TNF and diabetes mellitus: He et al. found that the AGE-RAGE signaling pathway, the TNF signaling pathway, and the NF-kappa B signaling pathway were critical nodes for the LiuWei DiHuang Pill against type 2 diabetes mellitus (T2DM) throughout the network analysis [29].