TNF and Insulin resistance: M1 macrophage accumulation in adipose tissue will produce various pro-inflammatory cytokines and chemokines that contribute to insulin resistance, such as tumor necrosis factor-alpha (TNF-α), interleukin 6 (IL-6), resistin, and leptin [6,7].