Mercurial > repos > antmarge > compgenes
view compGenes.pl @ 11:21779cc1f7b6 draft
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author | antmarge |
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date | Wed, 29 Mar 2017 19:41:57 -0400 |
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#!/usr/bin/perl -w #Margaret Antonio 17.01.06 without essentiality. For original, unmodified aggregate.pl output (where unique insertions are not included). use Getopt::Long; use Statistics::Distributions; use strict; use autodie; no warnings; #no warnings; #ASSIGN INPUTS TO VARIABLES USING FLAGS our ($input1, $input2, $h, $out, $sortkey, $round, $l1, $l2, $outfile); GetOptions( 'input1:s' => \$input1, 'input2:s' => \$input2, 'h' => \$h, 'o:s' =>\$outfile, 'r:i'=> \$round, 'l1:s'=>\$l1, 'l2:s'=>\$l2 ); sub print_usage() { print "\n####################################################################\n"; print "compGenes: compare genes for an organism under different conditions\n\n"; print "DESCRIPTION: Takes two aggregate.pl outputs and compares them by\n"; print "calculating the difference in mean fitness for each gene.\n"; print "Example: compare organism in presence of control vs antibiotic.\n"; print "Note: For different strains/genomes, use compStrains.pl\n"; print "\nUSAGE:"; print "perl compGenes.pl -d inputs/ \n\n"; print "REQUIRED:\n"; print " -d\tDirectory containing all input files (files from\n"; print " \taggregate script)\n"; print " \tOR\n"; print " \tIn the command line (without a flag), input the name(s) of\n"; print " \ttwo files containing aggregate gene fitness values. \n\n"; print "OPTIONAL:\n"; print " -h\tPrints usage and exits program\n"; print " -o\tOutput file for comparison data. Default: label1label2.csv\n"; print " -r\tRound final output numbers to this number of decimals\n"; print " -l1\tLabels for input files. Default: filenames\n"; print " \tTwo strings, comma separated (i.e. -l expt1,expt2).\n"; print " \tOrder should match file order.\n"; print " \n~~~~Always check that file paths are correctly specified~~~~\n"; print "\n##################################################################\n"; } # Check if help needed or if improper inputs if ($h){ print_usage(); exit; } if (! $outfile){ $outfile="geneComp.csv" } $round = '%.4f'; my @files=($input1,$input2); #GET LABELS: USE (-l) OR USE FILNEAMES AS LABELS FOR COLUMNS IN OUTPUT FILE my @labels=($l1,$l2); #CHECK IF REQ. VARIABLES WERE DEFINED USING FLAGS. IF NOT THEN USE DEFAULT VALUES #$out="comp.".$labels[0].$labels[1].".csv"; #READ INPUT FILES AND PUT GENE INFO FROM EACH LINE INTO HASH %all WHERE KEY=GENE_ID AND #VALUE=GENE INFO (MEAN FITNESS, # INSERTIONS, ETC.) my %all; my @header; #OPEN TWO COMPARISON FILES, ONE PER LOOP for (my $i=0; $i<2; $i++){ print "File #",$i+1,"\t"; my $file=$files[$i]; print $file,"\n"; open(DATA, '<', $file) or die "Could not open '$file'\n"; #EXTRACT THE HEADER (COLUMN NAMES) OF THE FILE AND KEEP FOR OUTPUT HEADER #APPEND FILE NAME OR GIVEN LABEL (-l) TO COLUMN NAME SO ITS DIFFERENT FROM OTHER INPUT FILE my $head=<DATA>; my @temp = split("\n",$head); $head = $temp[0]; my @cols=split(',',$head); @cols = @cols[0,1,2,3,4,5]; for (my $j=0;$j<scalar @cols;$j++){ $cols[$j]=$cols[$j].'-'.$labels[$i]; } push (@header,@cols); while (my $entry = <DATA>) { chomp $entry; my @line=split(",",$entry); if (!$line[5]){ $line[5]="NA"; } @line=@line[0,1,2,3,4,5]; my $gene=$line[0]; chomp($gene); #PUT GENE AND INFO INTO THE HASH FOR EXISTING KEY (1ST FILE) OR CREATE NEW KEY (2ND FILE) if (!exists $all{$gene}){ my @info; push (@info,@line); $all{$gene}=\@info; } else{ my @info=@{$all{$gene}}; push (@info,@line); my $diff=sprintf("$round",($info[1]-$info[7])); my $total1=$info[2]; my $total2=$info[8]; my $sd1=$info[3]; my $se1=$info[4]; my $sd2=$info[9]; my $se2=$info[10]; my $df=$total1+$total2-2; my $tdist; my $pval; # CHECK TO MAKE SURE ALL VARIABLES IN TDIST,PVAL CALCULATIONS ARE NUMBERS AND NO # ZEROS (0) IN THE DENOMINATOR if ($se1 eq "X" or $se2 eq "X" or $sd1 eq "X" or $sd2 eq "X" or $total1==0 or $total2==0 or $sd1==0 or $sd2==0 or $df<=0){ ($tdist,$pval)=("NA","NA"); } else{ $tdist=sqrt((($diff)/(sqrt((($sd1**2)/$total1)+(($sd2**2)/$total2))))**2); $pval=Statistics::Distributions::tprob($df,$tdist); } push (@info,$diff,$df,$tdist,$pval); $all{$gene}=\@info; } } close DATA; } #READ ALL HASH CONTENTS INTO 2D ARRAY FOR EASY SORTING AND PRINTING TO OUT FILE my @unsorted; foreach my $entry (keys %all) { my @info=@{$all{$entry}}; my @temp; push (@temp,@info); push (@unsorted,\@temp); } #SORT GENES BY PVALUE OR FITNESS DEPENDING ON WHICH FLAG WAS USED IN COMMANDLINE $sortkey=15; #default: sort by difference of means my @sorted = sort { $a->[$sortkey] <=> $b->[$sortkey] } @unsorted; #ADD NEW FIELDS TO HEADER (COLUMN NAMES) my $field="Mean".$labels[0].'.'.$labels[1]; push (@header,$field,"DOF","TDIST","PVALUE"); #PRINT TO OUT FILE open OUT, '>',"$outfile"; print OUT (join(',',@header),"\n"); foreach (@sorted){ my @woo=@{$_}; print OUT join(',',@woo),"\n"; } close OUT;