Jan 23, 2014
hwg gssr scripts
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#!/usr/bin/env perl |
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################################################################################ |
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# Author: Meg Staton & Stephen Ficklin |
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# Date: Jan 14th, 2014 |
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# Version: 1 |
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# |
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# DESCRIPTION |
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# ----------- |
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# This script identifies simple sequence repeats (SSRs) from |
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# the sequences in a fastq formatted file. |
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# |
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# Dependencies: |
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# ------------ |
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# Perl must have access to the package Getopt::Long, available from |
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# CPAN. |
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# |
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# Usage: |
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# ----- |
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# Usage: findSSRs.pl <arguments> |
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# |
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# The list of arguments includes: |
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# |
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# -f|--fastq_file <fastq_file> |
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# Required. The file of the sequences to be searched. |
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# |
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# -a|--fasta_format |
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# Optional. The two output sequence files will be in fasta format |
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# instead of fastq format. |
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# |
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# Output: |
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# ------ |
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# Four output files are produced: |
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# |
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# <input-file-name>.ssr.fastq (or fasta) |
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# A fastq (or fasta file if -a is specified) with sequences with a |
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# single identified SSR. |
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# |
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# <input-file-name>.multissr.fastq (or fasta) |
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# A fastq (or fasta file if -a is specified) with sequences with more |
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# than one identified SSR. |
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# |
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# <input-file-name>.ssr_stats.txt |
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# A text file of statistics about the SSRs discovered. |
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# |
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# <input-file-name>.ssr_report.txt |
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# A tab-delimited file with each SSR. The columns are sequence name, |
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# motif, number of repeats, start position and end position. |
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# |
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# |
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# Details: |
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# ------- |
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# By default the script finds: |
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# 2 bp motifs repeated from 8 to 40 times, |
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# 3 bp motifs repeated from 7 to 30 times, |
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# 4 bp motifs repeated from 6 to 20 times, |
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# |
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# The script only reports SSRs that are not within 15 bases of either |
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# end of the sequence, in order to allow for primer design. |
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# |
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# These parameters may be changed in the "GLOBAL PARAMETERS" part of |
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# the script. |
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# |
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use strict; |
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#------------------------------------------------------------------------------- |
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# DEPENDENCIES |
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use Getopt::Long; |
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#------------------------------------------------------------------------------- |
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# GLOBAL PARAMETERS |
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#------------------------------------------------------------------------------- |
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# REPEAT IDENTIFICATION PARAMETERS |
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# Specify Motif Frequency |
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# Motifs that occur less frequently than indicated below will be ignored. |
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our $MIN_REPS_2bp = 8; |
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our $MIN_REPS_3bp = 7; |
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our $MIN_REPS_4bp = 6; |
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# Motifs that occur more frequently than indicated below will be ignored. |
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our $MAX_REPS_2bp = 40; |
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our $MAX_REPS_3bp = 30; |
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our $MAX_REPS_4bp = 20; |
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# SSRs at the beginning or end of a sequence prevent flanking primer design. |
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# This is how close we will allow an SSR to be to the ends of the sequence. |
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our $LENGTH_FROM_END = 15; |
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#------------------------------------------------------------------------------- |
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# GLOBAL HASHES |
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#------------------------------------------------------------------------------- |
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# For counting the number of times each motif is found |
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my %MOTIFS = ('|AT|TA|' => 0, |
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'|AG|GA|CT|TC|' => 0, |
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'|AC|CA|TG|GT|' => 0, |
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'|GC|CG|' => 0, |
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'|AAT|ATA|TAA|ATT|TTA|TAT|' => 0, |
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'|AAG|AGA|GAA|CTT|TTC|TCT|' => 0, |
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'|AAC|ACA|CAA|GTT|TTG|TGT|' => 0, |
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'|CCA|CAC|CCA|TGG|GTG|TGG|' => 0, |
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'|GGC|GCG|CGG|GCC|CCG|CGC|' => 0, |
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'|AGG|GAG|GGA|CCT|CTC|TCC|' => 0, |
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'|ATG|TGA|GAT|CAT|ATC|TCA|' => 0, |
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'|AGT|GTA|TAG|ACT|CTA|TAC|' => 0, |
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'|AGC|GCA|CAG|GCT|CTG|TGC|' => 0, |
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'|ACG|CGA|GAC|CGT|GTC|TCG|' => 0); |
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# For counting the number of times each motif length is found |
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my %MOTIFLEN = ('2' => 0, |
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'3' => 0, |
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'4' => 0); |
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# Set up the Motif specifications, based on the chosen motif types:. |
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my @MOTIF_SPECS; |
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push(@MOTIF_SPECS,[2, $MIN_REPS_2bp, $MAX_REPS_2bp, 'dinucleotides']); |
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push(@MOTIF_SPECS,[3, $MIN_REPS_3bp, $MAX_REPS_3bp, 'trinucleotides']); |
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push(@MOTIF_SPECS,[4, $MIN_REPS_4bp, $MAX_REPS_4bp, 'tetranucleotides']); |
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my $SSR_COUNT = 0; # total number of SSRs found in sequences |
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my %STATS = (); # stores information about each SSR (motif, motif length, etc) |
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my %SEQ_SSR_LOC = (); # stores the start positions of SSRs found in each sequence |
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my $SEQ_COUNT = 0; # counts the number of sequences seen |
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#------------------------------------------------------------------------------- |
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# EXECUTE |
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#------------------------------------------------------------------------------- |
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main(); |
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#------------------------------------------------------------------------------- |
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# PUBLIC SUBROUTINES |
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#------------------------------------------------------------------------------- |
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# Function Name: main() |
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sub main{ |
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my $fastq_file; # holds the command line parameter for fastq file name |
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my $fasta_flag = 0; # whether to print fastq or fasta files, set on command line |
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Getopt::Long::Configure ('bundling'); |
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GetOptions('f|fastq_file=s' => \$fastq_file, |
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'a|fasta_format' => \$fasta_flag); |
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## Check that all required parameters have been included |
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if(!$fastq_file){ print "A fastq file is required.\n"; _printUsage(); exit;} |
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## Check that fastq file exists |
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if(! -e $fastq_file) { print "Fasta file $fastq_file does not exist\n"; exit; } |
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print "finding SSRs...\n"; |
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my $ssr_out = "$fastq_file.ssr_report.txt"; # the tab-delimited output file |
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getContigHash($fastq_file, $ssr_out); |
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print "stats...\n"; |
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my $stats_out = "$fastq_file.ssr_stats.txt"; # file of statistics |
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printStats($stats_out); |
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if($fasta_flag){ |
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my $fasta_out = "$fastq_file.ssr.fasta"; # fasta file of sequences with 1 SSR |
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my $fasta_out_multi = "$fastq_file.multissr.fasta"; # fasta file of sequences with >1 SSR |
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print "printing fasta file..."; |
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printFasta($fastq_file, $fasta_out, $fasta_out_multi); |
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print "done.\n"; |
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} |
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else{ |
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my $fastq_out = "$fastq_file.ssr.fastq"; # fastq file of sequences with 1 SSR |
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my $fastq_out_multi = "$fastq_file.multissr.fastq"; # fastq file of sequences with >1 SSR |
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print "printing fastq file..."; |
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printFastq($fastq_file, $fastq_out, $fastq_out_multi); |
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print "done.\n"; |
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} |
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} |
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############################################################### |
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sub getContigHash{ |
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my $fastq_file = $_[0]; # file name |
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my $ssr_out = $_[1]; # file name |
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open (OUT, ">".$ssr_out) || die "ERROR cannot open $_\n"; |
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my $out_fh = *OUT; |
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open (IN, $fastq_file) || die "Can't open $fastq_file\n"; |
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my @aux = undef; |
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my ($seqname, $seqstr, $qual); |
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while (($seqname, $seqstr, $qual) = readfq(\*IN, \@aux)) { |
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$SEQ_COUNT++; |
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process_seq($seqname, $seqstr, $out_fh); |
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} |
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} |
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############################################################### |
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sub process_seq{ |
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my $contig_name = shift; |
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my $seq = shift; |
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my $out_fh = shift; |
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my %seen; # used to keep track of start positions we've already seen |
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my $index; # used to iterate through the 2D motif specs array |
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## LOOPB |
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# iterate through the motif specifications |
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for $index (0 .. (scalar @MOTIF_SPECS - 1)) { |
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# holds the motif size (1,2,3,4,5 or 6) |
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my $motifLength = $MOTIF_SPECS[$index][0]; |
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# holds the minimum number of repeats |
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my $min_number_of_repeats = $MOTIF_SPECS[$index][1]-1; |
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# holds the maximum number of repeats |
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my $max_number_of_repeats = $MOTIF_SPECS[$index][2]-1; |
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# the regular expression for looking for SSRs |
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my $regex = "(([gatc]{$motifLength})\\2{$min_number_of_repeats,})"; |
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## LOOPC |
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# run through the sequence and check for this motif spec |
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while ($seq =~ /$regex/ig) { |
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# Get the ssr and motif that were found |
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my $ssr = $1; |
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my $motif = lc $2; |
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## initialize the repeats varaible to (motifLength - 1) |
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## or 1 if motif length - 1 equals 0; |
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my $repeats = $motifLength - 1; |
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$repeats = 1 if(!$repeats); |
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my $noRepeats = ((length $ssr)/$motifLength); |
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my $ssrEnd = pos $seq; |
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my $ssrStart = ($ssrEnd - (length $ssr) + 1); |
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## LOOP D - check to make sure the motif isn't the same letter over and over again AND we don't have too many repeats |
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if (!($motif =~ /([gatc])\1{$repeats}/) && $noRepeats <= $max_number_of_repeats) { |
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## LOOPE |
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# Only store the information if we have never |
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# seen this starting position before. |
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if (!exists $seen{$contig_name."_ssr".$ssrStart}) { |
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# LOOP F |
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# Check to make sure the SSR is not within $LENGTH_FROM_END bp of either end of the sequence |
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my $seqLen = length $seq; |
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if($ssrStart >= $LENGTH_FROM_END && $ssrEnd <= ($seqLen-$LENGTH_FROM_END)){ |
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## FOUND A SSR TO REPORT |
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my $ssr_id = $contig_name."_ssr".$ssrStart; |
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$seen{$ssr_id} = 1; |
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if(exists $SEQ_SSR_LOC{$contig_name}){ |
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push @{ $SEQ_SSR_LOC{$contig_name} }, $ssrStart; |
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} |
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else{ |
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$SEQ_SSR_LOC{$contig_name} = [$ssrStart]; |
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} |
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$SSR_COUNT++; |
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printf $out_fh ("$contig_name\t$motif\t$noRepeats\t$ssrStart\t$ssrEnd\n"); |
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# Store STATS |
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$STATS{$ssr_id}{MOTIF} = $motif; |
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$STATS{$ssr_id}{START} = $ssrStart; |
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$STATS{$ssr_id}{END} = $ssrEnd; |
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$STATS{$ssr_id}{MOTIF_LENGTH} = $motifLength; |
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$STATS{$ssr_id}{NO_REPEATS} = $noRepeats; |
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my $motiflen = length $motif; |
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my $tmp = $MOTIFLEN{$motiflen}; |
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$tmp++; |
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$MOTIFLEN{$motiflen} = $tmp; |
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# Increment motif count |
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foreach my $group (keys %MOTIFS) { |
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my $motifUC = uc($motif); |
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if($group =~ /\|$motifUC\|/){ |
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my $tmp = $MOTIFS{$group}++; |
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$tmp++; |
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$MOTIFS{$group} = $tmp; |
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} |
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}# end foreach $group |
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} ## LOOP F |
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## LOOPE |
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} |
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# LOOPD |
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} |
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## LOOPC |
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} # end while (sequence =~ /$regex/ig); |
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## LOOPB |
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} # end for $index (0 .. (scalar @{$MOTIF_SPECS} - 1)) |
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} |
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################################################################ |
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sub readfq { |
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my ($fh, $aux) = @_; |
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@$aux = [undef, 0] if (!(@$aux)); |
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return if ($aux->[1]); |
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if (!($aux->[0])) { |
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while (<$fh>) { |
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chomp; |
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if (substr($_, 0, 1) eq '>' || substr($_, 0, 1) eq '@') { |
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$aux->[0] = $_; |
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last; |
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} |
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} |
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if (!($aux->[0])) { |
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$aux->[1] = 1; |
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return; |
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} |
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} |
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my $name = /^.(\S+)/? $1 : ''; |
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my $seq = ''; |
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my $c; |
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$aux->[0] = undef; |
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while (<$fh>) { |
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chomp; |
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$c = substr($_, 0, 1); |
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last if ($c eq '>' || $c eq '@' || $c eq '+'); |
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$seq .= $_; |
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} |
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$aux->[0] = $_; |
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$aux->[1] = 1 if (!($aux->[0])); |
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return ($name, $seq) if ($c ne '+'); |
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my $qual = ''; |
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while (<$fh>) { |
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chomp; |
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$qual .= $_; |
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if (length($qual) >= length($seq)) { |
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$aux->[0] = undef; |
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return ($name, $seq, $qual); |
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} |
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} |
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$aux->[1] = 1; |
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return ($name, $seq); |
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} |
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################################################################ |
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sub printStats{ |
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my $stats_out = $_[0]; # file name |
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open (OUTS, ">".$stats_out) || die "ERROR cannot open $stats_out\n"; |
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my $time = scalar localtime; # Get the current time |
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## count number of seqs with single or multiple SSRs |
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my $SINGLE_SSR_COUNT = 0; |
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my $MULTI_SSR_COUNT = 0; |
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foreach my $contig_name (keys %SEQ_SSR_LOC){ |
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my $starts = scalar @{ $SEQ_SSR_LOC{$contig_name} }; |
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if($starts == 1){ $SINGLE_SSR_COUNT++;} |
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elsif($starts > 1){ $MULTI_SSR_COUNT++; } |
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} |
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print OUTS 'SSR Summary Report\n'; |
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print OUTS "Analsis of $SEQ_COUNT sequences\n"; |
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print OUTS "$time\n"; |
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print OUTS "Number of SSRs identified\t$SSR_COUNT\n"; |
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print OUTS "Number of sequences with 1 SSR: $SINGLE_SSR_COUNT\n"; |
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print OUTS "Number of sequences with more than one SSR: $MULTI_SSR_COUNT\n"; |
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print OUTS "\n"; |
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print OUTS "Base Pairs in Motif\tMin # Reps\tMax # Reps\n"; |
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print OUTS "--------------------------------------\n"; |
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print OUTS "2 (Dinucleotides)\t$MIN_REPS_2bp\t$MAX_REPS_2bp\n"; |
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print OUTS "3 (Trinucleotides)\t$MIN_REPS_3bp\t$MAX_REPS_3bp\n"; |
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print OUTS "4 (Tetranucleotides)\t$MIN_REPS_4bp\t$MAX_REPS_4bp\n"; |
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print OUTS "\n"; |
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print OUTS "Motif Patterns\tNumber of SSRs Found\n"; |
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print OUTS "--------------------------------------\n"; |
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my $group; |
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foreach $group (sort {length $a <=> length $b} keys %MOTIFS){ |
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$group =~ s/^|//; |
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$group =~ s/|$//; |
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print OUTS "$group\t$MOTIFS{$group}\n"; |
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} |
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print OUTS "\n"; |
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print OUTS "Motif Pattern Length\tNumber of SSRs Found\n"; |
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print OUTS "--------------------------------------\n"; |
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foreach $group (sort keys %MOTIFLEN){ |
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print OUTS "$group\t$MOTIFLEN{$group}\n"; |
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} |
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close OUTS; |
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} |
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sub printFasta{ |
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my $fastq_file = $_[0]; # file name |
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my $fasta_out = $_[1]; # file name |
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my $fasta_out_multi = $_[2]; # file name |
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my $line; |
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my $name; |
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open (IN, $fastq_file) || die "ERROR cannot open $_\n"; |
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open (OUTF, ">".$fasta_out) || die "ERROR cannot open $_\n"; |
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open (OUTFM, ">".$fasta_out_multi) || die "ERROR cannot open $_\n"; |
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while($line = <IN>){ |
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if($line =~ /^@(\S+)/){ |
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$name = $1; |
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if(exists $SEQ_SSR_LOC{$name}){ |
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my $ssr_count = scalar @{ $SEQ_SSR_LOC{$name} }; |
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if($ssr_count == 1){ |
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print OUTF ">$name\n"; |
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my $seq = <IN>; |
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print OUTF "$seq\n"; |
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$line = <IN>; |
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$line = <IN>; |
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} |
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425 |
else{ |
|
426 |
print OUTFM ">$name\n"; |
|
427 |
my $seq = <IN>; |
|
428 |
print OUTFM "$seq\n"; |
|
429 |
$line = <IN>; |
|
430 |
$line = <IN>; |
|
431 |
} |
|
432 |
} |
|
433 |
else{ |
|
434 |
$line = <IN>; |
|
435 |
$line = <IN>; |
|
436 |
$line = <IN>; |
|
437 |
} |
|
438 |
} |
|
439 |
} |
|
440 |
|
|
441 |
close IN; |
|
442 |
close OUTF; |
|
443 |
close OUTFM; |
|
444 |
|
|
445 |
} |
|
446 |
|
|
447 |
sub printFastq{ |
|
448 |
my $fastq_file = $_[0]; # file name |
|
449 |
my $fastq_out = $_[1]; # file name |
|
450 |
my $fastq_out_multi = $_[2]; # file name |
|
451 |
|
|
452 |
my $line; |
|
453 |
my $name; |
|
454 |
|
|
455 |
open (IN, $fastq_file) || die "ERROR cannot open $_\n"; |
|
456 |
open (OUTF, ">".$fastq_out) || die "ERROR cannot open $_\n"; |
|
457 |
open (OUTFM, ">".$fastq_out_multi) || die "ERROR cannot open $_\n"; |
|
458 |
|
|
459 |
while($line = <IN>){ |
|
460 |
if($line =~ /^@(\S+)/){ |
|
461 |
$name = $1; |
|
462 |
if(exists $SEQ_SSR_LOC{$name}){ |
|
463 |
my $ssr_count = scalar @{ $SEQ_SSR_LOC{$name} }; |
|
464 |
if($ssr_count == 1){ |
|
465 |
print OUTF $line; |
|
466 |
$line = <IN>; |
|
467 |
print OUTF $line; |
|
468 |
$line = <IN>; |
|
469 |
print OUTF $line; |
|
470 |
$line = <IN>; |
|
471 |
print OUTF $line; |
|
472 |
} |
|
473 |
else{ |
|
474 |
print OUTFM $line; |
|
475 |
$line = <IN>; |
|
476 |
print OUTFM $line; |
|
477 |
$line = <IN>; |
|
478 |
print OUTFM $line; |
|
479 |
$line = <IN>; |
|
480 |
print OUTFM $line; |
|
481 |
} |
|
482 |
} |
|
483 |
else{ |
|
484 |
$line = <IN>; |
|
485 |
$line = <IN>; |
|
486 |
$line = <IN>; |
|
487 |
} |
|
488 |
} |
|
489 |
} |
|
490 |
|
|
491 |
close IN; |
|
492 |
close OUTF; |
|
493 |
close OUTFM; |
|
494 |
|
|
495 |
} |
|
496 |
|
|
497 |
sub _printUsage { |
|
498 |
print "Usage: $0 <arguments>"; |
|
499 |
print qq( |
|
500 |
The list of arguments includes: |
|
501 |
|
|
502 |
-f|--fastq_file <fastq_file> |
|
503 |
Required. The file of the sequences to be searched. |
|
504 |
|
|
505 |
-a|--fasta_format |
|
506 |
Optional. The two output sequence files will be in fasta format |
|
507 |
instead of fastq format. |
|
508 |
|
|
509 |
); |
|
510 |
print "\n"; |
|
511 |
return; |
|
512 |
} |
|
513 |
|
|
514 |
|
|
515 |
1; |