Lipids & metabolic liver disease

Relationship between nine triglyceride-glucose-related indices and cardiometabolic multimorbidity incidence in patients with cardiovascular-kidney-metabolic syndrome stage 0–3: a nationwide prospective cohort study

Cardiovasc DiabetolPublished Prospective cohort study

Authors' conclusion

Nine TyG-related indices, particularly TyG-CVAI, are strong independent predictors of future CMM in patients with CKM syndrome stage 0-3. These findings underscore the utility of TyG-related indices, particularly TyG-CVAI, in identifying high-risk individuals, thereby informing strategies for the early detection and prevention of CKM syndrome.

Study context

Population
Participants with cardiovascular-kidney-metabolic (CKM) syndrome stage 0–3, China Health and Retirement Longitudinal Study (CHARLS), 2011–2020
Exposure
Highest vs lowest quartiles of nine triglyceride-glucose (TyG)-related indices
Outcome
Incident cardiometabolic multimorbidity (CMM)
Follow-up
Median 9 years
Methodological detailsnationwide
  • Nationwide

Main finding

As reported in the abstract

Incident CMM

Participants who developed cardiometabolic multimorbidity (CMM)

652

9.5%

Elevated CMM risk across highest quartiles of all indices (fully adjusted model); hazard increases

72 to over 200%

Observational data: associations, not effects.

Further findings

Predictive performance for CMM

Highest AUC for CMM prediction: Triglyceride glucose-Chinese visceral adiposity index (TyG-CVAI)
0.679
All indices provided significant incremental predictive value vs fully adjusted model (Model 4)

Original publication

Relationship between nine triglyceride-glucose-related indices and cardiometabolic multimorbidity incidence in patients with cardiovascular-kidney-metabolic syndrome stage 0–3: a nationwide prospective cohort study. Cardiovasc Diabetol. Published 12 January 2026. doi:10.1186/s12933-026-03077-4

Composed by AI from the published abstract and checked against it. How Briefs are made →

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