TNF and Insulin resistance: Additionally, diabetes is associated with high levels of blood cytokines including IL-1β, IL-6, IL-12, IL-17, IL-18, TNF-α and IFN-γ, which mediate the physiological adaption of insulin production and insulin resistance [6].