This case suggests that the use of tirzepatide can provoke severe hypoglycemia episodes in patients with insulinoma and highlights the importance of including insulinoma as a differential diagnosis for hypoglycemia in patients taking incretin-based therapy. The gene discussed is GCG; the disease is Hypoglycemia.