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脓毒症重症患者血红蛋白水平与院内死亡率之间的关联:来自两个大型数据库的证据

Association between hemoglobin and in-hospital mortality in critically ill patients with sepsis: evidence from two large databases.

作者信息

Sheng Shuyue, Li Andong, Zhang Changjing, Liu Xiaobin, Zhou Wei, Shen Tuo, Ma Qimin, Ma Shaolin, Zhu Feng

机构信息

Department of Critical Care Medicine, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, 200120, China.

School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, 214122, China.

出版信息

BMC Infect Dis. 2024 Dec 19;24(1):1450. doi: 10.1186/s12879-024-10335-x.

Abstract

BACKGROUND

The relationship between baseline hemoglobin levels and in-hospital mortality in septic patients remains unclear. This study aimed to clarify this association in critically ill patients with sepsis.

METHODS

Patients with sepsis were retrospectively identified from the Medical Information Mart for Intensive Care-IV (MIMIC-IV 2.2) and eICU Collaborative Research Database (eICU-CRD). Multivariate logistic regression analysis and restricted cubic spline regression were used to investigate the association between hemoglobin and the risk of in-hospital mortality. Additionally, a two-part linear regression model was used to determine threshold effects. Stratified analyses were also performed.

RESULTS

A total of 21,946 patients from MIMIC-IV and 15,495 patients from eICU-CRD were included in the study. In-hospital mortality was 14.95% in MIMIC-IV and 17.40% in eICU-CRD. Multivariate logistic regression showed that hemoglobin was significantly and nonlinearly associated with the risk of in-hospital mortality after adjusting for other covariates. Furthermore, we found a nonlinear association between hemoglobin and in-hospital mortality, with mortality plateauing at 10.2 g/dL. The risk of mortality decreased with increasing hemoglobin levels below 10.2 g/dL but increased when hemoglobin levels exceeded 10.2 g/dL. These findings were validated in the eICU-CRD dataset.

CONCLUSIONS

A nonlinear correlation between hemoglobin levels and in-hospital mortality was observed in patients with sepsis, with a threshold of 10.2 g/DL. These findings suggested that hemoglobin levels below or above the threshold may be associated with worse outcomes, warranting further investigation in prospective studies.

摘要

背景

脓毒症患者的基线血红蛋白水平与院内死亡率之间的关系仍不明确。本研究旨在阐明重症脓毒症患者中的这种关联。

方法

从重症监护医学信息集市-IV(MIMIC-IV 2.2)和电子重症监护病房协作研究数据库(eICU-CRD)中回顾性识别脓毒症患者。采用多因素逻辑回归分析和受限立方样条回归来研究血红蛋白与院内死亡风险之间的关联。此外,使用两部分线性回归模型来确定阈值效应。还进行了分层分析。

结果

本研究纳入了来自MIMIC-IV的21946例患者和来自eICU-CRD的15495例患者。MIMIC-IV中的院内死亡率为14.95%,eICU-CRD中的为17.40%。多因素逻辑回归显示,在调整其他协变量后,血红蛋白与院内死亡风险呈显著非线性关联。此外,我们发现血红蛋白与院内死亡率之间存在非线性关联,死亡率在血红蛋白水平为10.2 g/dL时趋于平稳。低于10.2 g/dL时,随着血红蛋白水平升高,死亡风险降低,但当血红蛋白水平超过10.2 g/dL时,死亡风险增加。这些发现在eICU-CRD数据集中得到了验证。

结论

在脓毒症患者中观察到血红蛋白水平与院内死亡率之间存在非线性相关性,阈值为10.2 g/DL。这些发现表明,低于或高于该阈值的血红蛋白水平可能与更差的预后相关,值得在前瞻性研究中进一步探究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1bf/11660889/c4fe971f89de/12879_2024_10335_Fig1_HTML.jpg

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