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Study 2 of 6Efpeglenatide literatureDiabetes, obesity & metabolism · Meta-analysisHigh-impact journal2026

The Impact of GLP-1-Based Therapies on Cardiovascular Outcomes in Type 2 Diabetes: A Comprehensive Systematic Review and Network Meta-Analysis.

GLP-1-based therapies appear to have a favorable cardiovascular profile in adults with Type 2 diabetes, but not all comparisons showed statistically significant benefits.

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Where it sits

this study against the rest of the efpeglenatide corpus
0
Preclinical
4
Observational
0
Open-label
1
Randomised
1
Reviews · this one

Summary and findings

This study evaluated the cardiovascular outcomes of GLP-1-based therapies in adults with Type 2 diabetes mellitus (T2DM) through a systematic review and network meta-analysis. The analysis included 15 trials with a total of 97,173 participants. The findings suggested a reduction in all-cause mortality, cardiovascular mortality, and major adverse cardiovascular events (MACE) with GLP-1 therapies, although specific comparisons were not always statistically significant.

How much of this paper we could read: full text read (0.80). We had a clear abstract, so the summary below closely tracks the paper. What this means →
Not reported in abstract.2026

Abstract

The authors’ words, as Diabetes, obesity & metabolism supplied them

<h4>Aims</h4>To provide updated agent-level comparative estimates of GLP-1-based therapies for cardiovascular outcomes in adults with Type 2 diabetes mellitus (T2DM) using a hazard ratio (HR)-based systematic review and network meta-analysis (NMA).<h4>Methods</h4>PubMed, Cochrane Library and Scopus were searched through December 2025 for randomized controlled trials evaluating GLP-1-based therapies in adults with T2DM and reporting time-to-event cardiovascular outcomes. Pairwise meta-analyses and a frequentist random-effects NMA were performed for all-cause mortality, cardiovascular mortality, major adverse cardiovascular events (MACE), non-fatal myocardial infarction (MI) and non-fatal stroke.<h4>Results</h4>Fifteen trials involving 97,173 participants were included. In pairwise placebo-controlled analyses, GLP-1-based therapies significantly reduced all-cause mortality, cardiovascular mortality and MACE. In the NMA, mortality estimates for several agents favoured benefit, although most comparisons were not statistically significant. For MACE, efpeglenatide, albiglutide and injectable semaglutide showed the most favourable comparative profiles. Albiglutide reduced non-fatal MI versus placebo, whereas non-fatal stroke estimates were imprecise.<h4>Conclusions</h4>GLP-1-based therapies were associated with an overall favourable cardiovascular profile in T2DM. Pairwise analyses supported class-level benefit, whereas between-agent differences were more evident for MACE than for mortality outcomes in the NMA.

Background

Not reported in abstract.

Methods

Not reported in abstract.

Results

Not reported in abstract.

Interpretation

Not reported in abstract.

Limitations

Not reported in abstract.

Elsewhere in the Efpeglenatide corpus

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