These findings collectively suggest that increasing levels of GIP contribute to insulin resistance as well as excessive insulin secretion (hyperinsulinemia) and β-cell hyperplasia, making it a promising therapeutic target for improving insulin sensitivity and managing metabolic disorders such as type 2 diabetes. The gene discussed is INS; the disease is metabolic disease.