TNF and type 2 diabetes mellitus: The mechanism underlying KEGG’s prediction and treatment of T2DM by ATM may be associated with 25 signaling pathways (P < 0.01), with the Toll-like receptor signaling pathway and TNF signaling pathway being among the top five representative pathways (Figure 4D).