The screening criteria were p < 0.05 and Impact >0.1, which revealed that the AGE-RAGE signaling pathway in diabetic complications, Type II diabetes mellitus, Insulin signaling pathway, and PI3K-Akt signaling pathway were significantly elevated. This evidence concerns the gene INS and type 2 diabetes mellitus.