We used ROC curve analysis to evaluate diagnostic performance, and the AUC values for T2DM diagnosis were 0.931, 0.917, 0.986, 0.903, and 0.917 for DHX15, USP14, COPS3, TYK2, and RIOK2, respectively. The gene discussed is TYK2; the disease is type 2 diabetes mellitus.