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EpiDiverse Toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics

The expanding scope and scale of next generation sequencing experiments in ecological plant epigenetics brings new challenges for computational analysis. Existing tools built for model data may not address the needs of users looking to apply these techniques to non-model species, particularly on a p...

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Autores principales: Nunn, Adam, Can, Sultan Nilay, Otto, Christian, Fasold, Mario, Díez Rodríguez, Bárbara, Fernández-Pozo, Noé, Rensing, Stefan A, Stadler, Peter F, Langenberger, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8598301/
https://www.ncbi.nlm.nih.gov/pubmed/34805989
http://dx.doi.org/10.1093/nargab/lqab106
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author Nunn, Adam
Can, Sultan Nilay
Otto, Christian
Fasold, Mario
Díez Rodríguez, Bárbara
Fernández-Pozo, Noé
Rensing, Stefan A
Stadler, Peter F
Langenberger, David
author_facet Nunn, Adam
Can, Sultan Nilay
Otto, Christian
Fasold, Mario
Díez Rodríguez, Bárbara
Fernández-Pozo, Noé
Rensing, Stefan A
Stadler, Peter F
Langenberger, David
author_sort Nunn, Adam
collection PubMed
description The expanding scope and scale of next generation sequencing experiments in ecological plant epigenetics brings new challenges for computational analysis. Existing tools built for model data may not address the needs of users looking to apply these techniques to non-model species, particularly on a population or community level. Here we present a toolkit suitable for plant ecologists working with whole genome bisulfite sequencing; it includes pipelines for mapping, the calling of methylation values and differential methylation between groups, epigenome-wide association studies, and a novel implementation for both variant calling and discriminating between genetic and epigenetic variation.
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spelling pubmed-85983012021-11-18 EpiDiverse Toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics Nunn, Adam Can, Sultan Nilay Otto, Christian Fasold, Mario Díez Rodríguez, Bárbara Fernández-Pozo, Noé Rensing, Stefan A Stadler, Peter F Langenberger, David NAR Genom Bioinform APP Notes The expanding scope and scale of next generation sequencing experiments in ecological plant epigenetics brings new challenges for computational analysis. Existing tools built for model data may not address the needs of users looking to apply these techniques to non-model species, particularly on a population or community level. Here we present a toolkit suitable for plant ecologists working with whole genome bisulfite sequencing; it includes pipelines for mapping, the calling of methylation values and differential methylation between groups, epigenome-wide association studies, and a novel implementation for both variant calling and discriminating between genetic and epigenetic variation. Oxford University Press 2021-11-12 /pmc/articles/PMC8598301/ /pubmed/34805989 http://dx.doi.org/10.1093/nargab/lqab106 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of NAR Genomics and Bioinformatics. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle APP Notes
Nunn, Adam
Can, Sultan Nilay
Otto, Christian
Fasold, Mario
Díez Rodríguez, Bárbara
Fernández-Pozo, Noé
Rensing, Stefan A
Stadler, Peter F
Langenberger, David
EpiDiverse Toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics
title EpiDiverse Toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics
title_full EpiDiverse Toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics
title_fullStr EpiDiverse Toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics
title_full_unstemmed EpiDiverse Toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics
title_short EpiDiverse Toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics
title_sort epidiverse toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics
topic APP Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8598301/
https://www.ncbi.nlm.nih.gov/pubmed/34805989
http://dx.doi.org/10.1093/nargab/lqab106
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