全血细胞衍生炎症标志物与脓毒症相关急性肾损伤患者全因死亡率之间的关系:基于MIMIC-IV数据库的回顾性研究

IF 2.1 3区 医学 Q2 CRITICAL CARE MEDICINE
Xinghe Shangguan, Ziwei Zhang, Xinyi Shangguan, Jike Wang, Yuanqi Gong
{"title":"全血细胞衍生炎症标志物与脓毒症相关急性肾损伤患者全因死亡率之间的关系:基于MIMIC-IV数据库的回顾性研究","authors":"Xinghe Shangguan, Ziwei Zhang, Xinyi Shangguan, Jike Wang, Yuanqi Gong","doi":"10.1177/08850666251363853","DOIUrl":null,"url":null,"abstract":"<p><p>BackgroundSepsis-associated acute kidney injury (SA-AKI) is a serious condition with a high mortality rate. Whole blood-derived inflammatory markers like the neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), monocyte-to-lymphocyte ratio (MLR), systemic immune-inflammation index (SII), and systemic inflammation response index (SIRI), are emerging prognostic indicators for various diseases. This study endeavors to unravel the link of these markers to all-cause mortality(ACM) in the SA-AKI population utilizing the MIMIC-IV database.MethodsA retrospective cohort study was conducted on SA-AKI patients meeting the Sepsis-3 and KDIGO criteria. Cox regression analysis was performed to evaluate the association between inflammatory markers and mortality. Restricted cubic spline (RCS) analysis was employed to unveil the potential nonlinear relation of inflammatory markers to mortality. Survival differences across varying levels of inflammation were compared via Kaplan-Meier (KM) survival curves. Subgroup analyses were executed to examine the robustness of the relation and possible interactions between variables. The predictive performance of inflammatory markers was evaluated via receiver operating characteristic (ROC) curves, and the clinical utility of these markers was assessed through clinical decision curve analysis(DCA).Results3429 SA-AKI patients were encompassed (2785 survivors at 30 days and 644 non-survivors). Cox regression analysis revealed a significant link between risen NLR, PLR, MLR, SII, and SIRI to elevated ACM. KM survival analysis demonstrated that patients with higher levels of inflammatory markers had notably higher 30-day death rates. Subgroup analysis indicated an interaction between coronary artery disease (CHD) and inflammation in influencing mortality risk. Among the markers assessed, NLR exhibited the highest forecasting accuracy for 30-day death (AUC = 0.624). Propensity score matching (PSM) confirmed the robustness of these findings.ConclusionWhole blood-derived inflammatory markers, particularly NLR, are closely linked to mortality in patients with SA-AKI. These markers may serve as valuable prognostic tools for identifying high-risk patients and improving clinical outcomes.</p>","PeriodicalId":16307,"journal":{"name":"Journal of Intensive Care Medicine","volume":" ","pages":"8850666251363853"},"PeriodicalIF":2.1000,"publicationDate":"2025-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association Between Whole Blood Cell-Derived Inflammatory Markers and All-Cause Mortality in Patients with Sepsis-Associated Acute Kidney Injury: A Retrospective Study Based on the MIMIC-IV Database.\",\"authors\":\"Xinghe Shangguan, Ziwei Zhang, Xinyi Shangguan, Jike Wang, Yuanqi Gong\",\"doi\":\"10.1177/08850666251363853\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>BackgroundSepsis-associated acute kidney injury (SA-AKI) is a serious condition with a high mortality rate. Whole blood-derived inflammatory markers like the neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), monocyte-to-lymphocyte ratio (MLR), systemic immune-inflammation index (SII), and systemic inflammation response index (SIRI), are emerging prognostic indicators for various diseases. This study endeavors to unravel the link of these markers to all-cause mortality(ACM) in the SA-AKI population utilizing the MIMIC-IV database.MethodsA retrospective cohort study was conducted on SA-AKI patients meeting the Sepsis-3 and KDIGO criteria. Cox regression analysis was performed to evaluate the association between inflammatory markers and mortality. Restricted cubic spline (RCS) analysis was employed to unveil the potential nonlinear relation of inflammatory markers to mortality. Survival differences across varying levels of inflammation were compared via Kaplan-Meier (KM) survival curves. Subgroup analyses were executed to examine the robustness of the relation and possible interactions between variables. The predictive performance of inflammatory markers was evaluated via receiver operating characteristic (ROC) curves, and the clinical utility of these markers was assessed through clinical decision curve analysis(DCA).Results3429 SA-AKI patients were encompassed (2785 survivors at 30 days and 644 non-survivors). Cox regression analysis revealed a significant link between risen NLR, PLR, MLR, SII, and SIRI to elevated ACM. KM survival analysis demonstrated that patients with higher levels of inflammatory markers had notably higher 30-day death rates. Subgroup analysis indicated an interaction between coronary artery disease (CHD) and inflammation in influencing mortality risk. Among the markers assessed, NLR exhibited the highest forecasting accuracy for 30-day death (AUC = 0.624). Propensity score matching (PSM) confirmed the robustness of these findings.ConclusionWhole blood-derived inflammatory markers, particularly NLR, are closely linked to mortality in patients with SA-AKI. These markers may serve as valuable prognostic tools for identifying high-risk patients and improving clinical outcomes.</p>\",\"PeriodicalId\":16307,\"journal\":{\"name\":\"Journal of Intensive Care Medicine\",\"volume\":\" \",\"pages\":\"8850666251363853\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2025-08-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Intensive Care Medicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1177/08850666251363853\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CRITICAL CARE MEDICINE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Intensive Care Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/08850666251363853","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CRITICAL CARE MEDICINE","Score":null,"Total":0}
引用次数: 0

摘要

背景败血症相关性急性肾损伤(SA-AKI)是一种死亡率很高的严重疾病。全血源性炎症标志物,如中性粒细胞与淋巴细胞比值(NLR)、血小板与淋巴细胞比值(PLR)、单核细胞与淋巴细胞比值(MLR)、全身免疫炎症指数(SII)和全身炎症反应指数(SIRI),是各种疾病的新兴预后指标。本研究试图利用MIMIC-IV数据库揭示SA-AKI人群中这些标志物与全因死亡率(ACM)的联系。方法对符合脓毒症-3和KDIGO标准的SA-AKI患者进行回顾性队列研究。采用Cox回归分析评估炎症标志物与死亡率之间的关系。限制三次样条(RCS)分析揭示了炎症标志物与死亡率的潜在非线性关系。通过Kaplan-Meier (KM)生存曲线比较不同炎症水平的生存差异。进行亚组分析以检验变量之间的关系和可能的相互作用的稳健性。通过受试者工作特征(ROC)曲线评估炎症标志物的预测性能,并通过临床决策曲线分析(DCA)评估这些标志物的临床效用。结果共纳入3429例SA-AKI患者(30d时2785例存活,644例非存活)。Cox回归分析显示NLR、PLR、MLR、SII和SIRI升高与ACM升高之间存在显著联系。KM生存分析表明,炎症标志物水平较高的患者30天死亡率明显较高。亚组分析显示冠状动脉疾病(CHD)和炎症之间的相互作用影响死亡风险。在评估的指标中,NLR对30天死亡的预测准确率最高(AUC = 0.624)。倾向评分匹配(PSM)证实了这些发现的稳健性。结论全血源性炎症标志物,尤其是NLR,与SA-AKI患者的死亡率密切相关。这些标志物可作为识别高危患者和改善临床结果的有价值的预后工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Association Between Whole Blood Cell-Derived Inflammatory Markers and All-Cause Mortality in Patients with Sepsis-Associated Acute Kidney Injury: A Retrospective Study Based on the MIMIC-IV Database.

BackgroundSepsis-associated acute kidney injury (SA-AKI) is a serious condition with a high mortality rate. Whole blood-derived inflammatory markers like the neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), monocyte-to-lymphocyte ratio (MLR), systemic immune-inflammation index (SII), and systemic inflammation response index (SIRI), are emerging prognostic indicators for various diseases. This study endeavors to unravel the link of these markers to all-cause mortality(ACM) in the SA-AKI population utilizing the MIMIC-IV database.MethodsA retrospective cohort study was conducted on SA-AKI patients meeting the Sepsis-3 and KDIGO criteria. Cox regression analysis was performed to evaluate the association between inflammatory markers and mortality. Restricted cubic spline (RCS) analysis was employed to unveil the potential nonlinear relation of inflammatory markers to mortality. Survival differences across varying levels of inflammation were compared via Kaplan-Meier (KM) survival curves. Subgroup analyses were executed to examine the robustness of the relation and possible interactions between variables. The predictive performance of inflammatory markers was evaluated via receiver operating characteristic (ROC) curves, and the clinical utility of these markers was assessed through clinical decision curve analysis(DCA).Results3429 SA-AKI patients were encompassed (2785 survivors at 30 days and 644 non-survivors). Cox regression analysis revealed a significant link between risen NLR, PLR, MLR, SII, and SIRI to elevated ACM. KM survival analysis demonstrated that patients with higher levels of inflammatory markers had notably higher 30-day death rates. Subgroup analysis indicated an interaction between coronary artery disease (CHD) and inflammation in influencing mortality risk. Among the markers assessed, NLR exhibited the highest forecasting accuracy for 30-day death (AUC = 0.624). Propensity score matching (PSM) confirmed the robustness of these findings.ConclusionWhole blood-derived inflammatory markers, particularly NLR, are closely linked to mortality in patients with SA-AKI. These markers may serve as valuable prognostic tools for identifying high-risk patients and improving clinical outcomes.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Journal of Intensive Care Medicine
Journal of Intensive Care Medicine CRITICAL CARE MEDICINE-
CiteScore
7.60
自引率
3.20%
发文量
107
期刊介绍: Journal of Intensive Care Medicine (JIC) is a peer-reviewed bi-monthly journal offering medical and surgical clinicians in adult and pediatric intensive care state-of-the-art, broad-based analytic reviews and updates, original articles, reports of large clinical series, techniques and procedures, topic-specific electronic resources, book reviews, and editorials on all aspects of intensive/critical/coronary care.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信