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BSmooth: from whole genome bisulfite sequencing reads to differentially methylated regions

DNA methylation is an important epigenetic modification involved in gene regulation, which can now be measured using whole-genome bisulfite sequencing. However, cost, complexity of the data, and lack of comprehensive analytical tools are major challenges that keep this technology from becoming widel...

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Detalles Bibliográficos
Autores principales: Hansen, Kasper D, Langmead, Benjamin, Irizarry, Rafael A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3491411/
https://www.ncbi.nlm.nih.gov/pubmed/23034175
http://dx.doi.org/10.1186/gb-2012-13-10-r83
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author Hansen, Kasper D
Langmead, Benjamin
Irizarry, Rafael A
author_facet Hansen, Kasper D
Langmead, Benjamin
Irizarry, Rafael A
author_sort Hansen, Kasper D
collection PubMed
description DNA methylation is an important epigenetic modification involved in gene regulation, which can now be measured using whole-genome bisulfite sequencing. However, cost, complexity of the data, and lack of comprehensive analytical tools are major challenges that keep this technology from becoming widely applied. Here we present BSmooth, an alignment, quality control and analysis pipeline that provides accurate and precise results even with low coverage data, appropriately handling biological replicates. BSmooth is open source software, and can be downloaded from http://rafalab.jhsph.edu/bsmooth.
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spelling pubmed-34914112012-11-08 BSmooth: from whole genome bisulfite sequencing reads to differentially methylated regions Hansen, Kasper D Langmead, Benjamin Irizarry, Rafael A Genome Biol Method DNA methylation is an important epigenetic modification involved in gene regulation, which can now be measured using whole-genome bisulfite sequencing. However, cost, complexity of the data, and lack of comprehensive analytical tools are major challenges that keep this technology from becoming widely applied. Here we present BSmooth, an alignment, quality control and analysis pipeline that provides accurate and precise results even with low coverage data, appropriately handling biological replicates. BSmooth is open source software, and can be downloaded from http://rafalab.jhsph.edu/bsmooth. BioMed Central 2012 2012-10-03 /pmc/articles/PMC3491411/ /pubmed/23034175 http://dx.doi.org/10.1186/gb-2012-13-10-r83 Text en Copyright ©2012 Hansen 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
Hansen, Kasper D
Langmead, Benjamin
Irizarry, Rafael A
BSmooth: from whole genome bisulfite sequencing reads to differentially methylated regions
title BSmooth: from whole genome bisulfite sequencing reads to differentially methylated regions
title_full BSmooth: from whole genome bisulfite sequencing reads to differentially methylated regions
title_fullStr BSmooth: from whole genome bisulfite sequencing reads to differentially methylated regions
title_full_unstemmed BSmooth: from whole genome bisulfite sequencing reads to differentially methylated regions
title_short BSmooth: from whole genome bisulfite sequencing reads to differentially methylated regions
title_sort bsmooth: from whole genome bisulfite sequencing reads to differentially methylated regions
topic Method
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3491411/
https://www.ncbi.nlm.nih.gov/pubmed/23034175
http://dx.doi.org/10.1186/gb-2012-13-10-r83
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