Novel agents such as finerenone provide cardiorenal benefits in patients with diabetes and chronic kidney disease, while glucagon-like peptide-1 receptor agonists show promise in preserved or mildly reduced ejection fraction, particularly with obesity. This evidence concerns the gene GLP1R and diabetes mellitus.