In the state of pre-prediabetes, the levels of insulin rise meet the physiological needs of insulin resulting in chronic hyperinsulinemia, with increased blood sugar leading to pancreatic beta cell failure and T2D development [6,40]. This evidence concerns the gene INS and Hyperinsulinemia.