In the validation dataset of NSCLC, the AUCs of COL1A1, CEBPA, PLAU, JUNB, JUN, TGFBR2, FOS, and EZH2 were 0.946, 0.794, 0.725, 0.836, 0.859, 0.985, 0.862, and 0.905, respectively. The gene discussed is TGFBR2; the disease is non-small cell lung carcinoma.