Lipid metabolism disorders result in fat accumulation in the liver, muscles, and blood vessel walls, affecting the normal role of insulin and resulting in IR, which is more likely to induce or aggravate hyperglycemia (Yan B. F. et al., 2023). Here, INS is linked to Disorder of lipid metabolism.