Process / pipelineBioinformatics / omics

Single-cell epigenome-wide association study (scEWAS)

A single-cell epigenome-wide association study (scEWAS) interrogates epigenetic marks — primarily DNA methylation or chromatin accessibility — across the entire genome at single-cell resolution, then statistically associates variation in those marks with a phenotype, disease, or exposure. By resolving cell-type heterogeneity that bulk EWAS cannot separate, scEWAS identifies epigenetic signals that are specific to rare or intermixed cell populations rather than averaged across tissues.

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Sources

  1. Zhang, Y., et al. (2022). Single-cell epigenome analysis reveals age-associated decay of heterochromatin domains in excitatory neurons in the mouse brain. Cell Research, 32(1), 1-18. link
  2. Aryee, M. J., et al. (2014). Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays. Bioinformatics, 30(10), 1363-1369. DOI: 10.1093/bioinformatics/btu049

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Referenced by

ScholarGateSingle-cell epigenome-wide association study (Single-Cell Epigenome-Wide Association Study). Retrieved 2026-06-04 from https://scholargate.app/en/bioinformatics/single-cell-epigenome-wide-association-study