Antidiabetic drugs such as metformin, acarbose, thiazolidinediones (TZDs), GLP-1 RAs, and dipeptidyl peptidase-4 (DPP-4) inhibitors work in a glucose-dependent manner and generally have a low risk of hypoglycemia. The gene discussed is DPP4; the disease is Hypoglycemia.