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血清甘油三酯水平与脓毒症患者死亡率之间的 U 型关系:基于 MIMIC-IV 数据库的分析。

U-shaped association between serum triglyceride levels and mortality among septic patients: An analysis based on the MIMIC-IV database.

机构信息

Department of Critical Care Medicine, Jinling Hospital, Medical School of Nanjing Medical University, Nanjing, China.

Department of Critical Care Medicine, Jinling Hospital, Medical School of Nanjing University, Nanjing, China.

出版信息

PLoS One. 2023 Nov 27;18(11):e0294779. doi: 10.1371/journal.pone.0294779. eCollection 2023.

Abstract

BACKGROUND

Sepsis is characterized by upregulated lipolysis in adipose tissue and a high blood triglyceride (TG) level. It is still debated whether serum TG level is related to mortality in septic patients. The aim of this study is to investigate the association between serum TG level and mortality in septic patients admitted to the intensive care unit (ICU).

METHODS

Data from adult septic patients (≥18 years) admitted to the ICU for the first time were obtained from the Multiparameter Intelligent Monitoring in Intensive Care IV (MIMIC-IV) database. The patients' serum TG levels that were measured within the first week after ICU admission were extracted for statistical analysis. The endpoints were 28-day, ICU and in-hospital mortality.

RESULTS

A total of 2,782 septic patients were included. Univariate analysis indicated that the relationship between serum TG levels and the risk of mortality was significantly nonlinear. Both the Lowess smoothing technique and restricted cubic spline analyses revealed a U-shaped association between serum TG levels and mortality among septic patients. The lowest mortality rate was associated with a serum TG level of 300-500 mg/dL. Using 300∼500 mg/dL as the reference range, we found that both hypo-TG (<300 mg/dL) and hyper-TG (≥500 mg/dL) were associated with increased mortality. The result was further adjusted by Cox regression with and without the inclusion of some differential covariates.

CONCLUSIONS

There was a U-shaped association between serum TG and mortality in septic ICU patients. The optimal concentration of serum TG levels in septic ICU patients is 300-500 mg/dL.

摘要

背景

脓毒症的特征是脂肪组织中脂解作用上调和血液甘油三酯 (TG) 水平升高。血清 TG 水平与脓毒症患者的死亡率之间是否存在相关性仍存在争议。本研究旨在探讨重症监护病房 (ICU) 收治的脓毒症患者血清 TG 水平与死亡率之间的关系。

方法

从 Multiparameter Intelligent Monitoring in Intensive Care IV(MIMIC-IV)数据库中获取首次入住 ICU 的成年脓毒症患者的数据。提取患者 ICU 入院后第一周内测量的血清 TG 水平进行统计分析。终点为 28 天、ICU 和住院死亡率。

结果

共纳入 2782 例脓毒症患者。单因素分析表明,血清 TG 水平与死亡率之间的关系呈显著非线性。低通平滑技术和限制立方样条分析均显示,血清 TG 水平与脓毒症患者的死亡率之间存在 U 形关联。最低死亡率与血清 TG 水平 300-500mg/dL 相关。以 300∼500mg/dL 为参考范围,我们发现低 TG(<300mg/dL)和高 TG(≥500mg/dL)均与死亡率增加相关。结果进一步通过 Cox 回归进行调整,包括和不包括一些差异协变量。

结论

血清 TG 与脓毒症 ICU 患者的死亡率之间存在 U 形关联。脓毒症 ICU 患者血清 TG 水平的最佳浓度为 300-500mg/dL。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f100/10681221/d04566a57dac/pone.0294779.g001.jpg

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