Improving cardiovascular risk stratification through the derivation and validation of an elevated triglyceride-glucose index

Mavraganis, Georgios; Georgiopoulos, Georgios; Athanasopoulos, Stavros; Terentes-Printzios, Dimitrios; Zervas, Georgios; Konstantaki, Christina; Koilakou, Maria Eleni; Giannakopoulou, Sofia-Panagiota; Dimopoulou, Maria-Angeliki; Chrysochoou, Christina; Tsioufis, Konstantinos; Pitsavos, Christos; Liberopoulos, Evangelos; Stellos, Konstantinos; Vlachopoulos, Charalambos; Panagiotakos, Demosthenes; Stamatelopoulos, Kimon

Improving cardiovascular risk stratification through the derivation and validation of an elevated triglyceride-glucose index

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Item Type:	Article
Title:	Improving cardiovascular risk stratification through the derivation and validation of an elevated triglyceride-glucose index
Creators Name:	Mavraganis, Georgios, Georgiopoulos, Georgios, Athanasopoulos, Stavros, Terentes-Printzios, Dimitrios, Zervas, Georgios, Konstantaki, Christina, Koilakou, Maria Eleni, Giannakopoulou, Sofia-Panagiota, Dimopoulou, Maria-Angeliki, Chrysochoou, Christina, Tsioufis, Konstantinos, Pitsavos, Christos, Liberopoulos, Evangelos, Stellos, Konstantinos, Vlachopoulos, Charalambos, Panagiotakos, Demosthenes and Stamatelopoulos, Kimon
Abstract:	BACKGROUND AND AIMS: Triglyceride-glucose (TyG) index, is an emerging prognostic biomarker in atherosclerotic cardiovascular disease (ASCVD). Validation of its clinical value and of clinically relevant prognostic cut-off, remains an unmet need to integrate TyG into primary prevention protocols. METHODS: To assess the clinical applicability of TyG, a composite of cardiovascular mortality, myocardial infarction, coronary revascularization or stroke was used as the primary endpoint in a general population cohort (ATTICA cohort, n = 1677, derivation cohort). Next, we derived an optimal prognostic TyG cut-off and externally validated it in a primary prevention cohort (n = 1237). To assess the clinical value of TyG, we analysed 1170 consecutively recruited patients from an ongoing registry aiming to stratify ASCVD risk (Athens Cardiometabolic Cohort) and assessed indices of subclinical arterial injury and progression of atherosclerosis. The TyG index was calculated by the formula: ln[fasting triglycerides (mg/dL) × fasting glucose (mg/dL)/2]. RESULTS: TyG index was independently associated with increased CVD events in the derivation cohort (HR = 1.33, p = 0.020). The incremental value of a derived optimal cut-off of 8.46 over SCORE2 was confirmed in both derivation and validation cohorts [net reclassification index (NRI) = 0.668 and 0.469 respectively, Delta Harrell's C index = 0.054 and 0.044 respectively, p < 0.05 for all]. Elevated TyG index was associated with more diseased vascular beds (OR = 2.00, 95% CI 1.24-3.24), progression of subclinical carotid atherosclerosis (OR = 2.99, 95% CI 1.10-8.17) at follow-up and established ASCVD (p < 0.05 for all). CONCLUSIONS: TyG is associated with increased prevalence and progression of subclinical and clinically overt ASCVD. In individuals assessed for primary prevention a TyG≥8.46 may serve as a risk enhancer.
Keywords:	Cardiovascular Disease, Population Study, Insulin Resistance, Cohort Study
Source:	Diabetes Obesity and Metabolism
ISSN:	1462-8902
Publisher:	Wiley
Date:	3 November 2025
Official Publication:	https://doi.org/10.1111/dom.70270
PubMed:	View item in PubMed

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