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Genetic and environmental drivers of large-scale epigenetic variation in Thlaspi arvense

Natural plant populations often harbour substantial heritable variation in DNA methylation. However, a thorough understanding of the genetic and environmental drivers of this epigenetic variation requires large-scale and high-resolution data, which currently exist only for a few model species. Here,...

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Autores principales: Galanti, Dario, Ramos-Cruz, Daniela, Nunn, Adam, Rodríguez-Arévalo, Isaac, Scheepens, J. F., Becker, Claude, Bossdorf, Oliver
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9591053/
https://www.ncbi.nlm.nih.gov/pubmed/36223399
http://dx.doi.org/10.1371/journal.pgen.1010452
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author Galanti, Dario
Ramos-Cruz, Daniela
Nunn, Adam
Rodríguez-Arévalo, Isaac
Scheepens, J. F.
Becker, Claude
Bossdorf, Oliver
author_facet Galanti, Dario
Ramos-Cruz, Daniela
Nunn, Adam
Rodríguez-Arévalo, Isaac
Scheepens, J. F.
Becker, Claude
Bossdorf, Oliver
author_sort Galanti, Dario
collection PubMed
description Natural plant populations often harbour substantial heritable variation in DNA methylation. However, a thorough understanding of the genetic and environmental drivers of this epigenetic variation requires large-scale and high-resolution data, which currently exist only for a few model species. Here, we studied 207 lines of the annual weed Thlaspi arvense (field pennycress), collected across a large latitudinal gradient in Europe and propagated in a common environment. By screening for variation in DNA sequence and DNA methylation using whole-genome (bisulfite) sequencing, we found significant epigenetic population structure across Europe. Average levels of DNA methylation were strongly context-dependent, with highest DNA methylation in CG context, particularly in transposable elements and in intergenic regions. Residual DNA methylation variation within all contexts was associated with genetic variants, which often co-localized with annotated methylation machinery genes but also with new candidates. Variation in DNA methylation was also significantly associated with climate of origin, with methylation levels being lower in colder regions and in more variable climates. Finally, we used variance decomposition to assess genetic versus environmental associations with differentially methylated regions (DMRs). We found that while genetic variation was generally the strongest predictor of DMRs, the strength of environmental associations increased from CG to CHG and CHH, with climate-of-origin as the strongest predictor in about one third of the CHH DMRs. In summary, our data show that natural epigenetic variation in Thlaspi arvense is significantly associated with both DNA sequence and environment of origin, and that the relative importance of the two factors strongly depends on the sequence context of DNA methylation. T. arvense is an emerging biofuel and winter cover crop; our results may hence be relevant for breeding efforts and agricultural practices in the context of rapidly changing environmental conditions.
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spelling pubmed-95910532022-10-25 Genetic and environmental drivers of large-scale epigenetic variation in Thlaspi arvense Galanti, Dario Ramos-Cruz, Daniela Nunn, Adam Rodríguez-Arévalo, Isaac Scheepens, J. F. Becker, Claude Bossdorf, Oliver PLoS Genet Research Article Natural plant populations often harbour substantial heritable variation in DNA methylation. However, a thorough understanding of the genetic and environmental drivers of this epigenetic variation requires large-scale and high-resolution data, which currently exist only for a few model species. Here, we studied 207 lines of the annual weed Thlaspi arvense (field pennycress), collected across a large latitudinal gradient in Europe and propagated in a common environment. By screening for variation in DNA sequence and DNA methylation using whole-genome (bisulfite) sequencing, we found significant epigenetic population structure across Europe. Average levels of DNA methylation were strongly context-dependent, with highest DNA methylation in CG context, particularly in transposable elements and in intergenic regions. Residual DNA methylation variation within all contexts was associated with genetic variants, which often co-localized with annotated methylation machinery genes but also with new candidates. Variation in DNA methylation was also significantly associated with climate of origin, with methylation levels being lower in colder regions and in more variable climates. Finally, we used variance decomposition to assess genetic versus environmental associations with differentially methylated regions (DMRs). We found that while genetic variation was generally the strongest predictor of DMRs, the strength of environmental associations increased from CG to CHG and CHH, with climate-of-origin as the strongest predictor in about one third of the CHH DMRs. In summary, our data show that natural epigenetic variation in Thlaspi arvense is significantly associated with both DNA sequence and environment of origin, and that the relative importance of the two factors strongly depends on the sequence context of DNA methylation. T. arvense is an emerging biofuel and winter cover crop; our results may hence be relevant for breeding efforts and agricultural practices in the context of rapidly changing environmental conditions. Public Library of Science 2022-10-12 /pmc/articles/PMC9591053/ /pubmed/36223399 http://dx.doi.org/10.1371/journal.pgen.1010452 Text en © 2022 Galanti et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Galanti, Dario
Ramos-Cruz, Daniela
Nunn, Adam
Rodríguez-Arévalo, Isaac
Scheepens, J. F.
Becker, Claude
Bossdorf, Oliver
Genetic and environmental drivers of large-scale epigenetic variation in Thlaspi arvense
title Genetic and environmental drivers of large-scale epigenetic variation in Thlaspi arvense
title_full Genetic and environmental drivers of large-scale epigenetic variation in Thlaspi arvense
title_fullStr Genetic and environmental drivers of large-scale epigenetic variation in Thlaspi arvense
title_full_unstemmed Genetic and environmental drivers of large-scale epigenetic variation in Thlaspi arvense
title_short Genetic and environmental drivers of large-scale epigenetic variation in Thlaspi arvense
title_sort genetic and environmental drivers of large-scale epigenetic variation in thlaspi arvense
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9591053/
https://www.ncbi.nlm.nih.gov/pubmed/36223399
http://dx.doi.org/10.1371/journal.pgen.1010452
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