Hu Shiyu, Zhang Ye, Cui Zhifang, Zhang Ye, Wang Jiaye, Tan Xiaoli, Chen Wenyu
Department of Respiratory Medicine, Affiliated Hospital of Jiaxing University, Jiaxing, China.
Department of General Medicine, Affiliated Hospital of Jiaxing University, Jiaxing, China.
BMC Pulm Med. 2025 Apr 2;25(1):149. doi: 10.1186/s12890-025-03597-x.
The Triglyceride-Glucose (TyG) index, a reliable marker for insulin resistance, is now employed to assess the onset and prognosis of various conditions like acute coronary syndrome, chronic kidney disease, and ischemic stroke. However, whether the TyG index can be used to assess respiratory failure (RF) risk among Chronic obstructive pulmonary disease (COPD) patients remains uncertain. The present study aims to delve into the link between the TyG index and the risk of RF in COPD patients.
Individuals with COPD were retrospectively acquired from the MIMIC-IV 2.2 (The Medical Information Mart for Intensive Care IV, version 2.2) database. The association between the TyG index and the probability of RF among COPD patients was evaluated using Cox proportional hazards models and restricted cubic spline (RCS) curves. Cumulative incidence curves were generated to appraise the RF risk across the quartile groups. Finally, 1188 patients were recruited from the First Hospital of Jiaxing City to externally validate the Cox modeling results for the primary outcome.
This study incorporated a total of 1,232 participants from MIMIC database. Among these individuals, 134 cases (10.9%) experienced RF. According to Cox regression analysis, a one-unit increment in the TyG index was linked to a 1.821-fold elevated risk of RF in the COPD population (HR, 1.821[95% CI 1.349-2.459], P < 0.001). High TyG index levels were significantly linked to a higher RF risk (HR, 3.510 [95% CI 1.885-6.535], P < 0.001). RCS curve analysis also signaled a linear correlation between the TyG index and RF risk (P-Nonlinear = 0.074).
There exists a certain correlation between high-level TyG index and the risk of RF occurrence in COPD patients, indicating promising prospects for utilizing the TyG index to assess the severity of COPD patients.
甘油三酯-葡萄糖(TyG)指数是胰岛素抵抗的可靠标志物,目前用于评估急性冠状动脉综合征、慢性肾脏病和缺血性中风等各种疾病的发病情况和预后。然而,TyG指数是否可用于评估慢性阻塞性肺疾病(COPD)患者发生呼吸衰竭(RF)的风险仍不确定。本研究旨在深入探讨TyG指数与COPD患者发生RF风险之间的联系。
从MIMIC-IV 2.2(重症监护医学信息数据库IV,版本2.2)数据库中回顾性收集COPD患者。使用Cox比例风险模型和限制性立方样条(RCS)曲线评估TyG指数与COPD患者发生RF概率之间的关联。生成累积发病率曲线以评估四分位组中的RF风险。最后,从嘉兴市第一医院招募了1188名患者,对主要结局的Cox模型结果进行外部验证。
本研究共纳入了来自MIMIC数据库的1232名参与者。在这些个体中,134例(10.9%)发生了RF。根据Cox回归分析,TyG指数每增加一个单位,COPD人群发生RF的风险就会增加1.821倍(HR,1.821[95%CI 1.349-2.459],P<0.001)。高TyG指数水平与更高的RF风险显著相关(HR,3.510[95%CI 1.885-6.535],P<0.001)。RCS曲线分析也表明TyG指数与RF风险之间存在线性相关性(P-非线性=0.074)。
高水平的TyG指数与COPD患者发生RF的风险之间存在一定的相关性,这表明利用TyG指数评估COPD患者的严重程度具有广阔前景。