Mercurial > repos > big-tiandm > mirplant2
view miRPlant.pl @ 43:4c0b1a94b882 draft
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author | big-tiandm |
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date | Tue, 28 Oct 2014 01:35:32 -0400 |
parents | 554fbaf5f451 |
children | 0c4e11018934 |
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#!/usr/bin/perl -w #Filename: #Author: Tian Dongmei #Email: tiandm@big.ac.cn #Date: 2014-4-22 #Modified: #Description: plant microRNA prediction my $version=1.00; use strict; use Getopt::Long; use threads; use threads::shared; use File::Path; use File::Basename; #use RNA; use Term::ANSIColor; my %opts; GetOptions(\%opts,"i:s@","tag:s@","format=s","gfa=s","pre=s","mat=s","rfam:s","dis:i","flank:i","mfe:f","idx:s","idx2:s","mis:i","r:i","v:i","e:i","f:i","a:s","M:i","t:i","min:i","max:i","o:s","path:s","D","h"); if (!(defined $opts{i} and defined $opts{format} and defined $opts{gfa} and defined $opts{pre} and defined $opts{mat}) || defined $opts{h}) { #necessary arguments &usage; } my $time=&Time(); print "miPlant program start:\n The time is $time!\n"; print "Command line:\n $0 @ARGV\n"; my $format=$opts{'format'}; if ($format ne "fastq" && $format ne "fq" && $format ne "fasta" && $format ne "fa") { &printErr(); die "Parameter \"-format\" is error! Parameter is fastq, fq, fasta or fa\n"; } my $phred_qv=64; my @inputfiles=@{$opts{'i'}}; my @inputtags=@{$opts{'tag'}}; my $mypath=`pwd`; chomp $mypath; my $dir=defined $opts{'o'} ? $opts{'o'} : "$mypath/miRPlant_out/"; unless ($dir=~/\/$/) {$dir.="/";} if (not -d $dir) { mkdir $dir; } my $config=$dir."/input_config"; open CONFIG,">$config"; for (my $i=0;$i<@inputfiles;$i++) { print CONFIG $inputfiles[$i],"\t",$inputtags[$i],"\n"; } close CONFIG; my $scipt_path=defined $opts{'path'} ? $opts{'path'} : "/Users/big/galaxy-dist/tools/myTools/"; my $a="ATCTCGTATG"; #adapter if (defined $opts{'a'}) {$a=$opts{'a'};} my $m=6; #adapter minimum mapped nt if (defined $opts{'M'}) {$m=$opts{'M'};} my $t=1; #threads number if (defined $opts{'t'}) {$t=$opts{'t'};} my $min_nt=19; # minimum reads length if (defined $opts{'min'}) {$min_nt=$opts{'min'};} my $max_nt=28; #maximum reads length if (defined $opts{'max'}) {$max_nt=$opts{'max'};} my $mis=0; #mismatch number for microRNA if (defined $opts{'mis'}) {$mis=$opts{'mis'};} my $mis_rfam=0;# mismatch number for rfam if (defined $opts{'v'}) {$mis_rfam=$opts{'v'};} my $hit=25; # maximum reads mapping hits in genome if (defined $opts{'r'}) {$hit=$opts{'r'};} my $upstream = 2; # microRNA 5' extension $upstream = $opts{'e'} if(defined $opts{'e'}); my $downstream = 5;# microRNA 3' extension $downstream = $opts{'f'} if(defined $opts{'f'}); my $maxd=defined $opts{'dis'} ? $opts{'dis'} : 200; my $flank=defined $opts{'flank'} ? $opts{'flank'} :10; my $mfe=defined $opts{'mfe'} ? $opts{'mfe'} : -20; $time=&Time(); print "$time, Checking input file!\n"; my (@filein,@mark,@clean); #&read_config(); @filein=@inputfiles; @mark=@inputtags; &checkfa($opts{pre}); &checkfa($opts{mat}); &checkfa($opts{gfa}); ##### clip adpter --> clean data start $time=&Time(); print "$time, Preprocess:\n trim adapter, reads collapse and filter reads by length.\n"; $time=~s/:/-/g; $time=~s/ /-/g; my $preprocess=$dir."preProcess_${time}/"; mkdir $preprocess; my $can_use_threads = eval 'use threads; 1'; if ($can_use_threads) { # Do processing using threads print "Do processing using threads\n"; my @filein1=@filein; my @mark1=@mark; while (@filein1>0) { my @thrs; my @res; for (my $i=0;$i<$t ;$i++) { last if(@filein1==0); my $in=shift @filein1; my $out=shift @mark1; push @clean,$preprocess.$out."_clips_adapter.fq"; $thrs[$i]=threads->create(\&clips,$in,$out); } for (my $i=0;$i<@thrs;$i++) { $res[$i]=$thrs[$i]->join(); } } } else { # Do not processing using threads print "Do not processing using threads\n"; for (my $i=0;$i<@filein ;$i++) { my $in=$filein[$i]; my $out=$mark[$i]; push @clean,$preprocess.$out."_clips_adapter.fq"; &clips($in,$out); } } ##### clip adpter --> clean data end my $collapsed=$preprocess."collapse_reads.fa"; my $data=$preprocess."collapse_reads_${min_nt}_${max_nt}.fa"; ## raw clean data my $data2; ### mirbase not mapped reads my $data3; ### rfam not mapped reads &collapse(\@clean,$collapsed); #collapse reads to tags &filterbylength(); # filter <$min_nt && >$max_nt print "The final clean data file is $data, only contains reads which length is among $min_nt\~$max_nt\n\n"; $time=Time(); print "$time: known microRNA quantify!\n\n"; chdir $dir; $time=~s/:/-/g; $time=~s/ /-/g; my $known_result=$dir."miRNA_Express_${time}/"; &quantify(); ### known microRAN quantify #my $miR_exp_dir=&search($known_result,"miRNA_Express_"); $data2=$known_result."/mirbase_not_mapped.fa"; my $pathfile="$dir/path.txt"; open PA,">$pathfile"; print PA "$config\n"; print PA "$preprocess\n"; print PA "$known_result\n"; if (defined $opts{'rfam'}) { #rfam mapping and analysis $time=Time(); print "$time: RNA annotate!\n\n"; $time=~s/:/-/g; $time=~s/ /-/g; my $rfam_exp_dir=$dir."rfam_match_${time}"; &rfam(); #my $rfam_exp_dir=&search($dir,"rfam_match_"); $data3=$rfam_exp_dir."/rfam_not_mapped.fa"; print PA "$rfam_exp_dir\n"; my $tag=join "\\;" ,@mark; system("perl $scipt_path/count_rfam_express.pl -i $rfam_exp_dir/rfam_mapped.bwt -tag $tag -o rfam_non-miRNA_annotation.txt"); } my $data4=$data; if (defined $opts{'D'}) { #genome mapping $data4=$data3; }else{ $data4=$data2; } $time=Time(); print "$time: Genome alignment!\n\n"; $time=~s/:/-/g; $time=~s/ /-/g; my $genome_map=$dir."genome_match_${time}"; &genome($data4); print PA "$genome_map\n"; #my $genome_map=&search($dir,"genome_match_"); my $mapfile=$genome_map."/genome_mapped.bwt"; my $mapfa=$genome_map."/genome_mapped.fa"; my $unmap=$genome_map."/genome_not_mapped.fa"; #$time=Time(); #print "$time: Novel microRNA prediction!\n\n"; &predict($mapfa); close PA; system("perl $scipt_path/html.pl -i $pathfile -format $format -o $dir/result.html"); $time=Time(); print "$time: Program end!!\n"; ############################## sub programs ################################### sub predict{ my ($file)=@_; $time=&Time(); print "$time: Novel microRNA prediction!\n\n"; $time=~s/:/-/g; $time=~s/ /-/g; my $predict=$dir."miRNA_predict_${time}"; print PA "$predict\n"; mkdir $predict; chdir $predict; system("perl $scipt_path/precursors.pl -map $mapfile -g $opts{gfa} -d $maxd -f $flank -o $predict/excised_precursor.fa -s $predict/excised_precursor_struc.txt -e $mfe"); # print "\nprecursors.pl -map $mapfile -g $opts{gfa} -d $maxd -f $flank -o $predict/excised_precursor.fa -s $predict/excised_precursor_struc.txt -e $mfe\n"; system("bowtie-build -f excised_precursor.fa excised_precursor"); # print "\nbowtie-build -f excised_precursor.fa excised_precursor\n"; system("bowtie -v $mis -f -p $t -m $hit -a --best --strata excised_precursor $file > precursor_mapped.bwt"); # print "\nbowtie -v $mis -f -p $t -m $hit -a --best --strata excised_precursor $file > precursor_mapped.bwt\n"; system("perl $scipt_path/convert_bowtie_to_blast.pl precursor_mapped.bwt $file excised_precursor.fa > precursor_mapped.bst"); # print "\nconvert_bowtie_to_blast.pl precursor_mapped.bwt $file excised_precursor.fa > precursor_mapped.bst\n"; system("sort +3 -25 precursor_mapped.bst > signatures.bst"); # print "\nsort +3 -25 precursor_mapped.bst > ../signatures.bst\n"; chdir $dir; system("perl $scipt_path/miRDeep_plant.pl $predict/signatures.bst $predict/excised_precursor_struc.txt novel_tmp_dir -y > microRNA_prediction.mrd"); # print "\nmiRDeep_plant.pl $dir/signatures.bst $predict/excised_precursor_struc.txt tmp_dir -y > microRNA_prediction.txt\n"; system("rm novel_tmp_dir -rf"); my $tag=join "," ,@mark; system("perl $scipt_path/miRNA_Express_and_sequence.pl -i microRNA_prediction.mrd -list novel_microRNA_express.txt -fa novel_microRNA_mature.fa -pre novel_microRNA_precursor.fa -tag $tag"); } sub genome{ my ($file)=@_; if(defined $opts{'idx'}){ system("perl $scipt_path/matching.pl -i $file -g $opts{gfa} -v $mis -p $t -r $hit -o $dir -index $opts{idx} -time $time") ; # print "\nmatching.pl -i $file -g $opts{gfa} -v $mis -p $t -r $hit -o $dir -index $opts{idx} -time $time\n"; }else{ system("perl $scipt_path/matching.pl -i $file -g $opts{gfa} -v $mis -p $t -r $hit -o $dir -time $time") ; # print "\nmatching.pl -i $file -g $opts{gfa} -v $mis -p $t -r $hit -o $dir -time $time\n"; } } sub rfam{ if (defined $opts{'idx2'}) { system("perl $scipt_path/rfam.pl -i $data2 -ref $opts{rfam} -v $mis_rfam -p $t -o $dir -index $opts{idx2} -time $time"); # print "\nrfam.pl -i $data2 -ref $opts{rfam} -v $mis_rfam -p $t -o $dir -index $opts{idx2} -time $time\n"; }else{ system("perl $scipt_path/rfam.pl -i $data2 -ref $opts{rfam} -v $mis_rfam -p $t -o $dir -time $time"); # print "\nrfam.pl -i $data2 -ref $opts{rfam} -v $mis_rfam -p $t -o $dir -time $time\n"; } } sub quantify{ my $tag=join "\\;" ,@mark; system("perl $scipt_path/quantify.pl -p $opts{pre} -m $opts{mat} -r $data -o $dir -time $time -mis $mis -t $t -e $upstream -f $downstream -tag $tag"); # print "\nquantify.pl -p $opts{pre} -m $opts{mat} -r $data -o $dir -time $time -mis $mis -t $t -e $upstream -f $downstream -tag $tag\n"; } sub filterbylength{ my $tmpmark=join ",", @mark; system("perl $scipt_path/filterReadsByLength.pl -i $collapsed -o $data -min $min_nt -max $max_nt -mark $tmpmark"); # print "\nfilterReadsByLength.pl -i $collapsed -o $data -min $min_nt -max $max_nt -mark $tmpmark\n"; } sub collapse{ my ($ins,$data)=@_; my $str=""; for (my $i=0;$i<@{$ins};$i++) { $str .="-i $$ins[$i] "; } system ("perl $scipt_path/collapseReads2Tags.pl $str -mark seq -o $data -format $format"); # print "\ncollapseReads2Tags.pl $str -mark seq -o $data -format $format\n"; } sub clips{ my ($in,$out)=@_; my $adapter=$preprocess.$out."_clips_adapter.fq"; if($format eq "fq" || $format eq "fastq"){ system("fastx_clipper -a $a -M $m -Q $phred_qv -i $in -o $adapter") ; print "\nfastx_clipper -a $a -M $m -Q $phred_qv -i $in -o $adapter\n"; } if($format eq "fa" || $format eq "fasta"){ system("fastx_clipper -a $a -M $m -i $in -o $adapter") ; # print "\nfastx_clipper -a $a -M $m -i $in -o $adapter\n"; } #my $clean=$preprocess.$out."_clean.fq"; #system("filterReadsByLength.pl -i $adapter -o $clean -min $min_nt -max $max_nt "); return; } sub read_config{ open CON,"<$config"; while (my $aline=<CON>) { chomp $aline; my @tmp=split/\t/,$aline; push @filein,$tmp[0]; push @mark,$tmp[1]; &check_rawdata($tmp[0]); } close CON; if (@filein != @mark) { &printErr(); die "Maybe config file have some wrong!!!\n"; } } sub check_rawdata{ my ($fileforcheck)=@_; if (!(-s $fileforcheck)) { &printErr(); die "Can not find $fileforcheck, or file is empty!!!\n"; } if ($format eq "fasta" || $format eq "fa") { &checkfa($fileforcheck); } if ($format eq "fastq" || $format eq "fq") { &checkfq($fileforcheck); } } sub checkfa{ my ($file_reads)=@_; open N,"<$file_reads"; my $line=<N>; chomp $line; if($line !~ /^>\S+/){ printErr(); die "The first line of file $file_reads does not start with '>identifier' Reads file $file_reads is not a valid fasta file\n\n"; } if(<N> !~ /^[ACGTNacgtn]*$/){ printErr(); die "File $file_reads contains not allowed characters in sequences Allowed characters are ACGTN Reads file $file_reads is not a fasta file\n\n"; } close N; } sub checkfq{ my ($file_reads)=@_; open N,"<$file_reads"; for (my $i=0;$i<10;$i++) { my $a=<N>; my $b=<N>; my $c=<N>; my $d=<N>; chomp $a; chomp $b; chomp $c; chomp $d; if($a!~/^\@/){ &printErr(); die "$file_reads is not a fastq file\n\n"; } if($b!~ /^[ACGTNacgtn]*$/){ &printErr(); die "File $file_reads contains not allowed characters in sequences Allowed characters are ACGTN Reads file $file_reads is not a fasta file\n\n"; } if ($c!~/^\@/ && $c!~/^\+/) { &printErr(); die "$file_reads is not a fastq file\n\n"; } if ((length $b) != (length $d)) { &printErr(); die "$file_reads is not a fastq file\n\n"; } my @qv=split //,$d; for (my $j=0;$j<@qv ;$j++) { my $q=ord($qv[$j])-64; if($q<0){$phred_qv=33;} } } close N; } sub search{ my ($dir,$str)=@_; opendir I,$dir; my @ret; while (my $file=readdir I) { if ($file=~/$str/) { push @ret, $file; } } closedir I; if (@ret != 1) { &printErr(); die "Can not find directory or file which name has string: $str !!!\n"; } return $ret[0]; } sub printErr{ print STDERR color 'bold red'; print STDERR "Error: "; print STDERR color 'reset'; } =cut sub Time{ my $time=time(); my ($sec,$min,$hour,$day,$month,$year) = (localtime($time))[0,1,2,3,4,5,6]; $month++; $year+=1900; if (length($sec) == 1) {$sec = "0"."$sec";} if (length($min) == 1) {$min = "0"."$min";} if (length($hour) == 1) {$hour = "0"."$hour";} if (length($day) == 1) {$day = "0"."$day";} if (length($month) == 1) {$month = "0"."$month";} #print "$year-$month-$day $hour:$min:$sec\n"; return("$year-$month-$day-$hour-$min-$sec"); } =cut sub Time{ my $time=time(); my ($sec,$min,$hour,$day,$month,$year) = (localtime($time))[0,1,2,3,4,5,6]; $month++; $year+=1900; if (length($sec) == 1) {$sec = "0"."$sec";} if (length($min) == 1) {$min = "0"."$min";} if (length($hour) == 1) {$hour = "0"."$hour";} if (length($day) == 1) {$day = "0"."$day";} if (length($month) == 1) {$month = "0"."$month";} #print "$year-$month-$day $hour:$min:$sec\n"; return("$year-$month-$day $hour:$min:$sec"); } sub usage{ print <<"USAGE"; Version $version Usage: $0 -i -format -gfa -index -pre -mat -rfam -D -a -M -min -max -mis -e -f -v -t -o -path options: -i string, input file#input files information file /path/filename mark /path/filename mark ... -format string,#specific input rawdata file format : fastq|fq|fasta|fa -gfa string, input file # genome fasta. sequence file -idx string, genome file index, file-prefix #(must be indexed by bowtie-build) The parameter string must be the prefix of the bowtie index. For instance, if the first indexed file is called 'h_sapiens_37_asm.1.ebwt' then the prefix is 'h_sapiens_37_asm'.##can be null -pre string, input file #species specific microRNA precursor sequences -mat string, input file #species specific microRNA mature sequences -rfam string, input file# rfam database file, microRNAs must not be contained in this file## if not define, rfam small RNA will not be count. -idx2 string, rfam file index, file-prefix #(must be indexed by bowtie-build) The parameter string must be the prefix of the bowtie index. For instance, if the first indexed file is called 'h_sapiens_37_asm.1.ebwt' then the prefix is 'h_sapiens_37_asm'.##can be null -D If [-D] is specified,will discard rfam mapped reads(nead -rfam). -a string, ADAPTER string. default is ATCTCGTATG. -M int, require minimum adapter alignment length of N. If less than N nucleotides aligned with the adapter - don't clip it. -min int, reads min length,default is 19. -max int, reads max length,default is 28. -mis [int] number of allowed mismatches when mapping reads to precursors, default 0 -e [int] number of nucleotides upstream of the mature sequence to consider, default 2 -f [int] number of nucleotides downstream of the mature sequence to consider, default 5 -v <int> report end-to-end hits w/ <=v mismatches; ignore qualities,default 0; used in rfam alignment -r int a read is allowed to map up to this number of positions in the genome,default is 25 -dis <int> Maximal space between miRNA and miRNA* (200) -flank <int> Flank sequence length of miRNA precursor (10) -mfe <folat> Maximal free energy allowed for a miRNA precursor (-20) -t int, number of threads [1] -o output directory# absolute path -h help USAGE exit(1); }