Mortality and cardiovascular risk of triglyceride-glucose and derived indices in cardiovascular-kidney-metabolic syndrome stages 0-3: a dose-response meta-analysis.
JQ, A., X, H., QY, H., Y, W., & QY, H. (2026). Mortality and cardiovascular risk of triglyceride-glucose and derived indices in cardiovascular-kidney-metabolic syndrome stages 0-3: a dose-response meta-analysis.. Frontiers in endocrinology. https://doi.org/10.3389/fendo.2026.1927610
JQ A, X H, QY H, Y W, QY H. Mortality and cardiovascular risk of triglyceride-glucose and derived indices in cardiovascular-kidney-metabolic syndrome stages 0-3: a dose-response meta-analysis.. Frontiers in endocrinology. 2026; doi: 10.3389/fendo.2026.1927610
JQ A, X H, QY H, et al. Mortality and cardiovascular risk of triglyceride-glucose and derived indices in cardiovascular-kidney-metabolic syndrome stages 0-3: a dose-response meta-analysis.[J]. Frontiers in endocrinology. 2026. DOI: 10.3389/fendo.2026.1927610.
@article{jq2026,
author = {An JQ and He X and Hao QY and Wu Y and He QY},
title = {Mortality and cardiovascular risk of triglyceride-glucose and derived indices in cardiovascular-kidney-metabolic syndrome stages 0-3: a dose-response meta-analysis.},
journal = {Frontiers in endocrinology},
year = {2026},
doi = {10.3389/fendo.2026.1927610},
note = {PMID: 42676437},
}
TY - JOUR AU - An JQ AU - He X AU - Hao QY AU - Wu Y AU - He QY TI - Mortality and cardiovascular risk of triglyceride-glucose and derived indices in cardiovascular-kidney-metabolic syndrome stages 0-3: a dose-response meta-analysis. T2 - Frontiers in endocrinology PY - 2026 DO - 10.3389/fendo.2026.1927610 AN - PMID:42676437 ER -
BACKGROUND: The associations of the triglyceride-glucose (TyG) index and its derived indices with the progression of cardiovascular-kidney-metabolic (CKM) syndrome remain poorly elucidated. METHODS: We conducted a systematic review and dose-response meta-analysis of 80 observational studies encompassing populations within CKM stages 0-3, evaluating TyG, TyG-BMI, TyG-WC, TyG-WHtR, and CTI for all-cause mortality, cardiovascular disease (CVD) mortality, and CVD incidence (including stroke, coronary heart disease, heart failure and major adverse cardiovascular events). A one-stage mixed-effects approach was used, supplemented by subgroup, meta-regression, leave-one-out, and trim-and-fill analyses. RESULTS: In both continuous (per 1-SD increment) and categorical (highest vs. lowest) analyses, TyG-derived indices generally demonstrated stronger risk associations with target outcomes than TyG alone. Notably, CTI, TyG-WC, and TyG-WHtR exhibited higher risk associations. In the highest-category analysis, TyG-WC yielded the most pronounced risk for CVD mortality (RR = 1.52, 95% CI: 1.35-1.70, 95% PI: 1.26-1.82). CTI was associated with a 57% increase in incident CVD (RR = 1.57, 95% CI: 1.33-1.85, 95% PI: 1.00-2.46). Conversely, TyG-BMI showed non-significant associations with mortality-related outcomes (P > 0.05), though it predicted a 51% risk increase for incident CVD (RR = 1.51, 95% CI: 1.36-1.67, 95% PI: 1.05-2.16). Subgroup analysis indicated that these positive associations were pronounced in CKM stages 1-3 but entirely non-significant in stage 0 and the obesity subgroup had a significant impact on the risk of mortality. Dose-response analyses revealed a significant non-linear U-shaped association of the TyG index with all-cause mortality (Pnon-linearity < 0.0001; nadir = 8.90). For CVD mortality, the overall association was significant (Poverall = 0.005; nadir = 8.91), whereas a monotonic increasing trend was observed for CVD incidence (Poverall = 0.0014). In sensitivity analyses excluding participants with cancer or consumptive diseases at baseline, as well as those in CKM stage 0, the U-shaped patterns remained stable (mortality nadir shifted to 9.1). CONCLUSIONS: TyG-derived indices, particularly TyG-WC, TyG-WHtR, and CTI, show stronger risk associations than the TyG index for cardiovascular risk assessment in CKM populations, whereas the clinical utility of TyG-BMI is relatively limited. Moderate elevations in TyG were associated with lower mortality risk within a certain range, though the non-linear association was confirmed only for all-cause mortality. SYSTEMATIC REVIEW REGISTRATION: https://www.crd.york.ac.uk/PROSPERO/view/CRD420251111362, identifier CRD420251111362.