IL6 and Insulin resistance: Insulin resistance can also surface from systemic inflammation, where increased levels of pro-inflammatory cytokines, such as interleukin-6 (IL-6) and tumor necrosis factor-alpha (TNF-α), cause the activation of downstream kinases, contributing to the phosphorylation of serine residues in IRS proteins.