Evidence map›Paper›PMID 43000411›Full record

ArticleDiabetology & metabolic syndrome2026

GLP-1 receptor agonists and cardiorenal outcomes in type 2 diabetes with CKD stages 2-4: a target trial emulation.

Yung-Chih Chen, Solomon Chih-Cheng Chen

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Article in Diabetology & metabolic syndrome, 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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5 · Who and what money

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2 authors.

Yung-Chih ChenDivision of Cardiology, Department of Internal Medicine, Taitung MacKay Memorial Hospital, Taitung, Taiwan.
Solomon Chih-Cheng ChenDepartment of Pediatrics, Ditmanson Medical Foundation Chia-Yi Christian Hospital, No. 539, Zhongxiao Rd., East Dist, Chiayi City, 600566, Taiwan. solomon.ccc@gmail.com.ORCID https://orcid.org/0000-0003-0031-6147

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6 · The paper itself

Abstract

backgroundPatients with type 2 diabetes mellitus (T2DM) and chronic kidney disease (CKD) face compounded cardiorenal risk. Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) have demonstrated cardiovascular and renal benefits in randomized trials, yet real-world evidence in populations with established CKD stages 2 through 4 remains limited. We aimed to compare cardiorenal outcomes between new users of GLP-1 RAs and dipeptidyl peptidase-4 inhibitors (DPP-4i) in this high-risk population.

methodsUsing the TriNetX Global Collaborative Network, we conducted a new-user, active-comparator cohort study emulating a target trial. Adults with T2DM and CKD stages 2-4 who initiated GLP-1 RA or DPP-4i between January 2017 and December 2021 were identified. After 1:1 propensity score matching on 40 covariates, 28,824 patients per group were retained. Three co-primary outcomes-MAKE, MACE, and all-cause mortality-were assessed at 1, 2, and 3 years from the same matched cohort. Secondary outcomes included a safety composite and hypoglycemia. Conjunctivitis served as a negative control outcome. Restricted mean survival time was calculated as a supplementary analysis.

resultsAt 3 years, GLP-1 RA initiation was associated with significantly lower risks of MAKE (hazard ratio [HR] 0.837; 95% confidence interval [CI] 0.796-0.880; P < .001), MACE (HR 0.875; 95% CI 0.843-0.909; P < .001), and all-cause mortality (HR 0.787; 95% CI 0.743-0.834; P < .001) compared with DPP-4i. These associations were evident at 1 year and persisted through 3 years. The safety composite favored GLP-1 RAs (HR 0.905; 95% CI 0.877-0.934; P < .001), with comparable hypoglycemia rates between groups. The negative control outcome yielded null results (HR 0.959; 95% CI 0.865-1.065; P = .436), supporting the validity of the study design.

conclusionsIn this large, propensity score-matched, international real-world cohort, GLP-1 RA initiation was associated with significantly lower risks of adverse kidney events, cardiovascular events, and mortality compared with DPP-4i in patients with T2DM and CKD stages 2 through 4. Benefits emerged early and persisted over 3 years, providing supportive evidence for GLP-1 RAs to a population underrepresented in randomized trials.

Indexed as

All-cause mortalityChronic kidney diseaseDPP-4 inhibitorsGLP-1 receptor agonistsMajor adverse cardiovascular eventsMajor adverse kidney eventsMetabolic syndromePropensity score matchingReal-world evidenceType 2 diabetes

Identifiers

PMID43000411
PMCPMC13746624

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