Additionally, chronic insulin therapy may contribute to β‐cell exhaustion through a paradoxical feedback mechanism—persistent peripheral hyperinsulinemia can downregulate endogenous insulin production while accelerating β‐apoptosis. The gene discussed is INS; the disease is Hyperinsulinemia.