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入院时红细胞分布宽度预测肾衰竭危重症患者的结局:基于 MIMIC-IV 数据库的回顾性队列研究。

Red blood cell distribution width at admission predicts outcome in critically ill patients with kidney failure: a retrospective cohort study based on the MIMIC-IV database.

机构信息

Department of Clinical Laboratory, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China.

出版信息

Ren Fail. 2022 Dec;44(1):1182-1191. doi: 10.1080/0886022X.2022.2098766.

Abstract

PURPOSE

We aimed to explore whether red blood cell distribution width (RDW) could serve as a biomarker to predict outcomes in critically ill patients with kidney failure in this study.

MATERIALS AND METHODS

This retrospective study was conducted with the Medical Information Mart for Intensive Care IV (MIMIC-IV).A total of 674 patients were divided into three groups based on tertiles of RDW. We used the generalized additive model, Kaplan-Meier curve, and Cox proportional hazards models to evaluate the association between RDW and clinical outcomes. We then performed subgroup analyses to investigate the stability of the associations between RDW and all-cause mortality.

RESULTS

Nonlinear and J-shaped curves were observed in the generalized additive model. Kaplan-Meier analysis showed that patients with elevated RDW had a lower survival rate. The Cox regression model indicated that high levels of RDW were most closely associated with ICU mortality and 30-day mortality (HR = 4.71, 95% CI: 1.69-11.64 and HR = 6.62, 95% CI: 2.84-15.41). Subgroup analyses indicated that the associations between RDW and all-cause mortality were stable.

CONCLUSIONS

Elevated levels of RDW were associated with an increased risk of all-cause mortality, and RDW could be an independent prognostic factor for kidney failure.

摘要

目的

本研究旨在探讨红细胞分布宽度(RDW)是否可作为预测肾衰竭危重症患者结局的生物标志物。

材料与方法

本回顾性研究采用了医疗信息重症监护 IV 系统(MIMIC-IV)。根据 RDW 的三分位数,将 674 名患者分为三组。我们使用广义加性模型、Kaplan-Meier 曲线和 Cox 比例风险模型来评估 RDW 与临床结局之间的关联。然后进行亚组分析,以探究 RDW 与全因死亡率之间关联的稳定性。

结果

广义加性模型中观察到非线性和 J 形曲线。Kaplan-Meier 分析表明,RDW 升高的患者生存率较低。Cox 回归模型表明,高水平的 RDW 与 ICU 死亡率和 30 天死亡率密切相关(HR=4.71,95%CI:1.69-11.64 和 HR=6.62,95%CI:2.84-15.41)。亚组分析表明,RDW 与全因死亡率之间的关联稳定。

结论

RDW 水平升高与全因死亡率增加相关,RDW 可能是肾衰竭的独立预后因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f4fa/9291648/392efe3d8894/IRNF_A_2098766_F0001_B.jpg

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