ArticleDiabetology & metabolic syndrome2024
The association between triglyceride-glucose index and related parameters and risk of cardiovascular disease in American adults under different glucose metabolic states.
Article in Diabetology & metabolic syndrome, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed.
- Association and predictive value of the triglyceride glucose-weight adjusted waist index for cardiovascular outcomes in patients with type 2 diabetes.Scientific reports · 2025Trial
- Joint longitudinal trajectories of the triglyceride-glucose index combined with BMI and waist-to-height ratio and incident cardiovascular disease: a prospective cohort study from the English longitudinal study of ageing.Cardiovascular diabetology · 2026Article
- Comparative Analysis of Surrogate Insulin Resistance Indexes in Cardiometabolic Multimorbidity: A Cross-Sectional Study.Reviews in cardiovascular medicine · 2026Article
- TyG-BMI as a Marker of Metabolic Status and Its Association with Bone Quality and Mineral Metabolism: A Sex-Specific Analysis.Journal of clinical medicine · 2026Article
- Comparison of novel nutritional index (TCBI) and insulin resistance index (TyG-BMI) for assessing cardiovascular disease risk: a cohort study.Journal of health, population, and nutrition · 2026Article
- Association of the Triglyceride-Glucose Index and Its Central Obesity Derivatives with Peripheral Artery Disease in Type 2 Diabetes: A Cross-Sectional Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Association of insulin resistance-related indexes with atherosclerotic cardiovascular disease: A crosss-sectional study.Medicine · 2025Observational
- The association between triglyceride glucose-body mass index and mortality in intensive care unit patients: a propensity score matching analysis.European journal of medical research · 2025Article
- Triglyceride glucose-weight-adjusted waist index as a cardiovascular mortality predictor: incremental value beyond the establishment of TyG-related indices.Cardiovascular diabetology · 2025Article
- The role of Triglyceride-Glucose index in predicting pre-DM risk among Chinese adults.Scientific reports · 2025Article
- Nonlinear relationships between the triglyceride glucose-body mass index and cardiovascular disease in middle-aged and elderly women from NHANES (1999-2018).Scientific reports · 2025Article
- Triglyceride-glucose related indices as predictors for major adverse cardiovascular events and overall mortality in type-2 diabetes mellitus patients.World journal of diabetes · 2025Article
- The association between triglyceride-glucose index and related parameters and risk of tuberculosis infection in American adults under different glucose metabolic states: a cross-sectional study.BMC public health · 2025Article
- Can cardiovascular health and its modifiable healthy lifestyle offset the increased risk of all-cause and cardiovascular deaths associated with insulin resistance?Cardiovascular diabetology · 2025Article
- Triglyceride glucose-waist circumference as a predictor of mortality and subtypes of cardiovascular disease: a systematic review and meta-analysis.Diabetology & metabolic syndrome · 2025Review
- Combined effects of insulin resistance and altitude of residence on 10-year risk of atherosclerotic cardiovascular disease.Frontiers in cardiovascular medicine · 2025Article
- PDX1 in early pregnancy is associated with decreased risks of gestational diabetes mellitus and adverse pregnancy outcomes.Frontiers in endocrinology · 2025Article
- Prognostic value of glycolipid metabolism index on complications and mechanical ventilation in intensive care unit patients with intracerebral hemorrhage: a retrospective cohort study using the MIMIC-IV database.Frontiers in neurology · 2025Article
- Effects of moderate-to-vigorous physical activity on the associations between an insulin resistance surrogate and incident cardiovascular disease and all-cause mortality: a UK Biobank cohort study.Frontiers in endocrinology · 2025Article
- Association Between the Waist-Triglyceride Index and Incident Type 2 Diabetes in the Elderly: A Retrospective Cohort Study.Journal of diabetes research · 2025Article
Corrections and comments
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Authors and funding
11 authors.
Funding
Abstract
backgroundCardiovascular disease (CVD) encompasses an array of cardiac and vascular disorders, posing a significant threat to global health. It remains unclear whether there exists an association between triglyceride-glucose index (TyG) and its derived indices and the incidence of cardiovascular disease, and in particular, the strength of the association in populations with different glucose metabolisms is not known.
methodsData extracted from the National Health and Nutrition Examination Survey (NHANES) covering the period from 1999 to 2020, involving a cohort of 14,545 participants, were leveraged for the analysis. Statistical assessments were executed utilizing R software, employing multivariable logistic regression models to scrutinize the correlation between TyG and its associated parameters with the incidence of cardiovascular disease across diverse glucose metabolism categories. Interaction analyses and restricted cubic splines were applied to evaluate potential heterogeneity in associations and investigate the link between TyG and its derivatives with the occurrence of cardiovascular disease. Furthermore, receiver operating characteristic curves were constructed to evaluate the extent of variability in the predictive performance of TyG and its derived parameters for cardiovascular disease across distinct glucose metabolic statuses.
resultsThis study found that TyG and its related parameters were differentially associated with the occurrence of cardiovascular disease in different glucose metabolic states. Curvilinear correlations were found between TyG in the IFG population and TyG-WC, TyG-BMI, and TyG-WHtR in the impaired glucose tolerance (IGT) population with the occurrence of cardiovascular disease. In addition, the introduction of TyG and its derived parameters into the classical Framingham cardiovascular risk model improved the predictive performance in different glucose metabolism populations. Among them, the introduction of TyG-WHtR in the normal glucose tolerance (NGT), impaired fasting glucose (IFG), IFG & IGT and diabetes groups and TyG in the IGT group maximized the predictive power.
conclusionsThe findings provide new insights into the relationship between the TyG index and its derived parameters in different glucose metabolic states and the risk of cardiovascular disease, offering important reference value for future clinical practice and research. The study highlights the potential for improved risk stratification and prevention strategies based on TyG and its derived parameters.
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