bioRxivGenomicsPreprint
Cell Type-specific Genome Scans of DNA Methylation Diversity Indicate an Important Role for Transposable Elements
Abstract
The epigenome modulates the activity of genes and supports the stability of the genome. The epigenome can also contain phenotypically relevant, heritable marks that may vary at the organismic and population level. Such non-genetic standing variation may be relevant to ecological and evolutionary processes. To identify loci susceptible to selection, it is common to profile large populations at the genome scale, yet methods to perform such scans for epigenetic diversity are barely tapped. Here, we develop a scalable, information-theoretic approach to assess epigenome diversity based on Jensen-Shannon divergence (JSD) and demonstrate its practicality by measuring cell type-specific methylation diversity in the model plant Arabidopsis thaliana. DNA methylation diversity tends to be increased in the CG as compared to the non-CG (CHG and CHH) sequence context but the tissue or cell type has an impact on diversity at non-CG sites. Less accessible, more heterochromatic states of chromatin exhibit increased diversity. Genes tend to carry more single-methylation polymorphisms when they harbor gene body-like chromatin signatures and flank transposable elements (TEs). In conclusion, the analysis of DNA methylation with JSD in Arabidopsis demonstrates that the genomic location of a gene dominates its methylation diversity, in particular the proximity to TEs which are increasingly viewed as drivers of evolution. Importantly, the JSD-based approach we implemented here is applicable to any population-level epigenomic data set to analyze variation in epigenetic marks among individuals, tissues, or cells of any organism, including the epigenetic heterogeneity of cells in healthy or diseased organs such as tumors.
- organism: Arabidopsis
- assay: DNA methylation
- research focus: differential expression
- approach: statistical model
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Population scale mapping of novel transposable element diversity reveals links to gene regulation and epigenomic variation
Tim Stuart, Steven R Eichten, … Ryan Lister·bioRxiv·Aug 18, 2016
- DNA Methylation profiles of diverse Brachypodium distachyon aligns with underlying genetic diversity
Steven R Eichten, Tim Stuart, … Justin O Borevitz·Genome ResearchPeer-reviewed·Sep 9, 2016
- Epigenetic inheritance mediates phenotypic diversity in natural populations
Z. Shahzad, J. D. Moore, … D. Zilberman·bioRxiv·Mar 15, 2021
- Worldwide patterns of human epigenetic variation
Oana Carja, Julia L MacIsaac, … Hunter B Fraser·bioRxiv·Jul 5, 2015
- Widespread conservation and lineage-specific diversification of genome-wide DNA methylation patterns across arthropods
Samuel H. Lewis, Laura Ross, … Peter Sarkies·PLoS GeneticsPeer-reviewed·Jun 25, 2020
- High nucleotide diversity accompanies differential DNA methylation in naturally diverging populations
J. Ord, T. I. Gossmann, I. Adrian-Kalchhauser·bioRxiv·Oct 8, 2022