Mercurial > repos > geert-vandeweyer > coverage_report
diff CoverageReport.pl @ 1:864d0ccfbe6f draft
Initial Uploaded
author | geert-vandeweyer |
---|---|
date | Thu, 05 Sep 2013 02:37:03 -0400 |
parents | |
children | 39c374d4cba7 |
line wrap: on
line diff
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/CoverageReport.pl Thu Sep 05 02:37:03 2013 -0400 @@ -0,0 +1,837 @@ +#!/usr/bin/perl + +# load modules +use Getopt::Std; +use File::Basename; +use Number::Format; + +# number format +my $de = new Number::Format(-thousands_sep =>',',-decimal_point => '.'); + +########## +## opts ## +########## +## input files +# b : path to input (b)am file +# t : path to input (t)arget regions in BED format +## output files +# o : report pdf (o)utput file +# z : all plots and tables in tar.g(z) format +## entries in the report +# r : Coverage per (r)egion (boolean) +# s : (s)ubregion coverage if average < specified (plots for positions along target region) (boolean) +# S : (S)ubregion coverage for ALL failed exons => use either s OR S or you will have double plots. +# A : (A)ll exons will be plotted. +# L : (L)ist failed exons instead of plotting +# m : (m)inimal Coverage threshold +# f : fraction of average as threshold +# n : sample (n)ame. + + +getopts('b:t:o:z:rsSALm:n:f:', \%opts) ; + +# make output directory in (tmp) working dir +our $wd = "/tmp/Coverage.".int(rand(1000)); +while (-d $wd) { + $wd = "/tmp/Coverage.".int(rand(1000)); +} +system("mkdir $wd"); + +## variables +our %commandsrun = (); + +if (!exists($opts{'b'}) || !-e $opts{'b'}) { + die('Bam File not found'); +} +if (!exists($opts{'t'}) || !-e $opts{'t'}) { + die('Target File (BED) not found'); +} + +if (exists($opts{'m'})) { + $thresh = $opts{'m'}; +} +else { + $thresh = 40; +} + +if (exists($opts{'f'})) { + $frac = $opts{'f'}; +} +else { + $frac = 0.2; +} + +if (exists($opts{'o'})) { + $pdffile = $opts{'o'}; +} +else { + $pdffile = "$wd/CoverageReport.pdf"; +} + +if (exists($opts{'z'})) { + $tarfile = $opts{'z'}; +} +else { + $tarfile = "$wd/Results.tar.gz"; +} + +# 1. Global Summary => default +&GlobalSummary($opts{'b'}, $opts{'t'}); + +# 2. Coverage per position +&SubRegionCoverage($opts{'b'}, $opts{'t'}); +our %filehash; +if (exists($opts{'s'}) || exists($opts{'S'}) || exists($opts{'A'}) || exists($opts{'L'})) { + system("mkdir $wd/SplitFiles"); + ## get position coverages + ## split input files + open IN, "$wd/Targets.Position.Coverage"; + my $fileidx = 0; + my $currreg = ''; + while (<IN>) { + my $line = $_; + chomp($line); + my @p = split(/\t/,$line); + my $reg = $p[0].'-'.$p[1].'-'.$p[2]; #.$p[3]; + my $ex = $p[3]; + if ($reg ne $currreg) { + ## new exon open new outfile + if ($currreg ne '') { + ## filehandle is open. close it + close OUT; + } + if (!exists($filehash{$reg})) { + $fileidx++; + $filehash{$reg}{'idx'} = $fileidx; + $filehash{$reg}{'exon'} = $ex; + open OUT, ">> $wd/SplitFiles/File_$fileidx.txt"; + $currreg = $reg; + } + else { + open OUT, ">> $wd/SplitFiles/File_".$filehash{$reg}{'idx'}.".txt"; + $currreg = $reg; + } + } + ## print the line to the open filehandle. + print OUT "$line\n"; + } + close OUT; + close IN; + +} + +## sort output files according to targets file +if (exists($opts{'r'}) ) { + my %hash = (); + open IN, "$wd/Targets.Global.Coverage"; + while (<IN>) { + my @p = split(/\t/,$_) ; + $hash{$p[3]} = $_; + } + close IN; + open OUT, ">$wd/Targets.Global.Coverage"; + open IN, $opts{'t'}; + while (<IN>) { + my @p = split(/\t/,$_) ; + print OUT $hash{$p[3]}; + } + close IN; + close OUT; +} + + +#################################### +## PROCESS RESULTS & CREATE PLOTS ## +#################################### +system("mkdir $wd/Report"); + +system("mkdir $wd/Rout"); +system("mkdir $wd/Plots"); + +$samplename = $opts{'n'}; +$samplename =~ s/_/\\_/g; + +# 0. Preamble +## compose preamble +open OUT, ">$wd/Report/Report.tex"; +print OUT '\documentclass[a4paper,10pt]{article}'."\n"; +print OUT '\usepackage[left=2cm,top=1.5cm,right=1.5cm,bottom=2.5cm,nohead]{geometry}'."\n"; +print OUT '\usepackage{longtable}'."\n"; +print OUT '\usepackage[T1]{fontenc}'."\n"; +print OUT '\usepackage{fancyhdr}'."\n"; +print OUT '\usepackage[latin9]{inputenc}'."\n"; +print OUT '\usepackage{color}'."\n"; +print OUT '\usepackage[pdftex]{graphicx}'."\n"; +print OUT '\definecolor{grey}{RGB}{160,160,160}'."\n"; +print OUT '\definecolor{darkgrey}{RGB}{100,100,100}'."\n"; +print OUT '\definecolor{red}{RGB}{255,0,0}'."\n"; +print OUT '\definecolor{orange}{RGB}{238,118,0}'."\n"; +print OUT '\setlength\LTleft{0pt}'."\n"; +print OUT '\setlength\LTright{0pt}'."\n"; +print OUT '\begin{document}'."\n"; +print OUT '\pagestyle{fancy}'."\n"; +print OUT '\fancyhead{}'."\n"; +print OUT '\renewcommand{\footrulewidth}{0.4pt}'."\n"; +print OUT '\renewcommand{\headrulewidth}{0pt}'."\n"; +print OUT '\fancyfoot[R]{\today\hspace{2cm}\thepage\ of \pageref{endofdoc}}'."\n"; +print OUT '\fancyfoot[C]{}'."\n"; +print OUT '\fancyfoot[L]{Coverage Report for ``'.$samplename.'"}'."\n"; +print OUT '\let\oldsubsubsection=\subsubsection'."\n"; +print OUT '\renewcommand{\subsubsection}{%'."\n"; +print OUT ' \filbreak'."\n"; +print OUT ' \oldsubsubsection'."\n"; +print OUT '}'."\n"; +# main title +print OUT '\section*{Coverage Report for ``'.$samplename.'"}'."\n"; +close OUT; + +# 1. Summary Report +# Get samtools flagstat summary of BAM file +my $flagstat = `samtools flagstat $opts{'b'}`; +my @s = split(/\n/,$flagstat); +# Get number of reads mapped in total +## updated on 2012-10-1 !! +$totalmapped = $s[2]; +$totalmapped =~ s/^(\d+)(\s.+)/$1/; +# count columns +my $head = `head -n 1 $wd/Targets.Global.Coverage`; +chomp($head); +my @cols = split(/\t/,$head); +my $nrcols = scalar(@cols); +my $covcol = $nrcols - 3; +# get min/max/median/average coverage => values +my $covs = `cut -f $covcol $wd/Targets.Global.Coverage`; +my @coverages = split(/\n/,$covs); +my ($eavg,$med,$min,$max,$first,$third,$ontarget) = arraystats(@coverages); +my $spec = sprintf("%.1f",($ontarget / $totalmapped)*100); +# get min/max/median/average coverage => boxplot in R +open OUT, ">$wd/Rout/boxplot.R"; +print OUT 'coverage <- read.table("../Targets.Global.Coverage",as.is=TRUE,sep="\t",header=FALSE)'."\n"; +print OUT 'coverage <- coverage[,'.$covcol.']'."\n"; +print OUT 'png(file="../Plots/CoverageBoxPlot.png", bg="white", width=240, height=480)'."\n"; +print OUT 'boxplot(coverage,range=1.5,main="Target Region Coverage")'."\n"; +print OUT 'graphics.off()'."\n"; +close OUT; +system("cd $wd/Rout && Rscript boxplot.R"); + +## global nt coverage plot +## use perl to make histogram (lower memory) +open IN, "$wd/Targets.Position.Coverage"; +my %dens; +my $counter = 0; +my $sum = 0; +while (<IN>) { + chomp(); + my @p = split(/\t/); + $sum += $p[-1]; + $counter++; + if (defined($dens{$p[-1]})) { + $dens{$p[-1]}++; + } + else { + $dens{$p[-1]} = 1; + } +} +$avg = $sum/$counter; +close IN; +open OUT, ">$wd/Rout/hist.txt"; +foreach (keys(%dens)) { + print OUT "$_;$dens{$_}\n"; +} +close OUT; +if (!defined($dens{'0'})) { + $dens{'0'} = 0; +} +open OUT, ">$wd/Rout/ntplot.R"; +# read coverage hist in R to plot +print OUT 'coverage <- read.table("hist.txt" , as.is = TRUE, header=FALSE,sep=";")'."\n"; +print OUT 'mincov <- '."$thresh \n"; +print OUT "avg <- round($avg)\n"; +print OUT "colnames(coverage) <- c('cov','count')\n"; +print OUT 'coverage$cov <- coverage$cov / avg'."\n"; +print OUT 'rep <- which(coverage$cov > 1)'."\n"; +print OUT 'coverage[coverage$cov > 1,1] <- 1'."\n"; +print OUT 'values <- coverage[coverage$cov < 1,]'."\n"; +print OUT 'values <- rbind(values,c(1,sum(coverage[coverage$cov == 1,"count"])))'."\n"; +print OUT 'values <- values[order(values$cov),]'."\n"; +print OUT 'prevcount <- 0'."\n"; +# make cumulative count data frame +print OUT 'for (i in rev(values$cov)) {'."\n"; +print OUT ' values[values$cov == i,"count"] <- prevcount + values[values$cov == i,"count"]'."\n"; +print OUT ' prevcount <- values[values$cov == i,"count"]'."\n"; +print OUT '}'."\n"; +print OUT 'values$count <- values$count / (values[values$cov == 0,"count"] / 100)'."\n"; +# get some values to plot lines. +print OUT 'mincov.x <- mincov/avg'."\n"; +print OUT 'if (mincov/avg <= 1) {'."\n"; +print OUT ' ii <- which(values$cov == mincov.x)'."\n"; +print OUT ' if (length(ii) == 1) {'."\n"; +print OUT ' mincov.y <- values[ii[1],"count"]'."\n"; +print OUT ' } else {'."\n"; +print OUT ' i1 <- max(which(values$cov < mincov.x))'."\n"; +print OUT ' i2 <- min(which(values$cov > mincov.x))'."\n"; +print OUT ' mincov.y <- ((values[i2,"count"] - values[i1,"count"])/(values[i2,"cov"] - values[i1,"cov"]))*(mincov.x - values[i1,"cov"]) + values[i1,"count"]'."\n"; +print OUT ' }'."\n"; +print OUT '}'."\n"; +# open output image and create plot +print OUT 'png(file="../Plots/CoverageNtPlot.png", bg="white", width=540, height=480)'."\n"; +print OUT 'par(xaxs="i",yaxs="i")'."\n"; +print OUT 'plot(values$cov,values$count,ylim=c(0,100),pch=".",main="Cumulative Normalised Base-Coverage Plot",xlab="Normalizalised Coverage",ylab="Cumulative Nr. Of Bases")'."\n"; +print OUT 'lines(values$cov,values$count)'."\n"; +print OUT 'if (mincov.x <= 1) {'."\n"; +print OUT ' lines(c(mincov.x,mincov.x),c(0,mincov.y),lty=2,col="darkgreen")'."\n"; +print OUT ' lines(c(0,mincov.x),c(mincov.y,mincov.y),lty=2,col="darkgreen")'."\n"; +print OUT ' text(1,(95),pos=2,col="darkgreen",labels="Threshold: '.$thresh.'x")'."\n"; +print OUT ' text(1,(91),pos=2,col="darkgreen",labels=paste("%Bases: ",round(mincov.y,2),"%",sep=""))'."\n"; +print OUT '} else {'."\n"; +print OUT ' text(1,(95),pos=2,col="darkgreen",labels="Threshold ('.$thresh.'x) > Average")'."\n"; +print OUT ' text(1,(91),pos=2,col="darkgreen",labels="Plotting impossible")'."\n"; +print OUT '}'."\n"; +print OUT 'frac.x <- '."$frac\n"; +print OUT 'ii <- which(values$cov == frac.x)'."\n"; +print OUT 'if (length(ii) == 1) {'."\n"; +print OUT ' frac.y <- values[ii[1],"count"]'."\n"; +print OUT '} else {'."\n"; +print OUT ' i1 <- max(which(values$cov < frac.x))'."\n"; +print OUT ' i2 <- min(which(values$cov > frac.x))'."\n"; +print OUT ' frac.y <- ((values[i2,"count"] - values[i1,"count"])/(values[i2,"cov"] - values[i1,"cov"]))*(frac.x - values[i1,"cov"]) + values[i1,"count"]'."\n"; +print OUT '}'."\n"; +print OUT 'lines(c(frac.x,frac.x),c(0,frac.y),lty=2,col="red")'."\n"; +print OUT 'lines(c(0,frac.x),c(frac.y,frac.y),lty=2,col="red")'."\n"; +#iprint OUT 'text((frac.x+0.05),(frac.y - 2),pos=4,col="red",labels=paste(frac.x," x Avg.Cov : ",round(frac.x * avg,2),"x",sep="" ))'."\n"; +#print OUT 'text((frac.x+0.05),(frac.y-5),pos=4,col="red",labels=paste("%Bases: ",round(frac.y,2),"%",sep=""))'."\n"; +print OUT 'text(1,86,pos=2,col="red",labels=paste(frac.x," x Avg.Cov : ",round(frac.x * avg,2),"x",sep="" ))'."\n"; +print OUT 'text(1,82,pos=2,col="red",labels=paste("%Bases: ",round(frac.y,2),"%",sep=""))'."\n"; + +print OUT 'graphics.off()'."\n"; + +close OUT; +system("cd $wd/Rout && Rscript ntplot.R"); +## PRINT TO .TEX FILE +open OUT, ">>$wd/Report/Report.tex"; +# average coverage overviews +print OUT '\subsection*{Overall Summary}'."\n"; +print OUT '{\small '; +# left : boxplot +print OUT '\begin{minipage}{0.3\linewidth}\centering'."\n"; +print OUT '\includegraphics[width=\textwidth,keepaspectratio=true]{../Plots/CoverageBoxPlot.png}'."\n"; +print OUT '\end{minipage}'."\n"; +# right : cum.cov.plot +print OUT '\hspace{0.6cm}'."\n"; +print OUT '\begin{minipage}{0.65\linewidth}\centering'."\n"; +print OUT '\includegraphics[width=\textwidth,keepaspectratio=true]{../Plots/CoverageNtPlot.png}'."\n"; +print OUT '\end{minipage} \\\\'."\n"; +## next line +print OUT '\begin{minipage}{0.48\linewidth}'."\n"; +print OUT '\vspace{-1.2em}'."\n"; +print OUT '\begin{tabular}{ll}'."\n"; +# bam statistics +print OUT '\multicolumn{2}{l}{\textbf{\underline{Samtools Flagstat Summary}}} \\\\'."\n"; +foreach (@s) { + $_ =~ m/^(\d+)\s(.+)$/; + my $one = $1; + my $two = $2; + $two =~ s/\s\+\s0\s//; + $two = ucfirst($two); + $one =~ s/%/\\%/g; + # remove '+ 0 ' from front + $two =~ s/\+\s0\s//; + # remove trailing from end + $two =~ s/(\s\+.*)|(:.*)/\)/; + $two =~ s/%/\\%/g; + $two =~ s/>=/\$\\ge\$/g; + $two = ucfirst($two); + print OUT '\textbf{'.$two.'} & '.$one.' \\\\'."\n"; +} +print OUT '\end{tabular}\end{minipage}'."\n"; +print OUT '\hspace{1.5cm}'."\n"; +# target coverage statistics +print OUT '\begin{minipage}{0.4\linewidth}'."\n"; +#print OUT '\vspace{-4.8em}'."\n"; +print OUT '\begin{tabular}{ll}'."\n"; +print OUT '\multicolumn{2}{l}{\textbf{\underline{Target Region Coverage}}} \\\\'."\n"; +print OUT '\textbf{Number of Target Regions} & '.scalar(@coverages).' \\\\'."\n"; +print OUT '\textbf{Minimal Region Coverage} & '.$min.' \\\\'."\n"; +print OUT '\textbf{25\% Region Coverage} & '.$first.' \\\\'. "\n"; +print OUT '\textbf{50\% (Median) Region Coverage} & '.$med.' \\\\'. "\n"; +print OUT '\textbf{75\% Region Coverage} & '.$third.' \\\\'. "\n"; +print OUT '\textbf{Maximal Region Coverage} & '.$max.' \\\\'. "\n"; +print OUT '\textbf{Average Region Coverage} & '.int($eavg).' \\\\'. "\n"; +print OUT '\textbf{Mapped On Target} & '.$spec.' \\\\'."\n"; +print OUT '\multicolumn{2}{l}{\textbf{\underline{Target Base Coverage }}} \\\\'."\n"; +print OUT '\textbf{Number of Target Bases} & '.$counter.' \\\\'."\n"; +print OUT '\textbf{Average Base Coverage} & '.int($avg).' \\\\'. "\n"; +print OUT '\textbf{Non-Covered Bases} & '.$dens{'0'}.' \\\\'."\n"; +#print OUT '\textbf{Bases Covered $ge$ '.$frac.'xAvg.Cov} & '. +print OUT '\end{tabular}\end{minipage}}'."\n"; +close OUT; + +# 2. GLOBAL COVERAGE OVERVIEW PER GENE +@failedexons; +@allexons; +@allregions; +@failedregions; +if (exists($opts{'r'}) || exists($opts{'s'}) || exists($opts{'S'})) { + # count columns + my $head = `head -n 1 $wd/Targets.Global.Coverage`; + chomp($head); + my @cols = split(/\t/,$head); + my $nrcols = scalar(@cols); + my $covcol = $nrcols - 3; + # Coverage Plots for each gene => barplots in R, table here. + open IN, "$wd/Targets.Global.Coverage"; + my $currgroup = ''; + my $startline = 0; + my $stopline = 0; + $linecounter = 0; + while (<IN>) { + $linecounter++; + chomp($_); + my @c = split(/\t/,$_); + push(@allregions,$c[0].'-'.$c[1].'-'.$c[2]); + my $group = $c[3]; + ## coverage failure? + if ($c[$nrcol-1] < 1 || $c[$covcol-1] < $thresh) { + push(@failedexons,$group); + push(@failedregions,$c[0].'-'.$c[1].'-'.$c[2]); + } + ## store exon + push(@allexons,$group); + ## extract and check gene + $group =~ s/^(\S+)[\|\s](.+)/$1/; + if ($group ne $currgroup ) { + if ($currgroup ne '') { + # new gene, make plot. + open OUT, ">$wd/Rout/barplot.R"; + print OUT 'coveragetable <- read.table("../Targets.Global.Coverage",as.is=TRUE,sep="\t",header=FALSE)'."\n"; + print OUT 'coverage <- coveragetable[c('.$startline.':'.$stopline.'),'.$covcol.']'."\n"; + print OUT 'entries <- coveragetable[c('.$startline.':'.$stopline.'),4]'."\n"; + print OUT 'entries <- sub("\\\\S+\\\\|","",entries,perl=TRUE)'."\n"; + print OUT 'coverage[coverage < 1] <- 1'."\n"; + print OUT 'colors <- c(rep("grey",length(coverage)))'."\n"; + # coverage not whole target region => orange + print OUT 'covperc <- coveragetable[c('.$startline.':'.$stopline.'),'.$nrcols.']'."\n"; + print OUT 'colors[covperc<1] <- "orange"'."\n"; + # coverage below threshold => red + print OUT 'colors[coverage<'.$thresh.'] <- "red"'."\n"; + + if ($stopline - $startline > 20) { + $scale = 2; + } + else { + $scale = 1; + } + my $width = 480 * $scale; + my $height = 240 * $scale; + print OUT 'png(file="../Plots/Coverage_'.$currgroup.'.png", bg="white", width='.$width.', height='.$height.')'."\n"; + print OUT 'ylim = c(0,max(max(log10(coverage),log10('.($thresh+20).'))))'."\n"; + print OUT 'mp <- barplot(log10(coverage),col=colors,main="Exon Coverage for '.$currgroup.'",ylab="Log10(Coverage)",ylim=ylim)'."\n"; + print OUT 'text(mp, log10(coverage) + '.(0.4/$scale).',format(coverage),xpd = TRUE,srt=90)'."\n"; + print OUT 'text(mp,par("usr")[3]-0.05,labels=entries,srt=45,adj=1,xpd=TRUE)'."\n"; + print OUT 'abline(h=log10('.$thresh.'),lwd=4,col=rgb(255,0,0,100,maxColorValue=255))'."\n"; + print OUT 'graphics.off()'."\n"; + close OUT; + system("cd $wd/Rout && Rscript barplot.R"); + if ($scale == 1) { + push(@small,'\includegraphics[width=\textwidth,keepaspectratio=true]{../Plots/Coverage_'.$currgroup.'.png}'); + } + else { + push(@large,'\includegraphics[width=\textwidth,keepaspectratio=true]{../Plots/Coverage_'.$currgroup.'.png}'); + } + + } + $currgroup = $group; + $startline = $linecounter; + } + $stopline = $linecounter; + } + close IN; + if ($currgroup ne '') { + # last gene, make plot. + open OUT, ">$wd/Rout/barplot.R"; + print OUT 'coveragetable <- read.table("../Targets.Global.Coverage",as.is=TRUE,sep="\t",header=FALSE)'."\n"; + print OUT 'coverage <- coveragetable[c('.$startline.':'.$stopline.'),'.$covcol.']'."\n"; + print OUT 'entries <- coveragetable[c('.$startline.':'.$stopline.'),4]'."\n"; + print OUT 'entries <- sub("\\\\S+\\\\|","",entries,perl=TRUE)'."\n"; + print OUT 'coverage[coverage < 1] <- 1'."\n"; + print OUT 'colors <- c(rep("grey",length(coverage)))'."\n"; + print OUT 'colors[coverage<'.$thresh.'] <- "red"'."\n"; + + if ($stopline - $startline > 20) { + $scale = 2; + } + else { + $scale = 1; + } + my $width = 480 * $scale; + my $height = 240 * $scale; + print OUT 'png(file="../Plots/Coverage_'.$currgroup.'.png", bg="white", width='.$width.', height='.$height.')'."\n"; + print OUT 'ylim = c(0,max(max(log10(coverage),log10('.($thresh+20).'))))'."\n"; + print OUT 'mp <- barplot(log10(coverage),col=colors,main="Exon Coverage for '.$currgroup.'",ylab="Log10(Coverage)", ylim=ylim)'."\n"; + print OUT 'text(mp, log10(coverage) + log10(2),format(coverage),xpd = TRUE,srt=90)'."\n"; + print OUT 'text(mp,par("usr")[3]-0.1,labels=entries,srt=45,adj=1,xpd=TRUE)'."\n"; + print OUT 'abline(h=log10('.$thresh.'),lwd=4,col=rgb(255,0,0,100,maxColorValue=255))'."\n"; + print OUT 'graphics.off()'."\n"; + close OUT; + system("cd $wd/Rout && Rscript barplot.R"); + if ($scale == 1) { + push(@small,'\includegraphics[width=\textwidth,keepaspectratio=true]{../Plots/Coverage_'.$currgroup.'.png}'); + } + else { + push(@large,'\includegraphics[width=\textwidth,keepaspectratio=true]{../Plots/Coverage_'.$currgroup.'.png}'); + } + } + ## print to TEX + open OUT, ">>$wd/Report/Report.tex"; + print OUT '\subsection*{Gene Summaries}'."\n"; + print OUT '\underline{Legend:} \\\\'."\n"; + print OUT '{\color{red}\textbf{RED:} Coverage did not reach set threshold of '.$thresh.'} \\\\'."\n"; + print OUT '{\color{orange}\textbf{ORANGE:} Coverage was incomplete for the exon. Overruled by red.} \\\\' ."\n"; + $col = 1; + foreach (@small) { + if ($col > 2) { + $col = 1; + print OUT "\n"; + } + print OUT '\begin{minipage}{0.5\linewidth}\centering'."\n"; + print OUT $_."\n"; + print OUT '\end{minipage}'."\n"; + $col++; + } + ## new line + if ($col == 2) { + print OUT '\\\\'." \n"; + } + foreach(@large) { + print OUT $_."\n"; + } + close OUT; + +} + +# 3. Detailed overview of failed exons (globally failed) +if (exists($opts{'s'})) { + # count columns + my $head = `head -n 1 $wd/Targets.Position.Coverage`; + chomp($head); + my @cols = split(/\t/,$head); + my $nrcols = scalar(@cols); + my $covcol = $nrcols; + my $poscol = $nrcols -1; + # tex section header + open TEX, ">>$wd/Report/Report.tex"; + print TEX '\subsection*{Failed Exon Plots}'."\n"; + $col = 1; + print TEX '\underline{NOTE:} Only exons with global coverage $<$'.$thresh.' or incomplete coverage were plotted \\\\'."\n"; + foreach(@failedregions) { + if ($col > 2) { + $col = 1; + print TEX "\n"; + } + # which exon + my $region = $_; + my $exon = $filehash{$region}{'exon'}; + # link exon to tmp file + my $exonfile = "$wd/SplitFiles/File_".$filehash{$region}{'idx'}.".txt"; + ## determine transcript orientation and location + my $firstline = `head -n 1 $exonfile`; + my @firstcols = split(/\t/,$firstline); + my $orient = $firstcols[5]; + my $genomicchr = $firstcols[0]; + my $genomicstart = $firstcols[1]; + my $genomicstop = $firstcols[2]; + if ($orient eq '+') { + $bps = $genomicstop - $genomicstart + 1; + $subtitle = "Region 0-$bps: $genomicchr:".$de->format_number($genomicstart)."+".$de->format_number($genomicstop); + } + else { + $bps = $genomicstop - $genomicstart + 1; + $subtitle = "Region 0-$bps: $genomicchr:".$de->format_number($genomicstart)."-".$de->format_number($genomicstop); + } + # print Rscript + open OUT, ">$wd/Rout/exonplot.R"; + print OUT 'coveragetable <- read.table("'.$exonfile.'",as.is=TRUE,sep="\t",header=FALSE)'."\n"; + print OUT 'coverage <- coveragetable[,'.$covcol.']'."\n"; + print OUT 'coverage[coverage < 1] <- 1'."\n"; + print OUT 'positions <- coveragetable[,'.$poscol.']'."\n"; + + my $width = 480 ; + my $height = 240 ; + my $exonstr = $exon; + $exonstr =~ s/\s/_/g; + $exon =~ s/_/ /g; + $exon =~ s/\|/ /g; + print OUT 'png(file="../Plots/Coverage_'.$exonstr.'.png", bg="white", width='.$width.', height='.$height.')'."\n"; + print OUT 'ylim = c(0,log10(max(max(coverage),'.($thresh+10).')))'."\n"; + if ($orient eq '-') { + print OUT 'plot(positions,log10(coverage),type="n",main="Coverage for '.$exon.'",ylab="log10(Coverage)",ylim=ylim,xlab="Position",xlim=rev(range(positions)),sub="(Transcribed from minus strand)")'."\n"; + print OUT 'mtext("'.$subtitle.'")'."\n"; + } + else { + print OUT 'plot(positions,log10(coverage),type="n",main="Coverage for '.$exon.'",ylab="log10(Coverage)",ylim=ylim,xlab="Position",sub="(Transcribed from plus strand)")'."\n"; + print OUT 'mtext("'.$subtitle.'")'."\n"; + } + print OUT 'lines(positions,log10(coverage))'."\n"; + print OUT 'abline(h=log10('.$thresh.'),lwd=4,col=rgb(255,0,0,100,maxColorValue=255))'."\n"; + print OUT 'failedpos <- positions[coverage<'.$thresh.']'."\n"; + print OUT 'failedcov <- coverage[coverage<'.$thresh.']'."\n"; + print OUT 'points(failedpos,log10(failedcov),col="red",pch=19)'."\n"; + print OUT 'graphics.off()'."\n"; + close OUT; + # run R script + system("cd $wd/Rout && Rscript exonplot.R"); + # Add to .TEX + print TEX '\begin{minipage}{0.5\linewidth}\centering'."\n"; + print TEX '\includegraphics[width=\textwidth,keepaspectratio=true]{../Plots/Coverage_'.$exonstr.'.png}'."\n"; + print TEX '\end{minipage}'."\n"; + $col++; + } +} + +## plot failed (subregion) or all exons +if (exists($opts{'S'}) || exists($opts{'A'})) { + # count columns + my $head = `head -n 1 $wd/Targets.Position.Coverage`; + chomp($head); + my @cols = split(/\t/,$head); + my $nrcols = scalar(@cols); + my $covcol = $nrcols; + my $poscol = $nrcols -1; + # tex section header + open TEX, ">>$wd/Report/Report.tex"; + print TEX '\subsection*{Failed Exon Plots}'."\n"; + if (exists($opts{'S'})) { + print TEX '\underline{NOTE:} ALL exons were tested for local coverage $<$'.$thresh.' \\\\'."\n"; + } + elsif (exists($opts{'A'})) { + print TEX '\underline{NOTE:} ALL exons are plotted, regardless of coverage \\\\'."\n"; + } + $col = 1; + foreach(@allregions) { + if ($col > 2) { + $col = 1; + print TEX "\n"; + } + # which exon + my $region = $_; + my $exon = $filehash{$region}{'exon'}; + # grep exon to tmp file + my $exonfile = "$wd/SplitFiles/File_".$filehash{$region}{'idx'}.".txt"; + ## determine transcript orientation. + my $firstline = `head -n 1 $exonfile`; + my @firstcols = split(/\t/,$firstline); + my $orient = $firstcols[5]; + my $genomicchr = $firstcols[0]; + my $genomicstart = $firstcols[1]; + my $genomicstop = $firstcols[2]; + + if ($orient eq '+') { + $bps = $genomicstop - $genomicstart + 1; + $subtitle = "Region 0-$bps: $genomicchr:".$de->format_number($genomicstart)."+".$de->format_number($genomicstop); + + } + else { + $bps = $genomicstop - $genomicstart + 1; + $subtitle = "Region 0-$bps: $genomicchr:".$de->format_number($genomicstart)."-".$de->format_number($genomicstop); + + } + + # check if failed + if (exists($opts{'S'})) { + my $cs = `cut -f $covcol '$exonfile' `; + my @c = split(/\n/,$cs); + @c = sort { $a <=> $b } @c; + if ($c[0] >= $thresh) { + # lowest coverage > threshold => skip + next; + } + } + # print Rscript + open OUT, ">$wd/Rout/exonplot.R"; + print OUT 'coveragetable <- read.table("'.$exonfile.'",as.is=TRUE,sep="\t",header=FALSE)'."\n"; + print OUT 'coverage <- coveragetable[,'.$covcol.']'."\n"; + print OUT 'coverage[coverage < 1] <- 1'."\n"; + print OUT 'positions <- coveragetable[,'.$poscol.']'."\n"; + my $width = 480 ; + my $height = 240 ; + my $exonstr = $exon; + $exonstr =~ s/\s/_/g; + $exon =~ s/_/ /g; + $exon =~ s/\|/ /g; + print OUT 'png(file="../Plots/Coverage_'.$exonstr.'.png", bg="white", width='.$width.', height='.$height.')'."\n"; + print OUT 'ylim = c(0,log10(max(max(coverage),'.($thresh+10).')))'."\n"; + if ($orient eq '-') { + print OUT 'plot(positions,log10(coverage),type="n",main="Coverage for '.$exon.'",ylab="log10(Coverage)",ylim=ylim,xlab="Position",xlim=rev(range(positions)),sub="(Transcribed from minus strand)")'."\n"; + print OUT 'mtext("'.$subtitle.'")'."\n"; + } + else { + print OUT 'plot(positions,log10(coverage),type="n",main="Coverage for '.$exon.'",ylab="log10(Coverage)",ylim=ylim,xlab="Position",sub="(Transcribed from plus strand)")'."\n"; + print OUT 'mtext("'.$subtitle.'")'."\n"; + } + + print OUT 'lines(positions,log10(coverage))'."\n"; + print OUT 'abline(h=log10('.$thresh.'),lwd=4,col=rgb(255,0,0,100,maxColorValue=255))'."\n"; + print OUT 'failedpos <- positions[coverage<'.$thresh.']'."\n"; + print OUT 'failedcov <- coverage[coverage<'.$thresh.']'."\n"; + print OUT 'points(failedpos,log10(failedcov),col="red",pch=19)'."\n"; + print OUT 'graphics.off()'."\n"; + close OUT; + # run R script + system("cd $wd/Rout && Rscript exonplot.R"); + # Add to .TEX + print TEX '\begin{minipage}{0.5\linewidth}\centering'."\n"; + print TEX '\includegraphics[width=\textwidth,keepaspectratio=true]{../Plots/Coverage_'.$exonstr.'.png}'."\n"; + print TEX '\end{minipage}'."\n"; + $col++; + } +} +## list failed exons +if (exists($opts{'L'})) { + # count columns + my $head = `head -n 1 $wd/Targets.Position.Coverage`; + chomp($head); + my @cols = split(/\t/,$head); + my $nrcols = scalar(@cols); + my $covcol = $nrcols; + my $poscol = $nrcols -1; + ## hash to print + # tex section header + open TEX, ">>$wd/Report/Report.tex"; + print TEX '\subsection*{List of Failed Exons}'."\n"; + print TEX '\underline{NOTE:} ALL exons were tested for local coverage $<$'.$thresh.' \\\\'."\n"; + print TEX '{\footnotesize\begin{longtable}[l]{@{\extracolsep{\fill}}llll}'."\n".'\hline'."\n"; + print TEX '\textbf{Target Name} & \textbf{Genomic Position} & \textbf{Avg.Coverage} & \textbf{Min.Coverage} \\\\'."\n".'\hline'."\n"; + print TEX '\endhead'."\n"; + print TEX '\hline '."\n".'\multicolumn{4}{r}{{\textsl{\footnotesize Continued on next page}}} \\\\ '."\n".'\hline' ."\n". '\endfoot' . "\n". '\endlastfoot' . "\n"; + + $col = 1; + open IN, "$wd/Targets.Global.Coverage"; + while (<IN>) { + chomp($_); + my @p = split(/\t/,$_); + my $region = $p[0].'-'.$p[1].'-'.$p[2]; + my $exon = $filehash{$region}{'exon'}; + # grep exon to tmp file + my $exonfile = "$wd/SplitFiles/File_".$filehash{$region}{'idx'}.".txt"; + ## determine transcript orientation. + my $firstline = `head -n 1 $exonfile`; + my @firstcols = split(/\t/,$firstline); + my $orient = $firstcols[5]; + my $genomicchr = $firstcols[0]; + my $genomicstart = $firstcols[1]; + my $genomicstop = $firstcols[2]; + + if ($orient eq '+') { + $bps = $genomicstop - $genomicstart + 1; + $subtitle = "$genomicchr:".$de->format_number($genomicstart)."+".$de->format_number($genomicstop); + + } + else { + $bps = $genomicstop - $genomicstart + 1; + $subtitle = "$genomicchr:".$de->format_number($genomicstart)."-".$de->format_number($genomicstop); + } + + # check if failed + my $cs = `cut -f $covcol '$exonfile' `; + my @c = split(/\n/,$cs); + my ($avg,$med,$min,$max,$first,$third,$ontarget) = arraystats(@c); + + if ($min >= $thresh) { + # lowest coverage > threshold => skip + next; + } + + # print to .tex table + if (length($exon) > 30) { + $exon = substr($exon,0,27) . '...'; + } + $exon =~ s/_/ /g; + $exon =~ s/\|/ /g; + + print TEX "$exon & $subtitle & ".int($avg)." & $min ".'\\\\'."\n"; + } + close IN; + print TEX '\hline'."\n"; + print TEX '\end{longtable}}'."\n"; + close TEX; +} + + +## Close document +open OUT, ">>$wd/Report/Report.tex"; +print OUT '\label{endofdoc}'."\n"; +print OUT '\end{document}'."\n"; +close OUT; +system("cd $wd/Report && pdflatex Report.tex > /dev/null 2>&1 && pdflatex Report.tex > /dev/null 2>&1 "); + +## mv report to output file +system("cp -f $wd/Report/Report.pdf '$pdffile'"); +##create tar.gz file +system("mkdir $wd/Results"); +system("cp -Rf $wd/Plots $wd/Results/"); +system("cp -Rf $wd/Report/ $wd/Results/"); +if (-e "$wd/Targets.Global.Coverage") { + system("cp -Rf $wd/Targets.Global.Coverage $wd/Results/"); +} +if (-e "$wd/Targets.Position.Coverage") { + system("cp -Rf $wd/Targets.Position.Coverage $wd/Results/"); +} + +system("cd $wd && tar czf '$tarfile' Results/"); +## clean up (galaxy stores outside wd) +system("rm -Rf $wd"); +############### +## FUNCTIONS ## +############### +sub arraystats{ + my @array = @_; + my $count = scalar(@array); + @array = sort { $a <=> $b } @array; + # median + my $median = 0; + if ($count % 2) { + $median = $array[int($count/2)]; + } else { + $median = ($array[$count/2] + $array[$count/2 - 1]) / 2; + } + # average + my $sum = 0; + foreach (@array) { $sum += $_; } + my $average = $sum / $count; + # quantiles (rounded) + my $quart = int($count/4) ; + my $first = $array[$quart]; + my $third = $array[($quart*3)]; + my $min = $array[0]; + my $max = $array[($count-1)]; + return ($average,$median,$min,$max,$first,$third,$sum); +} + +sub GlobalSummary { + my ($bam,$targets) = @_; + + my $command = "cd $wd && coverageBed -abam $bam -b $targets > $wd/Targets.Global.Coverage"; + if (exists($commandsrun{$command})) { + return; + } + system($command); + $commandsrun{$command} = 1; +} + +sub CoveragePerRegion { + my ($bam,$targets) = @_; + my $command = "cd $wd && coverageBed -abam $bam -b $targets > $wd/Targets.Global.Coverage"; + if (exists($commandsrun{$command})) { + return; + } + system($command); + $commandsrun{$command} = 1; +} + +sub SubRegionCoverage { + my ($bam,$targets) = @_; + my $command = "cd $wd && coverageBed -abam $bam -b $targets -d > $wd/Targets.Position.Coverage"; + system($command); + $commandsrun{$command} = 1; +} +