In contrast, we found limited evidence for heterogeneity in other clinical outcomes, with overall equipoise between the two therapies for new-onset MACE and a clear overall benefit with SGLT2i over GLP1-RA for new-onset heart failure and adverse kidney outcomes independent of differences in glycaemic efficacy (differences which themselves reflect differences in the clinical characteristics of individual patients). This evidence concerns the gene GLP1R and heart failure.