TNF and Insulin resistance: Moreover, T2DM is associated with a state of chronic inflammation of fat cells that secrete elevated levels of cytokines; agonists of PPAR-γ were shown to inhibit the expression of cytokines such as resistin, tumor necrosis factor a (TNFα), and interleukin-6 which promote insulin resistance.