ArticleCardiovascular diabetology2025
Association between the cumulative estimated glucose disposal rate and incident cardiovascular disease in individuals over the age of 50 years and without diabetes: data from two large cohorts in China and the United States.
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 31 papers.
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Who cites it
31 citing papers in PubMed.
- Association between eGDR and the risk of chest pain: A comparative analysis based on NHANES and CHARLS databases.Medicine · 2026Article
- Continuous metabolic syndrome score and cardiometabolic multimorbidity risk in three nationwide cohorts.Scientific reports · 2026Article
- Estimated pulse wave velocity and risk of cardiometabolic multimorbidity in middle-aged and older adults: a cohort study.BMC cardiovascular disorders · 2026Article
- Estimated glucose disposal rate outperforms inflammation surrogate markers in predicting cardiometabolic multimorbidity among middle-aged and older adults.Cardiovascular diabetology · 2026Article
- Association Between Estimated Glucose Disposal Rate and Biological Aging Among U.S. Adults: A Cross-Sectional Study.Health science reports · 2026Article
- Associations of long-term average and variability of estimated glucose disposal rate with frailty progression: evidence from two prospective cohorts.Journal of translational medicine · 2026Article
- Sleep variability and risk of type 2 diabetes mellitus: Mediating role of social participation in a national longitudinal cohort study.Medicine · 2026Article
- Joint association of atherogenic index of plasma and estimated glucose disposal rate with new-onset cardiovascular disease risk in individuals with cardiovascular-kidney-metabolic syndrome stages 0-3: a 9-year nationwide prospective cohort study.Cardiovascular diabetology · 2026Article
- Article
- Changes in the estimated glucose disposal rate and cardiometabolic multimorbidity in middle-aged and older adults.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 the triglyceride-total cholesterol-body weight index with new-onset cardiometabolic multimorbidity in middle-aged and older Chinese adults: evidence from a nationwide prospective cohort study.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
- Association between estimated glucose disposal rate and cause-specific mortality among individuals with metabolic dysfunction-associated steatotic liver disease.Cardiovascular diabetology · 2026Article
- Association between estimated glucose disposal rate and cardiovascular mortality in postmenopausal women: a national cohort study.Nutrition & metabolism · 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
- 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
- Joint assessment of insulin resistance surrogate indices and basal metabolic rate for primary prevention of cardiometabolic multimorbidity: evidence from the China Health and Retirement Longitudinal Study (2011-2020).Cardiovascular diabetology · 2026Article
- The association between HbA1c/HDL-C ratio and cardiometabolic multimorbidity among middle-aged and older adults: data from two national prospective cohorts in the United Kingdom and United States.Frontiers in nutrition · 2026Article
- Insulin resistance evaluated by estimated glucose disposal rate and its association with cardiometabolic risk factors among adolescents in Northeast China.Frontiers in nutrition · 2026Article
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7 authors.
Funding
Abstract
backgroundThe estimated glucose disposal rate (eGDR) has been linked to incident cardiovascular disease (CVD) in individuals without diabetes. However, few studies have accounted for long-term cumulative eGDR exposure.
objectiveThe aim of this study was to explore whether long-term cumulative eGDR was independently associated with incident CVD in individuals over the age of 50 years and without diabetes.
methodsThis study used data from the China Health and Retirement Longitudinal Study (CHARLS) and Health and Retirement Study (HRS). The cumulative eGDR was calculated as the summation of the average eGDR for each pair of consecutive examinations multiplied by the time between these two consecutive visits, in years. The outcome was incident CVD. Cox proportional hazards regression models and restricted cubic spline (RCS) regression models were used to evaluate the association between cumulative eGDR and incident CVD.
resultsA total of 2430 participants from CHARLS and 2008 participants from HRS were included in the analysis. The median age of the participants in CHARLS at baseline was 59 years [IQR: 55-65 years], and 1205 (49.59%) were men. The median age of the participants in HRS at baseline was 64 years [IQR: 57-70 years], and 705 (35.11%) were men. The RCS regression model showed a negative and linear association between the cumulative eGDR and incidence of CVD (CHARLS: P < 0.001, P for nonlinearity = 0.248; HRS: P = 0.013, P for nonlinearity = 0.121). After multivariate adjustment, the higher levels of cumulative eGDR were independently associated with a lower risk of CVD (per SD, CHARLS: HR: 0.802, 95% CI: 0.716-0.898, HRS: HR: 0.791, 95% CI: 0.665-0.940, pooled analysis: HR: 0.799, 95% CI: 0.726-0.878).
conclusionsA lower level of cumulative eGDR was associated with an increased risk of incident CVD in individuals over the age of 50 years and without diabetes. Continuous monitoring of cumulative eGDR exposure over time, based on consideration of traditional risk factors, may prove beneficial for the early identification and intervention of individuals at high risk of CVD. In regions with limited healthcare resources, among individuals with limited ability to access, process, and understand health information and services, cumulative eGDR may offer improved clinical applicability.
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