BatMeth: improved mapper for bisulfite sequencing reads on DNA methylation

Genome Biol. 2012 Oct 3;13(10):R82. doi: 10.1186/gb-2012-13-10-r82.

Abstract

DNA methylation plays a crucial role in higher organisms. Coupling bisulfite treatment with next generation sequencing enables the interrogation of 5-methylcytosine sites in the genome. However, bisulfite conversion introduces mismatches between the reads and the reference genome, which makes mapping of Illumina and SOLiD reads slow and inaccurate. BatMeth is an algorithm that integrates novel Mismatch Counting, List Filtering, Mismatch Stage Filtering and Fast Mapping onto Two Indexes components to improve unique mapping rate, speed and precision. Experimental results show that BatMeth is faster and more accurate than existing tools. BatMeth is freely available at http://code.google.com/p/batmeth/.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • 5-Methylcytosine / metabolism*
  • Algorithms
  • CpG Islands
  • DNA Methylation
  • Genome, Human
  • Genomics / methods*
  • Humans
  • Sequence Analysis, DNA / methods*
  • Sulfites

Substances

  • Sulfites
  • 5-Methylcytosine
  • hydrogen sulfite