ReviewNature reviews. Cardiology2023
Cardiovascular risk in diabetes mellitus: epidemiology, assessment and prevention.
Review in Nature reviews. Cardiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 299 papers, 6 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
299 citing papers in PubMed, 6 syntheses or guidelines pooled it, 405 citations in OpenAlex.
- Comparative Effectiveness of Aerobic Exercise versus Resistance Training on Cardiometabolic Health in Patients with Diabesity: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.Journal of sports science & medicine · 2026Pooled it
- Circulating CTRP1 in Adults with Type 2 Diabetes Mellitus: A Systematic Review and Meta-Analysis.International journal of molecular sciences · 2026Pooled it
- Comparative Cardiovascular, Lipid, and Safety Effects of Lipid-Modifying Therapies in Diabetes: An Agent-, Class-, and Dose-Level Network Meta-Analysis.Cardiovascular drugs and therapy · 2026Pooled it
- Efficacy and safety of glucagon-like peptide 1 receptor agonists across all health outcomes in type 2 diabetes: An umbrella review and evidence map of randomised controlled trials.Diabetes, obesity & metabolism · 2026Pooled it
- Peripheral blood HIF-1α levels in type 2 diabetes mellitus and their association with diabetic complications: a systematic review and meta-analysis.Frontiers in endocrinology · 2026Pooled it
- The impact of sleep disturbances in individuals with comorbid diabetes and chronic kidney disease: a systematic review.Sleep & breathing = Schlaf & Atmung · 2025Pooled it
- Efficacy and safety of efsubaglutide alfa in individuals with type 2 diabetes (SUPER1): a randomised, double-blind, placebo-controlled, Phase IIb/III trial.Diabetologia · 2026Trial
- Efsubaglutide alfa added to metformin improves glycaemia with β-cell functional responses in type 2 diabetes: a randomised, double-blind, placebo-controlled, two-stage adaptive phase 2b/3 trial (SUPER 2).Nature communications · 2026Trial
- Efficacy of tirzepatide versus semaglutide in achieving therapeutic targets in type 2 diabetes: a post hoc analysis of the SURPASS-2 Trial.Diabetologia · 2026Trial
- Marine n-3 fatty acid treatment for carotid plaques in patients with type 2 diabetes.Cardiovascular diabetology · 2026Trial
- Long-term efficacy and safety of tirzepatide in participants with type 2 diabetes with inadequate glycaemic control on metformin and/or sulfonylurea: Post-hoc analysis of SURPASS-4.Diabetes, obesity & metabolism · 2025Trial
- Healthy lifestyle factors and combined macrovascular and microvascular events in diabetes patients with high cardiovascular risk: results from ADVANCE.BMC medicine · 2025Trial
- Clinical characteristics and in-hospital mortality among insulin pump users with acute coronary syndrome in the predominantly open-loop era: A UK-wide MINAP registry analysis.Diabetic medicine : a journal of the British Diabetic Association · 2026Article
- Renin-Angiotensin System Activation Drives Early Cardiorenal Dysfunction in Normotensive Prediabetes.Endocrinology, diabetes & metabolism · 2026Article
- Impact of type 2 diabetes mellitus in patients with congenital heart disease (CHD): a study from the Australian National CHD Registry.BMJ open diabetes research & care · 2026Article
- Article
- Understanding Exercise Facilitators, Preferences, and Goals in Females With Type 2 Diabetes: A Mixed-Methods Analysis.The science of diabetes self-management and care · 2026Article
- Economic evaluation of NT-proBNP testing plus standard clinical assessment versus standard clinical assessment alone for the prevention of heart failure in older adults with type 2 diabetes.BMJ open diabetes research & care · 2026Article
- Plasma Lipids Associated with Endothelial Dysfunction in Patients with Type 2 Diabetes: A Cross-Sectional Study Using Lipidomic Analysis.International journal of molecular sciences · 2026Article
- Review
239 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Cardiovascular diseases (CVDs) are the leading causes of morbidity and mortality in individuals with type 2 diabetes mellitus (T2DM). Secular changes in CVD outcomes have occurred over the past few decades, mainly due to a decline in the incidence of ischaemic heart disease. The onset of T2DM at a young age (<40 years), leading to a greater number of life-years lost, has also become increasingly common. Researchers are now looking beyond established risk factors in patients with T2DM towards the role of ectopic fat and, potentially, haemodynamic abnormalities in mediating important outcomes (such as heart failure). T2DM confers a wide spectrum of risk and is not necessarily a CVD risk equivalent, indicating the importance of risk assessment strategies (such as global risk scoring, consideration of risk-enhancing factors and assessment of subclinical atherosclerosis) to inform treatment. Data from epidemiological studies and clinical trials demonstrate that successful control of multiple risk factors can reduce the risk of CVD events by ≥50%; however, only ≤20% of patients achieve targets for risk factor reduction (plasma lipid levels, blood pressure, glycaemic control, body weight and non-smoking status). Improvements in composite risk factor control with lifestyle management (including a greater emphasis on weight loss interventions) and evidence-based generic and novel pharmacological therapies are therefore needed when the risk of CVD is high.
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What OpenQuestion 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 OpenQuestion graph.