In this study, we investigated gene expression profiles established from clinical samples and found that KDM4B is elevated specifically in acute myeloid leukemia (AML) associated with chromosomal translocation 8;21 [t(8;21)], which results in a fusion of the AML1 and the eight‐twenty‐one (ETO) genes to generate a leukemia oncogene, AML1‐ETO fusion transcription factor. Here, KDM4B is linked to acute myeloid leukemia.