NCF4 and non-small cell lung carcinoma: Based on the above analysis, 10 hub genes were identified in this study, namely SMC6, CDC27, CDC7, RACGAP1, SMC4, NCF4, NCF1, NCF2, SELPLG and CFP. ROC curve analysis showed these 10 hub genes had good diagnostic values for NSCLC and T2DM (0.9 > AUC > 0.8).