Bayesian log-normal deconvolution for enhanced in silico microdissection of bulk gene expression data

Abstract

Deconvolution methods reveal individual cell types in complex tissues profiled by bulk methods. Here the authors present a Bayesian deconvolution method that outperforms existing methods when benchmarked on >700 datasets, especially in estimating cell-type-specific gene expression profiles.