A recent study showed that the LSD1 inhibitor tranylcypromine (TCP) induced the expression of myeloid differentiation genes in AML cells and that combination of TCP with ATRA exerted a potent anti-leukemic effect (Schenk et al., 2012). Here, KDM1A is linked to acute myeloid leukemia.