This study reveals causality‐enriched epigenetic clocks offer additional insight into acute myeloid leukemia (AML) specific DNA methylation remodeling, particularly when integrated with genetic stratification, like DNMT3A or IDH2 mutations. The gene discussed is DNMT3A; the disease is acute myeloid leukemia.