1. BatMeth: improved mapper for bisulfite sequencing reads on DNA methylation
- Author
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Wing-Kin Sung, Yijun Ruan, Chandana Tennakoon, Jing Quan Lim, Guoliang Li, Chia-Lin Wei, and Eleanor Wong
- Subjects
Genetics ,Comparative genomics ,Genome, Human ,Bisulfite sequencing ,Method ,Genomics ,Sequence Analysis, DNA ,Computational biology ,DNA Methylation ,Biology ,DNA sequencing ,Bisulfite ,5-Methylcytosine ,Humans ,Sulfites ,Illumina Methylation Assay ,CpG Islands ,Human genome ,Algorithms ,Reference genome - 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/.
- Published
- 2012
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