A combined panel of TBL1XR1, MFAP5, and PSA achieved an AUC of 0.939 with a Youden index of 0.756.<h4>Conclusions</h4>TBL1XR1 and MFAP5 have the potential for PCa diagnosis. Here, KLK3 is linked to posterior cortical atrophy.