GLP-1 is crucial for beta cell formation, inducing insulin production, and enhancing insulin gene expression, thus significantly reducing blood glucose levels and modifying T2DM's course and progression [5,8,9]. The gene discussed is GCG; the disease is type 2 diabetes mellitus.