红细胞分布宽度与白蛋白比值是急性呼吸衰竭的潜在预后生物标志物:一项回顾性研究

IF 3.3 3区 医学 Q2 MEDICAL INFORMATICS
Qian He, Song Hu, Jun xie, Hui Liu, Chong Li
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引用次数: 0

摘要

重症监护室(ICU)收治的急性呼吸衰竭(ARF)患者的红细胞分布宽度(RDW)与白蛋白比值(RAR)与预后之间的关系仍不清楚。这项回顾性队列研究旨在调查这种关联。研究人员从重症监护医学信息市场 IV(MIMIC-IV)2.0 版数据库中收集了 ARF 患者的临床信息。主要结果为院内死亡率,次要结果包括 28 天死亡率、60 天死亡率、住院时间和重症监护室住院时间。研究人员通过 Cox 回归模型和亚组分析来探讨 RAR 与死亡率之间的关系。共有 4547 名急性呼吸衰竭患者入选,其中 2277 人属于低比值组(RAR = 4.83)。卡普兰-米尔生存分析显示,两组患者的生存概率存在显著差异。在调整了混杂因素后,Cox 回归分析表明,高 RAR 比率组的院内死亡率(HR 1.22,95% CI 1.07-1.40;P = 0.003)、28 天死亡率和 60 天死亡率的危险比(HR)更高。倾向评分匹配(PSM)分析进一步证实了高 RAR 是导致 ARF 的独立危险因素。这项研究表明,RAR是导致入住重症监护室的ARF患者临床预后不良的独立危险因素。较高的 RAR 水平与较高的院内死亡率、28 天死亡率和 60 天死亡率相关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The red blood cell distribution width to albumin ratio was a potential prognostic biomarker for acute respiratory failure: a retrospective study
The association between red blood cell distribution width (RDW) to albumin ratio (RAR) and prognosis in patients with acute respiratory failure (ARF) admitted to the Intensive Care Unit (ICU) remains unclear. This retrospective cohort study aims to investigate this association. Clinical information of ARF patients was collected from the Medical Information Mart for Intensive Care IV (MIMIC-IV) version 2.0 database. The primary outcome was, in-hospital mortality and secondary outcomes included 28-day mortality, 60-day mortality, length of hospital stay, and length of ICU stay. Cox regression models and subgroup analyses were conducted to explore the relationship between RAR and mortality. A total of 4547 patients with acute respiratory failure were enrolled, with 2277 in the low ratio group (RAR < 4.83) and 2270 in the high ratio group (RAR > = 4.83). Kaplan-Meier survival analysis demonstrated a significant difference in survival probability between the two groups. After adjusting for confounding factors, the Cox regression analysis showed that the high RAR ratio had a higher hazard ratio (HR) for in-hospital mortality (HR 1.22, 95% CI 1.07–1.40; P = 0.003), as well as for 28-day mortality and 60-day mortality. Propensity score-matched (PSM) analysis further supported the finding that high RAR was an independent risk factor for ARF. This study reveals that RAR is an independent risk factor for poor clinical prognosis in patients with ARF admitted to the ICU. Higher RAR levels were associated with increased in-hospital, 28-day and 60-day mortality rates.
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来源期刊
CiteScore
7.20
自引率
5.70%
发文量
297
审稿时长
1 months
期刊介绍: BMC Medical Informatics and Decision Making is an open access journal publishing original peer-reviewed research articles in relation to the design, development, implementation, use, and evaluation of health information technologies and decision-making for human health.
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