A longitudinal study conducted within the China Health and Retirement Longitudinal Study, which included 8,760 participants, revealed that alterations in the AIP from baseline to follow-up can serve as predictors for the risk of developing type 2 diabetes. The gene discussed is AIP; the disease is type 2 diabetes mellitus.