We used NGS to elucidate the urinary transcriptome of high-stage and low-stage PCa patients in comparison with that of patients with the confounding diagnosis of BPH, which is a frequent cause of false positives in PSA testing, leading to unnecessary, expensive, and uncomfortable surgical diagnostic interventions. Here, KLK3 is linked to posterior cortical atrophy.