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BatMeth: improved mapper for bisulfite sequencing reads on DNA methylation

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 mappin...

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Detalles Bibliográficos
Autores principales: Lim, Jing-Quan, Tennakoon, Chandana, Li, Guoliang, Wong, Eleanor, Ruan, Yijun, Wei, Chia-Lin, Sung, Wing-Kin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3491410/
https://www.ncbi.nlm.nih.gov/pubmed/23034162
http://dx.doi.org/10.1186/gb-2012-13-10-r82
Descripción
Sumario: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/.