ArticleCardiovascular diabetology2025
Insulin resistance quantified by estimated glucose disposal rate predicts cardiovascular disease incidence: a nationwide prospective cohort study.
Article in Cardiovascular diabetology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 2 of them syntheses that pooled it.
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Who cites it
26 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Insulin Resistance Indices and Subclinical Left Ventricular Systolic Dysfunction in Adults: A Systematic Review and Meta-Analysis.Reviews in cardiovascular medicine · 2026Pooled it
- Risk prediction model for peripherally inserted central catheters related bloodstream infection: a systematic review.BMC infectious diseases · 2026Pooled it
- Association between eGDR and the risk of chest pain: A comparative analysis based on NHANES and CHARLS databases.Medicine · 2026Article
- Predictive value of the triglyceride glucose index-a body shape index (TyG-ABSI) for cardiovascular disease and its comparison with other TyG-related obesity indices: a study based on the China health and retirement longitudinal study (CHARLS) cohort.Cardiovascular diabetology · 2026Article
- Association between triglyceride glucose-body mass index and all-cause mortality in critically ill patients with atherosclerotic cardiovascular diseases: a retrospective cohort study using the MIMIC-IV database.BMC cardiovascular disorders · 2026Article
- Joint assessment of frailty index and metabolic syndrome score for cardiovascular disease in middle aged and older Chinese adults: insights from a national cohort study 2011-2020.BMC cardiovascular disorders · 2026Article
- Changes in the estimated glucose disposal rate and cardiometabolic multimorbidity in middle-aged and older adults.Cardiovascular diabetology · 2026Article
- Assessment of seven insulin resistance surrogate indexes for predicting cardiometabolic multimorbidity among Chinese middle-aged and older adults: a national prospective cohort study.Cardiovascular diabetology · 2026Article
- Association of cumulative obesity- and insulin resistance-related indices with incident cardiovascular disease in Chinese middle-aged and elderly populations: a nationwide prospective cohort study.Journal of health, population, and nutrition · 2026Article
- Associations of cumulative exposure and dynamic trajectories of cholesterol-HDL-glucose (CHG) index with cardiovascular disease in middle-aged and older Chinese adults: a longitudinal analysis.Cardiovascular diabetology · 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
- Cumulative exposure to the estimated glucose disposal rate and incident stroke in individuals with cardiovascular-kidney-metabolic syndrome stages 0-4: 6-year longitudinal evidence from CHARLS.Cardiovascular diabetology · 2026Article
- The Prognostic Significance of the Metabolic Score for Insulin Resistance and Subclinical Myocardial Injury for Cardiovascular Mortality in the General Population.Journal of clinical medicine · 2026Article
- Association between the triglyceride glucose index:Chinese visceral adiposity index (TyG-CVAI) and new-onset cardiovascular disease in middle-aged and older adults-insights from the China Health and Retirement Longitudinal Study (CHARLS).Cardiovascular diabetology · 2026Article
- Association of cholesterol, high-density lipoprotein and glucose (CHG) index with mortality risk in metabolic dysfunction-associated steatotic liver disease (MASLD) adults: results from two prospective cohorts.Cardiovascular diabetology · 2026Article
- Metabolic score for visceral fat profiles and incident cardiovascular disease in adults with CKM syndrome stages 0-3: a CHARLS longitudinal study.BMC cardiovascular disorders · 2026Article
- Predicting Stroke Incidence Using Estimated Glucose Disposal Rate Index in the Population with Cardiovascular-Kidney-Metabolic Syndrome Stage 0-3 in the Chinese Middle-Aged and Elderly Population.Cardiorenal medicine · 2026Observational
- 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
- Article
- A postoperative recurrence prediction model for intrahepatic cholangiocarcinoma based on multi-omics analysis of adjacent-to-tumor tissues.Frontiers in oncology · 2026Article
Corrections and comments
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Authors and funding
9 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundInsulin resistance (IR) is an important pathologic component in the occurrence and development of cardiovascular disease (CVD). The estimated glucose disposal rate (eGDR) is a measure of glucose handling capacity, that has demonstrated utility as a reliable marker of IR. The study aimed to determine the predictive utility of IR assessed by eGDR for CVD risk.
methodsThis nationwide prospective cohort study utilized data of 6416 participants from the China Health and Retirement Longitudinal Study (CHARLS) who were free of CVD but had complete data on eGDR at baseline. The Boruta algorithm was performed for feature selection. Multivariate Cox proportional hazards regression models and restricted cubic spline (RCS) analysis were conducted to examine the associations between eGDR and CVD, and the results were expressed with hazard ratio (HR) and 95% confidence interval (CI) values. The area under the receiver operating characteristic (ROC) curve (AUC), calibration curve, Hosmer-Lemeshow test, net reclassification improvement (NRI), and decision curve analysis (DCA) were employed to evaluate the clinical efficacy of eGDR in identifying CVD. Subgroup analysis was performed to explore the potential association of with CVD in different populations.
resultsDuring a median follow-up of 106.5 months, 1339 (20.87%) incident CVD cases, including 1025 (15.96%) heart disease and 439 (6.84%) stroke, were recorded from CHARLS. The RCS curves demonstrated a significant and linear relationship between eGDR and all endpoints (all P for nonlinear > 0.05). After multivariate adjustment, the lower eGDR levels were found to be significantly associated with a greater prevalence of CVD. Compared to the lowest quartile, the highest eGDR quartile was associated with a decreased risk of CVD (HR 0.686, 95% CI 0.545-0.862). When assessed as a continuous variable, individuals with a unit increasement in eGDR was related to a 21.2% (HR 0.788, 95% CI 0.669-0.929) lower risk of CVD, a 18.3% (HR 0.817, 95% CI 0.678-0.985) decreased risk of heart disease, and 39.5% (HR 0.705, 95% CI 0.539-0.923) lower risk of stroke. The eGDR had an excellent predictive performance according to the results of ROC (AUC = 0.712) and χ
conclusionA lower level of eGDR was found to be associated with increased risk of incident CVD, suggesting that eGDR may serve as a promising and preferable predictor for CVD.
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