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. This evidence concerns the gene HDAC1 and cancer.