Pro-inflammatory cytokines, such as interleukin (IL)-1, IL-6, and tumor necrosis factor alpha (TNF-alpha), can cause abnormal serine phosphorylation of insulin receptor substrates through multiple pathways, which inhibits normal tyrosine phosphorylation, thereby interfering with insulin signal transmission and inducing insulin resistance 75. Here, TNF is linked to Insulin resistance.