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

Author:

Galanti DarioORCID,Ramos-Cruz DanielaORCID,Nunn AdamORCID,Rodríguez-Arévalo IsaacORCID,Scheepens J. F.ORCID,Becker ClaudeORCID,Bossdorf OliverORCID

Abstract

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 weedThlaspi 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 inThlaspi arvenseis 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.arvenseis 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.

Funder

HORIZON EUROPE Marie Sklodowska-Curie Actions

H2020 European Research Council

Austrian Academy of Sciences

Deutsche Forschungsgemeinschaft

Publisher

Public Library of Science (PLoS)

Subject

Cancer Research,Genetics (clinical),Genetics,Molecular Biology,Ecology, Evolution, Behavior and Systematics

Reference78 articles.

1. Transgenerational epigenetic instability is a source of novel methylation variants;RJ Schmitz;Science,2011

2. Spontaneous epigenetic variation in the Arabidopsis thaliana methylome;C Becker;Nature,2011

3. Epigenetic and chromatin-based mechanisms in environmental stress adaptation and stress memory in plants;J Lämke;Genome Biology,2017

4. Epigenetic Environmental Memories in Plants: Establishment, Maintenance, and Reprogramming;Y He;Trends in Genetics,2018

5. Ecological plant epigenetics: Evidence from model and non-model species, and the way forward.;CL Richards;Ecol Lett.,2017

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