Lepore et al. showed that treatment of AML cells, MCF-7 breast cancer cells, and Kelly neuroblastoma cells with HDACi (Vorinostat) regulate epigenetically BARD1 mRNA expression. Here, BARD1 is linked to acute myeloid leukemia.