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Comparison of alignment software for genome-wide bisulphite sequence data

Recent advances in next generation sequencing (NGS) technology now provide the opportunity to rapidly interrogate the methylation status of the genome. However, there are challenges in handling and interpretation of the methylation sequence data because of its large volume and the consequences of bi...

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Detalles Bibliográficos
Autores principales: Chatterjee, Aniruddha, Stockwell, Peter A., Rodger, Euan J., Morison, Ian M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3378906/
https://www.ncbi.nlm.nih.gov/pubmed/22344695
http://dx.doi.org/10.1093/nar/gks150
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author Chatterjee, Aniruddha
Stockwell, Peter A.
Rodger, Euan J.
Morison, Ian M.
author_facet Chatterjee, Aniruddha
Stockwell, Peter A.
Rodger, Euan J.
Morison, Ian M.
author_sort Chatterjee, Aniruddha
collection PubMed
description Recent advances in next generation sequencing (NGS) technology now provide the opportunity to rapidly interrogate the methylation status of the genome. However, there are challenges in handling and interpretation of the methylation sequence data because of its large volume and the consequences of bisulphite modification. We sequenced reduced representation human genomes on the Illumina platform and efficiently mapped and visualized the data with different pipelines and software packages. We examined three pipelines for aligning bisulphite converted sequencing reads and compared their performance. We also comment on pre-processing and quality control of Illumina data. This comparison highlights differences in methods for NGS data processing and provides guidance to advance sequence-based methylation data analysis for molecular biologists.
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spelling pubmed-33789062012-06-20 Comparison of alignment software for genome-wide bisulphite sequence data Chatterjee, Aniruddha Stockwell, Peter A. Rodger, Euan J. Morison, Ian M. Nucleic Acids Res Methods Online Recent advances in next generation sequencing (NGS) technology now provide the opportunity to rapidly interrogate the methylation status of the genome. However, there are challenges in handling and interpretation of the methylation sequence data because of its large volume and the consequences of bisulphite modification. We sequenced reduced representation human genomes on the Illumina platform and efficiently mapped and visualized the data with different pipelines and software packages. We examined three pipelines for aligning bisulphite converted sequencing reads and compared their performance. We also comment on pre-processing and quality control of Illumina data. This comparison highlights differences in methods for NGS data processing and provides guidance to advance sequence-based methylation data analysis for molecular biologists. Oxford University Press 2012-05 2012-02-16 /pmc/articles/PMC3378906/ /pubmed/22344695 http://dx.doi.org/10.1093/nar/gks150 Text en © The Author(s) 2012. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methods Online
Chatterjee, Aniruddha
Stockwell, Peter A.
Rodger, Euan J.
Morison, Ian M.
Comparison of alignment software for genome-wide bisulphite sequence data
title Comparison of alignment software for genome-wide bisulphite sequence data
title_full Comparison of alignment software for genome-wide bisulphite sequence data
title_fullStr Comparison of alignment software for genome-wide bisulphite sequence data
title_full_unstemmed Comparison of alignment software for genome-wide bisulphite sequence data
title_short Comparison of alignment software for genome-wide bisulphite sequence data
title_sort comparison of alignment software for genome-wide bisulphite sequence data
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3378906/
https://www.ncbi.nlm.nih.gov/pubmed/22344695
http://dx.doi.org/10.1093/nar/gks150
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