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Updated: Jun 11, 2025

Author Spotlight: Exploring the Relationship Between Lipotoxicity and HFpEF
Published on: March 29, 2024
Association between triglyceride glycemic index and ejection fraction preserved heart failure in hypertensive
Xue-Feng Shan1,2,3, Long Yang1, Xiao-Ming Gao1,2,3
1State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia; Pediatric Cardiothoracic Surgery, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China.
Insights
The triglyceride-glucose (TyG) index, a marker for insulin resistance, is significantly associated with heart failure with preserved ejection fraction (HFpEF) in patients with essential hypertension. This finding suggests metabolic dysfunction plays a key role in HFpEF development.
Area of Science:
- Cardiology
- Metabolic Syndrome
- Hypertension Research
Background:
- The triglyceride-glucose (TyG) index is a recognized predictor of cardiovascular disease and a surrogate for insulin resistance (IR).
- The relationship between the TyG index and heart failure with preserved ejection fraction (HFpEF) in essential hypertension patients was previously unestablished.
Purpose of the Study:
- To investigate the correlation between the TyG index and HFpEF in patients diagnosed with essential hypertension.
- To evaluate the predictive value of the TyG index for HFpEF in this population.
Main Methods:
- A retrospective study of 992 hypertensive patients was conducted.
- Spearman's correlation, logistic regression, restricted cubic splines, and ROC curve analyses were employed.
- Patients were stratified by TyG index tertiles to assess risk factors.
Main Results:
- Higher TyG index tertiles were linked to increased HFpEF risk factors like age, BMI, SBP, NT-proBNP, and LVMI.
- A significant independent association was found between the TyG index and HFpEF (OR 5.127).
- A nonlinear, S-shaped relationship existed between TyG index and HFpEF incidence; TyG index, NT-proBNP, and LVMI showed good predictive ability, with the TyG+LVMI combination being strongest (AUC 0.907).
Conclusions:
- Insulin resistance, indicated by the TyG index, is significantly associated with HFpEF development in hypertensive individuals.
- Metabolic dysfunction is crucial in HFpEF pathophysiology.
- A comprehensive approach to cardiovascular risk management in hypertension should consider metabolic factors.
Background:
The triglyceride-glucose (TyG) index is regarded as an independent predictor of cardiovascular disease consequences and a reliable surrogate measure of insulin resistance (IR). However, the correlation analysis between triglyceride glucose index and heart failure with preserved ejection fraction in patients with essential hypertension remains unknown.
Methods:
A single-center, retrospective study was conducted with patients diagnosed with essential hypertension at the First Affiliated Hospital of Xinjiang Medical University, from December 2018 to September 2020. Participants were selected based on specific inclusion and exclusion criteria, with their clinical data and laboratory tests collected. The study employed Spearman's correlation analysis, logistic regression models, restricted cubic spline plots, and receiver operating characteristic (ROC) curves to investigate the relationships between the TyG index and HFpEF.
Results:
Out of 1,602 enrolled hypertensive patients, 992 were included in the analysis after applying exclusion criteria. Patients were categorized into tertiles based on the TyG index, which showed that patients in the highest tertile had characteristics associated with a higher risk of HFpEF, including age, body mass index (BMI), systolic blood pressure (SBP), N-terminal pro-B-type natriuretic peptide (NT-proBNP), and left ventricular mass index (LVMI). A significant, independent association between the TyG index and HFpEF was confirmed, with an odds ratio (OR) of 5.127 (95% CI [3.894-6.856]). Furthermore, an S-shaped nonlinear relationship was observed between the TyG index and the incidence of HFpEF (nonlinear p < 0.001). TyG index (AUC: 0.824, 95% CI [0.795-0.854]), NT-proBNP (AUC: 0.840, 95% CI [0.816-0.864]), and LVMI (AUC: 0.847, 95% CI [0.820-0.875]) showed good predictive ability for HFpEF. In addition, the TyG+LVMI combination demonstrated the strongest predictive ability (AUC: 0.907, 95% CI [0.887-0.927]).
Conclusion:
The study underscores a significant association between IR, as indicated by the TyG index, and the development of HFpEF in hypertensive patients. It highlights the critical role of metabolic dysfunction in the pathophysiology of HFpEF, advocating for a broader perspective on cardiovascular risk management.
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