Department of Laboratory Medicine, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China.
Department of Respiratory and Critical Care Medicine, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China.
Clin Chim Acta. 2019 Nov;498:62-67. doi: 10.1016/j.cca.2019.08.008. Epub 2019 Aug 13.
The prognostic value of red blood cell distribution width (RDW) in critical illness remains controversial. The aim of this study was to investigate the prognostic value of on-admission RDW for in-hospital and 4-year mortality in adults with critical illness.
This is a retrospective cohort study from the Medical Information Mart for Intensive Care III (MIMIC III) database (version 1.4). Patients admitted to the intensive care unit (ICU) for the first time were included. Their on-admission RDW and severity scores were extracted with the Structured Query Language (SQL). The patients were categorized into a training set and a validation set. The relation of RDW to in-hospital and 4-year all-cause mortality was analyzed using receiver operating characteristic (ROC) curve, Kaplan-Meier curve, Cox model, net reclassification index (NRI), integrated discriminatory index (IDI) and nomogram.
A total of 36,532 patients (21,090 in training and 15,442 in validation set) were included in this study. Increased RDW was significantly associated with higher in-hospital and 4-year mortality. The prognostic value of RDW for 4-year mortality was independent of conventional severity scores. Using conventional severity scores as covariates the continuous NRI and IDI of RDW for in-hospital mortality were around 0.3-0.5 and 0.01-0.03, respectively. For 4-year mortality the NRI was around 0.2-0.3 and IDIs was around 0.03-0.08.
Admission RDW predicts both in-hospital and 4-year mortality in adult patients with critical illness admitted in the ICU, and can provide additional prognostic values beyond conventional clinical severity scores.
红细胞分布宽度(RDW)在危重病中的预后价值仍存在争议。本研究旨在探讨入院时 RDW 对成年危重病患者住院和 4 年死亡率的预后价值。
这是一项来自医疗信息重症监护 III (MIMIC III)数据库(版本 1.4)的回顾性队列研究。纳入首次入住重症监护病房(ICU)的患者。使用结构化查询语言(SQL)提取其入院时的 RDW 和严重程度评分。将患者分为训练集和验证集。使用接收者操作特征(ROC)曲线、Kaplan-Meier 曲线、Cox 模型、净重新分类指数(NRI)、综合判别指数(IDI)和列线图分析 RDW 与住院和 4 年全因死亡率的关系。
本研究共纳入 36532 例患者(训练组 21090 例,验证组 15442 例)。RDW 升高与住院和 4 年死亡率升高显著相关。RDW 对 4 年死亡率的预后价值独立于常规严重程度评分。使用常规严重程度评分作为协变量,RDW 对住院死亡率的连续 NRI 和 IDI 约为 0.3-0.5 和 0.01-0.03,对 4 年死亡率的 NRI 约为 0.2-0.3,IDIs 约为 0.03-0.08。
入院时的 RDW 可预测成年危重病患者 ICU 住院和 4 年死亡率,并能提供常规临床严重程度评分之外的额外预后价值。