As shown in Fig. 2 and Table 2 (training cohort), Model I distinguished benign cases from cancer cases with an AUC of 0.94, which was significantly higher than the AUCs for PSA (0.68, p < 0.0001) and the five clinical risk factors (0.75, p < 0.0001). The gene discussed is KLK3; the disease is cancer.