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parseAlignment.pl
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parseAlignment.pl
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#!/usr/bin/perl -w
use strict;
use warnings;
use Data::Dumper;
use Carp;
use File::Basename;
use Getopt::Long;
use Bed;
use Sam;
my $prog = basename ($0);
my $mapQual = 0;
my $minLen = 0;
my $splitDel = 0;
my $mutationFile = "";
my $verbose = 0;
my $minAnchor = 1; #mutation is considered only when a match
my $minAnchorIndel = 5;
#my $useRNAStrand = 0; # use the strand of the RNA instead of the read
my $inDelInScore = 0;
GetOptions (
"map-qual:i"=>\$mapQual,
"min-len:i"=>\$minLen,
"split-del"=>\$splitDel,
"indel-to-end:i"=>\$minAnchorIndel,
"indel-in-score"=>\$inDelInScore,
"mutation-file:s"=>\$mutationFile,
"v|verbose"=>\$verbose);
if (@ARGV != 2)
{
print STDERR "parse alignment in SAM format to BED format (both tags and mutations)\n";
print STDERR "Usage: $prog [options] <in.sam> <out.bed>\n";
print STDERR " <in.sam> : gzip compressed input file with .gz extension is allowed\n";
print STDERR " <out.bed> : output bed file of tag alignment\n";
print STDERR " You can also use - to specify STDIN for input or STDOUT for output\n\n";
print STDERR "options:\n";
print STDERR " --mutation-file [string]: file name to save mutations\n";
print STDERR " --map-qual [int] : MAPQ score (e.g. to keep only uniquely mapped reads)\n";
print STDERR " --min-len [int] : minimal read length to report\n";
print STDERR " --indel-to-end [int] : nt from indel to end ($minAnchorIndel)\n";
print STDERR " --split-del : split oligo deletion into single nucleotides\n";
print STDERR " --indel-in-score : count indels in as mismatches reported in the score column\n";
print STDERR " -v : verbose\n";
exit (1);
}
my ($inSAMFile, $outBedFile) = @ARGV;
my $msgio = $outBedFile eq '-' ? *STDERR : *STDOUT;
my ($fin, $fout, $fout2);
if ( $inSAMFile eq "-")
{
$fin = *STDIN;
}
else
{
if ($inSAMFile =~/\.gz$/)
{
open ($fin, "gunzip -c $inSAMFile | ") || Carp::croak "cannot open file $inSAMFile to read\n";
}
else
{
open ($fin, "<$inSAMFile") || Carp::croak "cannot open file $inSAMFile to read\n";
}
}
if ( $outBedFile eq "-")
{
$fout = *STDOUT;
}
else
{
open ($fout, ">$outBedFile") || Carp::croak "cannot open file $outBedFile to write\n";
}
if ($mutationFile ne '')
{
open ($fout2, ">$mutationFile") || Carp::croak "cannot open file $mutationFile to write\n";
}
my $i = 0;
while (my $line = <$fin>)
{
chomp $line;
next if $line=~/^\s*$/;
next if $line=~/^\@/;
print $msgio "$i ...\n" if $verbose && $i % 50000 == 0;
$i++;
my $sam = lineToSam ($line); # a very lightweight parser
next unless length($sam->{'SEQ'}) >= $minLen;
next unless $sam->{"MAPQ"} >= $mapQual;
my $flagInfo = decodeSamFlag ($sam->{"FLAG"});
my $ret = samToBedAndMutation ($sam);
next unless $ret;
my $bed = $ret->{'tag'};
my $mutations = $ret->{'mutations'};
print $fout bedToLine ($bed), "\n" unless $flagInfo->{'query_nomap'};
if ($mutationFile ne '')
{
foreach my $m (@$mutations)
{
my $type = '>'; #substitution
if ($m->{'type'} eq 'I')
{
$type = "+";
}
elsif ($m->{'type'} eq 'D')
{
$type = '-';
}
#output compatible with the previous parser
if ($type eq '-' && $splitDel)
{
my $size = $m->{'chromEnd'} - $m->{'chromStart'} + 1;
if ($m->{'flag'} >= 2)
{
for (my $i = 0; $i < $size; $i++)
{
print $fout2 join("\t", $m->{'chrom'}, $m->{'chromStart'} + $i, $m->{'chromStart'} + $i + 1, $m->{'name'}, $m->{'score'} + $i, $m->{'strand'},
$m->{'score'} + $i, uc(substr ($m->{'refBase'}, $i, 1)), $type, '.', $bed->{'matchStart'}), "\n";
}
}
}
else
{
print $fout2 bedToLine ($m), "\t", join ("\t", $m->{'score'}, uc($m->{'refBase'}), $type, uc($m->{'altBase'}), $bed->{"matchStart"}), "\n" if $m->{'flag'} >= 2;
}
}
}
}
close ($fin) if $inSAMFile ne '-';
close ($fout) if $outBedFile ne '-';
close ($fout2) if $mutationFile ne '';
sub parseMD
{
my ($tagStr, $CIGAR, $SEQ) = @_;
#insertions are not reflected in MD and they must be extracted from CIGAR
#so we get CIGAR althought it is not used for now
my %MDitems = (D=>{}, X=>[]); #substitutions and deletions, but no insertions in MD tag
if ($tagStr=~/MD\:Z\:(\S+)/g)
{
my $MDStr = $1;
my @token = split (/(\d+)/, $MDStr);
#print join ("\t", "t=", @token), "\n";
next if @token < 2; #no mismatches
#track if there is a good match on the left of each mutation
my $goodMatchLeft = 0;
my $goodMatchLeftIndel = 0;
for (my $i = 0; $i < @token; $i++)
{
my $t = $token[$i];
$token[$i] = {t=>$t};
if ($t =~/^\d+$/)
{
$goodMatchLeft = 1 if $t >= $minAnchor;
$goodMatchLeftIndel = 1 if $t >= $minAnchorIndel;
}
$token[$i]->{'f'} = ($t=~/^\^/) ? $goodMatchLeftIndel : $goodMatchLeft;
}
#track if there is a good match on the right of each mutation
my $goodMatchRight = 0;
my $goodMatchRightIndel = 0;
for (my $j = 0; $j < @token; $j++)
{
my $i = @token - $j - 1;
my $t = $token[$i];
if ($t->{'t'} =~/^\d+$/)
{
$goodMatchRight = 1 if $t->{'t'} >= $minAnchor;
$goodMatchRightIndel = 1 if $t->{'t'} >= $minAnchorIndel;
}
$token[$i]{'f'} += ($t->{'t'}=~/^\^/) ? $goodMatchRightIndel : $goodMatchRight;
}
#if flag ==2, good quality
my $currPos = 0;
foreach my $item (@token)
{
my $t = $item->{'t'};
my $f = $item->{'f'};
next if $t eq '';
if ($t =~/^\d+$/)
{
$currPos += $t if $t> 0;
}
elsif ($t=~/^[A|C|G|T|N]$/i)
{
#substitution, always single nucleotide
my $refBase = $t;
#my $altBase = substr ($SEQ, $currPos, 1);#currPos does not include insertions, so the altBase might not be correct
push @{$MDitems{'X'}},{pos=>$currPos, refBase=>$refBase, flag=>$f};
$currPos+=1;
}
elsif ($t=~/^\^(\S+)$/)
{
#deletion occurs between $currPos-1 and $currPos in the read
my $refBase = $1;
#my $altBase = ".";
$MDitems{'D'}{$currPos} = {pos=>$currPos, refBase=>$refBase, flag=>$f};
}
else
{
Carp::croak "something is wrong in $MDStr: $t\n";
}
}
#print "MD=$MDStr, items=", Dumper (\%MDitems);
}
return \%MDitems;
}
#return 0 if no alignment
sub samToBedAndMutation
{
my $sam = $_[0];
return 0 if $sam->{"CIGAR"} eq '*'; #no alignment
my $flagInfo = decodeSamFlag ($sam->{"FLAG"});
my $strand = $flagInfo->{'query_strand'};
my $name = $sam->{"QNAME"};
my $chrom = $sam->{"RNAME"};
my $chromStart = $sam->{"POS"} - 1;
my $CIGAR = $sam->{"CIGAR"};
my $SEQ = $sam->{"SEQ"};
my $TAGS = $sam->{"TAGS"} ? $sam->{"TAGS"} : "";
my $score = 0;
if ($TAGS=~/NM\:\S*\:(\d+)/)
{
$score = $1;
}
my $matchStart = 1;
#remove hard cliped nucleotides
if ($CIGAR =~/^\d+H(.*?)$/)
{
$CIGAR = $1;
$matchStart = 0 if $strand eq '+';
}
if ($CIGAR =~/^(.*?)\d+H$/)
{
$CIGAR = $1;
$matchStart = 0 if $strand eq '-';
}
#remove soft cliped nucleotides
if ($CIGAR =~/^(\d+)S(.*?)$/)
{
my $size = $1;
$CIGAR = $2;
$SEQ = substr ($SEQ, $size); #trim left
$matchStart = 0 if $strand eq '+';
}
if ($CIGAR =~/^(.*?)(\d+)S$/)
{
$CIGAR = $1;
my $size = $2;
$SEQ = substr ($SEQ, 0, length($SEQ) - $size);
$matchStart = 0 if $strand eq '-';
}
#print join ("\t", $name, $CIGAR), "\n";
#deal with the rest
if ($CIGAR=~/[^\d+|M|N|I|D]/g)
{
Carp::croak "unexpected CIGAR string: $CIGAR in $name: $SEQ\n";
}
my $MDitems = parseMD ($TAGS, $CIGAR, $SEQ);
my (@blockSizes, @blockStarts);
my $currPosRef = 0; #tracks the current genomic position (relative)
my $currPosRead = 0; #tracks the current read position
my $extendBlock = 0;
my @mutations;
my $currMismatchIdx = 0;
#note in sam, the sequence reported is always the sequence on the positive strand of the chromosome, not necessarily the read sequence
#the coordinates are also relative to the positive strand
my $inDel = 0;
my $ins = 0; #track the number of inserted nucleotides in cigar string, note that these are not counted in the MD tags
while ($CIGAR =~/(\d+)([M|N|I|D])/g)
{
my ($size, $type) = ($1, $2);
if ($type eq 'I' || $type eq 'D')
{
$inDel += $size;
$extendBlock = 1;
if ($type eq 'I')
{
my $mutationStart = $chromStart + $currPosRef;
#insertion in read occurs between $currPosRef - 1 and $currPosRef
my $mutationEnd = $mutationStart;
my $mutationShift = $currPosRead;
#very difficult to track for insertions, so we just use the position of the insertion in the read as an approximation
my $flag = 0;
$flag = 2 if $mutationShift >= $minAnchorIndel && $mutationShift + $size - 1 <= length($SEQ) - 1 - $minAnchorIndel;
my $altBase = substr ($SEQ, $currPosRead, $size);
push @mutations, {
type=>$type,
refBase=> '.',
altBase=> $altBase,
flag=>$flag,
chrom=>$chrom,
chromStart=>$mutationStart,
chromEnd => $mutationEnd,
name=>$name,
score=>$mutationShift,
strand=>$strand } if $altBase=~/^[ACGT]*$/i;
$ins += $size;
#$currPosRead += $size; #we do not shift the read position to be consistent with the MD tag
}
else
{
#deletion in reads
my $mutationStart = $chromStart + $currPosRef;
my $mutationEnd = $mutationStart + $size - 1;
my $mutationShift = $currPosRead;
#the deletion is between $currPosRead -1 and $currPosread
my $refBase = $MDitems->{'D'}{$currPosRead}{'refBase'};
push @mutations, {
type=>$type,
refBase=> $refBase,
altBase=> '.',
flag=> $MDitems->{'D'}{$currPosRead}{'flag'},
chrom=>$chrom,
chromStart=>$mutationStart,
chromEnd => $mutationEnd,
name=>$name,
score=>$mutationShift,
strand=>$strand } if $refBase =~/^[ACGT]*$/i;
#deal with genomic coordinates
my $n = @blockSizes;
if ($n < 1)
{
$chromStart += $size;
}
else
{
$blockSizes[$#blockSizes] += $size;
$currPosRef += $size;
}
}
}
elsif ($type eq 'M')
{
#substitutions have to be in the match blocks
my $i = 0;
for ($i = $currMismatchIdx; $i < @{$MDitems->{'X'}}; $i++)
{
my $m = $MDitems->{'X'}[$i];
#print "currPosRead = $currPosRead, size=$size\n", Dumper ($m), "\n";
if ($m->{'pos'} < $currPosRead + $size)
{
#it is in this block
my $mutationStart = $chromStart + $currPosRef + $m->{'pos'} - $currPosRead;
my $altBase = substr ($SEQ, $m->{'pos'} + $ins, 1);
push @mutations, {
type=>'X',
refBase=>$m->{'refBase'},
altBase=>$altBase,
#altBase=>$m->{'altBase'},
flag=>$m->{'flag'},
chrom=>$chrom,
chromStart=>$mutationStart,
chromEnd=>$mutationStart,
name=>$name,
score=>$m->{'pos'},
strand=>$strand} if $m->{'refBase'}=~/^[ACTG]*$/i && $altBase=~/^[ACTG]*$/i;
}
else
{
last;
}
}
$currMismatchIdx = $i;
#deal with genomic coordinates
if ($extendBlock && @blockSizes > 0)
{
#extend the previous block
my $n = @blockSizes;
$blockSizes[$n-1] += $size;
}
else
{
push @blockSizes, $size;
push @blockStarts, $currPosRef;
}
$extendBlock = 0;
$currPosRef += $size;
$currPosRead += $size;
}
elsif ($type eq 'N')
{
$currPosRef += $size;
}
else
{
Carp::croak "wrong type $type\n";
}
}
my $blockCount = @blockSizes;
my $chromEnd = $chromStart + $blockStarts[$blockCount-1] + $blockSizes[$blockCount-1] - 1;
$score -= $inDel unless $inDelInScore;
Carp::croak "negative score:", Dumper ($sam), "\n" unless $score >= 0;
#we count substitutions as mismatches (caused by sequencing errors) assuming indel are caused by crosslinking
my $bed = {
chrom=>$chrom,
chromStart=>$chromStart,
chromEnd=>$chromEnd,
name=>$name,
score=>$score,
strand=>$strand,
thickStart=>$chromStart,
thickEnd=>$chromEnd,
itemRgb=>0,
blockCount=>$blockCount,
blockSizes=>\@blockSizes,
blockStarts=>\@blockStarts,
matchStart=>$matchStart
};
return {tag=>$bed, mutations=>\@mutations};
}