In addition, given that most non-clinical studies evaluating the anti-stroke effects of GLP-1RAs were performed in animal models of acute ischemic stroke, in which GLP-1 or its analogues were administered before, during, or after stroke induction, the mechanistic effects of GLP-1RAs in preventing stroke on the long-term need further investigation. The gene discussed is GCG; the disease is stroke disorder.