In brief, we investigated the functional contribution of HDAC‐1/8 in anti‐leukemia effects, especially in CBF‐AML, and evaluated the efficacy of Baicalein in AML cells‐bearing mice model. Here, HDAC1 is linked to acute myeloid leukemia.