It was found that the main pathways related to T2DM were age − RAGE signaling pathway, PI3K-AKT signaling pathway, endocrine resistance pathway, TNF signaling pathway and Toll-like receptor signaling pathway. The gene discussed is TNF; the disease is type 2 diabetes mellitus.