ArticlePLoS genetics2022
Genetic and environmental drivers of large-scale epigenetic variation in Thlaspi arvense.
Article in PLoS genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Genomic advances in orphan and underutilized Brassicaceae crops and their wild relatives.Frontiers in plant science · 2026Review
- Genotype-dependent DNA methylation patterns are negatively associated with allelic variation rather than heat-induced gene expression in two contrasting potato genotypes.The Plant journal : for cell and molecular biology · 2026Article
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- Subfunctionalization and epigenetic regulation of a biosynthetic gene cluster inProceedings of the National Academy of Sciences of the United States of America · 2025Article
- Testing the potential of zebularine to induce heritable changes in crop growth and development.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
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- Genome-wide DNA methylation and their transgenerational pattern differ in Arabidopsis thaliana populations originated along the elevation of West Himalaya.BMC plant biology · 2024Article
- The evolutionary consequences of interactions between the epigenome, the genome and the environment.Evolutionary applications · 2024Review
- Dynamic evolution of the heterochromatin sensing histone demethylase IBM1.PLoS genetics · 2024Article
- Epigenomic and transcriptomic persistence of heat stress memory in strawberry (Fragaria vesca).BMC plant biology · 2024Article
- Transposon dynamics in the emerging oilseed crop Thlaspi arvense.PLoS genetics · 2024Article
- Quantifying the role of genome size and repeat content in adaptive variation and the architecture of flowering time in Amaranthus tuberculatus.PLoS genetics · 2023Article
- Herbivory induced methylation changes in the Lombardy poplar: A comparison of results obtained by epiGBS and WGBS.PloS one · 2023Article
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7 authors.
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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 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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