grepbioinformaticsfastqsamtools

How to split paired-end fastq files?


I have Illumina paired-end reads contained within one .fastq file, denoted as '/1' for forward reads and '/2' for reverse reads.

I am using grep to pull out the individual reads and place them into 2 respective files (one for forward reads and one for reverse.

grep -A 3 "/1$" sample21_pe.unmapped.fq > sample21_1_rfa.fq
grep -A 3 "/2$" sample21_pe.unmapped.fq > sample21_2_rfa.fq

However, when I try to use the files (fastqc, assembly, etc), they do not work. When running fastqc i get the following error:

 Failed to process file sample21_1_rfa.fq
 uk.ac.babraham.FastQC.Sequence.SequenceFormatException: ID line didn't start with '@'
     at uk.ac.babraham.FastQC.Sequence.FastQFile.readNext(FastQFile.java:134)
     at uk.ac.babraham.FastQC.Sequence.FastQFile.next(FastQFile.java:105)
     at uk.ac.babraham.FastQC.Analysis.AnalysisRunner.run(AnalysisRunner.java:76)
     at java.lang.Thread.run(Thread.java:662)

But, if you look at the files they identifier does indeed start with an '@'. Any advice on why these files aren't working? I had originally converted .bam files into the .fastq files with

 samtools bam2fq

Here are samples of each individual file:

  1. merged .fastq

@HISEQ:534:CB14TANXX:4:1101:1091:2161/1
GAGAAGCTCGTCCGGCTGGAGAATGTTGCGCTTGCGGTCCGGAGAGGACAGAAATTCGTTGATGTTAACGGTGCGCTCGCCGCGGACGCTCTTGATGGTGACGTCGGCGTTGAGCGTGACGCACG
+
B/</<//B<BFF<FFFFFF/BFFFFFFB<BFFF<B/7FFF7B/B/FF/F/<<F/FFBFFFBBFFFBFB/FF<BBB<B/B//BBFFFFFFF/B/FF/B77B//B7B7F/7F###############
@HISEQ:534:CB14TANXX:4:1101:1091:2161/2
TGACGCCTGCCGTCAGGTAGGTTCTCCGCAGATCCGAAATCTCGCGACGCTCGGCGGCAACATCTGCCAGTCGTCCGTGGCGGGCGACGGTCTCGCGGCGTGCGTCACGCTCAACGCCGACGTAC
+
/B<B//F/F//B<///<FB/</F<<FFFFF<FFBF/FF<//FB/F//F7FBFFFF/B</7<F//<BB7/7BB7/B<F7BF<BFFFB7B#####################################
@HISEQ:534:CB14TANXX:4:1101:1637:2053/1
NGTTTACCATACAACAATCTTGCGACCTATTCAAATCATCTATATGCCTTATCAAGTTTTCATAGCTTTCAAGATTCTCAATTTCCTCACGTCTCGCTTTGCTCAACCTACAAAAACTCTCTTCT
+
#<<BBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF<FFFFFFFFFFFFFFFFFFFFFFB/BFBBFBB<<<<FFFFFFBB<FBFFBFF
@HISEQ:534:CB14TANXX:4:1101:1637:2053/2
TCGGTCGTTGGGAAAAGACCTGTGGTAAACATCCTACGCAAAAGCCATTGCGGTTACTCGTTCGTATGATTCTTGCATCAACTAATCAAGGCGATTGGGTTCTCGACCCATTTTGTGGAAGTTCG
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFBFFFFFFFFFFFFFFFBFFFFFB<FF<<BBFB
@HISEQ:534:CB14TANXX:4:1101:1792:2218/1
TCTATCGGCTGACCGATAAGCTGTCGCCTGCCGACCGTCCTGCCATGGGACGGCGCATCGCACAGCTCACCCTGGACTAACTCTCCAACACCATGATGCTGACACGCTCGGCAAAAACACCCGAT
+
<<B/<B</FF/<B/<//F<//FF<<<FF//</7/F<</FFF####################################################################################
@HISEQ:534:CB14TANXX:4:1101:1792:2218/2
TGCCGGAGGGCGTCGATGGTGGCATCGAGCTTTTTTGCCGAGCGTGTCAGCATGATGGTGTTGTAGAGATAGTCCATGGTGAGCTGTGCGATGCGCCGTTCCATGGCAGGACGGTCGGCAGGCGC
+
BBBBBFFFFFFFFBFFFBBFFFFFFFFFFFBBFFFF/FF<F7FF//F/FBB/FFBFFF/F7BFF<F/FFFFFFFFB/7BB<7BFFFFFFFFFFFFF<B///B/7B/7/B//77BB//7B/B7/B#
@HISEQ:534:CB14TANXX:4:1101:1903:2238/1
TATTCCAGCGACCGTTATAATCAAACTCAACTACATAGTCATTGCGGATTGCTTCAAGAAATTTTTTCCAGACTATTTCATCAATATTTATTTTGGGAACTGGTGCAACAGCAATTCTTTTTAAA
+
BBBBBFFFFFFFFFFFFFBFF/FFBFFBFFFFFFFF/FFFFFF<<FFFFFFFFFFFFFBFFFFFFFFFFFFFFFFFBF/B/<B<B/FBF7/<FFFFFFF/BB/7///7FF<BFFF//B/FFF###
@HISEQ:534:CB14TANXX:4:1101:1903:2238/2
TAAGGTTGGAGAAGCAACAATTTACCGTGATATTGATTTGCTCCGAACATATTTTCATGCGCCACTCGAGTTTGACAGGGAGAAAGGCGGGTATTATTATTTTAATGAAAAATGGGATTTTGCCC
+
B<BBBFFFFFFF<FFFFFFFFFFFFFFFFFF/BFFFFFFF<<FF<F<FFF/FF/FFFFBFB</<//<B/////<<FFFFB/<F<BFF/7/</7/7FB/B/BFF<//7BFF###############
@HISEQ:534:CB14TANXX:4:1101:2107:2125/1
TGTAGTATTTATTACATCATATAGAATGTAGATATAAAAGATGAAAAAGCTATAATTTCTTTGATAATATAAGGAGGGAATAACACTATGAGGATTGATAGAGCAGGAATCGAGGATTTGCCGAT
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF<FFFFF/FFFFFFFFFFFFFFFFFFFFFFFFFFFFBBBFFFFFFFBB<FBB7BFF#
@HISEQ:534:CB14TANXX:4:1101:2107:2125/2
TACCACTATCGGCAAATCCTCGATTCCTGCTCTATCAATCCTCATAGTGTTATTCCCTCCTTATATTATCAAAGAAATTATAGCTTTTTCATCTTTTATATCTACATTCTATATGATGTAATAAA
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF<FFFFFFFFFFFFFBFBFFFFFFFBBFFFFFFFBF7F/B/BBF7/</FF/77F/77BB#
@HISEQ:534:CB14TANXX:4:1101:2023:2224/1
TCACCAGCTCGGCACGCTTGTCCTTGACCTCCTGCTCGATCTGACCGTCCATCTTGGCTGCCACGGTGTTCTCCTCGGCGGAGTAGGCAAAGCAGCCCAGACGGTCGAACTGTATCTCCTTGACA
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF<FFFFFFFFFFFFB<<B7BBFBFFF<FFBBFFFBF/7B/<B<
@HISEQ:534:CB14TANXX:4:1101:2023:2224/2
TCGAGGATCTGTGCAACTTTGTCAAGGAGATACAGTTCGACCGTCTGGGCTGCTTTGCCTACTCCGCCGAGGAGAACACCGTGGCAGCCAAGATGGACGGTCAGATCGAGCAGGAGGTCAAGGAC
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFBFFFFFFFFFBFBFFFFFFFFFFFFFFFFFFFFFFFFFBBFFFFFFFFFFFFF<7BF/<<BB###
@HISEQ:534:CB14TANXX:4:1101:2038:2235/1
TTTATGCGAATGTAGAGTGGCTTCTCCACTGCCTCGGTGAAGCCCACGCGCGAGATGAGCGAATTAAGCTGCTTTGCAGTGAATTGCATTGCATATACACCTGCGTCGGCTTGAATACTTGTGCT
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFBFFFFFFFFFFF//BFFFFFFFFFFFFF<B<BB###
@HISEQ:534:CB14TANXX:4:1101:2038:2235/2
AATCCGCTCGTGAAAGCTCCCGATAACGCCACAGTGAACACCGTGGAGTTCTCTGATACCGAAGATTTCGCACGCAGCACAAGTATTCAAGCCGACGCAGGTGTATATGCAATGCAATTCACTGC
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFBBFFFFFFFFFFFFFFFFFFFFFFF
@HISEQ:534:CB14TANXX:4:1101:2271:2041/1
NACACTTGTCGATGATCTTGCCAAGCTGCTTCTTGCCCACCAGGAAGCCGATCTCCAGATCAAACTCGTGGCCGGGAACACTCCGGTCCACAAAGCCCAGGTCCTGGGGAATGGGCTCATCGTAG
+
#<</BB/F/BB/F<FFFFFFFFF/<BFFFFFFFF<<FFBFFFFFFBFBFBBB<<FFFFBFFF/<B/FFFFFFFFFFFFFFFFF<FB<<BFF77BFFF/<BFFFB<</BB</7BFFFB########
@HISEQ:534:CB14TANXX:4:1101:2271:2041/2
GACTCATCTACAATGAGCCCATTCCCCAGGACCTGGGCTTTGTGGACCGGAGTGTTCCCGGCCACGAGTTTGATCTGGAGATCGGCTTCCTGGTGGGCAAGAAGCAGCTTGGCAAGATCATCGCC
+
<<BBBFFF<F/BFFFBFBF<BFF<<F/FFFBFFFF<<FFFFBFFFFFFBFFF/<B<F/<</<FFF//FFFFF/<<F/B/B/7/FF<<FF/7B/BBB/7///7////<B/B/BB/B/B/B/7BB##

  1. Example of forward reads after being pulled out and placed into their own .fastq file:

@HISEQ:534:CB14TANXX:4:1101:1091:2161/1
GAGAAGCTCGTCCGGCTGGAGAATGTTGCGCTTGCGGTCCGGAGAGGACAGAAATTCGTTGATGTTAACGGTGCGCTCGCCGCGGACGCTCTTGATGGTGACGTCGGCGTTGAGCGTGACGCACG
+
B/</<//B<BFF<FFFFFF/BFFFFFFB<BFFF<B/7FFF7B/B/FF/F/<<F/FFBFFFBBFFFBFB/FF<BBB<B/B//BBFFFFFFF/B/FF/B77B//B7B7F/7F###############
--
@HISEQ:534:CB14TANXX:4:1101:1637:2053/1
NGTTTACCATACAACAATCTTGCGACCTATTCAAATCATCTATATGCCTTATCAAGTTTTCATAGCTTTCAAGATTCTCAATTTCCTCACGTCTCGCTTTGCTCAACCTACAAAAACTCTCTTCT
+
#<<BBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF<FFFFFFFFFFFFFFFFFFFFFFB/BFBBFBB<<<<FFFFFFBB<FBFFBFF
--
@HISEQ:534:CB14TANXX:4:1101:1792:2218/1
TCTATCGGCTGACCGATAAGCTGTCGCCTGCCGACCGTCCTGCCATGGGACGGCGCATCGCACAGCTCACCCTGGACTAACTCTCCAACACCATGATGCTGACACGCTCGGCAAAAACACCCGAT
+
<<B/<B</FF/<B/<//F<//FF<<<FF//</7/F<</FFF####################################################################################
--
@HISEQ:534:CB14TANXX:4:1101:1903:2238/1
TATTCCAGCGACCGTTATAATCAAACTCAACTACATAGTCATTGCGGATTGCTTCAAGAAATTTTTTCCAGACTATTTCATCAATATTTATTTTGGGAACTGGTGCAACAGCAATTCTTTTTAAA
+
BBBBBFFFFFFFFFFFFFBFF/FFBFFBFFFFFFFF/FFFFFF<<FFFFFFFFFFFFFBFFFFFFFFFFFFFFFFFBF/B/<B<B/FBF7/<FFFFFFF/BB/7///7FF<BFFF//B/FFF###
--
@HISEQ:534:CB14TANXX:4:1101:2107:2125/1
TGTAGTATTTATTACATCATATAGAATGTAGATATAAAAGATGAAAAAGCTATAATTTCTTTGATAATATAAGGAGGGAATAACACTATGAGGATTGATAGAGCAGGAATCGAGGATTTGCCGAT
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF<FFFFF/FFFFFFFFFFFFFFFFFFFFFFFFFFFFBBBFFFFFFFBB<FBB7BFF#
--
@HISEQ:534:CB14TANXX:4:1101:2023:2224/1
TCACCAGCTCGGCACGCTTGTCCTTGACCTCCTGCTCGATCTGACCGTCCATCTTGGCTGCCACGGTGTTCTCCTCGGCGGAGTAGGCAAAGCAGCCCAGACGGTCGAACTGTATCTCCTTGACA
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF<FFFFFFFFFFFFB<<B7BBFBFFF<FFBBFFFBF/7B/<B<
--
@HISEQ:534:CB14TANXX:4:1101:2038:2235/1
TTTATGCGAATGTAGAGTGGCTTCTCCACTGCCTCGGTGAAGCCCACGCGCGAGATGAGCGAATTAAGCTGCTTTGCAGTGAATTGCATTGCATATACACCTGCGTCGGCTTGAATACTTGTGCT
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFBFFFFFFFFFFF//BFFFFFFFFFFFFF<B<BB###
--
@HISEQ:534:CB14TANXX:4:1101:2271:2041/1
NACACTTGTCGATGATCTTGCCAAGCTGCTTCTTGCCCACCAGGAAGCCGATCTCCAGATCAAACTCGTGGCCGGGAACACTCCGGTCCACAAAGCCCAGGTCCTGGGGAATGGGCTCATCGTAG
+
#<</BB/F/BB/F<FFFFFFFFF/<BFFFFFFFF<<FFBFFFFFFBFBFBBB<<FFFFBFFF/<B/FFFFFFFFFFFFFFFFF<FB<<BFF77BFFF/<BFFFB<</BB</7BFFFB########
--
@HISEQ:534:CB14TANXX:4:1101:2678:2145/1
CTGTACATAGTACGTATTTGACGCCTGCGTCGATGTAGCGTTTGAGGAAGGGAAGCAGCGGTTCTGCAGAGTCCTCTTTCCATCCGTTGATGCTAATCATTCCGTTGCGTACATCCGCTCCGAGA
+
BBBBBFFFFFFF<FFF<FFFFFFFFBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF<BFFF7BFFFFFFFF<BBFFFFFFFFBBFBBB<FFBFFFFFFFFFFFFB<BFFFFFFBFB/BFFF####
--
@HISEQ:534:CB14TANXX:4:1101:2972:2114/1
CTCTGTGCCGATCCCTTTGCCTTTGCGTTTTGAGGAAAGGAAACCACCTTCTGGGTCGGTGAGGATAGTTCCGGTGAAGGTGTTGTCCACCGCCAGGCATAGGGAATAGCTGTCAGCCTTTGCTC
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFB/FFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFBFFFFFFBFFFF<FFFFFFFFFF<BFFFFF
--
@HISEQ:534:CB14TANXX:4:1101:2940:2222/1
CTAATTTTTTCATTATATTACTAATTTTGTAATTGGTAAAATATTATAATATCCTTGTACATTAAGACCCCAATAATCAGAAGAAGTAAAATTAATTCCTGCAACAGTTCTTAAATATCCATTAG
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFF<FBFFFFFFFFFFFFFFF/FBFBFFBFFFFF/<F<FFFFFFFFFF<FFFFFFBFFFFFFFFF</FBFBBF<F/7//FFBFBBFFF/<7BF#
--
@HISEQ:534:CB14TANXX:4:1101:3037:2180/1
CGTCAGTTCCGCAACGATAAAGAGTTCCGCATTGCAGTCACCTGTACGCTGGTAGCCACCGGAACCGATGTCAAGCCGTTGGAGGTGGTGATGTTCATGCGCGACGTAGCTTCCGAGCCGTTATA
+
B/BBBBBFFFFFFF<FFBFFFFFF<FFFFBFFFFFFF<BBFFFFFFFFFFFFFFFFFBFF/FFFFBFFBFFFFBFF/7F/BFB/BBFFFFFFFFBFF<BBF<7BBFFFFFFBBFFF/B#######
--
@HISEQ:534:CB14TANXX:4:1101:3334:2171/1
ACCGATGTACATACCCGGACGGGTACGCACATGCTCCATATCGCTCAAGTGGCGGATATTGTCATCTGTATATTCTACAGGTTGCTCCTGAGGGGTATTTGCCAGTTCTTCGGCAGCACCCTTTT
+
BBBBBFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFBFFFFFFFFFFFFFFFBFFFFFFFFFFFBFFFFFFFFFF</<BFFFFFFFFBBFFFFFFBF</BB///BF<FFFFF<</<B
--
@HISEQ:534:CB14TANXX:4:1101:3452:2185/1
CGCAGACGGATTTGCTTGAAGTCCGTCTCATCGTATTCCGACAACTCATCGAGGAACACACGCTTGTATTGACTGATACCCTTGATTTTCTCCGGGTCGTCAAGACCACTGAAATCAATCTTGCC
+
BBBBBFFFF<FFFFFFFFFFFFFFFFFFFFFFFFFFF<FFFFFBFFFFFFFFFFFFFFFFFFFFBFFFFFFFFFFBFFFFFBFFBFFFFFFFFFB/77B/FBBFFF/<FFF/77BBFFFBFFBBB
--

Any advice would be appreciated. Thanks!


Solution

  • In general, this operation is called deinterlace fastq or deinterleave fastq. The question already has the answer here:

    deinterleave fastq file https://www.biostars.org/p/141256/

    I am copying it here, with minor reformatting for clarity:

    paste - - - - - - - - < interleaved.fq \
        | tee >(cut -f 1-4 | tr "\t" "\n" > read1.fq) \
        |       cut -f 5-8 | tr "\t" "\n" > read2.fq
    

    This command converts the interlaced fastq file into 8-column tsv file, cuts columns 1-4 (read 1 lines), changes from tsv to fastq format (by replacing tabs with newlines) and redirects the output to read1.fq. In the same STDOUT stream (for speed), using tee, it cuts columns 5-8 (read 2 lines), etc, and redirects the output to read2.fq.

    You can also use these command line tools:

    iamdelf/deinterlace: Deinterlaces paired-end FASTQ files into first and second strand files. https://github.com/iamdelf/deinterlace

    deinterleave FASTQ files https://gist.github.com/nathanhaigh/3521724

    Or online tools with Galaxy web UI, for example this tool: "FASTQ splitter on joined paired end reads", installed on several public Galaxy instances, such as https://usegalaxy.org/ .


    Avoid using a regex for simple fastq file parsing if you can use line numbers, both for speed (pattern matching is slower than simple counting) and for robustness.

    Highly unlikely, but a pattern like ^@.*/1$ (or whatever the readers might change it to, while reusing this code later) can match also the base quality line. A good general rule is to simply rely on fastq spec, which says 4 lines per record.

    Note that @, /, 1, and 2 characters are allowed in Illumina Phred scores: https://support.illumina.com/help/BaseSpace_OLH_009008/Content/Source/Informatics/BS/QualityScoreEncoding_swBS.htm .

    A one-liner that pulls out such (admittedly, very rare) reads is left as an exercise to the reader.