This narrative review synthesizes current research on AhR’s multifaceted roles in prostate cancer, evaluates its potential as a biomarker, and discusses the therapeutic implications of targeting AhR, particularly for hormone-refractory prostate cancer. The gene discussed is AHR; the disease is Familial prostate cancer.