Elevated FBG is a key contributor to arteriosclerosis, primarily due to mechanisms such as advanced glycation end-product formation, insulin resistance, and polyol metabolism abnormalities, leading to endothelial dysfunction, oxidative stress, and the release of pro-inflammatory cytokines, thus accelerating arteriosclerosis (24). The gene discussed is INS; the disease is arteriosclerosis disorder.