ALBI Grade Is Associated with Clinical Outcomes of Critically Ill Patients with AKI: A Cohort Study with Cox Regression and Propensity Score Matching.

IF 4.4 3区 医学 Q2 CELL BIOLOGY Mediators of Inflammation Pub Date : 2024-07-18 eCollection Date: 2024-01-01 DOI:10.1155/2024/1412709
Chao Yang, Zhikang Yu, Bo Peng, Changkun Mao, Junting Li, Yongsheng Cao
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Abstract

Background: The albumin-bilirubin (ALBI) grade has surfaced as a viable substitute for assessing liver functional reserve in individuals afflicted with hepatocellular carcinoma (HCC). ALBI grade also demonstrates the capacity to stratify distinct patient subcohorts bearing disparate prognostic implications in not only HCC but also other inflammatory diseases like acute pancreatitis. However, the association between ALBI grade and clinical outcomes of acute kidney injury (AKI) remains mysterious.

Methods: The dataset was sourced from the Multiparameter Intelligent Monitoring in Intensive Care Database IV (MIMIC-IV) version 2.0. ALBI grade was calculated in a nomogram utilizing albumin and bilirubin. In order to ascertain the connection between ALBI grades and clinical outcomes of patients with AKI, Cox proportional hazards regression analysis was employed with in-hospital, 30- and 90-day mortality as end points, respectively. The Kaplan-Meier (K-M) curve was employed to gauge the cumulative incidence of mortality based on various ALBI grades. To explore potential nonlinear relationships, the Restricted Cubic Spline (RCS) approach was adopted. Furthermore, a subgroup analysis was conducted to validate the durability of the correlation between ALBI grade and in-hospital mortality. Furthermore, equilibrium of confounding variables was also achieved through the application of propensity score matching (PSM).

Results: The study encompassed a total of 12,518 patients (ALBI grade 1 : 2878, grade 2 : 6708, and grade 3 : 2932). Patients with heightened ALBI grades displayed a significant correlation with increased mortality in both univariate and various multivariate Cox regression models. RCS depicted a predominantly linear relationship. The robustness of the correlation was also affirmed across multifarious subpopulations through subgroup analysis. The association still remains after PSM.

Conclusion: Elevated ALBI grade was associated with worse clinical outcomes of critically ill patients with AKI.

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ALBI 分级与急性肾损伤重症患者的临床结局相关:一项采用 Cox 回归和倾向得分匹配的队列研究。
背景:白蛋白胆红素(ALBI)分级已成为评估肝细胞癌(HCC)患者肝功能储备的可行替代指标。ALBI 分级还能对不同的患者亚群进行分层,不仅对 HCC,而且对急性胰腺炎等其他炎症性疾病都有不同的预后影响。然而,ALBI 分级与急性肾损伤(AKI)临床预后之间的关系仍然是个谜:数据集来自重症监护多参数智能监测数据库 IV(MIMIC-IV)2.0 版。ALBI等级是通过白蛋白和胆红素的提名图计算得出的。为了确定ALBI分级与AKI患者临床结局之间的联系,采用了Cox比例危险回归分析,分别以院内、30天和90天死亡率为终点。Kaplan-Meier(K-M)曲线用于衡量不同ALBI分级的累积死亡率。为探索潜在的非线性关系,采用了受限三次样条(RCS)方法。此外,还进行了亚组分析,以验证 ALBI 分级与院内死亡率之间相关性的持久性。此外,还通过应用倾向评分匹配法(PSM)实现了混杂变量的平衡:研究共涉及12518名患者(ALBI分级1级:2878人,2级:6708人,3级:2932人)。在单变量和各种多变量 Cox 回归模型中,ALBI 分级升高的患者与死亡率升高有显著相关性。RCS 主要呈线性关系。通过亚组分析,这种相关性在各种亚人群中也得到了证实。结论:结论:ALBI 分级升高与 AKI 重症患者更差的临床预后有关。
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来源期刊
Mediators of Inflammation
Mediators of Inflammation 医学-免疫学
CiteScore
8.70
自引率
0.00%
发文量
202
审稿时长
4 months
期刊介绍: Mediators of Inflammation is a peer-reviewed, Open Access journal that publishes original research and review articles on all types of inflammatory mediators, including cytokines, histamine, bradykinin, prostaglandins, leukotrienes, PAF, biological response modifiers and the family of cell adhesion-promoting molecules.
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