TNF and Insulin resistance: However, reduced insulin resistance, caused by reducing the expression of tumor necrosis factor (TNF)-α and interleukin (IL)-6 and inhibited M1 pro-inflammatory macrophage infiltration in adipose tissue, was suggested as a potential mechanism [29].