IL6 and Insulin resistance: For instance, the presence of inflammatory cytokines such as interleukin-6 and tumor necrosis factor-alpha has been positively correlated with metabolic disturbances, including insulin resistance and dyslipidemia, which are critical factors in the pathogenesis of cardiovascular diseases [22].