Cargando…

epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS‐based reduced representation bisulfite sequencing

Several reduced‐representation bisulfite sequencing methods have been developed in recent years to determine cytosine methylation de novo in nonmodel species. Here, we present epiGBS2, a laboratory protocol based on epiGBS with a revised and user‐friendly bioinformatics pipeline for a wide range of...

Descripción completa

Detalles Bibliográficos
Autores principales: Gawehns, Fleur, Postuma, Maarten, van Antro, Morgane, Nunn, Adam, Sepers, Bernice, Fatma, Samar, van Gurp, Thomas P., Wagemaker, Niels C. A. M., Mateman, A. Christa, Milanovic‐Ivanovic, Slavica, Groβe, Ivo, van Oers, Kees, Vergeer, Philippine, Verhoeven, Koen J. F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9311447/
https://www.ncbi.nlm.nih.gov/pubmed/35178872
http://dx.doi.org/10.1111/1755-0998.13597
_version_ 1784753599205605376
author Gawehns, Fleur
Postuma, Maarten
van Antro, Morgane
Nunn, Adam
Sepers, Bernice
Fatma, Samar
van Gurp, Thomas P.
Wagemaker, Niels C. A. M.
Mateman, A. Christa
Milanovic‐Ivanovic, Slavica
Groβe, Ivo
van Oers, Kees
Vergeer, Philippine
Verhoeven, Koen J. F.
author_facet Gawehns, Fleur
Postuma, Maarten
van Antro, Morgane
Nunn, Adam
Sepers, Bernice
Fatma, Samar
van Gurp, Thomas P.
Wagemaker, Niels C. A. M.
Mateman, A. Christa
Milanovic‐Ivanovic, Slavica
Groβe, Ivo
van Oers, Kees
Vergeer, Philippine
Verhoeven, Koen J. F.
author_sort Gawehns, Fleur
collection PubMed
description Several reduced‐representation bisulfite sequencing methods have been developed in recent years to determine cytosine methylation de novo in nonmodel species. Here, we present epiGBS2, a laboratory protocol based on epiGBS with a revised and user‐friendly bioinformatics pipeline for a wide range of species with or without a reference genome. epiGBS2 is cost‐ and time‐efficient and the computational workflow is designed in a user‐friendly and reproducible manner. The library protocol allows a flexible choice of restriction enzymes and a double digest. The bioinformatics pipeline was integrated in the snakemake workflow management system, which makes the pipeline easy to execute and modular, and parameter settings for important computational steps flexible. We implemented bismark for alignment and methylation analysis and we preprocessed alignment files by double masking to enable single nucleotide polymorphism calling with freebayes (epifreebayes). The performance of several critical steps in epiGBS2 was evaluated against baseline data sets from Arabidopsis thaliana and great tit (Parus major), which confirmed its overall good performance. We provide a detailed description of the laboratory protocol and an extensive manual of the bioinformatics pipeline, which is publicly accessible on github (https://github.com/nioo‐knaw/epiGBS2) and zenodo (https://doi.org/10.5281/zenodo.4764652).
format Online
Article
Text
id pubmed-9311447
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-93114472022-07-29 epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS‐based reduced representation bisulfite sequencing Gawehns, Fleur Postuma, Maarten van Antro, Morgane Nunn, Adam Sepers, Bernice Fatma, Samar van Gurp, Thomas P. Wagemaker, Niels C. A. M. Mateman, A. Christa Milanovic‐Ivanovic, Slavica Groβe, Ivo van Oers, Kees Vergeer, Philippine Verhoeven, Koen J. F. Mol Ecol Resour RESOURCE ARTICLES Several reduced‐representation bisulfite sequencing methods have been developed in recent years to determine cytosine methylation de novo in nonmodel species. Here, we present epiGBS2, a laboratory protocol based on epiGBS with a revised and user‐friendly bioinformatics pipeline for a wide range of species with or without a reference genome. epiGBS2 is cost‐ and time‐efficient and the computational workflow is designed in a user‐friendly and reproducible manner. The library protocol allows a flexible choice of restriction enzymes and a double digest. The bioinformatics pipeline was integrated in the snakemake workflow management system, which makes the pipeline easy to execute and modular, and parameter settings for important computational steps flexible. We implemented bismark for alignment and methylation analysis and we preprocessed alignment files by double masking to enable single nucleotide polymorphism calling with freebayes (epifreebayes). The performance of several critical steps in epiGBS2 was evaluated against baseline data sets from Arabidopsis thaliana and great tit (Parus major), which confirmed its overall good performance. We provide a detailed description of the laboratory protocol and an extensive manual of the bioinformatics pipeline, which is publicly accessible on github (https://github.com/nioo‐knaw/epiGBS2) and zenodo (https://doi.org/10.5281/zenodo.4764652). John Wiley and Sons Inc. 2022-03-03 2022-07 /pmc/articles/PMC9311447/ /pubmed/35178872 http://dx.doi.org/10.1111/1755-0998.13597 Text en © 2022 The Authors. Molecular Ecology Resources published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle RESOURCE ARTICLES
Gawehns, Fleur
Postuma, Maarten
van Antro, Morgane
Nunn, Adam
Sepers, Bernice
Fatma, Samar
van Gurp, Thomas P.
Wagemaker, Niels C. A. M.
Mateman, A. Christa
Milanovic‐Ivanovic, Slavica
Groβe, Ivo
van Oers, Kees
Vergeer, Philippine
Verhoeven, Koen J. F.
epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS‐based reduced representation bisulfite sequencing
title epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS‐based reduced representation bisulfite sequencing
title_full epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS‐based reduced representation bisulfite sequencing
title_fullStr epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS‐based reduced representation bisulfite sequencing
title_full_unstemmed epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS‐based reduced representation bisulfite sequencing
title_short epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS‐based reduced representation bisulfite sequencing
title_sort epigbs2: improvements and evaluation of highly multiplexed, epigbs‐based reduced representation bisulfite sequencing
topic RESOURCE ARTICLES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9311447/
https://www.ncbi.nlm.nih.gov/pubmed/35178872
http://dx.doi.org/10.1111/1755-0998.13597
work_keys_str_mv AT gawehnsfleur epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT postumamaarten epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT vanantromorgane epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT nunnadam epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT sepersbernice epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT fatmasamar epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT vangurpthomasp epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT wagemakernielscam epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT matemanachrista epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT milanovicivanovicslavica epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT grobeivo epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT vanoerskees epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT vergeerphilippine epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing
AT verhoevenkoenjf epigbs2improvementsandevaluationofhighlymultiplexedepigbsbasedreducedrepresentationbisulfitesequencing