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Updated: Aug 10, 2025

Enhanced Reduced Representation Bisulfite Sequencing for Assessment of DNA Methylation at Base Pair Resolution
Published on: February 24, 2015
DNA methylation entropy is associated with DNA sequence features and developmental epigenetic divergence
Yuqi Fang1,2, Zhicheng Ji3,4, Weiqiang Zhou3
1Center for Epigenetics, Johns Hopkins University, 855 N. Wolfe St., Baltimore, MD 21205, USA.
Epigenetic entropy, a measure of DNA methylation variability, is linked to tissue identity and developmental plasticity. This epigenetic information plays a role comparable to average DNA methylation in development.
Area of Science:
- Epigenetics
- Developmental Biology
- Genomics
Background:
- DNA methylation is crucial for establishing and maintaining tissue identity during development.
- While mean DNA methylation differences are well-studied, the role of methylation variability (entropy) is less understood.
Purpose of the Study:
- To investigate the association of DNA methylation entropy with genomic features in human tissues.
- To assess the contribution of methylation entropy to developmental patterns in mouse embryos.
- To explore the relationship between epigenetic entropy and gene expression variability during development.
Main Methods:
- Analysis of allele-specific DNA methylation in 49 human tissue datasets.
- Application of information theory to 42 mouse embryo methylation datasets.
- Correlation analysis between methylation entropy, DNA sequence features, chromatin states, and gene expression.
Main Results:
- Methylation entropy in human tissues correlates with DNA binding motifs, regulatory DNA elements, and CpG density.
- In mouse embryos, methylation entropy contributes significantly to temporal and tissue-specific developmental patterns, comparable to mean methylation.
- Methylation entropy is associated with conserved sequence and chromatin features between human and mouse.
- Epigenetic entropy is directly linked to gene expression variability in development.
Conclusions:
- DNA methylation entropy is a significant epigenetic feature associated with genomic characteristics and developmental processes.
- Epigenetic entropy plays a crucial role in developmental plasticity and gene expression variability.
- These findings highlight the importance of considering methylation variability, not just mean differences, for a comprehensive understanding of epigenetics in development.
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