAll;
my $CallRate;
my $p1;
my $q1;
my $p2;
my $q2;
my $Ho1;
my $Ho2;
my $He1 ;
my $He2;
my $dxy;
my $HsBar;
my $H_bar;
my $n_bar;
my $n_1;
my $n_2;
my $n_total;
my $sigma_squared;
my $n_c;
my $WC_a;
my $WC_b;
my $WC_c;
my $WC_denom;
my $WC_fst;
my $pi;
my $freq_dif;
unless ($BC{"total"}{"Calls"}){
$BC{"total"}{"Calls"} = 0;
}
$CallRate = $BC{"total"}{"Calls"}/ $BC{"total"}{"total"};
#print "\t".keys %total_alleles;
unless ($BC{"1"}{"Calls"}){
$pAll = "NA";
$qAll = "NA";
$HeAll = "NA";
$HoAll = "NA";
$p1 = "NA";
$q1 = "NA";
$p2 = "NA";
$q2 = "NA";
$Ho1 = "NA";
$Ho2 = "NA";
$He1 = "NA";
$He2 = "NA";
$dxy = "NA"; ##Need to fix
$HsBar = "NA";
$n_total = $BC{"total"}{"Calls"};
$sigma_squared = "NA";
$H_bar = "NA";
if ($BC{"1"}{"Calls"}){
$n_1 = $BC{"1"}{"Calls"};
}else{
$n_1 = 0;
}
#Sample size for population 2
if ($BC{"2"}{"Calls"}){
$n_2 = $BC{"2"}{"Calls"};
}else{
$n_2 = 0;
}
$n_bar = "NA";
$WC_a = "NA"; ##
$WC_b = "NA"; ##
$WC_c = "NA"; ##
$WC_denom = "NA"; ##
$WC_fst = "NA"; ##
$pi = "NA"; ###Need to fix
$freq_dif = "NA";
}elsif (keys %total_alleles == 2){
#Sort bases so p is the major allele and q is the minor allele
my @bases = sort { $total_alleles{$a} <=> $total_alleles{$b} } keys %total_alleles ;
#Major allele
my $b1 = $bases[1];
#Minor allele
my $b2 = $bases[0];
#Total number of samples
$n_total = $BC{"total"}{"Calls"};
#Major allele frequency in all samples
$pAll = $BC{"total"}{$b1}/($BC{"total"}{"Calls"}*2);
#Minor allele frequency in all samples
$qAll = $BC{"total"}{$b2}/($BC{"total"}{"Calls"}*2);
#Heterozygosity expected in all samples
$HeAll = 2*($pAll * $qAll);
#Heterozygosity observed in all samples
if ($BC{"total"}{"Het"}){
$HoAll = $BC{"total"}{"Het"}/($BC{"total"}{"Calls"}*2);
}else{
$HoAll = 0;
}
#Allele frequency of each allele in each population
if ($BC{"1"}{$b1}){
$p1 = $BC{"1"}{$b1}/($BC{"1"}{"Calls"}*2);
}else{
$p1 = 0;
}
if ($BC{"1"}{$b2}){
$q1 = $BC{"1"}{$b2}/($BC{"1"}{"Calls"}*2);
}else{
$q1 = 0;
}
#Heterozygosity observed in each population
if ($BC{"1"}{"Het"}){
$Ho1 = $BC{"1"}{"Het"}/$BC{"1"}{"Calls"}
}else{
$Ho1 = 0;
}
#Amount of pairwise difference between population
#Heterozygosity expected
$He1 = 2*($p1 * $q1);
#Sample size for population 1
if ($BC{"1"}{"Calls"}){
$n_1 = $BC{"1"}{"Calls"};
}else{
$n_1 = 0;
}
}elsif (keys %total_alleles eq 1){
$pAll = 1;
$qAll = 0;
$HeAll = 0;
$HoAll = 0;
$p1 = 1;
$q1 = 0;
$p2 = 1;
$q2 = 0;
$Ho1 = 0;
$Ho2 = 0;
$He1 = 0;
$He2 = 0;
$dxy = 0;
$HsBar = "NA";
$sigma_squared = "NA";
$H_bar = "0";
#Average sample size for populations
$n_bar = ($BC{"total"}{"Calls"} / 2);
#Sample size for population 1
if ($BC{"1"}{"Calls"}){
$n_1 = $BC{"1"}{"Calls"};
}else{
$n_1 = 0;
}
if ($BC{"2"}{"Calls"}){
$n_2 = $BC{"2"}{"Calls"};
}else{
$n_2 = 0;
}
#Total number of samples
$n_total = $BC{"total"}{"Calls"};
$WC_a = "0";
$WC_b = "0";
$WC_c = "0";
$WC_denom = "0";
$WC_fst = "0";
$freq_dif = "0";
$pi = "0";
}
elsif (keys %total_alleles eq 3){ #Need to account for three alleles in tri-allelic sites.
$pAll = "NA";
$qAll = "NA";
$HeAll = "NA";
$HoAll = "NA";
$p1 = "NA";
$q1 = "NA";
$p2 = "NA";
$q2 = "NA";
$Ho1 = "NA";
$Ho2 = "NA";
$He1 = "NA";
$He2 = "NA";
$dxy = "NA"; ##Need to fix
$HsBar = "NA";
$n_total = $BC{"total"}{"Calls"};
$sigma_squared = "NA";
$H_bar = "NA";
$n_1 = "NA";
$n_2 = "NA";
$n_bar = "NA";
$WC_a = "NA"; ##
$WC_b = "NA"; ##
$WC_c = "NA"; ##
$WC_denom = "NA"; ##
$WC_fst = "NA"; ##
$pi = "NA"; ###Need to fix
$freq_dif = "NA";
}elsif ((keys %total_alleles eq 4) or (keys %total_alleles eq 0)){ #If there are four alleles
$pAll = "NA";
$qAll = "NA";
$HeAll = "NA";
$HoAll = "NA";
$p1 = "NA";
$q1 = "NA";
$p2 = "NA";
$q2 = "NA";
$Ho1 = "NA";
$Ho2 = "NA";
$He1 = "NA";
$He2 = "NA";
$dxy = "NA"; ##Need to fix
$HsBar = "NA";
$n_total = $BC{"total"}{"Calls"};
$sigma_squared = "NA";
$H_bar = "NA";
$n_bar = "NA";
$n_1 = "NA";
$n_2 = "NA";
$WC_a = "NA"; ##
$WC_b = "NA"; ##
$WC_c = "NA"; ##
$WC_denom = "NA"; ##
$WC_fst = "NA"; ##
$pi = "NA"; ###Need to fix
$freq_dif = "NA";
}
print "\t$n_1\t$He1";
}
}
close IN;