SynthesisDiabetes, obesity & metabolism2026
Efficacy and safety of glucagon-like peptide 1 receptor agonists across all health outcomes in type 2 diabetes: An umbrella review and evidence map of randomised controlled trials.
Synthesis in Diabetes, obesity & metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 3 of them syntheses that pooled 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.
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.
Who cites it
5 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Glucagon-like peptide-1 receptor agonists reduce major adverse cardiovascular events and worsening heart failure in patients with heart failure: an umbrella meta-analysis.BMC endocrine disorders · 2026Pooled it
- Glucagon-like peptide-1 receptor agonists for prevention of heart failure events in type 2 diabetes and/or obesity.ESC heart failure · 2026 · on this mapPooled it
- Efficacy and safety of glucagon-like peptide 1 receptor agonists across all health outcomes in type 2 diabetes: An umbrella review and evidence map of randomised controlled trials.Diabetes, obesity & metabolism · 2026Pooled it
- Metabolic Modulation in Cancer Care: The Potential Role of Glucagon-Like Peptide-1 Receptor Agonists.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2026Review
- Cardio-Protective Effect of GLP-1 Agonists in OSA Patients: A Study of Cardiovascular Risk.Laryngoscope investigative otolaryngology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
aimGlucagon-like peptide 1 receptor agonists (GLP-1RAs) have been established as effective treatments for type 2 diabetes, offering benefits beyond glycaemic control; however, their associations across multiple health outcomes remain insufficiently assessed. Thus, we conducted an umbrella review of meta-analyses of randomised controlled trials (RCTs) to comprehensively evaluate the broad spectrum of their effects. MATERIALS AND
methodsWe conducted a systematic search of PubMed/MEDLINE, Embase, CINAHL, and Google Scholar through June 13, 2025, to identify meta-analyses of RCTs assessing the effects of GLP-1RAs on various health outcomes, including cardiovascular, renal, metabolic, oncologic, gastrointestinal and other domains. Effect sizes were recalculated using random-effects models and converted to equivalent odds ratios (eORs) with 95% confidence intervals (CIs) for consistency. The methodological quality of each review was assessed using the AMSTAR 2, and the certainty of evidence for each association was evaluated according to the Grading of Recommendations, Assessment, Development and Evaluation framework (high, moderate, low or very low certainty). We preregistered our study protocol with PROSPERO (CRD420251112823).
resultsAfter applying predefined inclusion and exclusion criteria, 17 studies comprising 432 RCTs were included, covering 65 unique outcomes across 6 clinical domains. GLP-1RAs use was associated with reduced risks of heart failure (eOR, 0.71 [95% CI, 0.64-0.79]; low certainty) and peripheral artery disease (0.75 [0.67-0.84]; low certainty). Drug-specific analyses exhibited protective effects of liraglutide (eOR, 0.86 [95% CI, 0.80-0.91]), albiglutide (0.65 [0.47-0.89]), and dulaglutide (0.78 [0.68-0.90]) for major cardiovascular events, myocardial infarction and stroke, respectively. Renal outcomes indicated that GLP-1RAs use was associated with reducing the risk of kidney-specific composite outcomes (eOR, 0.76 [95% CI, 0.66-0.87]; low certainty), including nephropathy (0.74 [0.61-0.92]; low certainty) and albuminuria (0.73 [0.55-0.97]; very low certainty). GLP-1RAs were also associated with reductions in body weight (eOR, 0.46 [95% CI, 0.36-0.60]; moderate certainty) and glycated haemoglobin A1c (0.83 [0.71-0.97]; high certainty), but no substantial association with cancer risk was found. Gastrointestinal adverse events, including nausea (9.62 [4.60-20.10]; high certainty), dyspepsia (4.85 [1.52-15.45]; moderate certainty), and constipation (3.39 [1.54-7.47]; high certainty), were consistently reported. GLP-1RAs use was associated with higher lumbar spine (eOR, 1.99 [95% CI, 1.38-2.85]; low certainty) and hip-neck bone mineral density (1.79 [1.08-2.98]; low certainty).
conclusionsIn this study, GLP-1RAs were associated with cardiovascular, renal, and metabolic benefits in type 2 diabetes without increasing cancer risk, though gastrointestinal adverse events were common. Our findings support the clinical use of GLP-1RAs, with attention to individual risk profiles and treatment tolerability.
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What Socratic holds
Registered trials
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.