Through unbiased shRNA screening, we demonstrated for the first time that HDAC3 is the only member of the class I/II HDAC subfamily that regulates AKT phosphorylation in C4‐2 prostate cancer cells. The gene discussed is AKT1; the disease is Familial prostate cancer.