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Megabase-scale methylation phasing using nanopore long reads and NanoMethPhase

The ability of nanopore sequencing to simultaneously detect modified nucleotides while producing long reads makes it ideal for detecting and phasing allele-specific methylation. However, there is currently no complete software for detecting SNPs, phasing haplotypes, and mapping methylation to these...

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Autores principales: Akbari, Vahid, Garant, Jean-Michel, O’Neill, Kieran, Pandoh, Pawan, Moore, Richard, Marra, Marco A., Hirst, Martin, Jones, Steven J. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7898412/
https://www.ncbi.nlm.nih.gov/pubmed/33618748
http://dx.doi.org/10.1186/s13059-021-02283-5
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author Akbari, Vahid
Garant, Jean-Michel
O’Neill, Kieran
Pandoh, Pawan
Moore, Richard
Marra, Marco A.
Hirst, Martin
Jones, Steven J. M.
author_facet Akbari, Vahid
Garant, Jean-Michel
O’Neill, Kieran
Pandoh, Pawan
Moore, Richard
Marra, Marco A.
Hirst, Martin
Jones, Steven J. M.
author_sort Akbari, Vahid
collection PubMed
description The ability of nanopore sequencing to simultaneously detect modified nucleotides while producing long reads makes it ideal for detecting and phasing allele-specific methylation. However, there is currently no complete software for detecting SNPs, phasing haplotypes, and mapping methylation to these from nanopore sequence data. Here, we present NanoMethPhase, a software tool to phase 5-methylcytosine from nanopore sequencing. We also present SNVoter, which can post-process nanopore SNV calls to improve accuracy in low coverage regions. Together, these tools can accurately detect allele-specific methylation genome-wide using nanopore sequence data with low coverage of about ten-fold redundancy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-021-02283-5.
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spelling pubmed-78984122021-02-23 Megabase-scale methylation phasing using nanopore long reads and NanoMethPhase Akbari, Vahid Garant, Jean-Michel O’Neill, Kieran Pandoh, Pawan Moore, Richard Marra, Marco A. Hirst, Martin Jones, Steven J. M. Genome Biol Software The ability of nanopore sequencing to simultaneously detect modified nucleotides while producing long reads makes it ideal for detecting and phasing allele-specific methylation. However, there is currently no complete software for detecting SNPs, phasing haplotypes, and mapping methylation to these from nanopore sequence data. Here, we present NanoMethPhase, a software tool to phase 5-methylcytosine from nanopore sequencing. We also present SNVoter, which can post-process nanopore SNV calls to improve accuracy in low coverage regions. Together, these tools can accurately detect allele-specific methylation genome-wide using nanopore sequence data with low coverage of about ten-fold redundancy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-021-02283-5. BioMed Central 2021-02-22 /pmc/articles/PMC7898412/ /pubmed/33618748 http://dx.doi.org/10.1186/s13059-021-02283-5 Text en © The Author(s) 2021 Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Software
Akbari, Vahid
Garant, Jean-Michel
O’Neill, Kieran
Pandoh, Pawan
Moore, Richard
Marra, Marco A.
Hirst, Martin
Jones, Steven J. M.
Megabase-scale methylation phasing using nanopore long reads and NanoMethPhase
title Megabase-scale methylation phasing using nanopore long reads and NanoMethPhase
title_full Megabase-scale methylation phasing using nanopore long reads and NanoMethPhase
title_fullStr Megabase-scale methylation phasing using nanopore long reads and NanoMethPhase
title_full_unstemmed Megabase-scale methylation phasing using nanopore long reads and NanoMethPhase
title_short Megabase-scale methylation phasing using nanopore long reads and NanoMethPhase
title_sort megabase-scale methylation phasing using nanopore long reads and nanomethphase
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7898412/
https://www.ncbi.nlm.nih.gov/pubmed/33618748
http://dx.doi.org/10.1186/s13059-021-02283-5
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