{"title":"红细胞分布宽度与白蛋白比预测慢性阻塞性肺疾病患者1年死亡率:来自MIMIC-IV和NHANES的证据","authors":"Pengcheng Sheng, Wanqi Lei, Tanyun Cheng, Yaoting Deng, Yeshan Li, Zhaoyan Wu, Bangzhu Liu","doi":"10.2147/COPD.S543479","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>The red blood cell distribution width-to-albumin ratio (RAR) is an emerging biomarker that reflects systemic inflammation and nutritional status. However, its prognostic value in patients with chronic obstructive pulmonary disease (COPD) remains unclear. This study aimed to evaluate the predictive value of RAR for 1-year all-cause mortality in patients with COPD and to explore its clinical relevance.</p><p><strong>Patients and methods: </strong>We conducted a retrospective analysis using two independent cohorts: hospitalized COPD patients from the MIMIC-IV database (2008-2019, n = 2649) and community-dwelling individuals with COPD from the NHANES database (2003-2018, n = 2415). RAR levels were stratified into quartiles (Q1-Q4). Multivariable logistic regression models were used to examine the association between RAR and 1-year all-cause mortality. Generalized additive models (GAMs) assessed nonlinear relationships. Receiver operating characteristic (ROC) analysis evaluated the predictive performance of RAR compared with other markers such as NLR, PLR, and RDW.</p><p><strong>Results: </strong>Higher RAR levels were independently associated with an increased risk of 1-year all-cause mortality in patients with COPD. In the MIMIC-IV cohort, the highest quartile (Q4) had an OR of 7.90 (95% CI: 6.05-10.32; P < 0.001) compared to Q1. In the NHANES cohort, the OR for Q4 was 11.16 (95% CI: 4.42-28.18; P < 0.001). ROC analysis revealed that RAR achieved a higher area under the curve (AUC) (0.801 in MIMIC-IV and 0.787 in NHANES) than other markers, indicating superior discriminatory ability.</p><p><strong>Conclusion: </strong>RAR serves as an independent predictor of 1-year all-cause mortality in patients with COPD. By integrating indicators of systemic inflammation and nutritional status, RAR provides a reliable tool for clinical risk stratification.</p>","PeriodicalId":48818,"journal":{"name":"International Journal of Chronic Obstructive Pulmonary Disease","volume":"20 ","pages":"3351-3360"},"PeriodicalIF":3.1000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12497373/pdf/","citationCount":"0","resultStr":"{\"title\":\"The Red Cell Distribution Width-to-Albumin Ratio Predicts 1-Year Mortality in Patients with Chronic Obstructive Pulmonary Disease: Evidence From MIMIC-IV and NHANES.\",\"authors\":\"Pengcheng Sheng, Wanqi Lei, Tanyun Cheng, Yaoting Deng, Yeshan Li, Zhaoyan Wu, Bangzhu Liu\",\"doi\":\"10.2147/COPD.S543479\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>The red blood cell distribution width-to-albumin ratio (RAR) is an emerging biomarker that reflects systemic inflammation and nutritional status. However, its prognostic value in patients with chronic obstructive pulmonary disease (COPD) remains unclear. This study aimed to evaluate the predictive value of RAR for 1-year all-cause mortality in patients with COPD and to explore its clinical relevance.</p><p><strong>Patients and methods: </strong>We conducted a retrospective analysis using two independent cohorts: hospitalized COPD patients from the MIMIC-IV database (2008-2019, n = 2649) and community-dwelling individuals with COPD from the NHANES database (2003-2018, n = 2415). RAR levels were stratified into quartiles (Q1-Q4). Multivariable logistic regression models were used to examine the association between RAR and 1-year all-cause mortality. Generalized additive models (GAMs) assessed nonlinear relationships. Receiver operating characteristic (ROC) analysis evaluated the predictive performance of RAR compared with other markers such as NLR, PLR, and RDW.</p><p><strong>Results: </strong>Higher RAR levels were independently associated with an increased risk of 1-year all-cause mortality in patients with COPD. In the MIMIC-IV cohort, the highest quartile (Q4) had an OR of 7.90 (95% CI: 6.05-10.32; P < 0.001) compared to Q1. In the NHANES cohort, the OR for Q4 was 11.16 (95% CI: 4.42-28.18; P < 0.001). ROC analysis revealed that RAR achieved a higher area under the curve (AUC) (0.801 in MIMIC-IV and 0.787 in NHANES) than other markers, indicating superior discriminatory ability.</p><p><strong>Conclusion: </strong>RAR serves as an independent predictor of 1-year all-cause mortality in patients with COPD. By integrating indicators of systemic inflammation and nutritional status, RAR provides a reliable tool for clinical risk stratification.</p>\",\"PeriodicalId\":48818,\"journal\":{\"name\":\"International Journal of Chronic Obstructive Pulmonary Disease\",\"volume\":\"20 \",\"pages\":\"3351-3360\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12497373/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Chronic Obstructive Pulmonary Disease\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.2147/COPD.S543479\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"RESPIRATORY SYSTEM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Chronic Obstructive Pulmonary Disease","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2147/COPD.S543479","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"RESPIRATORY SYSTEM","Score":null,"Total":0}
引用次数: 0
摘要
目的:红细胞分布宽度与白蛋白比(RAR)是一种反映全身炎症和营养状况的新兴生物标志物。然而,其在慢性阻塞性肺疾病(COPD)患者中的预后价值尚不清楚。本研究旨在评价RAR对COPD患者1年全因死亡率的预测价值,并探讨其临床意义。患者和方法:我们使用两个独立队列进行了回顾性分析:来自MIMIC-IV数据库的住院COPD患者(2008-2019,n = 2649)和来自NHANES数据库的社区COPD患者(2003-2018,n = 2415)。RAR水平按四分位数分层(Q1-Q4)。采用多变量logistic回归模型检验RAR与1年全因死亡率之间的关系。广义加性模型(GAMs)评估了非线性关系。受试者工作特征(ROC)分析评估了RAR与NLR、PLR和RDW等其他标记物的预测性能。结果:较高的RAR水平与COPD患者1年全因死亡风险增加独立相关。在MIMIC-IV队列中,与Q1相比,最高四分位数(Q4)的OR为7.90 (95% CI: 6.05-10.32; P < 0.001)。在NHANES队列中,Q4的OR为11.16 (95% CI: 4.42-28.18; P < 0.001)。ROC分析显示,RAR的曲线下面积(AUC) (MIMIC-IV为0.801,NHANES为0.787)高于其他标记,表明RAR具有较好的区分能力。结论:RAR可作为COPD患者1年全因死亡率的独立预测因子。通过综合全身性炎症和营养状况指标,RAR为临床风险分层提供了可靠的工具。
The Red Cell Distribution Width-to-Albumin Ratio Predicts 1-Year Mortality in Patients with Chronic Obstructive Pulmonary Disease: Evidence From MIMIC-IV and NHANES.
Purpose: The red blood cell distribution width-to-albumin ratio (RAR) is an emerging biomarker that reflects systemic inflammation and nutritional status. However, its prognostic value in patients with chronic obstructive pulmonary disease (COPD) remains unclear. This study aimed to evaluate the predictive value of RAR for 1-year all-cause mortality in patients with COPD and to explore its clinical relevance.
Patients and methods: We conducted a retrospective analysis using two independent cohorts: hospitalized COPD patients from the MIMIC-IV database (2008-2019, n = 2649) and community-dwelling individuals with COPD from the NHANES database (2003-2018, n = 2415). RAR levels were stratified into quartiles (Q1-Q4). Multivariable logistic regression models were used to examine the association between RAR and 1-year all-cause mortality. Generalized additive models (GAMs) assessed nonlinear relationships. Receiver operating characteristic (ROC) analysis evaluated the predictive performance of RAR compared with other markers such as NLR, PLR, and RDW.
Results: Higher RAR levels were independently associated with an increased risk of 1-year all-cause mortality in patients with COPD. In the MIMIC-IV cohort, the highest quartile (Q4) had an OR of 7.90 (95% CI: 6.05-10.32; P < 0.001) compared to Q1. In the NHANES cohort, the OR for Q4 was 11.16 (95% CI: 4.42-28.18; P < 0.001). ROC analysis revealed that RAR achieved a higher area under the curve (AUC) (0.801 in MIMIC-IV and 0.787 in NHANES) than other markers, indicating superior discriminatory ability.
Conclusion: RAR serves as an independent predictor of 1-year all-cause mortality in patients with COPD. By integrating indicators of systemic inflammation and nutritional status, RAR provides a reliable tool for clinical risk stratification.
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