Observational studyScientific reports2025
Contribution of type 2 diabetes to major adverse cardiovascular events (MACE) in a long-term observational study with different stages of atherosclerosis.
Observational study in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Major adverse cardiac events and mortality associated with ADHD and its treatment in adults with type 2 diabetes: a multi-national cohort study.BMC medicine · 2026Observational
- Mediterranean lifestyle and risk of adverse cardiovascular events, all-cause and cardiovascular mortality among individuals with type 2 diabetes.EClinicalMedicine · 2026Article
- Subclinical Atherosclerosis, Hyperlipidemia and New-Onset Diabetes Should Not Be Ignored Despite Initial Angiographic Exclusion of Significant Atherosclerotic Occlusive Arterial Disease.Diagnostics (Basel, Switzerland) · 2026Article
- Joint association of Insulin resistance and frailty index with incident ASCVD and MACE in individuals with cardiovascular-kidney-metabolic syndrome stages 0-3: a multi-cohort study.Cardiovascular diabetology · 2026Observational
- Diagnostic value of systemic immune-inflammation composite index combined with triglyceride-glucose index in type 2 diabetes patients with coronary heart disease: a retrospective diagnostic model study.BMC cardiovascular disorders · 2026Article
- Development and validation of an interpretable machine learning model for predicting the risk of coronary heart disease risk in diabetes mellitus patients: a dual-center retrospective study.BMC medical informatics and decision making · 2026Article
- The Influence of Polypharmacy on Type 2 Diabetes Adverse Cardiovascular Outcomes in a Rural Cohort.medRxiv : the preprint server for health sciences · 2026Article
- Predicted 10-year cardiometabolic risk among hospital staff: a cross-sectional study.Frontiers in public health · 2026Article
- A Clinical Comprehensive Evaluation of Long-Acting GLP-1 Receptor Agonists in Type 2 Diabetes Management.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Pulsatility index: Insights into post-stroke haemodynamics.Neuroscience insights · 2026Review
- SCORE2-diabetes for predicting coronary artery disease: a cardiac CT study in a diabetic moderate-risk region population.Cardiovascular diabetology · 2025Article
- Management of dyslipidaemia in patients with comorbidities: facing the challenge: type 2 diabetes mellitus.European heart journal. Cardiovascular pharmacotherapy · 2025Review
- Decoding the coronary paradox of obesity: not all fat is equal!International journal of cardiology. Heart & vasculature · 2025Article
- Benefits of glucagon-like peptide-1 receptor agonists versus pioglitazone for cardio-hepatic outcomes: a territory-wide target trial emulation.Cardiovascular diabetology · 2025Article
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Authors and funding
10 authors.
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Abstract
The impact of diabetes on incident cardiovascular disease in relation to the extent of atherosclerotic disease remains unclear. We aimed to investigate major adverse cardiovascular events (MACE) in patients with or without type 2 diabetes (T2DM) presenting with two extremes of atherosclerotic disease, those with angiographically documented minor coronary atherosclerotic lesions and those with symptomatic peripheral artery disease. We included 1238 patients from two prospective, long-term cohort studies. Patients underwent coronary angiography and/or sonography in order to assess the grade of atherosclerosis and were defined as having no signs of Atherosclerosis (n = 332; Group I), minor atherosclerosis (n = 425; Group II) and major atherosclerosis (n = 481; Group III). Cardiovascular events were recorded over a median follow-up period of 7.1 years (Q1 = 3.6 years, Q2 = 7.1 years, Q3 = 11.3 years), covering a total of 9533 patient years. We tested the hypothesis that T2DM infers the same relative risk increase irrespective of the atherosclerosis stage, considering 3-point MACE as the primary endpoint. Incident MACE was reported in 681 patients (51%). MACE occurred more frequently in patients with T2DM than in patients without T2DM (p < 0.001). Further, MACE occurred more frequently in group III (58.1%), than group II (34.1%) or group I (19.1%) (group I vs. group II vs. group III, p < 0.001). In a cox-regression-model, T2DM was a significant predictor of MACE in univariate analyses (HR = 2.43 [1.88-3.14], p < 0.001) and after multivariate adjustment for cardiovascular risk factors, as well as the different grades of atherosclerosis (HR = 1.37 [1.02-1.84], p = 0.034). Also, atherosclerosis grades predicted MACE (HR = 3.19 [2.75-3.70], p < 0.001) in univariate analyses, and also after multivariate adjustment for known cardiovascular risk factors, including T2DM (HR = 1.61 [1.31-1.98], p < 0.001). Finally, when testing for interactions between T2DM and stages of atherosclerosis on MACE we could not find any significant interaction (HR = 1.14 [0.86-1.52], p = 0.364). We conclude that T2DM infers an increased risk for MACE across anatomically and morphologically distinct stages of atherosclerosis.
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