Predictive performance of cardiometabolic indices for prediabetes progression to diabetes and reversion to normoglycemia in adults: a cohort study
Abstract
Background: To evaluate the associations of cardiometabolic indices with prediabetes progression and reversal and to identify noninvasive markers with relatively better discriminatory performance for risk stratification. Methods: We analyzed 35,525 adults (aged ≥18 years) with prediabetes from the Dalian Health Management Cohort. Associations of cardiometabolic indices with prediabetes progression and reversal were assessed using Cox proportional hazards models and restricted cubic splines (RCS). Relative discriminatory performance was compared using time-dependent receiver operating characteristic (ROC) curves, and mediation and subgroup analyses were subsequently performed. Results: Over 90,810.98 person-years, 3,125 (8.8%) participants progressed to diabetes, and 13,605 (38.8%) reverted to normoglycemia. After multivariable adjustment and standardization, triglyceride glucose-waist height ratio (TyG-WHtR) exhibited the strongest associations among the evaluated indicators (progression: HR = 2.15, 95% CI: 2.06-2.24; reversal: HR = 0.60, 95% CI: 0.59-0.62) and relatively better discriminatory performance, as supported by time-dependent ROC analysis and the calculation of C-index, NRI, and IDI. Mediation analysis indicated that gamma-glutamyl transpeptidase (GGT) and neutrophil count accounted for modest proportions of the associations with prediabetes progression (8.26 and 3.88%, respectively) and reversal (4.05 and 0.80%, respectively) through potential indirect pathways. Conclusion: Cardiometabolic indices are associated with prediabetes progression to diabetes and reversal to normoglycemia, with TyG-WHtR showing relatively better discriminatory performance in this cohort. Inflammation and oxidative stress may represent potential pathways underlying the aforementioned associations.
Fields of Study & Subjects
Diabetes
Cardiovascular Risks
and Lipoproteins
Adipokines
Inflammation
and Metabolic Diseases
Diabetes Treatment and Management
Publication details
- Journal / source
- Frontiers in Nutrition
- Publisher
- Frontiers Media SA
- Volume
- 13
- Pages
- 1784247–1784247
- Publication date
- 14 May 2026
- Language
- EN