Longitudinal changes and cumulative exposure of estimated glucose disposal rate and all-cause mortality in middle-aged and older Chinese adults
Estimated glucose disposal rate (eGDR), a surrogate marker of insulin resistance, has been associated with all-cause mortality, but most studies have treated eGDR as a static exposure based on a single baseline measurement. Using data from the China Health and Retirement Longitudinal Study (CHARLS), we examined the associations of short-term eGDR change patterns and cumulative eGDR with all-cause mortality in middle-aged and older Chinese adults. Short-term eGDR change-pattern classes between 2012 and 2015 were identified using K-means clustering based on two repeated measurements. Cox proportional hazards models were used to evaluate the associations of eGDR change-pattern classes and cumulative eGDR with all-cause mortality, and restricted cubic spline regression was applied to assess the potential nonlinear association of cumulative eGDR with mortality risk. Over 52,853.24 person-years of follow-up, 428 deaths occurred among 5,966 participants. Compared with Class 1, the adjusted hazard ratios (95% confidence intervals) for all-cause mortality were 1.25 (0.87-1.79) for Class 2, 1.68 (1.25-2.24) for Class 3, and 1.77 (1.40-2.24) for Class 4. Cumulative eGDR was inversely associated with all-cause mortality. These findings suggest that dynamic and cumulative assessment of eGDR may provide prognostic information beyond a single baseline measurement.
Authors
- Zefang Zhang
- Xuejiao Hu (ORCID: https://orcid.org/0000-0002-9636-0830)
- Xiaoting Chen (ORCID: https://orcid.org/0000-0002-5606-3081)
- Tengfei Long (ORCID: https://orcid.org/0000-0003-3572-4415)
- R X Zhang
- Zushan Zhang
Institutions
- Wuhan University (CN)
- Wuhan Third Hospital (CN)
- Central Hospital of Wuhan (CN)
- Wuhan Center for Disease Control and Prevention (CN)
- Huazhong University of Science and Technology (CN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2026-06-16
- DOI
- https://doi.org/10.1038/s41598-026-56908-5
- Primary Topic
- Diabetes, Cardiovascular Risks, and Lipoproteins
- Type
- article
- Field-Weighted Citation Impact
- 0.00