Login / Signup

DNA methylation entropy is associated with DNA sequence features and developmental epigenetic divergence.

Yuqi FangZhicheng JiWeiqiang ZhouJordi AbanteMichael A KoldobskiyHongkai JiAndrew P Feinberg
Published in: Nucleic acids research (2023)
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 allele-specific methylation in 49 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 the contribution of methylation entropy to time- and tissue-specific patterns of development is comparable to the contribution of methylation 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.
Keyphrases
  • dna methylation
  • genome wide
  • gene expression
  • transcription factor
  • endothelial cells
  • copy number
  • dna binding
  • health information
  • dna damage
  • circulating tumor
  • rna seq
  • cell free
  • social media
  • amino acid