Daniel W. Kennedy

The paper develops a Bayesian model to identify cell-type specific methylation variation in heterogeneous samples and finds it detects more differentially methylated loci in specific cell types.

The paper develops a Bayesian model selection algorithm to identify cell-specific DNA methylation patterns, accounting for cell lineage and sex effects, and shows that many CpG markers are differentially methylated across multiple cell types.