After finding eligible studies assessing the impact of GLP‐1 RAs on cardiovascular events in patients with and without diabetes using a systematic search, we performed a meta‐analysis on randomized‐controlled trials (RCTs) comparing cardiovascular outcomes between patients taking GLP‐1 RAs and placebo stratified by the presence or absence of diabetes. The gene discussed is GLP1R; the disease is diabetes mellitus.