School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China.
Second Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China.
Front Endocrinol (Lausanne). 2024 Nov 4;15:1447072. doi: 10.3389/fendo.2024.1447072. eCollection 2024.
The triglyceride-glucose (TyG) index is a surrogate indicator of insulin resistance. Therefore, we aimed to determine the association between TyG index and heart failure (HF) with preserved ejection fraction (HFpEF) in patients with coronary heart disease (CHD) and to explore whether such associations would be modified by different metabolic states.
Among 107,301 CHD patients, 62,794 were included to analyze the relationship between the TyG index and HF. Among them, 8,606 patients who had undergone echocardiography were included to identify different types of HF, including HF with reduced ejection fraction (HFrEF), HF with intermediate-range ejection fraction (HFmrEF), and HFpEF. Among them, 1896 patients were diagnosed with HFpEF. Logistic regression was used to analyze the relationship between the TyG index and HFpEF in CHD patients. In addition, the association between TyG index and HFpEF according to sex, age, blood lipids, and blood pressure was assessed.
A baseline analysis of CHD patients divided into four groups according to the tertile level of the TyG index showed significant differences in the related parameters between the groups. In the multi-adjusted models, the TyG index was significantly associated with the risk of HFpEF (odds ratio [OR]: 1.17; 95% confidence interval [CI]: 1.09-1.25). After adjustment for multivariates, TyG index levels for T2 (OR: 1.33; 95% CI: 1.16-1.52) and T3 (OR: 1.52; 95% CI: 1.32-1.74) were associated with increased OR in HFpEF. In addition, the TyG index of CHD patients was significantly associated with HFpEF in older adults aged > 60 years (OR: 1.20; 95% CI: 1.11-1.29), hypertension (OR: 1.27; 95% CI: 1.17-1.37), and dyslipidemia (OR: 1.15; 95% CI: 1.08-1.24). Moreover, the OR (OR: 1.23; 95% CI: 1.11-1.36) in women is higher than in men (OR: 1.17; 95% CI: 1.02-1.22, indicating a stronger association between TyG index and HFpEF in women.
Our findings demonstrated a significant association between TyG index and HFpEF in CHD patients. Furthermore, TyG index was independently associated with HFpEF in hypertension, dyslipidemia, and older patients (aged > 60 years). In addition, the association between the TyG index and HFpEF in CHD patients differed according to sex.
三酰甘油-葡萄糖(TyG)指数是胰岛素抵抗的替代指标。因此,我们旨在确定 TyG 指数与冠心病(CHD)患者心力衰竭(HF)保留射血分数(HFpEF)之间的关系,并探讨这种关联是否会因不同的代谢状态而改变。
在 107301 例 CHD 患者中,纳入 62794 例患者分析 TyG 指数与 HF 之间的关系。其中,纳入 8606 例接受超声心动图检查的患者,以确定不同类型的 HF,包括射血分数降低的心力衰竭(HFrEF)、射血分数中间范围的心力衰竭(HFmrEF)和 HFpEF。其中,1896 例患者被诊断为 HFpEF。采用 logistic 回归分析 CHD 患者 TyG 指数与 HFpEF 的关系。此外,根据性别、年龄、血脂和血压评估 TyG 指数与 HFpEF 的相关性。
根据 TyG 指数三分位水平将 CHD 患者分为四组进行基线分析,各组间相关参数差异有统计学意义。在多因素调整模型中,TyG 指数与 HFpEF 风险显著相关(比值比[OR]:1.17;95%置信区间[CI]:1.09-1.25)。调整多变量后,TyG 指数 T2(OR:1.33;95%CI:1.16-1.52)和 T3(OR:1.52;95%CI:1.32-1.74)与 HFpEF 的 OR 增加相关。此外,TyG 指数与年龄>60 岁(OR:1.20;95%CI:1.11-1.29)、高血压(OR:1.27;95%CI:1.17-1.37)和血脂异常(OR:1.15;95%CI:1.08-1.24)的 CHD 患者的 HFpEF 明显相关。此外,女性的 OR(OR:1.23;95%CI:1.11-1.36)高于男性(OR:1.17;95%CI:1.02-1.22),表明 TyG 指数与女性 HFpEF 之间的关联更强。
我们的研究结果表明,TyG 指数与 CHD 患者的 HFpEF 之间存在显著相关性。此外,TyG 指数与高血压、血脂异常和老年(>60 岁)患者的 HFpEF 独立相关。此外,CHD 患者 TyG 指数与 HFpEF 的相关性因性别而异。