MethylCoder

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Application data

Created by Pedersen BS
Biological application domain(s) Genomics, Sequencing, DNA methylation, Epigenomics
Principal bioinformatics method(s) Read mapping, Bisulfite mapping
Technology Illumina
Created at UC Berkeley
Maintained? Yes
Input format(s) FASTQ, FASTA
Output format(s) binary, TXT, SAM
Programming language(s) Python, C
Licence BSD
Operating system(s) Linux, Linux 64, Mac OS X

Summary: Pipeline for fast, simple processing of BiSulfite-treated reads into methylation data. Includes scripts for analysis and visualization. In addition to a binary output, the direct output of methylcoder is a text file that indicates per-nucleotide methylation context (CG/CHG/CHH) and methylation levels (both coverage and C-T conversions)

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Pipeline for fast, simple processing of BiSulfite-treated reads into methylation data. Includes scripts for analysis and visualization. In addition to a binary output, the direct output of methylcoder is a text file that indicates per-nucleotide methylation context (CG/CHG/CHH) and methylation levels (both coverage and C-T conversions). The direct output of methylcoder is a text file that looks like

   #chrom  mt  bp  c   t
   1   3   1354    0   1
   1   3   1358    0   1
   1   3   1393    0   1
   1   3   1394    0   1
   1   3   1402    0   1
   1   3   1409    0   1

where columns are reference seqid methylation context (type) basepair location(bp) number of reads where a (c)ytosine was unconverted, number of reads where where a cytosine was converted to (t)hymine. Making methylation at every methylable basepair easily calculated as c / (c + t).

In addition, a SAM file with corrected positions and sequences is created for use with other bioinformatics packages.

Can use either bowtie or gsnap as the aligner. Example invocation:

      methylcoder \
       --bowtie /usr/local/src/bowtie-0.12.5/ \
       --reference hu19.fa \
       --extra-args "-m 1 -e 100" \
        reads/r_1.fastq reads/r_2.fastq

Links


References

  1. . 2011. Bioinformatics


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