Lipids & metabolic liver disease

Triglyceride-glucose-related indices and cardiovascular outcomes in individuals with pre-frailty or frailty: insights from a prospective cohort analysis using UK Biobank data

Cardiovasc DiabetolPublished Prospective cohort study

Authors' conclusion

TyG-related indices, particularly TyG-WC and TyG-BRI, were independently associated with cardiovascular morbidity and mortality in pre-frail or frail individuals. These indices may serve as simple, scalable tools for identifying cardiovascular risk in pre-frail or frail individuals. Mediation analyses highlight potential avenues for targeted interventions aimed at reducing cardiovascular risk.

Study context

Population
Pre-frail or frail individuals without baseline cardiovascular disease (CVD), UK Biobank; median age 57.0 (IQR 49.0, 63.0) years; 54.4% female
Participants
136,004 participants
Exposure
Highest vs lowest quartiles of triglyceride-glucose (TyG)-related indices
Outcome
Incident CVD and cardiovascular mortality
Follow-up
Median 13.3 years
Methodological detailsUK Biobank, Cox proportional hazards models, mediation analyses
  • UK Biobank
  • Cox proportional hazards models
  • Mediation analyses

Main finding

As reported in the abstract

Incident CVD (fully adjusted)
Estimate (95% CI)
Highest quartilevs Lowest quartile
HR (TyG-BMI) 1.36(1.30–1.42)
Highest quartilevs Lowest quartile
HR (TyG-WC) 1.48(1.42–1.56)
Highest quartilevs Lowest quartile
HR (TyG-WHtR) 1.36(1.30–1.42)
Highest quartilevs Lowest quartile
HR (TyG-BRI) 1.40(1.34–1.46)
Highest quartilevs Lowest quartile
HR (TyG-ABSI) 1.24(1.18–1.30)
Highest quartilevs Lowest quartile
HR (TyG-WWI) 1.28(1.22–1.34)
Participants who developed CVD
23,494

Observational data: associations, not effects.

Further findings

Cardiovascular mortality

Deaths attributed to CVD
2453
Comparable associations were observed for cardiovascular mortality

Dose-response with CVD incidence

Linear associations for all indices except TyG-BMI and TyG-ABSI (nonlinear)
P for nonlinearity < 0.01

Incremental predictive value (net reclassification index (NRI), IDI, C-index)

Significantly improved for all indices; strongest for TyG-WC and TyG-BRI

Mediation

C-reactive protein, albumin, cystatin C and urate each accounted for observed effects
more than 10%

Original publication

Triglyceride-glucose-related indices and cardiovascular outcomes in individuals with pre-frailty or frailty: insights from a prospective cohort analysis using UK Biobank data. Cardiovasc Diabetol. Published 20 January 2026. doi:10.1186/s12933-025-03066-z

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

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