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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...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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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 |
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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 |
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