In leukemia cells, recruitment of LSD1 to chromatin genome-wide is overwhelmingly at sites of GFI1 binding [8] and release of LSD1 from GFI1-occupied sites by disruption of protein:protein interaction is required for LSD1 inhibitor-induced leukemia cell differentiation [8]. The gene discussed is GFI1; the disease is leukemia.