ArticleFrontiers in endocrinology2025
Association of insulin resistance-related indicators with cardiovascular disease in Chinese people with different glycemic states.
Article in Frontiers in endocrinology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.
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Who cites it
22 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Associations of triglyceride-glucose-related composite obesity indices with cardiovascular diseases and mortality: a systematic review and meta-analysis.Cardiovascular diabetology · 2026Pooled it
- The modifying effect of diabetes on the association between triglyceride to high-density lipoprotein cholesterol ratio and cardiovascular risk: a systematic review and meta-analysis.Frontiers in cardiovascular medicine · 2026Pooled it
- Association between eGDR and the risk of chest pain: A comparative analysis based on NHANES and CHARLS databases.Medicine · 2026Article
- 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
- Estimated glucose disposal rate (eGDR) predicts rehospitalization & death in acute decompensated heart failure in the elderly.Heart and vessels · 2026Article
- Comparison of eight insulin resistance surrogate indices in predicting incident stroke among middle-aged and older individuals without diabetes: a nationwide prospective cohort study.Aging clinical and experimental research · 2026Article
- Association between estimated glucose disposal rate and heart disease events in adults with overweight or obesity: a prospective cohort study.Journal of translational medicine · 2026Article
- Estimated glucose disposal rate and cardiovascular risk in metabolically healthy adults: a nationwide prospective cohort study.Scientific reports · 2026Article
- Lipid-based atherogenic indices and their relationship with cardiovascular disease risk in an African population of type 2 diabetes mellitus patients.Cardiovascular diabetology. Endocrinology reports · 2026Article
- The predictive value of combined assessment of estimated glucose disposal rate and non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio for cardiovascular disease risk: a nationwide cohort study.Frontiers in medicine · 2026Article
- Cumulative triglyceride-glucose-body mass index exposure and cardiovascular disease risk: findings from the Kailuan study.Frontiers in cardiovascular medicine · 2026Article
- Combined effect of triglyceride-glucose index and glucose disposal rate on cardio-cerebrovascular disease.PloS one · 2026Article
- Article
- Association of dietary nutrient intake with reproductive lifespan in women: a cross-sectional analysis using weighted quantile sum regression in NHANES 2001-2018.BMC women's health · 2025Article
- How physical activity influences motoric cognitive risk syndrome in older adults.BMC geriatrics · 2025Article
- Relationship between C-reactive protein triglyceride glucose index and cardiovascular disease risk: a cross-sectional analysis with machine learning.BMC medical informatics and decision making · 2025Article
- Associations of longitudinal trajectories of triglyceride-glucose index combined with classical and novel obesity indices and cardiovascular disease: evidence from a nationwide prospective cohort study in China.Cardiovascular diabetology · 2025Article
- Association between estimated glucose disposal rate and diabetes mellitus incidence in middle-aged and elderly adults and development of predictive model: evidence from two prospective longitudinal studies.BMC endocrine disorders · 2025Article
- Association of eight anthropometric indexes related to obesity with the prevalence of clinical osteoarthritis among American adults: a national cross-sectional study.European journal of medical research · 2025Article
- Association of non-traditional lipid indices with diabetes and insulin resistance in US adults: mediating effects of HOMA-IR and evidence from a national cohort.Clinical and experimental medicine · 2025Article
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Abstract
Background: This study compares the association of eight insulin resistance (IR)-related markers (triglyceride-glucose index (TyG), TyG-body mass index (TyG-BMI), TyG-waist circumference (TyG-WC), TyG-waist-to-height ratio (TyG-WHtR), triglycerides-to-high-density lipoprotein cholesterol ratio (TG/HDL), lipid accumulation product (LAP), visceral adiposity index (VAI), and estimated glucose disposal rate (eGDR)) with cardiovascular disease (CVD). Methods: Spearman's coefficients were used for correlations between IR-related markers. Predictive capacities were evaluated using receiver operating characteristic (ROC) curve analysis, Akaike Information Criterion, and Bayesian Information Criterion were calculated. Multivariable-adjusted Cox regression models and restricted cubic spline (RCS) analysis were performed to explore associations between IR-related markers and CVD. Results: In Pearson correlation analysis, TyG-WC and TyG-WHtR had a correlation coefficient of 0.95, while TG/HDL ratio and VAI had a correlation coefficient of 0.97. Regarding predictive capacity across different glycemic states, eGDR showed the best performance among the 8 IR-related markers, particularly in predicting stroke. According to Cox regression analysis, with each unit increase in TyG, TyG-BMI, TyG-WC, and TyG-WHtR, the risk of heart disease increased by 24.1%, 0.4%, 0.1%, and 17.56%, respectively; and the risk of stroke increased by 69.3%, 0.6%, 0.2%, and 36.5%, respectively. Additionally, TG/HDL ratio, VAI, and LAP exhibited nonlinear associations with heart disease and stroke risk. For each unit increase in eGDR, the risks of heart disease and stroke decreased by 21% and 14.2%, respectively. Conclusion: eGDR is the most effective marker for predicting CVD, especially stroke, across all glycemic states. Modified TyG indices provide better predictive value than TyG alone.
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