Lysine-specific demethylase 1 (LSD1), an enzyme involved in gene expression, produces individualized metabolism depending on the type of acute myeloid leukemia cells. Cancer cells have a unique ability to metabolize substances differently from normal cells, and this ability is considered to be a promising therapeutic target. New findings may contribute to the safe and effective use of LSD1 inhibitors as potential anticancer agents, and to the development of highly specific treatments for various leukemia types.