We explored here the expression profile of HDAC family via Oncomine database, which indicated that HDAC1, HDAC2, HDAC3, HDAC7, HDAC8, and HDAC9 expressed highly in pan‐cancer at transcriptional level. The gene discussed is HDAC2; the disease is cancer.