红细胞分布宽度
医学
内科学
接收机工作特性
糖尿病
回顾性队列研究
逻辑回归
队列研究
置信区间
死亡率
前瞻性队列研究
危险系数
试验预测值
感染性休克
败血症
队列
死亡风险
曲线下面积
生物标志物
多元分析
疾病严重程度
作者
Kunsheng Zhao,Guang Zhang,Chengsheng Wu,Dawei Wang,Hongyu Zhang
出处
期刊:PLOS ONE
[Public Library of Science]
日期:2025-10-07
卷期号:20 (10): e0333689-e0333689
标识
DOI:10.1371/journal.pone.0333689
摘要
The correlation between red cell distribution width (RDW)and mortality in septic patients with diabetes mellitus has not been extensively investigated. This study aimed to explore the correlation between RDW and mortality and potential value of RDW as a prognostic indicator in septic patients with diabetes mellitus. A total of 5476 septic patients with diabetes mellitus were included in this multicenter retrospective cohort study. Multivariate logistic regression, dose-response, and mediation analyses were conducted to examine the association between RDW and mortality in septic patients with diabetes mellitus. The predictive value of RDW was assessed using the receiver operating characteristic (ROC) curve analysis and SHapley Additive exPlanations (SHAP) analysis. The improvement in the model was assessed using net reclassification improvement (NRI) and integrated discrimination improvement (IDI). After adjusting for all confounders, RDW was an independent variable for mortality (odds ratio [OR]: 1.37, 95% confidence interval [CI]: 1.26, 1.50, per standard deviation in RDW, P < 0.001). Moreover, RDW was positively correlated with 28-day mortality in a non-linear manner. The contribution of the predictive value of RDW was substantial in the ROC curve and SHAP analyses. The addition of RDW improved the predictive performance of the baseline model (continuous NRI [95% CI], 0.284 (0.188, 0.379); P < 0.001; IDI [95% CI], 0.012 (0.007, 0.016); P < 0.001). In conclusion, RDW may be a valuable indicator for predicting risk stratification and outcomes in septic patients with diabetes mellitus.
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