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

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3