Feng Baoyu, Zhao Yejing, Xu Wei, Meng Xuyang, Li Yi, Xia Chenxi, Zhao Zinan, Peng Hongyu, Wang Xiang
Department of Clinical Trial Center, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Front Endocrinol (Lausanne). 2025 Sep 11;16:1653948. doi: 10.3389/fendo.2025.1653948. eCollection 2025.
The triglyceride-glucose (TyG) index, combining fasting glucose and triglyceride levels, has emerged as a promising biomarker for coronary artery disease (CAD). However, evidence for its long-term prognostic value in CAD remains limited and inconclusive.
This prospective cohort study was conducted at Beijing Hospital between January 2016 and December 2021, involving 23,591 patients with CAD. Based on the inclusion and exclusion criteria, a total of 11,325 CAD patients were included in the final analysis. TyG index was determined using the formula ln [fasting triglycerides (mg/dL) × fasting glucose. Eligible participants were stratified by TyG tertiles: Tertile 1 (TyG ≤ 8.39, n=3,775); Tertile 2 (8.40 ≤ TyG ≤ 8.92, n=3,776); Tertile 3 (TyG ≥ 8.93, n=3,774), with a median follow-up duration of 28 months. The primary outcomes were all-cause death and cardiovascular disease (CVD) death. The secondary outcome was major adverse cardiovascular events (MACE). Cox proportional hazards models and restricted cubic spline (RCS) analysis were applied to investigate the relationship between the TyG index and endpoints.
RCS analyses showed a monotonic increase in all-cause death, CVD death, and MACE risks with higher TyG. Kaplan-Meier curves confirmed worse survival in higher TyG tertiles. Multivariable-adjusted analysis revealed continuous TyG index was an independent risk factor for all-cause death (HR = 1.22; 95% CI 1.02-1.45) and CVD death (HR = 1.61; 95% CI 1.17-2.22). Using the lowest TyG index tertile as the reference (T1), the highest tertile (T3) group exhibited a 1.34-fold risk of all-cause death (95% CI 1.04-1.72), a 1.99-fold risk of CVD death (95% CI 1.23-3.21), and a 1.17-fold higher risk of MACE (95% CI 1.00-1.37), respectively. Subgroup analyses showed the continuous TyG index was significantly associated with the risk of all-cause death in acute coronary syndrome (ACS) (HR = 1.33, 95% CI 1.01-1.74) and CVD death in chronic coronary syndrome (CCS) (HR = 1.79, 95% CI 1.16-2.78). With T1 as the reference, patients with CCS in the T3 group had a 2.15-fold higher risk of CVD death (95% CI 1.10-4.23).
The TyG index correlates with increased all-cause death, CVD death, and MACE risks in CAD, with prognostic value in both ACS and CCS, particularly in CCS. These findings establish TyG as a robust CAD biomarker, warranting further clinical research.
甘油三酯-葡萄糖(TyG)指数结合空腹血糖和甘油三酯水平,已成为一种有前景的冠状动脉疾病(CAD)生物标志物。然而,其在CAD中的长期预后价值的证据仍然有限且尚无定论。
这项前瞻性队列研究于2016年1月至2021年12月在北京医院进行,纳入23,591例CAD患者。根据纳入和排除标准,最终分析共纳入11,325例CAD患者。TyG指数采用公式ln[空腹甘油三酯(mg/dL)×空腹血糖]计算。符合条件的参与者按TyG三分位数分层:三分位数1(TyG≤8.39,n = 3,775);三分位数2(8.40≤TyG≤8.92,n = 3,776);三分位数3(TyG≥8.93,n = 3,774),中位随访时间为28个月。主要结局为全因死亡和心血管疾病(CVD)死亡。次要结局为主要不良心血管事件(MACE)。应用Cox比例风险模型和受限立方样条(RCS)分析来研究TyG指数与终点之间的关系。
RCS分析显示,随着TyG升高,全因死亡、CVD死亡和MACE风险呈单调增加。Kaplan-Meier曲线证实TyG三分位数越高,生存率越差。多变量调整分析显示,连续TyG指数是全因死亡(HR = 1.22;95%CI 1.02 - 1.45)和CVD死亡(HR = 1.61;95%CI 1.17 - 2.22)的独立危险因素。以最低TyG指数三分位数为参照(T1),最高三分位数(T3)组全因死亡风险高1.34倍(95%CI 1.04 - 1.72),CVD死亡风险高1.99倍(95%CI 1.23 - 3.21),MACE风险高1.17倍(95%CI 1.00 - 1.37)。亚组分析显示,连续TyG指数与急性冠状动脉综合征(ACS)中的全因死亡风险(HR = 1.33,95%CI 1.01 - 1.74)和慢性冠状动脉综合征(CCS)中的CVD死亡风险(HR = 1.79,95%CI 1.16 - 2.78)显著相关。以T1为参照,T3组CCS患者CVD死亡风险高2.15倍(95%CI 1.10 - 4.23)。
TyG指数与CAD患者全因死亡、CVD死亡和MACE风险增加相关,在ACS和CCS中均具有预后价值,尤其是在CCS中。这些发现确立了TyG作为一种可靠的CAD生物标志物,值得进一步的临床研究。