揭示重症监护室收治的慢性阻塞性肺病患者 HRR 的预后能力:MIMIC-IV数据库研究

IF 2.7 3区 医学 Q2 RESPIRATORY SYSTEM International Journal of Chronic Obstructive Pulmonary Disease Pub Date : 2025-01-06 eCollection Date: 2025-01-01 DOI:10.2147/COPD.S482344
Yuan Wang, Dan Chen, Chunlu Zhang, Haiying Yang
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引用次数: 0

摘要

目的:本研究旨在探讨慢性阻塞性肺疾病(COPD)危重患者血红蛋白/红细胞分布宽度比(HRR)与全因死亡风险的潜在关系。患者和方法:在对MIMIC-IV数据库的回顾性分析中,根据特定的HRR阈值将患者分为两组。倾向得分匹配(PSM)被用来解决协变量失衡。采用Logistic回归模型检验HRR与死亡率之间的关系。采用限制性三次样条(RCS)模型可视化HRR与死亡率之间的关系。采用受试者工作特征(ROC)曲线评价HRR的预测能力,采用决策曲线分析(DCA)进行临床评价。此外,进行亚组分析以探索特定队列内的潜在变化。结果:综合分析共发现1061例患者。HRR的阈值为5.395 g/L/%。应用PSM后,匹配队列包括544例患者。原始队列和匹配队列均显示,低hrr个体的全因死亡率更高,住院时间更长。Logistic回归分析表明,HRR是死亡率的独立危险因素。RCS分析显示HRR与死亡率之间存在显著的线性关系。原始队列的ROC曲线为0.58,匹配队列的ROC曲线为0.60。DCA分析提示HRR具有临床价值。亚组分析进一步验证了这些核心发现的稳健性。结论:低HRR与COPD危重患者全因死亡率呈正相关。
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Unveiling the Prognostic Power of HRR in ICU-Admitted COPD Patients: A MIMIC-IV Database Study.

Objective: This study sought to examine the potential relationship between Hemoglobin/Red Cell Distribution Width Ratio (HRR) and the all-cause mortality risk in critically ill patients with chronic obstructive pulmonary disease (COPD).

Patients and methods: In a retrospective analysis of the MIMIC-IV database, patients were divided into two groups based on a specific HRR threshold. Propensity score matching (PSM) was employed to address covariate imbalances. Logistic regression models was used to examine the association between HRR and mortality. A restricted cubic spline (RCS) model was employed to visualize the association between HRR and mortality. Receiver Operating Characteristic (ROC) curves were utilized to assess the predictive capability of HRR, and Decision Curve Analysis (DCA) was conducted for clinical evaluation. Furthermore, subgroup analyses were performed to explore potential variations within specific cohorts.

Results: A comprehensive analysis identified a total of 1,061 patients. The threshold value established for HRR is 5.395 g/L/%. Following the application of PSM, the matched cohort comprised 544 patients. Both the original and matched cohorts exhibited higher rates of all-cause mortality and extended hospital stays among individuals with low HRRs. Logistic regression analyses demonstrated that HRR is an independent risk factor of mortality. The RCS analysis demonstrated a significant linear relationship between HRR and mortality. The ROC curves yielded values of 0.58 for the original cohort and 0.60 for the matched cohort. DCA analysis indicated that HRR is clinically valuable. Subgroup analyses further validated the robustness of these core findings.

Conclusion: A lower HRR is positively associated with all-cause mortality in critically ill patients with COPD.

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来源期刊
CiteScore
4.80
自引率
10.70%
发文量
372
审稿时长
16 weeks
期刊介绍: An international, peer-reviewed journal of therapeutics and pharmacology focusing on concise rapid reporting of clinical studies and reviews in COPD. Special focus will be given to the pathophysiological processes underlying the disease, intervention programs, patient focused education, and self management protocols. This journal is directed at specialists and healthcare professionals
期刊最新文献
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