ReviewCureus2025
Mechanistic Insights Into the Cardioprotective Effects of Modern Glucose-Lowering Drugs in Type 2 Diabetes: A Systematic Review.
Review in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Type 2 diabetes mellitus (T2DM) is closely linked to increased cardiovascular risk through mechanisms involving oxidative stress, adverse cardiac remodeling, and endothelial dysfunction. While glucose-lowering therapies improve glycemic control, their mechanistic cardiovascular effects remain incompletely understood. A systematic review was conducted according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, with comprehensive searches performed in PubMed, Embase, Scopus, and the Cochrane Central Register of Controlled Trials through February 2025. Eligible studies included randomized controlled trials and prospective mechanistic investigations enrolling adults with T2DM, with or without established cardiovascular disease or heart failure. Mechanistic endpoints encompassed echocardiographic indices, cardiac magnetic resonance (CMR), vascular function, biomarkers of oxidative stress and inflammation, and metabolic parameters. Risk of bias was assessed using the Cochrane RoB 2 tool. A total of 449 records were identified, of which 127 were excluded, leaving nine studies for inclusion. Trials evaluating sodium-glucose cotransporter 2 (SGLT2) inhibitors consistently demonstrated improvements in left ventricular remodeling, oxidative stress markers, and functional capacity, with some studies showing preserved mitochondrial respiration and favorable shifts in hemodynamic parameters. Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) were associated with improvements in atrial strain, arterial stiffness, and diastolic function, albeit with modest effects on systolic performance. Dipeptidyl peptidase-4 (DPP-4) inhibitors showed evidence of plaque stabilization without a significant impact on overall plaque burden. Metformin, in long-term follow-up, did not significantly reduce cardiac stress biomarkers. Overall, most studies were at low risk of bias, though post-hoc analyses and open-label designs introduced some methodological concerns. Glucose-lowering therapies exert heterogeneous mechanistic cardiovascular effects in T2DM, with the most consistent cardioprotective signatures observed for SGLT2 inhibitors and, to a lesser extent, GLP-1 receptor agonists. These findings highlight distinct biological pathways through which antidiabetic therapies may confer cardiovascular benefit, underscoring the need for further mechanistic trials with standardized endpoints to bridge the gap between glycemic management and cardiovascular outcomes.
Indexed as
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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.