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脓毒症重症监护患者血压反应指数与短期死亡率的L型关联:基于MIMIC-IV数据库的分析

L-shaped association between the blood pressure response index and short-term mortality in intensive care patients with sepsis: An analysis based on the MIMIC-IV database.

作者信息

Xu Heping, Mo Ruiyong, Liu Yiqiao, Niu Huan, Cai Xiongwei, He Ping

机构信息

Department of Emergency Medicine, Hainan General Hospital/Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China.

Department of Emergency Medicine, Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China.

出版信息

PLoS One. 2025 Jun 11;20(6):e0325110. doi: 10.1371/journal.pone.0325110. eCollection 2025.

Abstract

BACKGROUND

Septic shock is a life-threatening condition that requires rapid assessment to reduce mortality. This study investigated the relationship between the blood pressure response index at admission and short-term mortality in septic shock patients.

METHODS

We retrospectively analyzed clinical data from the MIMIC-IV database via multivariable logistic regression, sensitivity analysis, and restricted cubic spline models to explore the associations between the BPRI at ICU admission and short-term mortality. Kaplan-Meier estimates and ROC curves evaluated BPRI's predictive value.

RESULTS

In 7,382 patients, a higher BPRI was linked to reduced short-term mortality. Each standard deviation increase in the BPRI led to 2.5%, 2.0%, and 1.8% reductions in in-hospital, 28-day, and 90-day mortality, respectively. K‒M analysis revealed significantly lower short-term mortality in patients with higher BPRIs (P < 0.0001). An L-shaped nonlinear relationship between the BPRI and mortality was observed in the RCS model. The ROC curve for the BPRI showed an AUC of 0.640. Sensitivity analyses revealed an association even after patients with myocardial infarction, malignant cancer, or missing data were excluded.

CONCLUSION

An elevated BPRI at ICU admission is significantly associated with reduced short-term mortality in septic shock patients, indicating its potential as an early prognostic tool for risk assessment.

摘要

背景

感染性休克是一种危及生命的疾病,需要快速评估以降低死亡率。本研究调查了感染性休克患者入院时的血压反应指数与短期死亡率之间的关系。

方法

我们通过多变量逻辑回归、敏感性分析和受限立方样条模型对MIMIC-IV数据库中的临床数据进行回顾性分析,以探讨重症监护病房(ICU)入院时的血压反应指数(BPRI)与短期死亡率之间的关联。采用Kaplan-Meier估计法和ROC曲线评估BPRI的预测价值。

结果

在7382例患者中,较高的BPRI与较低的短期死亡率相关。BPRI每增加一个标准差,住院死亡率、28天死亡率和90天死亡率分别降低2.5%、2.0%和1.8%。Kaplan-Meier分析显示,BPRI较高的患者短期死亡率显著较低(P < 0.0001)。受限立方样条模型显示BPRI与死亡率之间呈L形非线性关系。BPRI的ROC曲线显示曲线下面积(AUC)为0.640。敏感性分析显示,即使排除心肌梗死、恶性肿瘤或数据缺失的患者,仍存在关联。

结论

ICU入院时BPRI升高与感染性休克患者短期死亡率降低显著相关,表明其作为早期风险评估预后工具的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ae6/12157094/c294d24abc97/pone.0325110.g001.jpg

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