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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2012
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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. |
format | Online Article Text |
id | pubmed-3378906 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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