Observational studyThe New England journal of medicine2018
Risk Factors, Mortality, and Cardiovascular Outcomes in Patients with Type 2 Diabetes.
Observational study in The New England journal of medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06108388 (Functional Investigation of Endothelial Function and Regenerative Cell Exhaustion in Type 2 Diabetes), which is not on this map. Cited by 684 papers, 8 of them syntheses that pooled it.
What it found
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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.
Functional Investigation of Endothelial Function and Regenerative Cell Exhaustion in Type 2 Diabetes
Who cites it
684 citing papers in PubMed, 8 syntheses or guidelines pooled it, 1,396 citations in OpenAlex.
- Network and Pairwise Meta-Analysis of the Association Between Novel Hypoglycemic Agents and Atrial Fibrillation Risk in Patients With Type 2 Diabetes Mellitus.Diabetes/metabolism research and reviews · 2026Pooled it
- 10. Cardiovascular Disease and Risk Management: Standards of Care in Diabetes-2026.Diabetes care · 2026Guideline
- The efficacy and safety of Chaihu guizhi ganjiang tang for type 2 diabetes mellitus: a systematic review and meta-analysis.Frontiers in pharmacology · 2026Pooled it
- Cardiovascular risk reduction with glucagon-like peptide-1 receptor agonists is proportional to HbA1c lowering in type 2 diabetes: An updated meta-regression analysis incorporating FLOW and SOUL trials.Diabetes, obesity & metabolism · 2025Pooled it
- Clinical features modifying the cardiovascular benefits of GLP-1 receptor agonists: a systematic review and meta-analysis.European heart journal. Cardiovascular pharmacotherapy · 2025Pooled it
- Heat as a prognostic factor for the development and progression of diabetes: a systematic review and meta-analysis.The Cochrane database of systematic reviews · 2025Pooled it
- Pooled it
- Overcoming Missing Data: Accurately Predicting Cardiovascular Risk in Type 2 Diabetes, A Systematic Review.Journal of diabetes · 2025Pooled it
- Acute mild cold exposure with shivering reduces 24 h glucose levels in individuals with type 2 diabetes but not prediabetes.Diabetologia · 2026Trial
- Dapagliflozin reduces epicardial adipose tissue in patients with heart failure and type 2 diabetes.Diabetes, obesity & metabolism · 2025Trial
- Differences in Prevalence and Incidence of Electrocardiogram Abnormalities and Cardiovascular Autonomic Neuropathy Among Randomized Glucose-Lowering Treatments in Early Type 2 Diabetes: The Glycemia Reduction Approaches in Diabetes (GRADE) Cohort.Diabetes care · 2025 · on this mapTrial
- Use of an insulin titration protocol based on continuous glucose monitoring in postoperative cardiac surgery patients with type 2 diabetes and prediabetes: a randomized controlled trial.Cardiovascular diabetology · 2025Trial
- Berberine Ursodeoxycholate for the Treatment of Type 2 Diabetes: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Impact of baseline FIB-4 score on efpeglenatide benefits on cardiovascular outcomes in people with type 2 diabetes: a participant-level exploratory analysis of the AMPLITUDE-O trial.Cardiovascular diabetology · 2024Trial
- Incidence and independent risk factors for heart failure in a population-based cohort of 19,892 individuals with newly diagnosed diabetes.Diabetologia · 2026Article
- Clinical Outcomes for Newly Diagnosed Diabetes Patients in Korea: A National Health Insurance Data.Diabetes, obesity & metabolism · 2026Article
- Metabolic Risk Predictors Associated With the Onset of Vascular Complications Among Patients With Type 2 Diabetes in Zambia: A Retrospective Statistical Modeling Study.Health science reports · 2026Article
- Cardiorenal Outcomes of Empagliflozin Versus Dapagliflozin in Secondary Prevention Among Patients With Type 2 Diabetes and Atherosclerotic Cardiovascular Disease: A Nationwide Cohort Study.Diabetes, obesity & metabolism · 2026Article
- Real-time continuous glucose monitoring related to reductions in inpatient and emergency department encounters and their associated costs among non-insulin-treated people with type 2 diabetes.Journal of managed care & specialty pharmacy · 2026Article
- Multidomain Cardiorenal-Metabolic Abnormalities Despite HbA1c <7% in Type 2 Diabetes: A Real-World Observational Study.Diseases (Basel, Switzerland) · 2026Article
624 more citing papers are in PubMed but not listed here.
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Authors and funding
11 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPatients with diabetes are at higher risk for death and cardiovascular outcomes than the general population. We investigated whether the excess risk of death and cardiovascular events among patients with type 2 diabetes could be reduced or eliminated.
methodsIn a cohort study, we included 271,174 patients with type 2 diabetes who were registered in the Swedish National Diabetes Register and matched them with 1,355,870 controls on the basis of age, sex, and county. We assessed patients with diabetes according to age categories and according to the presence of five risk factors (elevated glycated hemoglobin level, elevated low-density lipoprotein cholesterol level, albuminuria, smoking, and elevated blood pressure). Cox regression was used to study the excess risk of outcomes (death, acute myocardial infarction, stroke, and hospitalization for heart failure) associated with smoking and the number of variables outside target ranges. We also examined the relationship between various risk factors and cardiovascular outcomes.
resultsThe median follow-up among all the study participants was 5.7 years, during which 175,345 deaths occurred. Among patients with type 2 diabetes, the excess risk of outcomes decreased stepwise for each risk-factor variable within the target range. Among patients with diabetes who had all five variables within target ranges, the hazard ratio for death from any cause, as compared with controls, was 1.06 (95% confidence interval [CI], 1.00 to 1.12), the hazard ratio for acute myocardial infarction was 0.84 (95% CI, 0.75 to 0.93), and the hazard ratio for stroke was 0.95 (95% CI, 0.84 to 1.07). The risk of hospitalization for heart failure was consistently higher among patients with diabetes than among controls (hazard ratio, 1.45; 95% CI, 1.34 to 1.57). In patients with type 2 diabetes, a glycated hemoglobin level outside the target range was the strongest predictor of stroke and acute myocardial infarction; smoking was the strongest predictor of death.
conclusionsPatients with type 2 diabetes who had five risk-factor variables within the target ranges appeared to have little or no excess risk of death, myocardial infarction, or stroke, as compared with the general population. (Funded by the Swedish Association of Local Authorities and Regions and others.).
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