Nucleic Acids ResearchGenomicsPeer-reviewed journal article
DNA methylation entropy is associated with DNA sequence featuresand developmental epigenetic divergence
Yuqi FangiD, Zhicheng JiiD, Weiqiang ZhouiD, Jordi AbanteiD, Michael A. KoldobskiyiD, Hongkai JiiD, Andrew P. FeinbergiD
Abstract
Epigenetic information defines tissue identity and is largely inherited in development through DNA methylation. While studied mostly for mean differences, methylation also encodes stochastic change, defined as entropy in information theory. Analyzing allelespecific methylation in 48 human tissue sample datasets, we find that methylation entropy is associated with specific DNA binding motifs, regulatory DNA, and CpG density. Then applying information theory to 42 mouse embryo methylation datasets, we find that time- and tissue-specific patterns of development are more strongly correlated with methylation entropy than with mean, and methylation entropy is associated with sequence and chromatin features conserved with human. Moreover, methylation entropy is directly related to gene expression variability in development, suggesting a role for epigenetic entropy in developmental plasticity.
- organism: human
- organism: mouse
- assay: DNA methylation
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 20
- FWCI
- 1.78
- Field percentile
- top 15%
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