Functional analysis showed that cytokine−cytokine receptor interaction, graft−versus−host disease, inflammatory bowel disease, Lipid and atherosclerosis, sphingolipid signaling pathway, TNF signaling pathway, and FOXO signaling pathway, etc. play important roles in T2DM. This evidence concerns the gene TNF and atherosclerosis.