In all patients’ analysis, the PHI demonstrated the best performance (AUC = 0.815) for detection of PCa compared with f/t PSA% (AUC = 0.704), showing the superior diagnostic value especially in the “gray area” of tPSA. This evidence concerns the gene KLK3 and posterior cortical atrophy.