Accordingly, GLP-1 receptor agonists (GLP-1RA) have emerged as crucial medications in managing type 2 diabetes mellitus by enhancing glucose regulation, promoting weight reduction, and offering protection against cardiovascular diseases [2]. The gene discussed is GLP1R; the disease is diabetes mellitus.