Observational studyNature communications2026
Cardiovascular outcome of glucagon-like peptide-1 receptor agonists vs dipeptidyl peptidase-4 inhibitor on end-stage kidney disease patients with heart failure: an emulated target trial in patients with diabetes.
Observational study in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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9 authors.
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Abstract
Patients with end-stage kidney disease (ESKD) receiving maintenance dialysis have a high burden of heart failure (HF), with cardiovascular disease the leading cause of death, yet are largely excluded from randomized trials. Using the TriNetX federated electronic health record network, we emulate a target trial comparing initiation of glucagon-like peptide-1 receptor agonists (GLP-1RAs) versus dipeptidyl peptidase-4 inhibitors (DPP-4is) in diabetic ESKD patients with HF, undergoing maintenance dialysis. We identify a primary ESKD-HF population and a confirmatory dialysis-dependence-coded HF subset, and apply a new-user, active-comparator design and use propensity score matching to balance baseline characteristics. In the primary ESKD-HF population, GLP-1RAs use is associated with a lower risk of the primary composite ischemic cardiovascular events plus HF exacerbations, than DPP-4i initiation (31.7% vs. 41.4%; HR 0.72[0.64-0.82], P < 0.0001), with concordance reductions in ischemic events (HR 0.74), HF exacerbations (HR 0.76), all-cause mortality (HR 0.68), and a death-inclusive composite (HR 0.72). Results are consistent in multivariable models, across prespecified subgroups, and in extensive sensitivity analyses, and are corroborated in the confirmatory dialysis-dependence-coded HF subset HR (0.71[0.60-0.85]). These findings provide real-world evidence suggesting GLP-1RAs may improve cardiovascular outcomes in dialysis-dependent diabetic ESKD with HF and support prospective randomized evaluation.
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