Key result
High TyG-BMI linked to ~40% higher risk of incident heart failure in type 2 diabetes.
Why the study?
The association between triglyceride glucose-body mass index and heart failure has been less studied, with inconsistent findings.
Does a higher triglyceride glucose-body mass index (TyG-BMI) increase the risk of incident heart failure in patients with type 2 diabetes?
Cohort (n=4,116)
No
Does a higher triglyceride glucose-body mass index (TyG-BMI) increase the risk of incident heart failure in patients with type 2 diabetes?
Hazard Ratio: 1.4 (95% CI 1.13–1.73)
Absolute Event Rate: 25.97% vs 19.01%
Higher TyG-BMI is significantly and independently associated with an increased risk of incident heart failure in patients with type 2 diabetes, offering better predictive value than BMI or the TyG index alone.
TyG-BMI may aid HF risk stratification in T2D; extends observational insulin-resistance data but leaves open prospective validation.
Objective: The triglyceride glucose-body mass index (TyG-BMI) is recognized as a reliable indicator for assessing insulin resistance. The association between TyG-BMI and heart failure (HF) has been less studied, with inconsistent findings. We aimed to investigate the relationship between TyG-BMI and HF in among the Chinese populations with type 2 diabetes. Methods: This retrospective cohort study included 4116 patients with type 2 diabetes, comprising 2941 men and 1175 women. TyG-BMI levels were determined utilizing the equation. The primary outcome was the diagnosis of HF, confirmed by cardiologists utilizing ICD-10-CM code I50. Cox proportional hazards models were utilized to evaluate the relationship between TyG-BMI and HF. Receiver operating characteristic (ROC) curve analysis was performed to evaluate the discriminative ability of TyG-BMI, BMI, and the TyG index. Shapley Additive Explanations (SHAP) analysis was applied to interpret the contribution of each variable within the prediction model. Additionally, the Sprague-Dawley rats were used to illustrate alterations in glucose and lipid metabolic parameters in the context of impaired cardiac function. Results: Over a median follow-up of 3.01 years, 904 new cases of HF were identified. After adjusting for multiple factors, the hazard ratios (HRs) [95% confidence interval (CI)] of HF based on quartiles of TyG-BMI levels at baseline [<175 (set as the reference), 175-208, 209-250, ≥ 250] were 1.00, 1.11(95% CI 0.89-1.45), 1.17 (95% CI 0.94-1.45), and 1.40 (95% CI 1.13-1.73), respectively. The TyG-BMI index exhibited robust predictive capability for incident HF, with an area under the curve (AUC) of 0.83, in contrast to 0.80 for BMI and 0.72 for the TyG index. Rats with impaired cardiac function exhibited elevated levels of blood glucose and lipids, as evidenced by animal research. Conclusion: In the overall population with type 2 diabetes, a higher TyG-BMI is associated with increased risk of HF. In comparison to TyG and BMI, the TyG-BMI index exhibits superior predictive value for incident HF.
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Zhang et al. (2026) conducted a cohort in Type 2 diabetes (n=4,116). Triglyceride glucose-body mass index (TyG-BMI) ≥ 250 vs. TyG-BMI < 175 was evaluated on Incident heart failure (HR 1.40, 95% CI 1.13-1.73). In patients with type 2 diabetes, a high TyG-BMI (≥ 250) was significantly associated with an increased risk of incident heart failure compared to a TyG-BMI < 175 (HR 1.40).
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