Several studies have demonstrated that hyperinsulinemia can activate pro-inflammatory pathways, leading to elevated levels of cytokines such as IL-6 and TNF-α, which further impair vascular function and promote atherosclerosis (39). This evidence concerns the gene IL6 and atherosclerosis.