Low PSA production in patients with high-grade prostate cancer is linked to suppressed AR signaling, with TP53 and RB1 mutations promoting neuroendocrine features [15] and PTEN loss activating the PI3K/AKT pathway [16]. The gene discussed is AR; the disease is Familial prostate cancer.