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DNA methylation entropy is associated with DNA sequence features and developmental epigenetic divergence.
Fang, Yuqi; Ji, Zhicheng; Zhou, Weiqiang; Abante, Jordi; Koldobskiy, Michael A; Ji, Hongkai; Feinberg, Andrew P.
Afiliación
  • Fang Y; Center for Epigenetics, Johns Hopkins University, 855 N. Wolfe St., Baltimore, MD 21205, USA.
  • Ji Z; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA.
  • Zhou W; Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St., Baltimore, MD 21205, USA.
  • Abante J; Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC 27708, USA.
  • Koldobskiy MA; Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St., Baltimore, MD 21205, USA.
  • Ji H; Department of Electrical & Computer Engineering, Johns Hopkins University, Baltimore, MD 21218, USA.
  • Feinberg AP; Center for Epigenetics, Johns Hopkins University, 855 N. Wolfe St., Baltimore, MD 21205, USA.
Nucleic Acids Res ; 51(5): 2046-2065, 2023 03 21.
Article en En | MEDLINE | ID: mdl-36762477
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 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.
Asunto(s)

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Metilación de ADN / Epigénesis Genética Tipo de estudio: Risk_factors_studies Límite: Animals / Humans Idioma: En Revista: Nucleic Acids Res Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Metilación de ADN / Epigénesis Genética Tipo de estudio: Risk_factors_studies Límite: Animals / Humans Idioma: En Revista: Nucleic Acids Res Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos