Cargando…
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...
Autores principales: | , , , , , , , , |
---|---|
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 |
_version_ | 1784600793032163328 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8598301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT nunnadam epidiversetoolkitapipelinesuitefortheanalysisofbisulfitesequencingdatainecologicalplantepigenetics AT cansultannilay epidiversetoolkitapipelinesuitefortheanalysisofbisulfitesequencingdatainecologicalplantepigenetics AT ottochristian epidiversetoolkitapipelinesuitefortheanalysisofbisulfitesequencingdatainecologicalplantepigenetics AT fasoldmario epidiversetoolkitapipelinesuitefortheanalysisofbisulfitesequencingdatainecologicalplantepigenetics AT diezrodriguezbarbara epidiversetoolkitapipelinesuitefortheanalysisofbisulfitesequencingdatainecologicalplantepigenetics AT fernandezpozonoe epidiversetoolkitapipelinesuitefortheanalysisofbisulfitesequencingdatainecologicalplantepigenetics AT rensingstefana epidiversetoolkitapipelinesuitefortheanalysisofbisulfitesequencingdatainecologicalplantepigenetics AT stadlerpeterf epidiversetoolkitapipelinesuitefortheanalysisofbisulfitesequencingdatainecologicalplantepigenetics AT langenbergerdavid epidiversetoolkitapipelinesuitefortheanalysisofbisulfitesequencingdatainecologicalplantepigenetics |