COL1A1 and non-small cell lung carcinoma: 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.