In the second prediction step, the detection rates of BPH and PCa patients with different PSA levels were summarized in Fig. 7J. This model can successfully identify 71.43% of BPH volunteers with PSA > 10 ng/mL, while PCa patients with different PSA levels had a diagnostic accuracy of more than 91.67%. Here, KLK3 is linked to benign prostatic hyperplasia.