Our results demonstrate a strong genetic correlation (rg = 0.41; P = 6.1 × 10−5) between serum levels of PSA and prostate cancer but still it is much weaker than for BPH/LUTS and PSA levels. The gene discussed is KLK3; the disease is Familial prostate cancer.