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Association between the triglyceride glucose index and heart failure: NHANES 2007-2018
1Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China.
Insights
The triglyceride glucose (TyG) index is linked to a higher risk of heart failure (HF) in individuals with cardiovascular disease. This index may serve as a key predictor and potential therapeutic target for HF.
Area of Science:
- Cardiology
- Metabolic Syndrome
- Public Health
Background:
- Heart failure (HF) poses a significant global health burden.
- Understanding novel risk predictors for HF is crucial for early intervention.
- The triglyceride glucose (TyG) index, a marker of insulin resistance, has emerged as a potential factor in cardiovascular health.
Purpose of the Study:
- To investigate the association between the triglyceride glucose (TyG) index and the risk of heart failure (HF).
- To explore the TyG index as a potential predictor in patients with existing cardiovascular and cerebrovascular diseases.
Main Methods:
- Analysis of data from the National Health and Nutrition Examination Survey (NHANES) (2007-2018).
- Inclusion of 13,825 participants, with 435 diagnosed with HF.
- Calculation of the TyG index using ln [fasting triglyceride (mg/dL) × fasting glucose (mg/dL)/2].
- Application of multivariate logistic regression and restricted cubic spline (RCS) analysis to assess the association and dose-response relationship.
Main Results:
- Individuals with HF exhibited significantly higher TyG index levels compared to those without HF (8.91 ± 0.74 vs. 8.57 ± 0.66, p < 0.001).
- A higher TyG index was associated with an increased risk of HF, with an adjusted odds ratio of 1.057 (Model 4).
- A linear dose-response relationship was observed between the TyG index and HF risk.
- The TyG index demonstrated predictive value for HF with an ROC curve area of 0.602 (p < 0.001).
Conclusions:
- The triglyceride glucose (TyG) index is positively associated with an increased risk of heart failure.
- The TyG index may serve as a valuable therapeutic target for managing and predicting HF.
- This study highlights the clinical utility of the TyG index in cardiovascular risk assessment.
Background:
Patients with heart failure (HF) were compared with non-HF people to explore the relationship between the triglyceride glucose (TyG) index and HF in participants with cardiovascular and cerebrovascular diseases.
Methods:
TyG index was calculated as ln [fasting triglyceride (mg/dL) × fasting glucose (mg/dL)/2]. Multivariate logistic regression models were used to investigate the association between the TyG index and the risk of HF. Restricted cubic spline (RCS) analysis was applied to evaluate the dose-response relationship between the TyG index and the risk of HF.
Results:
National Health and Nutrition Examination Survey (NHANES) (2007-2018) was used to analyze the association between TyG and HF in patients. A total of 13,825 participants who had their TyG index measured were included, involving 435 individuals with HF and 13,390 individuals without HF. Those with HF had higher levels of the TyG index compared with those without HF (8.91 ± 0.74 vs. 8.57 ± 0.66, p < 0.001). The odds ratio (OR) of HF for the TyG index from logistic regression was 1.644 and 1.057 in Model 1 (without adjusting for any variables) and Model 4 (adjusted for all covariates), respectively. Compared with individuals with Q1, a higher TyG index was related to the increased risk of HF. Model 1 showed that there was a linear dose-response relationship between the TyG index and HF (p = 0.686). The TyG index predicted the area of the receiver operating characteristic (ROC) curve of 0.602 (95% CI: 0.575-0.629, p < 0.001) and the optimal cutoff value was 8.91.
Conclusion:
The TyG index was positively associated with the risk of HF. The TyG index may be a therapeutic target and an important predictor of HF.
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