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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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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 |
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author | Lim, Jing-Quan Tennakoon, Chandana Li, Guoliang Wong, Eleanor Ruan, Yijun Wei, Chia-Lin Sung, Wing-Kin |
author_facet | Lim, Jing-Quan Tennakoon, Chandana Li, Guoliang Wong, Eleanor Ruan, Yijun Wei, Chia-Lin Sung, Wing-Kin |
author_sort | Lim, Jing-Quan |
collection | PubMed |
description | 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/. |
format | Online Article Text |
id | pubmed-3491410 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-34914102012-11-08 BatMeth: improved mapper for bisulfite sequencing reads on DNA methylation Lim, Jing-Quan Tennakoon, Chandana Li, Guoliang Wong, Eleanor Ruan, Yijun Wei, Chia-Lin Sung, Wing-Kin Genome Biol Method 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/. BioMed Central 2012 2012-10-03 /pmc/articles/PMC3491410/ /pubmed/23034162 http://dx.doi.org/10.1186/gb-2012-13-10-r82 Text en Copyright ©2012 Lim et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Method Lim, Jing-Quan Tennakoon, Chandana Li, Guoliang Wong, Eleanor Ruan, Yijun Wei, Chia-Lin Sung, Wing-Kin BatMeth: improved mapper for bisulfite sequencing reads on DNA methylation |
title | BatMeth: improved mapper for bisulfite sequencing reads on DNA methylation |
title_full | BatMeth: improved mapper for bisulfite sequencing reads on DNA methylation |
title_fullStr | BatMeth: improved mapper for bisulfite sequencing reads on DNA methylation |
title_full_unstemmed | BatMeth: improved mapper for bisulfite sequencing reads on DNA methylation |
title_short | BatMeth: improved mapper for bisulfite sequencing reads on DNA methylation |
title_sort | batmeth: improved mapper for bisulfite sequencing reads on dna methylation |
topic | Method |
url | 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 |
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