The relationship between GLP-1 RAs and heart failure remains complex, with some studies suggesting potential benefits (Margulies et al., 2016) and others showing neutral effects (Jorsal et al., 2017) [42,43]. The gene discussed is GLP1R; the disease is heart failure.