Association between triglyceride-glucose-related indices and liver-related events in patients with type 2 diabetes

Background: Accumulating evidence has linked the triglyceride-glucose (TyG) index and its derived measures to a broad range of diabetic complications. However, the nature of the association between these indices and subsequent liver morbidity in type 2 diabetes (T2D) patients warrants further investigation. The present analysis assessed the prospective associations between four TyG-based parameters and the incidence of liver-related events (LRE) among people with T2D. Methods: This prospective cohort study included 18,105 participants with T2D from the UK Biobank. Four TyG-related indices were assessed, including TyG, TyG-body mass index (TyG-BMI), TyG-waist circumference (TyG-WC), and TyG-waist-to-height ratio (TyG-WHtR). Cox proportional hazards models and restricted cubic spline (RCS) were used to evaluate the associations between TyG-related indices and incident LRE risk. Results: During a median follow-up of 13.4 years, 507 T2D patients developed LRE. Compared to patients in the lowest quartile, those in the highest quartiles of both TyG-WC (HR = 1.63, 95% CI 1.12-2.38) and TyG-WHtR (HR = 1.98, 95% CI 1.36-2.89) were associated with increased risk of LRE. Restricted cubic spline models confirmed linear relationships for both TyG-WC and TyG-WHtR with LRE risk. No significant associations of TyG and TyG-BMI with LRE risk were observed. Subgroup analyses demonstrated that the associations between TyG-WC/TyG-WHtR and LRE were more pronounced in high-risk populations, including excessive alcohol consumers and individuals with FIB-4 scores ≥1.3 (indicating higher liver fibrosis risk). For instance, the association between TyG-WHtR and LRE was stronger in individuals with FIB-4 ≥1.3 (HR = 2.59, 95% CI 1.65-4.07) compared to those with FIB-4 <1.3 (HR = 1.58, 95% CI 0.76-3.29). Conclusion: Among T2D patients, TyG-WC and TyG-WHtR were consistently associated with increased risk of LRE, confirming the independent clinical utility of these indices. These findings demonstrate that both indices may serve as efficient, cost-effective, and practical tools for enhancing the identification and stratification of LRE risk in clinical practice.

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Journal
Frontiers in Endocrinology
Published
2026-04-22
DOI
https://doi.org/10.3389/fendo.2026.1760656
Primary Topic
Liver Disease Diagnosis and Treatment
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article
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article

Association between triglyceride-glucose-related indices and liver-related events in patients with type 2 diabetes

Chenhao Ye, Deji Song, Ziqi Zhang, Wei Qian et al.
Frontiers in Endocrinology
Liver Disease Diagnosis and Treatment
article

Association between triglyceride-glucose-related indices and liver-related events in patients with type 2 diabetes

Chenhao Ye, Deji Song, Ziqi Zhang, Wei Qian, Yanan Mi, Lei Wang, Wang Chao
article en

Abstract

Background: Accumulating evidence has linked the triglyceride-glucose (TyG) index and its derived measures to a broad range of diabetic complications. However, the nature of the association between these indices and subsequent liver morbidity in type 2 diabetes (T2D) patients warrants further investigation. The present analysis assessed the prospective associations between four TyG-based parameters and the incidence of liver-related events (LRE) among people with T2D. Methods: This prospective cohort study included 18,105 participants with T2D from the UK Biobank. Four TyG-related indices were assessed, including TyG, TyG-body mass index (TyG-BMI), TyG-waist circumference (TyG-WC), and TyG-waist-to-height ratio (TyG-WHtR). Cox proportional hazards models and restricted cubic spline (RCS) were used to evaluate the associations between TyG-related indices and incident LRE risk. Results: During a median follow-up of 13.4 years, 507 T2D patients developed LRE. Compared to patients in the lowest quartile, those in the highest quartiles of both TyG-WC (HR = 1.63, 95% CI 1.12-2.38) and TyG-WHtR (HR = 1.98, 95% CI 1.36-2.89) were associated with increased risk of LRE. Restricted cubic spline models confirmed linear relationships for both TyG-WC and TyG-WHtR with LRE risk. No significant associations of TyG and TyG-BMI with LRE risk were observed. Subgroup analyses demonstrated that the associations between TyG-WC/TyG-WHtR and LRE were more pronounced in high-risk populations, including excessive alcohol consumers and individuals with FIB-4 scores ≥1.3 (indicating higher liver fibrosis risk). For instance, the association between TyG-WHtR and LRE was stronger in individuals with FIB-4 ≥1.3 (HR = 2.59, 95% CI 1.65-4.07) compared to those with FIB-4 <1.3 (HR = 1.58, 95% CI 0.76-3.29). Conclusion: Among T2D patients, TyG-WC and TyG-WHtR were consistently associated with increased risk of LRE, confirming the independent clinical utility of these indices. These findings demonstrate that both indices may serve as efficient, cost-effective, and practical tools for enhancing the identification and stratification of LRE risk in clinical practice.

Frontiers in EndocrinologyVol. 17
Henan Province Quality and Technical Supervision Bureau (CN), Shanghai University of Traditional Chinese Medicine (CN), Longhua Hospital Shanghai University of Traditional Chinese Medicine (CN)
Good health and well-being
Openalex Percentile: Top 22%
Liver Disease Diagnosis and Treatment
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