ArticleMolecular ecology2016
BsRADseq: screening DNA methylation in natural populations of non-model species.
Article in Molecular ecology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
40 citing papers in PubMed, 110 citations in OpenAlex.
- An Epigenetic Clock for Accurate Age Prediction in Atlantic Cod Populations for Improved Fisheries Management.Molecular ecology resources · 2026Article
- Review
- Comparative restriction enzyme analysis of methylation (CREAM) reveals methylome variability within a clonalFrontiers in plant science · 2024Article
- Parallel adaptation to lower altitudes is associated with enhanced plasticity in Heliosperma pusillum (Caryophyllaceae).The Plant journal : for cell and molecular biology · 2023Article
- Applying molecular and genetic methods to trees and their fungal communities.Applied microbiology and biotechnology · 2023Review
- The Contribution of Epigenetics to Evolutionary Adaptation inPlants (Basel, Switzerland) · 2023Article
- The genomic and epigenetic footprint of local adaptation to variable climates in kiwifruit.Horticulture research · 2023Article
- DNA methylation in clonal duckweed (Lemna minor L.) lineages reflects current and historical environmental exposures.Molecular ecology · 2023Article
- Exploitation of epigenetic variation of crop wild relatives for crop improvement and agrobiodiversity preservation.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2022Review
- Repeat Dynamics across Timescales: A Perspective from Sibling Allotetraploid Marsh Orchids (Dactylorhiza majalis s.l.).Molecular biology and evolution · 2022Article
- Review
- epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS-based reduced representation bisulfite sequencing.Molecular ecology resources · 2022Article
- Epigenetics of wheat-rust interaction: an update.Planta · 2022Review
- Population Genomics Analysis with RAD, Reprised: Stacks 2.Methods in molecular biology (Clifton, N.J.) · 2022Article
- Epigenetic variation: A major player in facilitating plant fitness under changing environmental conditions.Frontiers in cell and developmental biology · 2022Review
- Will epigenetics be a key player in crop breeding?Frontiers in plant science · 2022Review
- DNA Methylation Correlates With Responses of ExperimentalFrontiers in plant science · 2022Article
- Developmental assays using invasive cane toads, Rhinella marina, reveal safety concerns of a common formulation of the rice herbicide, butachlor.Environmental pollution (Barking, Essex : 1987) · 2021Article
- Patterns of Epigenetic Diversity in Two Sympatric Fish Species: Genetic vs. Environmental Determinants.Genes · 2021Article
- Challenges and Perspectives in the Epigenetics of Climate Change-Induced Forests Decline.Frontiers in plant science · 2021Review
Corrections and comments
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Authors and funding
6 authors at 4 institutions in 2 countries.
Funding
Abstract
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.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.