Fortunately, cancer driver genes in prostate cancer, ERG, ETV1, ETV4, SPOP, and FOXA1, have been identified and their roles have been proved through basic and clinical research [2,14,22,23]. The gene discussed is FOXA1; the disease is Familial prostate cancer.