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msgbsR: An R package for analysing methylation-sensitive restriction enzyme sequencing data

Genotyping-by-sequencing (GBS) or restriction-site associated DNA marker sequencing (RAD-seq) is a practical and cost-effective method for analysing large genomes from high diversity species. This method of sequencing, coupled with methylation-sensitive enzymes (often referred to as methylation-sens...

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Autores principales: Mayne, Benjamin T., Leemaqz, Shalem Y., Buckberry, Sam, Rodriguez Lopez, Carlos M., Roberts, Claire T., Bianco-Miotto, Tina, Breen, James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5794748/
https://www.ncbi.nlm.nih.gov/pubmed/29391490
http://dx.doi.org/10.1038/s41598-018-19655-w
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author Mayne, Benjamin T.
Leemaqz, Shalem Y.
Buckberry, Sam
Rodriguez Lopez, Carlos M.
Roberts, Claire T.
Bianco-Miotto, Tina
Breen, James
author_facet Mayne, Benjamin T.
Leemaqz, Shalem Y.
Buckberry, Sam
Rodriguez Lopez, Carlos M.
Roberts, Claire T.
Bianco-Miotto, Tina
Breen, James
author_sort Mayne, Benjamin T.
collection PubMed
description Genotyping-by-sequencing (GBS) or restriction-site associated DNA marker sequencing (RAD-seq) is a practical and cost-effective method for analysing large genomes from high diversity species. This method of sequencing, coupled with methylation-sensitive enzymes (often referred to as methylation-sensitive restriction enzyme sequencing or MRE-seq), is an effective tool to study DNA methylation in parts of the genome that are inaccessible in other sequencing techniques or are not annotated in microarray technologies. Current software tools do not fulfil all methylation-sensitive restriction sequencing assays for determining differences in DNA methylation between samples. To fill this computational need, we present msgbsR, an R package that contains tools for the analysis of methylation-sensitive restriction enzyme sequencing experiments. msgbsR can be used to identify and quantify read counts at methylated sites directly from alignment files (BAM files) and enables verification of restriction enzyme cut sites with the correct recognition sequence of the individual enzyme. In addition, msgbsR assesses DNA methylation based on read coverage, similar to RNA sequencing experiments, rather than methylation proportion and is a useful tool in analysing differential methylation on large populations. The package is fully documented and available freely online as a Bioconductor package (https://bioconductor.org/packages/release/bioc/html/msgbsR.html).
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spelling pubmed-57947482018-02-12 msgbsR: An R package for analysing methylation-sensitive restriction enzyme sequencing data Mayne, Benjamin T. Leemaqz, Shalem Y. Buckberry, Sam Rodriguez Lopez, Carlos M. Roberts, Claire T. Bianco-Miotto, Tina Breen, James Sci Rep Article Genotyping-by-sequencing (GBS) or restriction-site associated DNA marker sequencing (RAD-seq) is a practical and cost-effective method for analysing large genomes from high diversity species. This method of sequencing, coupled with methylation-sensitive enzymes (often referred to as methylation-sensitive restriction enzyme sequencing or MRE-seq), is an effective tool to study DNA methylation in parts of the genome that are inaccessible in other sequencing techniques or are not annotated in microarray technologies. Current software tools do not fulfil all methylation-sensitive restriction sequencing assays for determining differences in DNA methylation between samples. To fill this computational need, we present msgbsR, an R package that contains tools for the analysis of methylation-sensitive restriction enzyme sequencing experiments. msgbsR can be used to identify and quantify read counts at methylated sites directly from alignment files (BAM files) and enables verification of restriction enzyme cut sites with the correct recognition sequence of the individual enzyme. In addition, msgbsR assesses DNA methylation based on read coverage, similar to RNA sequencing experiments, rather than methylation proportion and is a useful tool in analysing differential methylation on large populations. The package is fully documented and available freely online as a Bioconductor package (https://bioconductor.org/packages/release/bioc/html/msgbsR.html). Nature Publishing Group UK 2018-02-01 /pmc/articles/PMC5794748/ /pubmed/29391490 http://dx.doi.org/10.1038/s41598-018-19655-w Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Mayne, Benjamin T.
Leemaqz, Shalem Y.
Buckberry, Sam
Rodriguez Lopez, Carlos M.
Roberts, Claire T.
Bianco-Miotto, Tina
Breen, James
msgbsR: An R package for analysing methylation-sensitive restriction enzyme sequencing data
title msgbsR: An R package for analysing methylation-sensitive restriction enzyme sequencing data
title_full msgbsR: An R package for analysing methylation-sensitive restriction enzyme sequencing data
title_fullStr msgbsR: An R package for analysing methylation-sensitive restriction enzyme sequencing data
title_full_unstemmed msgbsR: An R package for analysing methylation-sensitive restriction enzyme sequencing data
title_short msgbsR: An R package for analysing methylation-sensitive restriction enzyme sequencing data
title_sort msgbsr: an r package for analysing methylation-sensitive restriction enzyme sequencing data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5794748/
https://www.ncbi.nlm.nih.gov/pubmed/29391490
http://dx.doi.org/10.1038/s41598-018-19655-w
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