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author | Yusuf Ali <ali@yusuf.email> |
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date | Wed, 25 Mar 2015 13:42:26 -0600 |
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#!/usr/bin/env perl use strict; use warnings; if(@ARGV == 1 and $ARGV[0] eq "-v"){ print "Version 1.0\n"; exit; } my $quiet = 0; if(@ARGV and $ARGV[0] =~ /^-q(?:uiet)?$/){ $quiet = 1; shift @ARGV; } @ARGV == 5 or die "Usage: $0 [-q(uiet)] <snp table> <targets.bed> <coding.gtf> <coverage stats summary.txt> <output table>\n"; my $hgvs_file = $ARGV[0]; my $target_bed = $ARGV[1]; my $coding_gtf = $ARGV[2]; my $stats_file = $ARGV[3]; my $output = $ARGV[4]; open(TAB, $hgvs_file) or die "Cannot open SNP HGVS file $hgvs_file for reading: $!\n"; my $header = <TAB>; # header chomp $header; my @header = split /\t/, $header; my ($chr_column, $pos_column, $ref_column, $var_column, $depth_column, $caveat_column, $hgvs_aa_column, $zygosity_column, $rsid_column, $maf_column); # Transcript type Transcript length Transcript HGVS cDNA Strand Chr Pos Zygosity P-value Variant Reads Total Reads Ref Bases Var Bases Population Frequency Source Pop. freq. or DGV2 gain/loss coverage Since dbSNP Release # HGVS AA Distance from an exon boundary (AA coding variants only) Caveats Phase Sources for(my $i = 0; $i < $#header; $i++){ if($header[$i] eq "Chr"){ $chr_column = $i; } elsif($header[$i] eq "DNA From"){ $pos_column = $i; } elsif($header[$i] eq "Ref base"){ $ref_column = $i; } elsif($header[$i] eq "Obs base"){ $var_column = $i; } elsif($header[$i] eq "Total Reads"){ $depth_column = $i; } elsif($header[$i] eq "Caveats"){ $caveat_column = $i; } elsif($header[$i] eq "Protein HGVS"){ $hgvs_aa_column = $i; } elsif($header[$i] eq "Zygosity"){ $zygosity_column = $i; } elsif($header[$i] eq "Pop. freq."){ $maf_column = $i; } elsif($header[$i] eq "Pop. freq. source"){ $rsid_column = $i; } } if(not defined $chr_column){ die "Cannot find Chr header in $hgvs_file, aborting\n"; } if(not defined $pos_column){ die "Cannot find Pos header in $hgvs_file, aborting\n"; } if(not defined $ref_column){ die "Cannot find Ref Bases header in $hgvs_file, aborting\n"; } if(not defined $var_column){ die "Cannot find Var Bases header in $hgvs_file, aborting\n"; } if(not defined $depth_column){ die "Cannot find Total Reads header in $hgvs_file, aborting\n"; } if(not defined $caveat_column){ die "Cannot find Caveats header in $hgvs_file, aborting\n"; } if(not defined $hgvs_aa_column){ die "Cannot find HGVS AA header in $hgvs_file, aborting\n"; } if(not defined $zygosity_column){ die "Cannot find Zygosity header in $hgvs_file, aborting\n"; } if(not defined $maf_column){ die "Cannot find Pop. freq. header in $hgvs_file, aborting\n"; } if(not defined $rsid_column){ die "Cannot find rsID header in $hgvs_file, aborting\n"; } my %target_regions; print STDERR "Reading in coding sequence definitions...\n" unless $quiet; open(GTF, $coding_gtf) or die "Cannot open coding sequence GTF file $coding_gtf for reading: $!\n"; while(<GTF>){ next if /^\s*#/; tr/\r//d; chomp; my @fields = split /\t/, $_; next unless $fields[2] eq "CDS"; if(not exists $target_regions{$fields[0]}){ $target_regions{$fields[0]} = []; } my $chr = $target_regions{$fields[0]}; for my $pos ($fields[3]..$fields[4]){ $target_regions{$fields[0]}->[$pos] = "C"; } } close(GTF); print STDERR "Reading in targeted sequence definitions...\n" unless $quiet; my $intersection_count = 0; my $targeted_total = 0; my $non_coding_target_total = 0; open(BED, $target_bed) or die "Cannot open target regions BED file $target_bed for reading: $!\n"; while(<BED>){ next if /^\s*#/; tr/\r//d; chomp; my @fields = split /\t/, $_; $targeted_total += $fields[2]-$fields[1]+1; if(not exists $target_regions{$fields[0]}){ $target_regions{$fields[0]} = []; } my $chr = $target_regions{$fields[0]}; for my $pos ($fields[1]..$fields[2]){ if(defined $target_regions{$fields[0]}->[$pos]){ $intersection_count++; } else{ $target_regions{$fields[0]}->[$pos] = "T"; $non_coding_target_total++; } } } close(BED); print STDERR "Reading in coverage information...\n" unless $quiet; open(STATS, $stats_file) or die "Cannot open $stats_file for reading: $!\n"; my $total_bases_lt_10x; my $total_bases_lt_20x; while(<STATS>){ if(/^Total bases with less than 10-fold coverage\t(\d+)/){ $total_bases_lt_10x = $1; } elsif(/^Total bases with less than 20-fold coverage\t(\d+)/){ $total_bases_lt_20x = $1; } } close(STATS); my $total_bases_under_consideration_10 = $targeted_total-$non_coding_target_total-$total_bases_lt_10x*(1-$non_coding_target_total/$targeted_total); my $total_bases_under_consideration_20 = $targeted_total-$non_coding_target_total-$total_bases_lt_20x*(1-$non_coding_target_total/$targeted_total); my $total_noncoding_bases_under_consideration_10 = $non_coding_target_total-$total_bases_lt_10x*($non_coding_target_total/$targeted_total); my $total_noncoding_bases_under_consideration_20 = $non_coding_target_total-$total_bases_lt_20x*($non_coding_target_total/$targeted_total); print STDERR "Processing called SNPs...\n" unless $quiet; my %seen; my $coding_transition_count_10 = 0; # A->G, G->A, C->T, T->C, i.e. effect of deamination of 5'-methyl C to uracil my $coding_transition_count_20 = 0; my $coding_transversion_count_10 = 0; # A <-> C, A <-> T, G <-> C or G <-> T my $coding_transversion_count_20 = 0; my $coding_snp_count_10 = 0; my $noncoding_transition_count_10 = 0; my $noncoding_transition_count_20 = 0; my $noncoding_transversion_count_10 = 0; my $noncoding_transversion_count_20 = 0; my $synonymous_snp_count_10 = 0; my $snp_count_10 = 0; my $autosomal_snp_count_10 = 0; my $novel_snp_count_10 = 0; my $homo_snp_count_10 = 0; my $non_coding_snp_count_10 = 0; my $coding_snp_count_20 = 0; my $synonymous_snp_count_20 = 0; my $snp_count_20 = 0; my $autosomal_snp_count_20 = 0; my $novel_snp_count_20 = 0; my $homo_snp_count_20 = 0; my $non_coding_snp_count_20 = 0; # Okay, put all of the protein-coding lines at the start so that if any transcript for a # gene says it's protein coding, that'll be the state recorded for the SNP. my @datalines = <TAB>; my $tot_snps = 0; for(@datalines){ chomp; my @F = split /\t/, $_; my $newbases = $F[$var_column]; my $refbases = $F[$ref_column]; next unless length($newbases) eq length($refbases); #SNPs and MNPs only for (my $i = 0; $i < length($newbases); $i++){ my $newbase = substr($newbases, $i, 1); my $refbase = substr($refbases, $i, 1); next if $refbase eq $newbase; # ref in the middle of a phased MNP next if exists $seen{"$F[$chr_column]:$F[$pos_column]:$newbase"}; # seen SNP already $seen{"$F[$chr_column]:$F[$pos_column]:$newbase"} = 1; $tot_snps++; next unless $F[$depth_column] >= 10 and $F[$caveat_column] =~ /^(;?[^;]+auto set to \d\.\d+|)$/; # only look at areas with no caveats (besides auto-set allele frequencies) $snp_count_10++; $snp_count_20++ if $F[$depth_column] >= 20; if($F[$hgvs_aa_column] eq "NA"){ #HGVS protein field if(defined $target_regions{$F[$chr_column]}->[$F[$pos_column]]){ if($target_regions{$F[$chr_column]}->[$F[$pos_column]] eq "C"){ #print STDERR "Counting $F[18] as alternate coding targeted\n"; $coding_snp_count_10++; $coding_snp_count_20++ if $F[$depth_column] >= 20; $homo_snp_count_10++ if $F[$zygosity_column] =~ /homozygote/; $homo_snp_count_20++ if $F[$zygosity_column] =~ /homozygote/ and $F[$depth_column] >= 20; } elsif($target_regions{$F[$chr_column]}->[$F[$pos_column]] eq "T"){ #print STDERR "Counting $F[18] as non-coding targeted\n"; $non_coding_snp_count_10++; $non_coding_snp_count_20++ if $F[$depth_column] >= 20; } # else non-target flanking else{ #print STDERR "Ignoring $F[1]:$F[2] as flanking targeted areas (but shouldn't be here)\n"; } } #else non-target flanking else{ #print STDERR "Ignoring $F[1]:$F[2] as flanking targeted areas\n"; } if($refbase eq "C" and $newbase eq "T" or $refbase eq "T" and $newbase eq "C" or $refbase eq "A" and $newbase eq "G" or $refbase eq "G" and $newbase eq "A"){ $noncoding_transition_count_10++; $noncoding_transition_count_20++ if $F[$depth_column] >= 20; } else{ $noncoding_transversion_count_10++; $noncoding_transversion_count_20++ if $F[$depth_column] >= 20; } next; } elsif($F[$hgvs_aa_column] =~ /^p\..\d+=$/){ $synonymous_snp_count_10++; $synonymous_snp_count_20++ if $F[$depth_column] >= 20; } #print STDERR "Counting $F[18] as coding targeted\n"; if($F[$chr_column] !~ /X/ and $F[$chr_column] !~ /Y/){ $autosomal_snp_count_10++; $autosomal_snp_count_20++ if $F[$depth_column] >= 20; $homo_snp_count_10++ if $F[$zygosity_column] =~ /homozygote/; $homo_snp_count_20++ if $F[$zygosity_column] =~ /homozygote/ and $F[$depth_column] >= 20; } $novel_snp_count_10++ if $F[$rsid_column] eq "novel" and $F[$maf_column] eq "NA"; $novel_snp_count_20++ if $F[$rsid_column] eq "novel" and $F[$maf_column] eq "NA" and $F[$depth_column] >= 20; $coding_snp_count_10++; $coding_snp_count_20++ if $F[$depth_column] >= 20; if($refbase eq "C" and $newbase eq "T" or $refbase eq "T" and $newbase eq "C" or $refbase eq "A" and $newbase eq "G" or $refbase eq "G" and $newbase eq "A"){ $coding_transition_count_10++; $coding_transition_count_20++ if $F[$depth_column] >= 20; } else{ $coding_transversion_count_10++; $coding_transversion_count_20++ if $F[$depth_column] >= 20; } } # end for each new base } open(SUMMARY, ">$output") or die "Cannot open $output for writing: $!\n"; printf SUMMARY "Measure\tActual\tIdeal (human)\n"; printf SUMMARY "Non-coding SNPs observed %% rate (in the ~%d target non-coding bases with >= 10x coverage)\t%.4f\t0.1\n", $total_noncoding_bases_under_consideration_10, $non_coding_snp_count_10/$total_noncoding_bases_under_consideration_10*100; printf SUMMARY "Non-coding SNPs observed %% rate (in the ~%d target non-coding bases with >= 20x coverage)\t%.4f\t0.1\n", $total_noncoding_bases_under_consideration_20, $non_coding_snp_count_20/$total_noncoding_bases_under_consideration_20*100; printf SUMMARY "Total coding region of interest\t\t%d\n", $intersection_count; printf SUMMARY "Total SNP count (10x)\t%d\t%d\n", $coding_snp_count_10, $total_bases_under_consideration_10*0.00048; printf SUMMARY "Total SNP count (20x)\t%d\t%d\n", $coding_snp_count_20, $total_bases_under_consideration_20*0.00048; printf SUMMARY "Coding SNPs observed %% rate (in the ~%d target coding bases with >= 10x coverage)\t%.4f\t0.048\n", $total_bases_under_consideration_10, $coding_snp_count_10/$total_bases_under_consideration_10*100; printf SUMMARY "Coding SNPs observed %% rate (in the ~%d target coding bases with >= 20x coverage)\t%.4f\t0.048\n", $total_bases_under_consideration_20, $coding_snp_count_20/$total_bases_under_consideration_20*100; printf SUMMARY "Non-synonymous SNPs observed %% rate (10x)\t%.2f\t45\n", ($coding_snp_count_10-$synonymous_snp_count_10)/$coding_snp_count_10*100; printf SUMMARY "Non-synonymous SNPs observed %% rate (20x)\t%.2f\t45\n", ($coding_snp_count_20-$synonymous_snp_count_20)/$coding_snp_count_20*100; # 37% comes from 0.59 homo het ratio report for 20 human genomes in doi:10.1371/journal.pgen.1001111 printf SUMMARY "Homo SNPs observed %% rate (10x, autosomal chromosomes)\t%.4f\t37\n", $homo_snp_count_10/$autosomal_snp_count_10*100; printf SUMMARY "Homo SNPs observed %% rate (20x, autosomal chromosomes)\t%.4f\t37\n", $homo_snp_count_20/$autosomal_snp_count_20*100; printf SUMMARY "Novel SNP observed %% rate (10x)\t%.4f\t<1\n", $novel_snp_count_10/$snp_count_10*100; printf SUMMARY "Novel SNP observed %% rate (20x)\t%.4f\t<1\n", $novel_snp_count_20/$snp_count_20*100; printf SUMMARY "Coding SNPs transition:transversion (10x)\t%.2f\t3\n", $coding_transition_count_10/$coding_transversion_count_10 if $coding_transversion_count_10; printf SUMMARY "Coding SNPs transition:transversion (20x)\t%.2f\t3\n", $coding_transition_count_20/$coding_transversion_count_20 if $coding_transversion_count_20; printf SUMMARY "Non-coding SNPs transition:transversion (10x)\t%.2f\t2.1\n", $noncoding_transition_count_10/$noncoding_transversion_count_10 if $noncoding_transversion_count_10; printf SUMMARY "Non-coding SNPs transition:transversion (20x)\t%.2f\t2.1\n", $noncoding_transition_count_20/$noncoding_transversion_count_20 if $noncoding_transversion_count_20; printf SUMMARY "All SNPs transition:transversion (10x)\t%.2f\tNA\n", ($noncoding_transition_count_10+$coding_transition_count_10)/($noncoding_transversion_count_10+$coding_transversion_count_10) if $noncoding_transversion_count_10 or $coding_transversion_count_10; printf SUMMARY "All SNPs transition:transversion (20x)\t%.2f\tNA\n", ($noncoding_transition_count_20+$coding_transition_count_20)/($noncoding_transversion_count_20+$coding_transversion_count_20) if $noncoding_transversion_count_20 or $noncoding_transversion_count_20; close(SUMMARY);