Skip to content
Open access

High density lipoprotein cholesterol mediates the association between triglyceride-glucose index and coronary artery disease in non-diabetes patients

Aug 2026 · Scientific Reports · 0 citations

TL;DR

The TyG index was independently associated with CAD risk, and mediation analysis confirmed that HDL-C exerted a significant mediating effect on the association.

Abstract

The triglyceride and glucose (TyG) index is considered a biochemical marker of insulin resistance (IR) and exhibits a significant correlation with cardiovascular disease occurrence. This study aims to explore the association between TyG index and coronary artery disease (CAD) in non-diabetes patients, and further evaluate the mediating role of high density lipoprotein cholesterol (HDL-C) in this relationship. Totally 1192 subjects firstly underwent selective coronary angiography (CAG) were enrolled in the present study, including 709 first diagnosed individuals with CAD and 402 non-CAD individuals. All participants were categorized into four groups according to quartile of the TyG index. The relationships of the TyG index with CAD were validated by logistic regression analysis and restricted cubic spline analysis (RCS). Mediation analysis was conducted to determine the indirect effects through HDL-C. Multiple linear regression analysis revealed the TyG index were significantly increased with LDL-C, apolipoprotein A-1(apoA-1), apolipoprotein B (apoB), and inversely associated with HDL-C. Multivariable logistic regression analysis revealed a significant positive association between the TyG index and CAD. Logistic regression and RCS analyses showed that the association between TyG index and CAD risk was statistically significant only in the middle HDL-C tertile [OR = 2.766 for TyG Q2, OR = 3.100 for TyG Q3, OR = 2.701 for TyG Q4), all p  < 0.05]. A significant nonlinear relationship was also observed in this tertile ( p nonlinear < 0.05), after adjusting for covariates. The indirect effect of TyG index on CAD by HDL-C was 0.1372 (95% bootstrap CI: 0.0702 to 0.2156), while LDL-C and aopB showed no mediation effect on this association ( p  > 0.05). The TyG index was independently associated with CAD risk. Mediation analysis confirmed that HDL-C exerted a significant mediating effect on the association. Comprehensive management of HDL-C for people with high TyG index facilitates primary prevention of cardiovascular diseases.

Read PDF

Similar papers

Open access Aug 2026

Association of the cholesterol-high-density lipoprotein-glucose index with coronary atherosclerotic burden in patients with coronary artery disease

A higher CHG index was associated with a higher Gensini score in patients with CAD, suggesting that this simple and inexpensive metabolic marker may provide complementary information for assessing coronary atherosclerotic burden.

Jia-Yu Zhang, Hong-Xin Dong, Sheng Lei et al. · 0 citations
Open access Oct 2026

Association between the cholesterol-high-density lipoprotein-glucose (CHG) index and albuminuria risk in diabetic patients

The Cholesterol-High-Density Lipoprotein-Glucose (CHG) index is a novel composite metabolic biomarker. We aimed to evaluate the relationship between the CHG index and albuminuria prevalence in patients with type 2 diabetes mellitus (T2DM). A total of 1842 T2DM patients at Jinjiang Municipal Hospital were enr...

Yu-Ren Zhang, Jin-Ting Xu, Yi-Ping Zhang et al. · 0 citations
Open access Aug 2026

Triglyceride-Glucose (TyG) Index and Its Association with Vitamin D Status and Cardiovascular Risk Factors in Patients with Type 2 Diabetes Mellitus

The findings suggest that the TyG index and vitamin D status are associated with cardiometabolic risk factors; however, the cross-sectional design precludes causal inference, and prospective studies are needed to confirm these associations.

Sweety Kumari, A. Batta, Manju Sharma et al. · 0 citations
Open access Aug 2026

Associations between triglyceride-glucose-derived indices combined with the atherogenic index of plasma and the precise severity of newly diagnosed coronary artery disease: a quantile regressions analysis

Background Metabolic dysfunction, including insulin resistance, inflammation, and dyslipidaemia, plays a critical role in the development of coronary artery disease (CAD). The triglyceride-glucose (TyG) index, the C-reactive protein-triglyceride-glucose index (CTI), and the atherogenic index of plasma (AIP) are accessi...

Run-Zhe Wu, Cong-Ying Wang, Lu-Lu Pan et al. · 0 citations
Open access Sep 2026

Association between the triglyceride-high-density lipoprotein-glucose-body index and atrial fibrillation: a retrospective case-control study

Background The triglyceride-glucose (TyG) index is a surrogate marker of insulin resistance and has been associated with atrial fibrillation (AF) risk, but it does not capture adiposity. The triglyceride-high-density lipoprotein-glucose-body (TyHGB) index, which integrates lipid profile, glucose metabolism, and body ma...

Yun-Ling Geng, Xue-Bo Li, Yang Yang et al. · 0 citations
Open access Oct 2026

Association of the C-Reactive Protein–Triglyceride–Glucose Index with Kidney Injury in Patients with Coronary Heart Disease: A Two-Center Cross-Sectional Study

Background The composite index of inflammation and insulin resistance (IR), the C-reactive protein (CRP)–triglyceride–glucose (TyG) index (CTI), has been suggested to be closely associated with cardiovascular disease. However, the relationship between the CTI and kidney injury (KI), including its subtypes [declined kid...

Meng-Meng Fan, Xue-Ping Zhang, Xian-Wei Tian et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.