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重度疾病患者的甘油三酯-葡萄糖指数和心率与 28 天全因死亡率的相关性:对 MIMIC-IV 数据库的分析。

Correlation of the triglyceride-glucose index and heart rate with 28-day all-cause mortality in severely ill patients: analysis of the MIMIC-IV database.

机构信息

Department of Critical Care Medicine, Affiliated Hospital of Zunyi Medical University, Zunyi, 563000, China.

Department of Anesthesiology, Zhejiang Provincial People's Hospital Bijie Hospital, Bijie, 551700, China.

出版信息

Lipids Health Dis. 2024 Nov 21;23(1):387. doi: 10.1186/s12944-024-02358-9.

Abstract

BACKGROUND

Research has identified a link between the triglyceride-glucose index (TyG-i) and the risk of mortality in severely ill patients. However, it remains uncertain if the TyG-i affects mortality by influencing heart rate (HR).

METHODS

This study enrolled 3,509 severely ill participants from the Medical Information Mart for Intensive Care (MIMIC-IV) database who had triglyceride, glucose, and HR data upon entering the ICU. Cox regression models were applied to estimate the effect of the TyG-i and HR on 28-day all-cause mortality (ACM) and 28-day in-hospital mortality (IHM). Additionally, Kaplan-Meier (K-M) survival analysis was employed to explore outcome variations among different patient groups. The association of the TyG-i with HR, Sequential Organ Failure Assessment (SOFA) score, and Simplified Acute Physiology Score (SAPS) II was explored through linear regression analysis. Subgroup analysis explored potential interactions among patient characteristics, while sensitivity analysis gauged the robustness of the findings. Additionally, mediation analysis was conducted to assess whether elevated HR acts as an intermediary factor linking the TyG-i to both 28-day ACM and 28-day IHM.

RESULTS

During the 28-day follow-up, 586 cases (16.7%) died from all causes, and 439 cases (12.5%) died during hospitalisation. Cox results showed that individuals with a heightened TyG-i and elevated HR had the highest 28-day ACM (Hazard Ratio 1.70, P-value below 0.001) and 28-day IHM (Hazard Ratio 1.72, P-value below 0.001) compared to those with a reduced TyG-i and HR. The K-M curves showed that individuals with low TyG-i and low HR had the lowest incidence of 28-day ACM and 28-day IHM. The linear analysis results evidenced that the TyG-i was independently connected to HR (beta = 3.05, P-value below 0.001), and the TyG-i was also independently associated with SOFA score (beta = 0.39, P-value below 0.001) and SAPS II (beta = 1.79, P-value below 0.001). Subgroup analysis revealed a significant association in participants without hypertension, the interaction of an elevated TyG-i and HR strongly correlated with a higher 28-day death risk (interaction P-value below 0.05). Furthermore, HR mediated 29.5% of the connection between the TyG-i and 28-day ACM (P-value = 0.002), as well as 20.4% of the connection between the TyG-i and 28-day IHM (P-value = 0.002).

CONCLUSION

For severely ill patients, the TyG-i is distinctly correlated with HR, and elevated levels of both are strongly connected to greater 28-day ACM and 28-day IHM risks, especially in patients without hypertension. Furthermore, elevated HR mediates the connection between the TyG-i and 28-day mortality.

摘要

背景

研究已经确定甘油三酯-葡萄糖指数(TyG-i)与重症患者的死亡风险之间存在关联。然而,TyG-i 是否通过影响心率(HR)来影响死亡率仍不确定。

方法

本研究从 Medical Information Mart for Intensive Care(MIMIC-IV)数据库中招募了 3509 名患有严重疾病的参与者,他们在进入 ICU 时具有甘油三酯、葡萄糖和 HR 数据。应用 Cox 回归模型来估计 TyG-i 和 HR 对 28 天全因死亡率(ACM)和 28 天院内死亡率(IHM)的影响。此外,采用 Kaplan-Meier(K-M)生存分析来探讨不同患者群体之间的结果变化。通过线性回归分析探讨 TyG-i 与 HR、Sequential Organ Failure Assessment(SOFA)评分和 Simplified Acute Physiology Score(SAPS)II 之间的关联。亚组分析探讨了患者特征之间的潜在相互作用,而敏感性分析则评估了研究结果的稳健性。此外,还进行了中介分析,以评估升高的 HR 是否作为中介因素将 TyG-i 与 28 天 ACM 和 28 天 IHM 联系起来。

结果

在 28 天的随访期间,586 例(16.7%)患者因各种原因死亡,439 例(12.5%)患者在住院期间死亡。Cox 结果表明,TyG-i 升高和 HR 升高的个体具有最高的 28 天 ACM(风险比 1.70,P 值低于 0.001)和 28 天 IHM(风险比 1.72,P 值低于 0.001)与 TyG-i 和 HR 降低的个体相比。K-M 曲线表明,TyG-i 和 HR 较低的个体 28 天 ACM 和 28 天 IHM 的发生率最低。线性分析结果表明,TyG-i 与 HR 独立相关(β=3.05,P 值低于 0.001),TyG-i 与 SOFA 评分(β=0.39,P 值低于 0.001)和 SAPS II(β=1.79,P 值低于 0.001)也独立相关。亚组分析显示,在没有高血压的参与者中存在显著相关性,TyG-i 和 HR 升高的交互作用与较高的 28 天死亡风险密切相关(交互 P 值低于 0.05)。此外,HR 介导了 TyG-i 与 28 天 ACM 之间 29.5%的关联(P 值=0.002),以及 TyG-i 与 28 天 IHM 之间 20.4%的关联(P 值=0.002)。

结论

对于患有严重疾病的患者,TyG-i 与 HR 明显相关,两者水平升高与更大的 28 天 ACM 和 28 天 IHM 风险密切相关,尤其是在没有高血压的患者中。此外,升高的 HR 介导了 TyG-i 与 28 天死亡率之间的关联。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a273/11580213/b8a2a2c1f73a/12944_2024_2358_Fig1_HTML.jpg

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