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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...
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/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. |
format | Online Article Text |
id | pubmed-3491411 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT hansenkasperd bsmoothfromwholegenomebisulfitesequencingreadstodifferentiallymethylatedregions AT langmeadbenjamin bsmoothfromwholegenomebisulfitesequencingreadstodifferentiallymethylatedregions AT irizarryrafaela bsmoothfromwholegenomebisulfitesequencingreadstodifferentiallymethylatedregions |