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

Author:

Fang Yuqi12,Ji Zhicheng34,Zhou Weiqiang3ORCID,Abante Jordi5,Koldobskiy Michael A16,Ji Hongkai3,Feinberg Andrew P1237ORCID

Affiliation:

1. Center for Epigenetics, Johns Hopkins University , 855 N. Wolfe St., Baltimore , MD  21205, USA

2. Department of Biomedical Engineering, Johns Hopkins University , Baltimore , MD  21218, USA

3. Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health , 615 N. Wolfe St., Baltimore , MD  21205, USA

4. Department of Biostatistics and Bioinformatics, Duke University School of Medicine , Durham , NC  27708, USA

5. Department of Electrical & Computer Engineering, Johns Hopkins University , Baltimore , MD  21218, USA

6. Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine , 855 N. Wolfe St., Baltimore , MD  21205, USA

7. Department of Medicine, Johns Hopkins University School of Medicine , 600 N Wolfe St, Baltimore , MD  21205, USA

Abstract

AbstractEpigenetic 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.

Funder

NIH

NSF

Publisher

Oxford University Press (OUP)

Subject

Genetics

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