TY - JOUR
T1 - DNA methylation entropy is associated with DNA sequence features and developmental epigenetic divergence
AU - Fang, Yuqi
AU - Ji, Zhicheng
AU - Zhou, Weiqiang
AU - Abante, Jordi
AU - Koldobskiy, Michael A.
AU - Ji, Hongkai
AU - Feinberg, Andrew P.
N1 - Publisher Copyright:
© 2023 The Author(s). Published by Oxford University Press on behalf of Nucleic Acids Research.
PY - 2023/3/21
Y1 - 2023/3/21
N2 - 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.
AB - 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.
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U2 - 10.1093/nar/gkad050
DO - 10.1093/nar/gkad050
M3 - Article
C2 - 36762477
AN - SCOPUS:85150396524
SN - 0305-1048
VL - 51
SP - 2046
EP - 2065
JO - Nucleic acids research
JF - Nucleic acids research
IS - 5
ER -