TNF and type 2 diabetes mellitus: KEGG analysis showed that DNJ-TFs anti-T2DM targets were mainly enriched in the cAMP signaling pathway, Rap1 signaling pathway, Calcium signaling pathway, VEGF signaling pathway, TNF signaling pathway, etc. (Figure 4D).