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基于重症监护数据库的脓毒症患者入院时血红蛋白水平与预后的关系

Association between admission hemoglobin level and prognosis in sepsis patients based on a critical care database.

作者信息

Peng Hongchun, Su Yingjie, Luo Ju, Ding Ning

机构信息

Department of Orthopedics, The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha, China.

Department of Emergency Medicine, The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, No. 161 Shaoshan South Road, Changsha, 410004, Hunan, China.

出版信息

Sci Rep. 2024 Mar 3;14(1):5212. doi: 10.1038/s41598-024-55954-1.

Abstract

This study aimed to explore the association between admission hemoglobin level and clinical outcomes in sepsis based on Medical Information Mart for Intensive Care IV(MIMIC-IV) database. It was a retrospective study. Sepsis patients in the database were included. Data extraction from MIMIC-IV was performed by PostgreSQL 9.6 software. Three different models including crude model (adjusted for none), model I (adjusted for gender and age) and model II (adjusted for all potential cofounders) were constructed. A generalized liner model and a smooth fitting curve for indicating the relationship between hemoglobin level and 30-day mortality were performed. 6249 septic patients with a 30.18% of 30-day mortality were included. With 1 g/dl increment in hemoglobin level, the values of odds ratio (OR) in crude model, model I and model II were 0.96 (95% confidential interval (CI) 0.94-0.99, P = 0.0023), 0.96 (95%CI 0.93-0.98, P = 0.0010) and 0.87 (95%CI 0.79-0.95, P = 0.0020), respectively. The smooth fitting curve indicated a non-linear relationship and the turning point was 7.2 g/dl. Compared the hemoglobin group < 7.2 g/dl, the risk of 30-day mortality significantly decreased by 32% in the hemoglobin group ≥ 7.2 g/dl (OR = 0.68, 95%CI 0.51-0.93, P = 0.0142). The non-linear relationship between admission hemoglobin level and 30-day mortality in sepsis was found. Hemoglobin supplementation might be beneficial for septic patients with hemoglobin level < 7.2 g/dl.

摘要

本研究旨在基于重症监护医学信息集市IV(MIMIC-IV)数据库,探讨脓毒症患者入院时血红蛋白水平与临床结局之间的关联。这是一项回顾性研究。纳入数据库中的脓毒症患者。使用PostgreSQL 9.6软件从MIMIC-IV中提取数据。构建了三种不同模型,包括粗模型(未进行调整)、模型I(根据性别和年龄进行调整)和模型II(根据所有潜在混杂因素进行调整)。采用广义线性模型和光滑拟合曲线来表明血红蛋白水平与30天死亡率之间的关系。共纳入6249例脓毒症患者,30天死亡率为30.18%。血红蛋白水平每增加1 g/dl,粗模型、模型I和模型II中的比值比(OR)值分别为0.96(95%置信区间(CI)0.94 - 0.99,P = 0.0023)、0.96(95%CI 0.93 - 0.98,P = 0.0010)和0.87(95%CI 0.79 - 0.95,P = 0.0020)。光滑拟合曲线表明两者呈非线性关系,转折点为7.2 g/dl。与血红蛋白水平<7.2 g/dl组相比,血红蛋白水平≥7.2 g/dl组的30天死亡风险显著降低32%(OR = 0.68,95%CI 0.51 - 0.93,P = 0.0142)。研究发现脓毒症患者入院时血红蛋白水平与30天死亡率之间存在非线性关系。对于血红蛋白水平<7.2 g/dl的脓毒症患者,补充血红蛋白可能有益。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1a7/10909867/a68a057981c8/41598_2024_55954_Fig1_HTML.jpg

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