Evidence map›Paper›PMID 42464447›Full record

ArticleBritish journal of clinical pharmacology2026

Semaglutide vs. liraglutide and incidence of diabetes and cardiovascular disease: A target trial emulation using real-world data.

Ethan J Cannon, Wendy Wang, Faye L Norby, Rob F Walker, Shalini Kulasingam, Lisa S Chow, Joel F Farley, Pamela L Lutsey

Abstract readComparative Study
In one paragraph

Article in British journal of clinical pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Ethan J CannonDivision of Epidemiology & Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA.ORCID https://orcid.org/0009-0001-1715-9152
Wendy WangDepartment of Epidemiology, Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas, USA.
Faye L NorbyDivision of Epidemiology & Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA.
Rob F WalkerDivision of Epidemiology & Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA.
Shalini KulasingamDepartment of Tropical Medicine and Infectious Diseases, Tulane University Celia Weatherhead School of Public Health, New Orleans, Louisiana, USA.
Lisa S ChowDivision of Diabetes, Endocrinology and Metabolism, Department of Medicine, University of Minnesota Medical School, Minneapolis, Minnesota, USA.ORCID https://orcid.org/0000-0002-6210-2307
Joel F FarleyDepartment of Pharmaceutical Care & Health Systems, University of Minnesota College of Pharmacy, Minneapolis, Minnesota, USA.
Pamela L LutseyDivision of Epidemiology & Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA.

Funding

University of Minnesota Clinical and Translational Science Institute (UMN CTSI)UM1TR004405 · NCATS · UNIVERSITY OF MINNESOTA · PI Bruce R Blazar, Damien A Fair · 2023 to 2026
$30.8M
Cardiovascular Disease Epidemiology &Prevention TrngT32HL007779 · NHLBI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI PAMELA L. Lutsey, JAMES S PANKOW · 1994 to 2026
$9.3M
Mentoring and Research in Patient-Oriented Cardiovascular PharmacoepidemiologyK24HL159246 · NHLBI · UNIVERSITY OF MINNESOTA · PI PAMELA L. Lutsey · 2021 to 2026
$644k
American Heart Association 25GLP1450320NCATS NIH HHS UM1 TR004405NHLBI NIH HHS K24 HL159246NHLBI NIH HHS T32 HL007779NIH Clinical and Translational Science UM1TR004405NIH/NHLBI K24 HL159246NIH/NHLBI T32 HL007779
6 · The paper itself

Abstract

aimsThe glucagon-like peptide-1 receptor agonists (GLP-1 RAs) semaglutide and liraglutide are approved for chronic weight management. Both drugs also have favourable effects on the risk of developing diabetes and cardiovascular disease (CVD) compared with placebo, but their comparative effectiveness for these outcomes is unclear.

methodsWe employed an active comparator, new user design to emulate a target trial using data from MarketScan claims databases. Enrolees free of diabetes and CVD prescribed semaglutide or liraglutide during 2021-2023 were matched 1:1. Primary endpoints included incident diabetes and CVD (myocardial infarction, heart failure or stroke). We used Cox regression adjusted for a propensity score reflective of comorbidities and medication use.

resultsWe matched 57 456 GLP-1 RA users (mean age 45; 83% female). Over 1-year mean follow-up, we observed 1104 diabetes events and 57 CVD events. After regression adjustment, semaglutide users had 12% lower risk of diabetes (hazard ratio [HR]: 0.88; 95% CI: 0.78, 0.99). For this endpoint, the proportional hazards assumption was violated (p < .0001), so results were stratified by follow-up time. During the first 6 months of follow-up, semaglutide use was not associated with risk of diabetes compared with liraglutide use (HR: 0.99 [0.82-1.18]), but a significant association was present thereafter (HR: 0.80 [0.68, 0.94]). We did not detect a difference in risk of CVD events (HR: 1.25 [0.74-2.11]).

conclusionsIn this real-world study, semaglutide users had lower risk of incident diabetes compared with liraglutide users. Additional research is needed to elucidate comparative effectiveness of these drugs for cardiovascular risk.

Indexed as

Cardiovascular DiseasesDiabetes MellitusDiabetes Mellitus, Type 2Glucagon-Like PeptidesHypoglycemic AgentsLiraglutideAdultAgedFemaleGlucagon-Like Peptide-1 Receptor AgonistsHumansIncidenceMaleMiddle AgedSemaglutideGlucagon-Like Peptide-1 Receptor AgonistsGlucagon-Like PeptidesHypoglycemic AgentsLiraglutideSemaglutidecardiologycardiovasculardiabetesendocrinologyepidemiologynutritionobesitypharmacoepidemiologypublic health

Identifiers

PMID42464447
PMCPMC13714616

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.