2024-05-14 T2T数据准备

1.Bam2fq (by 森哥)

脚本如下:

#!/usr/bin/perl

=head1 Description

ccsbam2fq.pl read BAM file of PacBio CCS and transform into FASTQ file, and output the length, accuracy (rq), and number of passes (np) of each ccs read.

=head1 Author

Version 1.0, Date 2021/07/05.

Sen Wang, wangsen1993@163.com.

=head1 Usage

perl ccsbam2fq.pl -i ccs.reads.bam -o ccs.reads.fq.gz -s ccs.read.fq.gz.stat [-h]

=cut

use strict;

use Getopt::Long;

# parse input options

my ($inbam, $outfq, $outstat, $help);

GetOptions(

"input|i=s"=>\$inbam,

"output|o=s"=>\$outfq,

"stat|s=s"=>\$outstat,

"help|h!"=>\$help

);

if (not $inbam or $help) {

die `pod2text $0`;

}

if (not $outfq) {

$outfq = "$outfq\.fq.gz";

}

if (not $outstat) {

$outstat = "$outfq\.stat";

}

# read BAM file, extract sequence and quality, and write into compressed FASTQ file

open IN, "samtools view $inbam |" or die "Cannot open $inbam!\n";

open OUT, "| gzip > $outfq" or die "Cannot create or write to $outfq!\n";

open STAT, ">$outstat" or die "Cannot create or write to $outstat!\n";

print STAT "#Read_id\tLength\tRead_accuracy\tNumber_passes\n";

while (<IN>) {

next if /^@/;

my @t = split(/\t/, $_);

my $rd = $t[0]; # 1st column is read id

my $sq = $t[9]; # 10th column is read sequence

my $ql = $t[10]; # 11th column is read quality ASCII (Phred +33)

my ($np, $rq);

foreach my $t (@t[11 .. @t - 1]) {

if ($t =~ /np/) {

$np = $t; # the column of number of passes (subreads covering each ccs read)

} elsif ($t =~ /rq/) {

$rq = $t; # the column of read quality (average accuracy)

} else {

next;

}

}

print OUT "\@$rd\t$rq\t$np\n$sq\n\+\n$ql\n";

my $ln = length($sq);

$np =~ s/np:i://;

$rq =~ s/rq:f://;

print STAT "$rd\t$ln\t$rq\t$np\n";

}

close IN;

close OUT;

close STAT;

输出结果为:fq.gz 和 fq.gz.stat (记录每条reads信息)

2.fq2fasta

zcat hifi.fq.gz | awk 'NR%4==1{printf ">%s\n", substr($0, 2)} NR%4==2{print}' | cut -f 1|gzip > hifi.fasta.gz

(首先使用zcat解压缩hifi.fq.gz文件,然后使用awk进行处理。awk命令中的代码会检查每行的行号,如果行号除以4的余数为1,则表示这是序列名称行;如果余数为2,则表示这是序列行。对于序列名称行,它会在行的开头添加>符号并输出;对于序列行,它会直接输出。最后,使用gzip将输出结果压缩为hifi.fasta.gz文件。)

3.统计序列信息

# 统计UltraLong.fa.gz中每条read的长度

seqtk comp hifi.fasta.gz | awk '{print $1"\t"$2}'

统计序列具体信息(总reads数,总碱基数,最短read长度,最长read长度,N50值)

#!/usr/bin/perl

###perl count_reads.pl UltraLong.fa.gz

use strict;

use warnings;

# 从命令行参数获取输入文件名

my $input_file = shift @ARGV;

# 检查输入文件是否存在

die "请输入有效的输入文件名。\n" unless defined $input_file && -e $input_file;

# 打开文件

open my $fh, "gzip -dc $input_file |" or die "无法打开文件: $input_file: $!";

my $total_reads = 0;

my $total_bases = 0;

my @read_lengths;

# 逐行读取文件

while (my $line = <$fh>) {

    chomp $line;

    if ($line =~ /^>/) {

        $total_reads++;

    } else {

        my $length = length($line);

        $total_bases += $length;

        push @read_lengths, $length;

    }

}

# 关闭文件

close $fh;

# 计算统计信息

my $min_length = min(@read_lengths);

my $max_length = max(@read_lengths);

my $n50 = calculate_n50(@read_lengths);

# 输出统计结果

print "总reads数: $total_reads\n";

print "总碱基数: $total_bases\n";

print "最短read长度: $min_length\n";

print "最长read长度: $max_length\n";

print "N50值: $n50\n";

# 计算N50值

sub calculate_n50 {

    my @lengths = sort { $b <=> $a } @_;

    my $total_length = sum(@lengths);

    my $half_length = $total_length / 2;

    my $n50 = 0;

    my $running_length = 0;

    foreach my $length (@lengths) {

        $running_length += $length;

        if ($running_length >= $half_length) {

            $n50 = $length;

            last;

        }

    }

    return $n50;

}

# 计算数组最小值

sub min {

    my $min = shift;

    foreach my $value (@_) {

        $min = $value if $value < $min;

    }

    return $min;

}

# 计算数组最大值

sub max {

    my $max = shift;

    foreach my $value (@_) {

        $max = $value if $value > $max;

    }

    return $max;

}

# 计算数组总和

sub sum {

    my $sum = 0;

    foreach my $value (@_) {

        $sum += $value;

    }

    return $sum;

}

4.提取大于50 Kb的UltraLong read用于基因组组装。

seqtk seq -L 50000 hifi.fq.gz| awk 'BEGIN{RS="@"} length($0)>20000 {printf "@"$0}'|gzip > 50Kb.hifi.fq.gz

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