dc.contributor.authorSun, Ruimin
dc.contributor.authorTian, Ye
dc.contributor.authorChen, Xin
dc.date.accessioned2015-12-18T07:14:12Z
dc.date.available2015-12-18T07:14:12Z
dc.date.issued2014-11
dc.identifier.citationSun, R., Tian, Y., & Chen, X. (2014). TAMeBS: A sensitive bisulfite-sequencing read mapping tool for DNA methylation analysis. 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).en_US
dc.identifier.urihttp://hdl.handle.net/10220/39171
dc.description.abstractCytosine methylation plays an important role in many biological regulation processes. The current gold-standard method for analyzing cytosine methylation is based on sodium bisulfite treatment and high-throughput sequencing technologies. In this paper we introduce a new tool called TAMeBS for cytosine methylation analysis using bisulfite sequencing data. It aims to align long bisulfite-treated DNA reads onto a reference genome sequence with high mapping efficiency and estimate the methylation status of each cytosine very accurately. Our approach builds on recent advances in alignment techniques, including bidirectional FM-index, approximate seeds, and the likelihood-ratio scoring matrix which was designed particularly for aligning bisulfite-treated DNA reads. We compared TAMeBS with several popular bisulfite-treated read mapping tools on both simulation and real data. Experimental results showed that TAMeBS could detect many more uniquely best mapped reads than other tested tools while achieving a good balance between sensitivity and precision. The source code of TAMeBS is freely available at https://sourceforge.net/projects/tamebs/.en_US
dc.description.sponsorshipMOE (Min. of Education, S’pore)en_US
dc.description.sponsorshipNMRC (Natl Medical Research Council, S’pore)en_US
dc.format.extent18 p.en_US
dc.language.isoenen_US
dc.rights© 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: [http://dx.doi.org/10.1109/BIBM.2014.6999148].en_US
dc.subjectBiological Sciences
dc.titleTAMeBS: A sensitive bisulfite-sequencing read mapping tool for DNA methylation analysisen_US
dc.typeConference Paper
dc.contributor.conference2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)en_US
dc.contributor.schoolSchool of Biological Sciencesen_US
dc.contributor.schoolSchool of Physical and Mathematical Sciencesen_US
dc.identifier.doihttp://dx.doi.org/10.1109/BIBM.2014.6999148
dc.description.versionAccepted versionen_US


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record