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一项回顾性研究利用 MIMIC-IV 数据库探讨了甘油三酯-葡萄糖指数与脓毒症危重症患者死亡率之间的潜在关联。

A retrospective study utilized MIMIC-IV database to explore the potential association between triglyceride-glucose index and mortality in critically ill patients with sepsis.

机构信息

Burn Department, Ningbo No. 2 Hospital, No. 41 Northwest Street, Haishu District, Ningbo, 315010, Zhejiang Province, China.

Section of Medical Psychology, Department of Psychiatry and Psychotherapy, Faculty of Medicine, University of Bonn, 53127, Bonn, Germany.

出版信息

Sci Rep. 2024 Oct 15;14(1):24081. doi: 10.1038/s41598-024-75050-8.

Abstract

Triglyceride-glucose (TyG) index has emerged as a novel biomarker for detecting insulin resistance (IR) and has been proven to be associated with various diseases. However, its correlation with the prognosis of severe sepsis remains unraveled. This retrospective cohort study utilized patient records from the Medical Information Mart for Intensive Care (MIMIC-IV, version 2.2) to examine the outcomes of patients with sepsis. The primary outcomes were hospital mortality and intensive care unit (ICU) mortality. The correlation between the TyG index and outcomes was evaluated through the Kaplan-Meier method, the Log-rank test, and univariate and multivariate Cox regression analyses. Additionally, restricted cubic spline (RCS) regression analysis was employed to delve into the nonlinear relationship between baseline TyG index and outcomes, with trend significance assessed through quartile levels. Subgroup analyses were conducted to evaluate the consistency of the TyG index's prognostic value across various influencing factors. The study included 1,742 patients with sepsis requiring intensive care. The in-hospital mortality rate was 19.75% (344/1,742), and the ICU mortality rate was 14.75% (257/1,742). Cox regression analysis revealed that, in comparison to the first quartile (Q1), patients in the fourth quartile (Q4) had a 63% higher risk of in-hospital mortality (HR 1.63 [95% CI 1.22 to 2.18], P < 0.01) and a 79% higher risk of ICU mortality (HR 1.79 [95% CI 1.28 to 2.51], P < 0.001). Model 3 showed that ICU mortality risks for Q4, Q3, and Q2 were 240%, 75%, and 33% higher, respectively (HR 3.40 [95% CI 2.24 to 5.16], P < 0.001; HR 1.75 [95% CI 1.16 to 2.63], P = 0.007; HR 1.33 [95% CI 1.20 to 1.53], P < 0.001). RCS regression analysis identified a nonlinear association between the TyG index and mortality (overall P < 0.001; P for nonlinearity < 0.001, with an inflection point at 8.9). Subgroup analysis showed that the effect size and direction were consistent across different subgroups, suggesting the stability of the results. This study demonstrates that a higher TyG index is significantly associated with increased in-hospital and ICU mortality risk in critically ill sepsis patients, with evidence of non-linear correlation. Therefore, the TyG index helps identify the mortality prognosis of sepsis patients in the ICU.

摘要

甘油三酯-葡萄糖(TyG)指数已成为一种新的检测胰岛素抵抗(IR)的生物标志物,并且已经证明与各种疾病相关。然而,其与严重脓毒症预后的相关性仍未得到阐明。本回顾性队列研究利用来自医疗信息监护(MIMIC-IV,版本 2.2)的患者记录来检查脓毒症患者的结局。主要结局是医院死亡率和重症监护病房(ICU)死亡率。通过 Kaplan-Meier 方法、Log-rank 检验以及单变量和多变量 Cox 回归分析评估 TyG 指数与结局之间的相关性。此外,采用受限立方样条(RCS)回归分析来深入研究基线 TyG 指数与结局之间的非线性关系,并通过四分位数水平评估趋势显著性。进行亚组分析以评估 TyG 指数在各种影响因素下的预后价值的一致性。该研究纳入了 1742 名需要重症监护的脓毒症患者。院内死亡率为 19.75%(344/1742),ICU 死亡率为 14.75%(257/1742)。Cox 回归分析显示,与四分位第 1 组(Q1)相比,四分位第 4 组(Q4)患者的院内死亡率风险增加了 63%(HR 1.63[95%CI 1.22 至 2.18],P<0.01),ICU 死亡率风险增加了 79%(HR 1.79[95%CI 1.28 至 2.51],P<0.001)。模型 3 显示 Q4、Q3 和 Q2 的 ICU 死亡率风险分别增加了 240%、75%和 33%(HR 3.40[95%CI 2.24 至 5.16],P<0.001;HR 1.75[95%CI 1.16 至 2.63],P=0.007;HR 1.33[95%CI 1.20 至 1.53],P<0.001)。RCS 回归分析确定了 TyG 指数与死亡率之间的非线性关系(总体 P<0.001;非线性 P<0.001,拐点为 8.9)。亚组分析表明,不同亚组之间的效应大小和方向一致,表明结果的稳定性。本研究表明,较高的 TyG 指数与重症脓毒症患者的院内和 ICU 死亡率风险增加显著相关,并且存在非线性相关性。因此,TyG 指数有助于识别 ICU 中脓毒症患者的死亡率预后。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1949/11473526/abdabf4331f5/41598_2024_75050_Fig1_HTML.jpg

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