ArticleCardiovascular diabetology2023
Triglyceride-glucose index is associated with poor prognosis in acute coronary syndrome patients with prior coronary artery bypass grafting undergoing percutaneous coronary intervention.
Article in Cardiovascular diabetology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 4 of them syntheses that pooled it.
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Who cites it
26 citing papers in PubMed, 4 syntheses or guidelines pooled it, 27 citations in OpenAlex.
- Triglyceride-glucose index as a novel predictor of major adverse cardiovascular events in patients with coronary revascularization: a meta-analysis of cohort studies.Annals of medicine · 2026Pooled it
- Does diabetes status modify the association between the triglyceride-glucose index and major adverse cardiovascular events in patients with coronary heart disease? A systematic review and meta-analysis of longitudinal cohort studies.Cardiovascular diabetology · 2025Pooled it
- Does diabetes modify the triglyceride-glucose index associated with cardiovascular events and mortality? A meta-analysis of 50 cohorts involving 7,239,790 participants.Cardiovascular diabetology · 2025Pooled it
- Triglyceride-glucose index and health outcomes: an umbrella review of systematic reviews with meta-analyses of observational studies.Cardiovascular diabetology · 2024Pooled it
- Combined Prognostic Value of Triglyceride-Glucose Index and Bilirubin in Drug-Eluting Stent Restenosis: From Clinical Risk Stratification to Exploratory Vascular-Cell Findings.Cardiovascular drugs and therapy · 2026Article
- Prognostic role of triglyceride-glucose index and triglyceride-glucose body mass index in patients undergoing coronary artery bypass grafting: a systematic review and meta-analysis.Journal of thoracic disease · 2026Article
- Association between the triglyceride-glucose index and major adverse cardiovascular and cerebrovascular events after percutaneous coronary intervention.Journal of thoracic disease · 2026Article
- The cholesterol, high-density lipoprotein, and glucose (CHG) index as a novel metabolic marker for predicting adverse outcomes in myocardial infarction survivors: insights from two large prospective cohorts.Cardiovascular diabetology · 2026Article
- Independent prognostic value of the triglyceride-glucose index and its incremental predictive contribution beyond traditional risk markers in acute heart failure: a retrospective cohort study.Frontiers in cardiovascular medicine · 2026Article
- Association Between C-Reactive Protein-Triglyceride Glucose Index and Adverse Cardiovascular Outcomes in Acute Coronary Syndrome Patients With Prior Coronary Artery Bypass Grafting.Mediators of inflammation · 2026Article
- Multicenter evaluation of prognostic nutritional index and systemic immune-inflammation index in predicting mortality among critically ill cardiovascular and cerebrovascular patients with varied glucose metabolism: a machine learning-based cohort study.Frontiers in nutrition · 2026Article
- Unveiling a J-shaped association between the triglyceride-glucose index and in-hospital major adverse cardiovascular events in patients with acute myocardial infarction: a retrospective cohort study of 1,065 patients.Frontiers in cardiovascular medicine · 2026Article
- Association Between Serum Lipid-Bilirubin Ratio and Clinical Prognosis Among Patients Undergoing Percutaneous Coronary Intervention After Coronary Artery Bypass Grafting.Reviews in cardiovascular medicine · 2025Article
- Association between the triglyceride glucose index and long-term outcomes in patients with acute coronary syndrome and chronic kidney disease.Diabetology & metabolic syndrome · 2025Article
- Association between the triglyceride-glucose index and acute kidney injury in patients undergoing percutaneous coronary: a retrospective analysis of the MIMIC-IV database.Diabetology & metabolic syndrome · 2025Article
- Article
- Positive correlations between TyG and TyG-BMI indices and the risk of NAFLD and degree of liver fibrosis in patients undergoing PCI.Frontiers in endocrinology · 2025Article
- Association between triglyceride-glucose index and the risk of cardiometabolic diseases in metabolically healthy obese individuals: a prospective cohort study.Frontiers in endocrinology · 2025Article
- Elevated triglyceride-glucose index predicts poor outcome in patients with intracranial atherosclerotic stenosis after extracranial and intracranial bypass.Annals of medicine · 2024Article
- Association between triglyceride-glucose index and in-hospital all-cause mortality under different glucose metabolism status among patients with coronary artery disease.BMC public health · 2024Article
Corrections and comments
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe triglyceride-glucose (TyG) index, which is a reliable substitute indicator for insulin resistance, has been considered an independent risk factor for long-term outcomes in patients with cardiovascular disease. However, it remains unknown whether the TyG index is associated with poor prognosis in acute coronary syndrome (ACS) patients with prior coronary artery bypass grafting (CABG) undergoing percutaneous coronary intervention (PCI).
methodsA total of 1158 ACS patients with prior CABG undergoing PCI were retrospectively studied. The TyG index was calculated by ln[fasting triglyceride (mg/dL) × fasting blood glucose (mg/dL)/2]. The primary endpoint was major adverse cardiovascular and cerebrovascular events (MACCE), a composite of all-cause death, nonfatal myocardial infarction, nonfatal stroke, and unplanned repeat revascularization.
resultsDuring a median of 42-month follow-up, 350 patients (30.2%) experienced at least one endpoint event. Based on the optimal cut-off value of the TyG index, patients were divided into the high TyG index group and the low TyG index group. Patients in the high TyG index group had higher risks of MACCE (35.3% vs. 25.3%, p < 0.001), major adverse cardiovascular events (MACE) (31.1% vs. 23.4%, p = 0.003), nonfatal stroke (4.2% vs. 1.9%, p = 0.022) and unplanned repeat revascularization (19.4% vs. 11.3%, p < 0.001) than those in the low TyG index group. Cox regression analysis demonstrated that there was an independent association between the TyG index and MACCE regardless of whether the TyG index was a continuous or categorical variable (HR 1.42, 95% CI 1.09-1.86, p = 0.009; HR 1.53, 95% CI 1.16-2.01, p = 0.003, respectively). Restricted cubic spline curve exhibited that the relationship between the TyG index and MACCE was linear (p for non-linear = 0.595, p for overall = 0.005). By incorporating the TyG index groups into baseline risk model, the accuracy of predicting MACCE was improved [AUC: baseline risk model, 0.618 vs. baseline risk model + TyG index groups, 0.636, p for comparison = 0.042].
conclusionsThe TyG index is independently associated with MACCE, suggesting that the TyG index may serve as a valid indicator for predicting poor prognosis in ACS patients with prior CABG undergoing PCI.
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