The diagnostic model statistically segregated BPH from PCa patients (AUC 0.84) and predicted biopsy results better than PSA alone (AUC 0.66 and 0.527, respectively) for subjects with PSA lying in the grey area. This evidence concerns the gene KLK3 and posterior cortical atrophy.