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应激性高血糖比值是创伤和外科重症监护患者死亡的危险因素:来自 MIMIC-IV 的回顾性队列研究。

Stress hyperglycemia ratio is a risk factor for mortality in trauma and surgical intensive care patients: a retrospective cohort study from the MIMIC-IV.

机构信息

Department of Anesthesiology, First Affiliated Hospital of Soochow University, Suzhou, 215031, Jiangsu Province, China.

Department of Anesthesiology, Wuxi Ninth People's Hospital Affiliated to Soochow University, Wuxi, 214000, Jiangsu Province, China.

出版信息

Eur J Med Res. 2024 Nov 21;29(1):558. doi: 10.1186/s40001-024-02160-4.

Abstract

BACKGROUND

Stress hyperglycemia ratio (SHR) can reduce the impact of baseline glucose on the stress hyperglycemia level. Studies have shown that SHR is associated with adverse outcomes. However, its relationship with the prognosis of trauma/surgical ICU patients has not been fully studied. The objective of this study was to explore the relationship between SHR and the short-term and long-term mortality in trauma/surgical ICU patients.

METHODS

Clinical data of trauma/surgical ICU patients were extracted from MIMIC-IV. The primary outcome was 28-day all-cause mortality, and the secondary outcome was 365-day all-cause mortality. Boruta algorithm was used to screen the important features related to the 28-day mortality, and Kaplan-Meier curve, Cox proportional hazards regression, and restricted cubic spline were used to explore the relationship between SHR and clinical outcomes.

RESULTS

A total of 1744 patients were included, of whom 786 were male and 958 were female. The 28-day and 365-day mortality rates were 14.7% and 27.2%, respectively. Multivariate Cox proportional hazards analysis showed that an increase in SHR was significantly associated with an increased risk of 28-day mortality [HR (95% CI) 1.30 (1.07, 1.58), p = 0.009] and 365-day mortality [HR (95% CI) 1.05 (1.02-1.09), p = 0.005]. Restricted cubic spline curve showed that the relationship between SHR and survival rate was "U-shaped".

CONCLUSIONS

Increase in SHR is associated with an increased risk of 28-day and 365-day all-cause mortality in trauma/surgical ICU patients.

摘要

背景

应激性高血糖比值(SHR)可降低基线血糖对应激性高血糖水平的影响。研究表明,SHR 与不良结局相关。然而,其与创伤/外科 ICU 患者预后的关系尚未得到充分研究。本研究旨在探讨 SHR 与创伤/外科 ICU 患者短期和长期死亡率的关系。

方法

从 MIMIC-IV 中提取创伤/外科 ICU 患者的临床数据。主要结局为 28 天全因死亡率,次要结局为 365 天全因死亡率。使用 Boruta 算法筛选与 28 天死亡率相关的重要特征,使用 Kaplan-Meier 曲线、Cox 比例风险回归和限制立方样条探索 SHR 与临床结局的关系。

结果

共纳入 1744 例患者,其中男性 786 例,女性 958 例。28 天和 365 天死亡率分别为 14.7%和 27.2%。多因素 Cox 比例风险分析显示,SHR 增加与 28 天死亡率[风险比(HR)(95%可信区间)1.30(1.07,1.58),p=0.009]和 365 天死亡率[HR(95%可信区间)1.05(1.02-1.09),p=0.005]增加显著相关。限制立方样条曲线显示,SHR 与生存率的关系呈“U 形”。

结论

SHR 增加与创伤/外科 ICU 患者 28 天和 365 天全因死亡率增加相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b5c0/11580232/2e439930b0a2/40001_2024_2160_Fig1_HTML.jpg

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