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BsRADseq: screening DNA methylation in natural populations of non‐model species
Epigenetic modifications are expected to occur at a much faster rate than genetic mutations, potentially causing isolated populations to stochastically drift apart, or if they are subjected to different selective regimes, to directionally diverge. A high level of genome‐wide epigenetic divergence be...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4949719/ https://www.ncbi.nlm.nih.gov/pubmed/26818626 http://dx.doi.org/10.1111/mec.13550 |
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author | Trucchi, Emiliano Mazzarella, Anna B. Gilfillan, Gregor D. Lorenzo, Maria T. Schönswetter, Peter Paun, Ovidiu |
author_facet | Trucchi, Emiliano Mazzarella, Anna B. Gilfillan, Gregor D. Lorenzo, Maria T. Schönswetter, Peter Paun, Ovidiu |
author_sort | Trucchi, Emiliano |
collection | PubMed |
description | Epigenetic modifications are expected to occur at a much faster rate than genetic mutations, potentially causing isolated populations to stochastically drift apart, or if they are subjected to different selective regimes, to directionally diverge. A high level of genome‐wide epigenetic divergence between individuals occupying distinct habitats is therefore predicted. Here, we introduce bisulfite‐converted restriction site associated DNA sequencing (bsRADseq), an approach to quantify the level of DNA methylation differentiation across multiple individuals. This reduced representation method is flexible in the extent of DNA sequence interrogated. We showcase its applicability in three natural systems, each comprising individuals adapted to divergent environments: a diploid plant (Heliosperma, Caryophyllaceae), a tetraploid plant (Dactylorhiza, Orchidaceae) and an animal (Gasterosteusaculeatus, Gasterosteidae). We present a robust bioinformatic pipeline, combining tools for RAD locus assembly, SNP calling, bisulfite‐converted read mapping and DNA methylation calling to analyse bsRADseq data with or without a reference genome. Importantly, our approach accurately distinguishes between SNPs and methylation polymorphism (SMPs). Although DNA methylation frequency between different positions of a genome varies widely, we find a surprisingly high consistency in the methylation profile between individuals thriving in divergent ecological conditions, particularly in Heliosperma. This constitutive stability points to significant molecular or developmental constraints acting on DNA methylation variation. Altogether, by combining the flexibility of RADseq with the accuracy of bisulfite sequencing in quantifying DNA methylation, the bsRADseq methodology and our bioinformatic pipeline open up the opportunity for genome‐wide epigenetic investigations of evolutionary and ecological relevance in non‐model species, independent of their genomic features. |
format | Online Article Text |
id | pubmed-4949719 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-49497192016-07-28 BsRADseq: screening DNA methylation in natural populations of non‐model species Trucchi, Emiliano Mazzarella, Anna B. Gilfillan, Gregor D. Lorenzo, Maria T. Schönswetter, Peter Paun, Ovidiu Mol Ecol Environmental Epigenetic Effects Epigenetic modifications are expected to occur at a much faster rate than genetic mutations, potentially causing isolated populations to stochastically drift apart, or if they are subjected to different selective regimes, to directionally diverge. A high level of genome‐wide epigenetic divergence between individuals occupying distinct habitats is therefore predicted. Here, we introduce bisulfite‐converted restriction site associated DNA sequencing (bsRADseq), an approach to quantify the level of DNA methylation differentiation across multiple individuals. This reduced representation method is flexible in the extent of DNA sequence interrogated. We showcase its applicability in three natural systems, each comprising individuals adapted to divergent environments: a diploid plant (Heliosperma, Caryophyllaceae), a tetraploid plant (Dactylorhiza, Orchidaceae) and an animal (Gasterosteusaculeatus, Gasterosteidae). We present a robust bioinformatic pipeline, combining tools for RAD locus assembly, SNP calling, bisulfite‐converted read mapping and DNA methylation calling to analyse bsRADseq data with or without a reference genome. Importantly, our approach accurately distinguishes between SNPs and methylation polymorphism (SMPs). Although DNA methylation frequency between different positions of a genome varies widely, we find a surprisingly high consistency in the methylation profile between individuals thriving in divergent ecological conditions, particularly in Heliosperma. This constitutive stability points to significant molecular or developmental constraints acting on DNA methylation variation. Altogether, by combining the flexibility of RADseq with the accuracy of bisulfite sequencing in quantifying DNA methylation, the bsRADseq methodology and our bioinformatic pipeline open up the opportunity for genome‐wide epigenetic investigations of evolutionary and ecological relevance in non‐model species, independent of their genomic features. John Wiley and Sons Inc. 2016-03-28 2016-04 /pmc/articles/PMC4949719/ /pubmed/26818626 http://dx.doi.org/10.1111/mec.13550 Text en © 2016 The Authors. Molecular Ecology published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Environmental Epigenetic Effects Trucchi, Emiliano Mazzarella, Anna B. Gilfillan, Gregor D. Lorenzo, Maria T. Schönswetter, Peter Paun, Ovidiu BsRADseq: screening DNA methylation in natural populations of non‐model species |
title | BsRADseq: screening DNA methylation in natural populations of non‐model species |
title_full | BsRADseq: screening DNA methylation in natural populations of non‐model species |
title_fullStr | BsRADseq: screening DNA methylation in natural populations of non‐model species |
title_full_unstemmed | BsRADseq: screening DNA methylation in natural populations of non‐model species |
title_short | BsRADseq: screening DNA methylation in natural populations of non‐model species |
title_sort | bsradseq: screening dna methylation in natural populations of non‐model species |
topic | Environmental Epigenetic Effects |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4949719/ https://www.ncbi.nlm.nih.gov/pubmed/26818626 http://dx.doi.org/10.1111/mec.13550 |
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