EpiCHAOS: a metric to quantify epigenomic heterogeneity in single-cell data

crossref(2024)

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摘要
Epigenetic heterogeneity is a fundamental property of biological systems, and is recognized as a potential driver of tumor plasticity and therapy resistance. Single-cell epigenomics technologies have been widely employed to study epigenetic variation between – but not within – cellular clusters. We introduce epiCHAOS: a quantitative metric of cell-to-cell epigenetic heterogeneity, applicable to any single-cell epigenomics data type. After validation in synthetic datasets, we applied epiCHAOS to investigate global and region-specific patterns of epigenetic heterogeneity across diverse biological systems. EpiCHAOS provides an excellent approximation of stemness and plasticity in development and malignancy, making it a valuable addition to single-cell cancer epigenomics analyses. ### Competing Interest Statement The authors have declared no competing interest.
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