Lipids & metabolic liver disease

Association between C-reactive protein-triglyceride glucose related indices and all-cause and cardiovascular mortality in individuals with cardiovascular-kidney-metabolic syndrome

Cardiovasc DiabetolPublished Cohort study

Authors' conclusion

Higher CTI-related indices were significantly associated with a higher risk of all-cause and cardiovascular mortality in individuals with CKM syndrome. Among these indices, CTI-ABSI exhibits superior predictive performance, suggesting its potential as practical prognostic biomarkers for CKM patients.

Study context

Population
Individuals with cardiovascular-kidney-metabolic (CKM) syndrome, NHANES database
Participants
10,941 individuals
Exposure
Higher vs lower CTI-related indices
Outcome
All-cause and cardiovascular mortality
Follow-up
Median 12.83 years
Methodological detailsNHANES, Cox regression, restricted cubic spline, ROC analysis, subgroup analyses
  • NHANES
  • Cox regression
  • Restricted cubic spline
  • ROC analysis
  • Subgroup analyses

Main finding

As reported in the abstract

Deaths, all-cause
20.3% (n = 2223)
Deaths, cardiovascular
6.3% (n = 693)
All-cause mortality, CTI: HR
1.21 (1.14-1.28) (95% CI)
All-cause mortality, CTI-WHtR: HR
1.14 (1.08-1.21) (95% CI)
All-cause mortality, CTI-WWI: HR
1.25 (1.18-1.33) (95% CI)
All-cause mortality, CTI-ABSI: HR
1.29 (1.22-1.37) (95% CI)
CV mortality, CTI: sHR
1.31 (1.18-1.45) (95% CI)
CV mortality, CTI-WHtR: sHR
1.29 (1.16-1.42) (95% CI)
CV mortality, CTI-WWI: sHR
1.39 (1.25-1.55) (95% CI)
CV mortality, CTI-ABSI: sHR
1.40 (1.26-1.55) (95% CI)

Observational data: associations, not effects.

Further findings

Dose-response shape (restricted cubic spline (RCS))

CTI nonlinearly associated with all-cause and CV mortality; CTI-WWI and CTI-ABSI linear with both; CTI-WHtR nonlinear with all-cause, linear with CV mortality

Predictive ability (ROC)

CTI-ABSI AUC, all-cause mortality (highest)
0.711
CTI-ABSI AUC, CV mortality (highest)
0.690

Subgroups by CKM stage

Association more pronounced in early CKM stages (0-2) than advanced stages (3-4)

Original publication

Association between C-reactive protein-triglyceride glucose related indices and all-cause and cardiovascular mortality in individuals with cardiovascular-kidney-metabolic syndrome. Cardiovasc Diabetol. Published 3 June 2026. doi:10.1186/s12933-026-03228-7

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