The ROC curves demonstrated good diagnostic efficacy for lung cancer, with AUC values of 0.962, 0.924, 0.886, and 0.95 for the four hub genes CENPF, AURKA, PBK, and CCNB1, respectively (Figure 6B). The gene discussed is PBK; the disease is lung cancer.