Our findings of a greater reduction in the risk of MACE with GLP1-RA or SGLT-2i treatment among patients with established cardiovascular disease are consistent with previous literature [7, 8] and support recent position statements of major diabetes medical societies [28, 29]. The gene discussed is GLP1R; the disease is cardiovascular disorder.