Among the validated transcriptional and epigenetic regulators of CM maturation uncovered by our screen are Rnf20, Rnf40, Taf2, and Taf3. Notably, these genes are components of protein complexes whose perturbation is linked to congenital heart disease. Here, RNF20 is linked to congenital heart disease.