Observational studyCardiovascular diabetology2020
Add-on therapy in metformin-treated patients with type 2 diabetes at moderate cardiovascular risk: a nationwide study.
Observational study in Cardiovascular diabetology, 2020. The graph read 1 number from its abstract, feeding 3 cells of the map: it . Cited by 20 papers, 2 of them syntheses that pooled it.
What it found
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During follow-up, 623 (1.3%, range 0.8-2.1%) patients were hospitalised for HF-hazard ratios (HR) were 1.11 (95% CI 0.89-1.39) for GLP-1 RA, 0.84 (0.52-1.36) for SGLT-2 inhibitors, 0.98 (0.77-1.26) for SU and 1.54 (1.25-1.91) for insulin.
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Where it lands on the map
Rows are treatments, columns are outcomes. The coloured squares are the cells this paper feeds, coloured by the vote it casts there. Click one to jump to what this paper adds to it.
What it adds to each cell
For every cell the paper feeds: the belief in the claim with and without this paper, and this paper's estimate drawn against every other readable study in the cell. The ringed dot is this paper.
GLP-1 receptor agonists×glycemic control
No readable resultOpen on the map →What to test next →40 readable studies in this cell: 96 favour the treatment, 17 find no difference, 10 favour the comparator.
This paper's own estimate is on a different scale from the rest of the cell, so it is not drawn here.
Insulin×glycemic control
No readable resultOpen on the map →What to test next →40 readable studies in this cell: 15 favour the treatment, 14 find no difference, 14 favour the comparator.
This paper's own estimate is on a different scale from the rest of the cell, so it is not drawn here.
Sulfonylureas & glinides×glycemic control
No readable resultOpen on the map →What to test next →31 readable studies in this cell: 7 favour the treatment, 13 find no difference, 11 favour the comparator.
This paper's own estimate is on a different scale from the rest of the cell, so it is not drawn here.
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
20 citing papers in PubMed, 2 syntheses or guidelines pooled it, 49 citations in OpenAlex.
- RETRACTED: Cardiovascular and mortality outcomes of DPP-4 inhibitors vs. sulfonylureas as metformin add-on therapy in patients with type 2 diabetes: A systematic review and meta-analysis.PloS one · 2025 · on this mapPooled it
- Cardiovascular and renal outcomes with SGLT-2 inhibitors versus GLP-1 receptor agonists in patients with type 2 diabetes mellitus and chronic kidney disease: a systematic review and network meta-analysis.Cardiovascular diabetology · 2021Pooled it
- Prognostic impact of metformin in diabetic patients undergoing a percutaneous coronary intervention (PCI): protective effect is modified by procedural complexity.Cardiovascular diabetology · 2026 · on this mapObservational
- Real-world cardiovascular effectiveness of sustained glucagon-like peptide 1 GLP-1 receptor agonist usage in type 2 diabetes.Cardiovascular diabetology · 2025Article
- Type 2 diabetes, sodium-glucose cotransporter-2 inhibitors and cardiovascular outcomes: real world evidence versus a randomised clinical trial.Cardiovascular diabetology · 2025Article
- Comparative cardiovascular outcomes and safety of hypoglycemic drug classes in patients with type 2 diabetes and hypertension: a multicenter cohort analysis.Cardiovascular diabetology · 2025Article
- Metformin-based oral antihyperglycemic combination therapy and risk of dementia in patients with newly diagnosed type 2 diabetes: A population-based study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- Medication time of metformin and sulfonylureas and incidence of cardiovascular diseases and mortality in type 2 diabetes: a pooled cohort analysis.Scientific reports · 2025Article
- Assessment of cardiovascular event reduction with SGLT2 inhibitors compared to GLP-1 receptor agonists in type 2 diabetes mellitus.Bioinformation · 2025Article
- Cardiovascular Events and Heart Failure in Patients With Type 2 Diabetes Treated With Dipeptidyl Peptidase-4 Inhibitors: A Meta-Analysis.Current therapeutic research, clinical and experimental · 2025Review
- Comparative Effectiveness of Second-Line Antihyperglycemic Agents for Cardiovascular Outcomes: A Multinational, Federated Analysis of LEGEND-T2DM.Journal of the American College of Cardiology · 2024Article
- Review
- Dipeptidyl peptidase-4 inhibitors versus sulfonylureas on the top of metformin in patients with diabetes and acute myocardial infarction.Cardiovascular diagnosis and therapy · 2024Article
- Influence of early use of sodium-glucose transport protein 2 inhibitors, glucagon-like peptide-1 receptor agonists and dipeptidyl peptidase-4 inhibitors on the legacy effect of hyperglycemia.Frontiers in endocrinology · 2024Article
- Primary Occurrence of Cardiovascular Events After Adding Sodium-Glucose Cotransporter-2 Inhibitors or Glucagon-like Peptide-1 Receptor Agonists Compared With Dipeptidyl Peptidase-4 Inhibitors: A Cohort Study in Veterans With Diabetes.Annals of internal medicine · 2023Article
- The function, mechanisms, and clinical applications of metformin: potential drug, unlimited potentials.Archives of pharmacal research · 2023Review
- Time-resolved trajectory of glucose lowering medications and cardiovascular outcomes in type 2 diabetes: a recurrent neural network analysis.Cardiovascular diabetology · 2022Article
- Is Time-Restricted Eating Safe in the Treatment of Type 2 Diabetes?-A Review of Intervention Studies.Nutrients · 2022Review
- Effect of Add-On Therapy of Sodium-Glucose Cotransporter 2 Inhibitors and Dipeptidyl Peptidase 4 Inhibitors on Adipokines in Type 2 Diabetes Mellitus.Journal of clinical medicine research · 2021Article
- From glucose lowering agents to disease/diabetes modifying drugs: a "SIMPLE" approach for the treatment of type 2 diabetes.Cardiovascular diabetology · 2021Review
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 at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The marked sentences are the ones the graph read a number from.
backgroundIn randomised clinical trials, glucagon-like peptide-1 receptor agonists (GLP-1 RAs) and sodium-glucose cotransporter 2 (SGLT-2) inhibitors reduced cardiovascular events in patients with type 2 diabetes (T2D) at high cardiovascular risk, as compared to standard care. However, data comparing these agents in patients with T2D who are at moderate risk is sparse.
methodsFrom Danish national registries, we included patients with T2D previously on metformin monotherapy, who started an additional glucose-lowering agent [GLP-1 RA, SGLT-2 inhibitor, dipeptidyl peptidase-4 (DPP-4) inhibitor, sulfonylurea (SU), or insulin] in the period 2010-2016. Patients with a history of cardiovascular events [heart failure (HF), myocardial infarction (MI) or stroke] were excluded. Patients were followed for up to 2 years. Cause-specific adjusted Cox regression models were used to compare the risk of hospitalisation for HF, a composite endpoint of major adverse cardiovascular events (MACE) (MI, stroke or cardiovascular death), and all-cause mortality for each add-on therapy. Patients who initiated DPP-4 inhibitors were used as reference.
resultsThe study included 46,986 T2D patients with a median age of 61 years and of which 59% were male. The median duration of metformin monotherapy prior to study inclusion was 5.3 years. Add-on therapy was distributed as follows: 13,148 (28%) GLP-1 RAs, 2343 (5%) SGLT-2 inhibitors, 15,426 (33%) DPP-4 inhibitors, 8917 (19%) SUs, and 7152 (15%) insulin. During follow-up, 623 (1.3%, range 0.8-2.1%) patients were hospitalised for HF-hazard ratios (HR) were 1.11 (95% CI 0.89-1.39) for GLP-1 RA, 0.84 (0.52-1.36) for SGLT-2 inhibitors, 0.98 (0.77-1.26) for SU and 1.54 (1.25-1.91) for insulin. The composite MACE endpoint occurred in 1196 (2.5%, range 1.5-3.6%) patients, yielding HRs of 0.82 (0.69-0.97) for GLP-1 RAs, 0.79 (0.56-1.12) for SGLT-2 inhibitors, 1.22 (1.03-1.49) for SU and 1.23 (1.07-1.47) for insulin. 1865 (3.9%, range 1.9-9.0%) died from any cause during follow-up. HRs for all-cause mortality were 0.91 (0.78-1.05) for GLP-1 RAs, 0.79 (0.58-1.07) for SGLT-2 inhibitors, 1.13 (0.99-1.31) for SU and 2.33 (2.08-2.61) for insulin.
conclusionIn a nationwide cohort of metformin-treated T2D patients and no history of cardiovascular events, the addition of either GLP-1 RA or SGLT-2 inhibitor to metformin treatment was associated with a similar risk of hospitalisation for HF and death, and a lower risk of MACE for GLP-1 RA when compared with add-on DPP-4 inhibitors. By contrast, initiation of treatment with SU and insulin were associated with a higher risk of MACE. Additionally, insulin was associated with an increased risk of all-cause mortality and hospitalisation for HF.
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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 Socratic graph.