ArticleDiabetes care2023
Comparative Cardiovascular Effectiveness and Safety of SGLT-2 Inhibitors, GLP-1 Receptor Agonists, and DPP-4 Inhibitors According to Frailty in Type 2 Diabetes.
Article in Diabetes care, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers, 4 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
56 citing papers in PubMed, 4 syntheses or guidelines pooled it, 69 citations in OpenAlex.
- Treatment outcomes and safety profile of SGLT2 inhibitors versus GLP-1 agonists in type 2 diabetes mellitus : Systematic review of real-world observational studies.Wiener medizinische Wochenschrift (1946) · 2026Pooled it
- Comparative effectiveness and safety of sodium-glucose cotransporter 2 inhibitors vs glucagon-like peptide 1 receptor agonists in elderly patients with type 2 diabetes mellitus: a meta-analysis.Frontiers in endocrinology · 2025Pooled it
- Effects of sodium-glucose cotransporter 2 inhibitors on cardiovascular and cerebrovascular diseases: a meta-analysis of controlled clinical trials.Frontiers in endocrinology · 2024Pooled it
- Long-term effects of different hypoglycemic drugs on carotid intima-media thickness progression: a systematic review and network meta-analysis.Frontiers in endocrinology · 2024Pooled it
- Efficacy and safety of polyethylene glycol loxenatide in treating mild-to-moderate diabetic kidney disease in type 2 diabetes patients: a randomized, open-label, clinical trial.Frontiers in endocrinology · 2024Trial
- Combination cardiometabolic therapy in type 2 diabetes: optimizing SGLT2 inhibitor and GLP‑1 receptor agonist use.Current atherosclerosis reports · 2026Review
- GLP-1 Receptor Agonists in the Rehabilitation of Patients with Heart Failure: Mechanisms, Clinical Evidence, and Future Perspectives.Nutrients · 2026Review
- Evidence on SGLT2 Inhibitors' Efficacy in Older and Frail Patients.Journal of clinical medicine · 2026Review
- SGLT2 inhibitors, GLP-1 RAs, and DPP4 inhibitors and the risk of hypomagnesemia in type 2 diabetes: A target trial emulation.PLoS medicine · 2026Article
- Gout-Related Medication Use After Initiating Sodium-Glucose Cotransporter 2 Inhibitors in Patients With Gout and Type 2 Diabetes: Population-Based Target Trial Emulation Studies.Diabetes care · 2026Article
- Cardiovascular effectiveness and safety of SGLT2 inhibitors vs DPP4 inhibitors by dementia status: a cohort study of older adults with diabetes.Diabetologia · 2026Article
- Demographic Mix of Care Homes and Personalised Use of SGLT-2 Inhibitors and GLP-1RAs in Residents with Type 2 Diabetes Mellitus.Journal of personalized medicine · 2026Review
- SGLT2 inhibitors in frailty: a review of current evidence, and clinical recommendations.The British journal of cardiology · 2026Article
- Frailty-Informed Deprescribing of Glucose-Lowering Therapy in Older Adults with Type 2 Diabetes: A Pragmatic Clinical Framework.Clinical interventions in aging · 2026Article
- Impact of hypoglycemic regimens on cardiac recovery and quality of life after PCI in elderly AMI patients.Frontiers in cardiovascular medicine · 2026Article
- Risk management of cardiovascular disease in older patients with diabetes.Hypertension research : official journal of the Japanese Society of Hypertension · 2025Review
- The use of SGLT2 inhibitors in older people: What is important?Aging clinical and experimental research · 2025Review
- Glucose-Lowering Medication Classes and Cardiovascular Outcomes in Patients With Type 2 Diabetes.JAMA network open · 2025 · on this mapArticle
- [Frailty and pharmacotherapy].Innere Medizin (Heidelberg, Germany) · 2025Review
- Comparative cardiovascular outcomes and safety of hypoglycemic drug classes in patients with type 2 diabetes and hypertension: a multicenter cohort analysis.Cardiovascular diabetology · 2025Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
objectiveTo evaluate the comparative cardiovascular effectiveness and safety of sodium-glucose cotransporter 2 inhibitors (SGLT-2is), glucagon-like peptide 1 receptor agonists (GLP-1RAs), and dipeptidyl peptidase 4 inhibitors (DPP-4is) in older adults with type 2 diabetes (T2D) across different frailty strata. RESEARCH DESIGN AND
methodsWe performed three 1:1 propensity score-matched cohort studies, each stratified by three frailty strata, using data from Medicare beneficiaries (2013-2019) with T2D who initiated SGLT-2is, GLP-1RAs, or DPP-4is. In time-to-event analyses, we assessed the primary cardiovascular effectiveness composite outcome of acute myocardial infarction, ischemic stroke, hospitalization for heart failure, and all-cause mortality. The primary safety outcome was a composite of severe adverse events that have been linked to SGLT-2i or GLP-1RA use.
resultsCompared with DPP-4is, the overall hazard ratio (HR) for the primary effectiveness outcome associated with SGLT-2is (n = 120,202 matched pairs) was 0.72 (95% CI 0.69-0.75), corresponding to an incidence rate difference (IRD) of -13.35 (95% CI -15.06 to -11.64). IRD ranged from -6.74 (95% CI -8.61 to -4.87) in nonfrail to -27.24 (95% CI -41.64 to -12.84) in frail people (P for interaction < 0.01). Consistent benefits were observed for GLP-1RAs compared with DPP-4is (n = 113,864), with an overall HR of 0.74 (95% CI 0.71-0.77) and an IRD of -15.49 (95% CI -17.46 to -13.52). IRD in the lowest frailty stratum was -7.02 (95% CI -9.23 to -4.81) and -25.88 (95% CI -38.30 to -13.46) in the highest (P for interaction < 0.01). Results for SGLT-2is versus GLP-1RAs (n = 89,865) were comparable. Severe adverse events were not more frequent with SGLT-2is or GLP-1RAs than DPP-4is.
conclusionsSGLT-2is and GLP-1RAs safely improved cardiovascular outcomes and all-cause mortality, with the largest absolute benefits among frail people.
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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 OpenQuestion graph.