TNF and Insulin resistance: In addition to insulin resistance, studies have shown that some inflammatory cytokines, such as C-reactive protein (CRP), sialic acid, tumor necrosis factor-α (TNF-α) and interleukin-6 (IL-6), associated with diabetes, can also cause atherosclerosis35, 36.