Lastly, PN decreased the levels of adipocytokines, especially MCP-1 and TNF-α, which played an important role in the low-grade inflammatory state related to impaired insulin sensitivity and further contributed to the development of T2DM. Here, TNF is linked to type 2 diabetes mellitus.