Numerous studies have shown that certain antihyperglycemic drugs can aid in weight loss in people with type 2 diabetes, including biguanides, alpha-glucosidase inhibitors, DPP-4 inhibitors, SGLT-2 inhibitors, and GLP-1 receptor agonists [5]. The gene discussed is GLP1R; the disease is type 2 diabetes mellitus.