Evidence map›Paper›PMID 41825483›Full record

ArticleESC heart failure2026

Genetic evidence for GLP1R agonists in non-ischaemic heart failure.

Nhu Ngoc Le, Dipender Gill, Sandosh Padmanabhan

Abstract read
In one paragraph

Article in ESC heart failure, 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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0citing papers in PubMed
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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

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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

3 authors.

Nhu Ngoc LeBHF Cardiovascular Research Centre, School of Cardiovascular & Metabolic Health, University of Glasgow, 126 University Place, Glasgow G12 8TA, UK.ORCID 0000-0002-9373-8404
Dipender GillDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London W2 1PG, UK.ORCID 0000-0001-7312-7078
Sandosh PadmanabhanBHF Cardiovascular Research Centre, School of Cardiovascular & Metabolic Health, University of Glasgow, 126 University Place, Glasgow G12 8TA, UK.ORCID 0000-0003-3869-5808

Funding

British Heart Foundation Centre of Excellence RE/18/6/34217Pontecorvo Chair of Pharmacogenomics endowmentUnited Kingdom Research and Innovation Strength in Places Fund SIPF00007/1
6 · The paper itself

Abstract

backgroundGlucagon-like peptide-1 receptor (GLP1R) agonists reduce cardiovascular events in patients with obesity and diabetes, and recent trials demonstrate symptomatic and functional benefits in heart failure with preserved ejection fraction (HFpEF). Whether these benefits reflect glycaemic control, weight reduction, or additional mechanisms remains uncertain.

methodsWe performed drug-target Mendelian randomization (MR) using genetic variants in the GLP1R-locus to proxy GLP1R activation. MR estimates for GLP1R agonism were scaled to per 0.1 log-odds lower liability to type 2 diabetes (T2DM) and compared with general type 2 diabetes (T2DM) or body mass index (BMI) lowering effects. Summary statistics were obtained from the largest available GWAS of HF, non-ischaemic HF (ni-HF), ni-HFpEF, ni-HFrEF, and atrial fibrillation (AF). Primary inverse-variance weighted analysis was adjusted for multiple testing and validated via weighted median and MR-Egger sensitivity analyses.

resultsGenetically proxied GLP1R activation was associated with lower risk of overall HF [OR 0.96 (95% CI 0.95-0.98), P & .0002], ni-HF [0.94 (0.91-0.96), P & .0001], and ni-HFpEF [0.82 (0.74-0.90), P & .0001] per 0.1 log-odds lower T2DM liability. The GLP1R-proxied effects were greater than those expected from glycaemic lowering alone and were of comparable magnitude to those from BMI reduction. Associations for ni-HFrEF were directionally adverse but not significant. AF showed a nominal, exploratory association consistent with BMI lowering and driven by a single cis-BMI variant.

conclusionsThis study provides genetic support for a protective association between GLP1R activation and HF, particularly ni-HFpEF, with effects beyond glycaemia. The magnitude and subtype specificity are consistent with contemporary trial evidence and support further evaluation of GLP1R agonism in cardio-metabolic HFpEF.

Indexed as

DNAGlucagon-Like Peptide-1 ReceptorGlucagon-Like Peptide-1 Receptor AgonistsHeart FailureStroke VolumeDiabetes Mellitus, Type 2Genome-Wide Association StudyHumansMendelian Randomization AnalysisDNAGLP1R protein, humanGlucagon-Like Peptide-1 ReceptorGlucagon-Like Peptide-1 Receptor AgonistsBMIDrug-target Mendelian randomizationGLP1RAGlycemiaHFpEFNon-ischaemic heart failure

Identifiers

PMID41825483
PMCPMC13043000

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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.