ArticleClinical research in cardiology : official journal of the German Cardiac Society2026
Impact of glp-1 receptor agonists on hospitalization for heart failure and all-cause death in patients with diabetes with and without heart failure: a real-world study.
Article in Clinical research in cardiology : official journal of the German Cardiac Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveEvidence on the impact of GLP-1 RAs on HF hospitalization (HHF) and mortality has been inconsistent across clinical trials in patients with diabetes. We investigated the association between GLP-1 RAs and these outcomes in a real-world setting.
methodsWe selected individuals aged 45 years and older already treated with metformin living in Lombardy, Italy, and then split them into two groups if they initiated GLP-1 RAs or other antidiabetic drugs, between 2019 and 2021. A multivariable Cox proportional hazard regression model was performed to assess the association of GLP-1 RAs on HHF and all-cause death as hazard ratios (HRs) with 95% CI compared to the Other ADs group, stratifying by history of HF. The role of GLP-1 RAs was also investigated using the Inverse Probability Treatment Weighting (IPTW) and in the subgroup analyses.
resultsIn total, 9795 patients in the GLP-1 RAs group (302 with HF; 9493 without) and 6018 in the Other ADs group (405 with HF; 5613 without) were included in the analysis. GLP-1 RAs use was significantly associated with a lower risk of HHF in patients with a history of HF (HR 0.65; CI 95% 0.426-0.987) and in those without (HR 0.52; CI 95% 0.371-0.733). A lower risk for all-cause death was also observed in GLP-1 RAs users (with HF: HR 0.45; CI 95% 0.320-0.638; without HF: HR 0.44; CI 95% 0.383-0.514). The results of the IPTW and subgroup analyses confirmed those of the main analysis.
conclusionOur findings showed a benefit of GLP-1 RAs on HHF and all-cause death in patients with diabetes regardless of HF history. Although, our study presents several limitations, if confirmed through dedicated randomized trial, this could further expand the role of GLP-1RAs in cardiovascular prevention".
Indexed as
Identifiers
40358690What 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.