We calculated the AUC of each item, among which the AUCs of COL1A1, JUN, EZH2, FOS, PLAU, CEBPA, TGFBR2, and JUNB in the NSCLC-related dataset were 0.925, 0.879, 0.937, 0.935, 0.906, 0.853, 0.957, and 0.957, respectively. The gene discussed is PLAU; the disease is non-small cell lung carcinoma.