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博主其实对未知的可变剪接分类有些困惑,但想了很久才使用了一项比较复杂的算法,接下来并不是分类,而是先转换数据库,因为ensembl|gencode数据库的格式并不能满足博主的需求,转换后更能方便地处理接下来的工作:
#!/usr/bin/env perl
use warnings;
use strict;my (%gene);
open GTF, $ARGV[0] or die $!;
while(<GTF>)
{chomp;next if(/^#/);my @tmp = split;my ($gid) = $_ =~ /gene_id "([^;]+)";/; #匹配基因名称if($_ =~ /gene_type "protein_coding";/) #分coding和noncoding分别处理,因为noncoding没有UTR结构,不存在UTR的可变剪接{if($tmp[2] =~ /exon/){push @{$gene{$tmp[0]}{$gid}{$tmp[6]}}, "$tmp[3],$tmp[4],1";}}else{if($tmp[2] =~ /exon/){push @{$gene{$tmp[0]}{$gid}{$tmp[6]}}, "$tmp[3],$tmp[4],0";}}
}
close GTF;open OUT, ">$ARGV[0].myformat" or die $!;
foreach my $c(keys %gene)
{foreach my $g(keys %{$gene{$c}}){foreach my $ps(keys %{$gene{$c}{$g}}){if($ps eq '+'){my ($s, $e, $type);if(@{$gene{$c}{$g}{$ps}} eq 1){($s,$e, $type) = (split /,/, $gene{$c}{$g}{$ps}->[0])[0,1,2];}else{$s = (split /,/, $gene{$c}{$g}{$ps}->[0])[0];$e = (split /,/, $gene{$c}{$g}{$ps}->[-1])[1];$type = (split /,/, $gene{$c}{$g}{$ps}->[0])[2];}my (@start, @end);foreach my $loci(@{$gene{$c}{$g}{$ps}}){push @start, (split /,/, $loci)[0];push @end, (split /,/, $loci)[1];}my $ss = join ",", @start;my $ee = join ",", @end;print OUT join "\t", $c, $g, "$s-$e", $ps, $type, $ss, $ee, "\n";}else{my @ps_a = reverse @{$gene{$c}{$g}{$ps}};my ($s, $e, $type);if(@ps_a eq 1){($s,$e,$type) = (split /,/, $ps_a[0])[0,1,2];}else{$s = (split /,/, $ps_a[0])[0];$e = (split /,/, $ps_a[-1])[1];$type = (split /,/, $ps_a[0])[2];}my (@start, @end);foreach my $loci(@ps_a){push @start, (split /,/, $loci)[0];push @end, (split /,/, $loci)[1];}my $ss = join ",", @start;my $ee = join ",", @end;print OUT join "\t", $c, $g, "$s-$e", $ps, $type, $ss, $ee, "\n";}}}
}
这个格式类似ucsc的refseq格式,当然只是类似而已,而博主所需求的是gene类型和exon起始与终止而已。
说到数据库的转换,博主还想起来一件事情,就是refseq转gff格式,其实两者差的有些多。
有个妹子写了一个转换的,还不错,展示的内容非常的详细想要啥结果都可以,当然在这之中博主也贡献了一点功劳,嘿嘿!就拿来在这展示一下吧:
#!perl -w
use strict;
die "Usage : perl $0 <in.refGene.lst> <out.gff>" unless (@ARGV == 2);
my ($in, $out) = @ARGV;my($pre, $insert, @inserts, $utr, $utr_o, $i, $j, $cds, $nm, $chr, $direction, $start_exon, $end_exon, $start_cds, $end_cds, $cds_num, $start, $end, $tmp, $gene, @starts, @ends, $up, $down);if ($in =~ /\.gz/){open IN, " gzip -dc $in | " || die $!;}
else{open IN, $in || die $!;}
if ($out =~ /\.gz/){open OUT, "| gzip > $out" || die $!;}
else {open OUT , "> $out" || die $!;}while (<IN>){chomp;($nm, $chr, $direction, $start_exon, $end_exon, $start_cds, $end_cds, $cds_num, $start, $end, $tmp, $gene, $insert) = (split)[1..12,15];if ($nm =~ /NM/){$pre = 'mRNA';}else{$pre = 'ncRNA';}$start =~ s/,$//;$end =~ s/,$//;$insert =~ s/,$//;$insert =~ s/\-1/\./g;if ($cds_num > 1){@starts = split /,/, $start;@ends = split /,/, $end;@inserts = split /,/, $insert;}else{@starts = ($start);@ends = ($end);@inserts = ($insert);}print OUT "$chr\trefGene\t$pre\t$start_exon\t$end_exon\t.\t$direction\t.\tID=$nm; name=$gene;\n";if ($direction eq '+'){$utr = 5;$utr_o = 3;#print OUT "$chr\trefGene\t5-UTR\t$start_exon\t",$start_cds-1,"\t.\t$direction\t.\tParent=$nm;\n";} else {$utr = 3;$utr_o = 5;#print OUT "$chr\trefGene\t3-UTR\t$start_exon\t",$start_cds-1,"\t.\t$direction\t.\tParent=$nm;\n";}for ($i = 0; $i < @starts; $i ++){print OUT "$chr\trefGene\tintron\t",$ends[$i-1]+1,"\t",$starts[$i]-1,"\t.\t$direction\t.\tParent=$nm;\n" if ($i > 0);if ($pre eq 'ncRNA'){print OUT "$chr\trefGene\tCDS\t$starts[$i]\t$ends[$i]\t.\t$direction\t$inserts[$i]\tParent=$nm;\n";next;}if ($ends[$i] < $start_cds){print OUT "$chr\trefGene\t$utr-UTR\t$starts[$i]\t$ends[$i]\t.\t$direction\t$inserts[$i]\tParent=$nm;\n";}elsif($starts[$i] < $start_cds and $ends[$i] > $start_cds){print OUT "$chr\trefGene\t$utr-UTR\t$starts[$i]\t", $start_cds - 1, "\t.\t$direction\t.\tParent=$nm;\n";print OUT "$chr\trefGene\tCDS\t$start_cds\t$ends[$i]\t.\t$direction\t$inserts[$i]\tParent=$nm;\n";}elsif($starts[$i] >= $start_cds and $ends[$i] <= $end_cds){print OUT "$chr\trefGene\tCDS\t$starts[$i]\t$ends[$i]\t.\t$direction\t$inserts[$i]\tParent=$nm;\n";}elsif($starts[$i] < $end_cds and $ends[$i] > $end_cds){print OUT "$chr\trefGene\tCDS\t$starts[$i]\t$end_cds\t.\t$direction\t$inserts[$i]\tParent=$nm;\n";print OUT "$chr\trefGene\t$utr_o-UTR\t", $end_cds + 1, "\t$ends[$i]\t.\t$direction\t.\tParent=$nm;\n";}else{print OUT "$chr\trefGene\t$utr_o-UTR\t$starts[$i]\t$ends[$i]\t.\t$direction\t$inserts[$i]\tParent=$nm;\n";}}
}
close IN;
close OUT;
上面是正常的gff格式,下面将添加一些别的东西:
#!perl -w
use strict;
die "Usage : perl $0 <in.file> <out.file> " if (@ARGV > 2);
my ($in, $out) = @ARGV;$in ||= 'refGene.sort.2.gz';
$out ||= 'refGene.ann.gz';if($in =~ /\.gz/){open IN, "gzip -dc $in |" || die $!;
}else{open IN, $in || die $!;
}if ($out =~ /\.gz/){open OUT, "| gzip > $out " || die $!;
}else{open OUT, "> $out" || die $!;
}my (@tmps, $chr, $ref, $region, $start, $end, $num, $dot, $id, $count_cds, $count_intron, $gene, $nm);
my (%infos, %genes);
my @chrs = (1..22, 'X', 'Y');$/ = "\n>";
chomp (my $line = <IN>);
@tmps = split /\n/, $line;my ($chr_b, $end_b, $orientation, $id_b) = $tmps[0] =~ /(chr\w+)\t\w+\t\w+RNA\t\d+\t(\d+)\t\.\t([\+\-])\t\.\t(ID=\S+; name=\S+)$/;
$tmps[0] =~ s/>//;
print OUT "$tmps[0]\n";
@tmps[1..$#tmps] = &add_num ($orientation, @tmps[1..$#tmps]);
print OUT join "\n", @tmps[1..$#tmps];
print OUT "\n";while (<IN>){chomp;@tmps = split /\n/, $_;($chr, $start, $end, $orientation, $id) = $tmps[0] =~ /(chr\w+)\t\w+\t\w+RNA\t(\d+)\t(\d+)\t\.\t([\+\-])\t\.\t(ID=\S+; name=\S+)$/;if ($chr eq $chr_b and $end_b < $start){print OUT "$chr\trefGene\tintergenic\t",$end_b + 1, "\t", $start - 1, "\t.\t.\t.\t$id_b|$id\n";}($chr_b, $end_b ,$id_b) = ($chr, $end, $id);$tmps[0] =~ s/>//;print OUT "$tmps[0]\n";@tmps[1..$#tmps] = &add_num ($orientation, @tmps[1..$#tmps]);print OUT join "\n", @tmps[1..$#tmps];print OUT "\n";
}
close IN;
close OUT;
#$/ = '\n';sub add_num {my @tmps = @_;my ($count_cds, $count_intron) = (0, 0);if ($tmps[0] eq '+'){for my $tmp (@tmps[1..$#tmps]){if ($tmp =~ /CDS/){$count_cds ++;$tmp =~ s/\.\t\+/$count_cds\t\+/;#$count_cds ++;}elsif($tmp =~ /intron/){$count_intron ++;$tmp =~ s/\.\t\+/$count_intron\t\+/;#$count_intron ++;}}return @tmps[1..$#tmps];}#return @tmps[1..$#tmps];for my $tmp (@tmps[1..$#tmps]){if ($tmp =~ /CDS/){$count_cds ++;}elsif($tmp =~ /intron/){$count_intron ++;}}for my $tmp (@tmps[1..$#tmps]){if ($tmp =~ /CDS/){$tmp =~ s/\.\t\-/$count_cds\t\-/;$count_cds --;}elsif($tmp =~ /intron/){$tmp =~ s/\.\t\-/$count_intron\t\-/;$count_intron --;}}return @tmps[1..$#tmps];
}
脚本如下:
less refGene.txt.gz | sort -k3,3 -k5,5n |gzip > refGene.txt.sort.gz
perl format.pl refGene.txt.sort.gz refGene.gff.gz
less refGene.gff.gz |perl -lane 'if($F[2] =~ /RNA/){$F[0] = ">$F[0]";}print join "\t",@F[0..7], "$F[8] $F[9]";' |gzip > refGene.gff.2.gz
perl ann.sort.pl refGene.gff.2.gz refGene.ann.gz
最终的转换格式如下:
chr1 refGene intron 763230 764381 1 + . Parent=NR_047525;
chr1 refGene CDS 764382 764484 2 + . Parent=NR_047525;
chr1 refGene intron 764485 787305 2 + . Parent=NR_047525;
chr1 refGene CDS 787306 787490 3 + . Parent=NR_047525;
chr1 refGene intron 787491 788049 3 + . Parent=NR_047525;
chr1 refGene CDS 788050 788146 4 + . Parent=NR_047525;
chr1 refGene intron 788147 788769 4 + . Parent=NR_047525;
chr1 refGene CDS 788770 794826 5 + . Parent=NR_047525;
chr1 refGene intergenic 794827 803449 . . . ID=NR_047525; name=LOC643837;|ID=NR_027055; name=FAM41C;
chr1 refGene ncRNA 803450 812182 . - . ID=NR_027055; name=FAM41C;
chr1 refGene CDS 803450 804055 3 - . Parent=NR_027055;
chr1 refGene intron 804056 809490 2 - . Parent=NR_027055;
chr1 refGene CDS 809491 810535 2 - . Parent=NR_027055;
chr1 refGene intron 810536 812124 1 - . Parent=NR_027055;
chr1 refGene CDS 812125 812182 1 - . Parent=NR_027055;
chr1 refGene intergenic 812183 852951 . . . ID=NR_027055; name=FAM41C;|ID=NR_026874; name=LOC100130417;
chr1 refGene ncRNA 852952 854817 . - . ID=NR_026874; name=LOC100130417;
chr1 refGene CDS 852952 853100 4 - . Parent=NR_026874;
chr1 refGene intron 853101 853400 3 - . Parent=NR_026874;
chr1 refGene CDS 853401 853555 3 - . Parent=NR_026874;
chr1 refGene intron 853556 854203 2 - . Parent=NR_026874;
chr1 refGene CDS 854204 854295 2 - . Parent=NR_026874;
chr1 refGene intron 854296 854713 1 - . Parent=NR_026874;
chr1 refGene CDS 854714 854817 1 - . Parent=NR_026874;
chr1 refGene intergenic 854818 861119 . . . ID=NR_026874; name=LOC100130417;|ID=NM_152486; name=SAMD11;
chr1 refGene mRNA 861120 879961 . + . ID=NM_152486; name=SAMD11;
chr1 refGene 5-UTR 861120 861180 . + . Parent=NM_152486;
chr1 refGene intron 861181 861300 1 + . Parent=NM_152486;
chr1 refGene 5-UTR 861301 861320 . + . Parent=NM_152486;
chr1 refGene CDS 861321 861393 1 + 0 Parent=NM_152486;
第6列为exon和intron的排列顺序,第8列为翻译偏移量,intergenic为添加两个gene或transcript之间的距离等,加强版的gff格式~~~
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