Evidence mapPaperPMID 39788759Full record

ArticleBMJ open2025

Cardiovascular risk associated with glucagon-like peptide-1 receptor agonists versus other conventional glucose-lowering drugs in patients with type-2 diabetes: protocol for a nationwide observational comparative study in routine care.

Nicolas Danchin, Gilles Lemesle, Mikael Mazighi, Kamel Mohammedi, Francois Schiele, Igor Sibon, Alexandre Caron, Corinne Emery, Camille Nevoret, Lucile Vigié and 3 more

Abstract readComparative Study
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Nicolas DanchinDepartment of Cardiology, Hôpital Paris St Joseph and Hôpital Européen Georges-Pompidou, APHP, Paris, France.
Gilles LemesleHeart and Lung Institute, Lille University Hospital, University of Lille, Lille, France.
Mikael MazighiDepartment of Neurology, Hôpital Lariboisière, Paris, France.
Kamel MohammediNeurology and Neuro-Vascular Unit, CHU de Bordeaux, Bordeaux, France.
Francois SchieleCardiology and Vascular Diseases, CHU de Besançon Hôpital Jean Minjoz, Besancon, France.
Igor SibonNeurology and Neuro-Vascular Unit, CHU de Bordeaux, Bordeaux, France.
Alexandre CaronCEMKA, Bourg-La-Reine, France alexandre.caron@cemka.fr.ORCID http://orcid.org/0000-0002-9872-0633
Corinne EmeryCEMKA, Bourg-La-Reine, France.
Camille NevoretCEMKA, Bourg-La-Reine, France.
Lucile VigiéNovo Nordisk, Puteaux, France.
Christine MassienNovo Nordisk, Puteaux, France.
Bruno DetournayCEMKA, Bourg-La-Reine, France.ORCID http://orcid.org/0000-0001-7843-4608
Laurent FauchierCardiologie, Trousseau Hospital, Chambray-les-Tours, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionSeveral cardiovascular outcome trials have been conducted to assess the cardiovascular safety and efficacy of glucagon-like peptide-1 receptor agonists (GLP1-RAs) on cardiorenal outcomes in patients with type-2 diabetes (T2D). However, the strict requirements of randomised controlled trials to avoid most confounding factors are at the expense of external validity. Using national real-world data, we aimed to evaluate the effectiveness of GLP-1RAs in association with metformin especially on cardiovascular events, hospitalisation for heart failure and all-cause death in comparison with other diabetes treatment schemes using dipeptidyl peptidase IV inhibitors, sulfonylureas/glinides or insulin also associated with metformin. Sodium-glucose transport protein 2 inhibitors (SGLT-2i) will be excluded as comparators, as this class of oral hypoglycaemic agents just started in 2020 to be marketed in France. METHODS AND ANALYSIS: The Système National des Données de Santé is a comprehensive nationwide administrative healthcare database in France that covers approximately 67 million people.Several cohorts of adult patients with T2D initiating any GLP1-RA in dual or triple therapies, as recommended by the French Health authorities, will be identified in this database over the period 2016-2021. These cohorts will be defined by the combination of glucose-lowering drugs prescribed simultaneously with GLP1-RA and diabetes treatment received over a 6-month period before GLP1-RA initiation. They will be first matched with T2D controls (1:3 ratio) based on the year of drug initiation and treatment regimens before and simultaneously with GLP1-RA in the different selected cohorts. Comparative analyses will be conducted versus these control groups, adjusting for cardiovascular event history and a propensity score considering age, sex, area of residence, deprivation index, comorbidities, duration of diabetes, use of lipid-lowering drugs, anticoagulants, antiplatelet therapies and blood pressure-lowering therapies. Comparative analyses will be conducted versus these control groups, using a high-dimensional propensity scores method and fixed baseline characteristics. Treatment effects on the different outcomes measured will be estimated for each GLP1-RA group, through HR and their corresponding CIs (95% CI) using Cox regressions and/or competitive risk regressions when necessary. ETHICS AND DISSEMINATION: The study has been approved by an independent ethics committee (Comité éthique et scientifique pour les recherches, les études et les évaluations dans le domaine de la santé, Paris, France; reference: 8699786, dated 2 June 2022) and has been registered with the French National Data Protection Commission (Commission Nationale de l'Informatique et des Libertés, Paris, France; reference: 922161, dated 26 June 2022). The findings of this study will be published in peer-reviewed scientific journals and presented at international conferences. TRIAL REGISTRATION NUMBER: F20220803152803.

Indexed as

Cardiovascular DiseasesDiabetes Mellitus, Type 2Glucagon-Like Peptide-1 ReceptorHypoglycemic AgentsDipeptidyl-Peptidase IV InhibitorsDrug Therapy, CombinationFemaleFranceGlucagon-Like Peptide-1 Receptor AgonistsHeart Disease Risk FactorsHumansMaleMetforminObservational Studies as TopicResearch DesignSulfonylurea CompoundsDipeptidyl-Peptidase IV InhibitorsGlucagon-Like Peptide-1 ReceptorGlucagon-Like Peptide-1 Receptor AgonistsHypoglycemic AgentsMetforminSulfonylurea CompoundsDIABETES & ENDOCRINOLOGYGeneral diabetesObservational Study

Identifiers

PMID39788759
PMCPMC11751855

What Socratic holds

Texttitle and abstract
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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 Socratic graph.