Association between lactate-to-albumin ratio and mortality in hepatic failure: a retrospective cohort study.

IF 3 3区 医学 Q2 INFECTIOUS DISEASES BMC Infectious Diseases Pub Date : 2025-03-28 DOI:10.1186/s12879-025-10783-z
Huan Wu, Long Wu, Li Luo, Hai-Yang Li, Bao-Fang Zhang
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Abstract

Background: Liver failure has a high mortality rate, and currently, there is no convenient risk predictor. The lactate-to-albumin ratio (LAR) has emerged as a promising predictor in various critical illnesses. However, its potential role in predicting all-cause mortality in patients with liver failure remains unexplored. Therefore, this study aims to investigate the correlation between LAR and all-cause mortality in patients suffering from liver failure.

Methods: We retrospectively analyzed data from patients with liver failure who were admitted to the intensive care unit (ICU) between 2008 and 2019, which were gathered from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. LAR was calculated from the ratio obtained from the first measurement taken within 24 h of admission. The optimal LAR threshold was determined using the Youden index. With LAR categorized into low, middle, and high groups based on tertiles, Kaplan - Meier analysis was employed to compare mortality risks among three patient groups. Multivariate Cox proportional hazards regression models were utilized to evaluate the association between LAR and all-cause mortality in hepatic failure patients within hospital admission. Additionally, receiver operating characteristic (ROC) and smoothing curve analysis were used to assess the predictive ability, sensitivity, and specificity of LAR for all-cause mortality in patients with liver failure, and the area under the curve (AUC) was calculated. A smooth curve fitting approach and threshold effect analysis were employed to detect the potentially non-linear relationship between the LAR and the risk of all-cause mortality in patients with hepatic failure. Finally, subgroup analyses were performed to assess the relationship between LAR and prognosis across different types of liver failure.

Results: A total of 902 patients with hepatic failure were included in this study. They were divided into survivors group (611 patients) and non-survivors group (291 patients) according to whether they survived during hospitalization, and the mortality rate of patients was 32.26%. The Kaplan-Meier survival curves illustrating patients in hepatic failure with elevated LAR showed a significantly heightened risk of in-hospital mortality (P < 0.001). We identified a non-linear relationship between LAR and the risk of hospital mortality after adjusting for potential confounders and the inflection point of LAR to be 1.33. LAR was shown to be an independent predictor of all-cause mortality within hospitalization in patients with hepatic failure by multivariate COX regression analysis (HR, 1.66; 95% CI, 1.35-2.05; P < 0.0001). The optimal cutoff value for separating the survival and death groups according to ROC was found to be 0.97. The AUC value for LAR was 0.755 (95% CI: 0.721, 0.789), which was higher than that for arterial blood lactate (AUC = 0.725) and serum albumin (AUC = 0.680) alone. It was not inferior even when compared to MELD (AUC = 0.677).

Conclusion: LAR has demonstrated good predictive value for all-cause mortality among liver failure patients in our retrospective study.

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肝功能衰竭患者乳酸白蛋白比值与死亡率之间的关系:一项回顾性队列研究。
背景:肝衰竭死亡率高,目前尚无方便的风险预测指标。乳酸-白蛋白比(LAR)已成为各种危重疾病的一个有希望的预测指标。然而,它在预测肝功能衰竭患者全因死亡率方面的潜在作用仍未被探索。因此,本研究旨在探讨肝功能衰竭患者LAR与全因死亡率的相关性。方法:回顾性分析重症监护室(ICU) 2008年至2019年收治的肝功能衰竭患者的数据,这些数据来自重症监护医学信息市场(MIMIC-IV)数据库。LAR是根据入院24小时内第一次测量所得的比值计算的。采用约登指数确定最佳LAR阈值。将LAR分为低、中、高三组,采用Kaplan - Meier分析比较三组患者的死亡率风险。采用多变量Cox比例风险回归模型评估住院期间肝功能衰竭患者LAR与全因死亡率之间的关系。此外,采用受试者工作特征(ROC)和平滑曲线分析来评估LAR对肝功能衰竭患者全因死亡率的预测能力、敏感性和特异性,并计算曲线下面积(AUC)。采用平滑曲线拟合方法和阈值效应分析来检测肝功能衰竭患者LAR与全因死亡风险之间潜在的非线性关系。最后,进行亚组分析,评估不同类型肝功能衰竭患者LAR与预后的关系。结果:本研究共纳入902例肝功能衰竭患者。根据住院期间是否存活分为存活组(611例)和非存活组(291例),患者死亡率为32.26%。Kaplan-Meier生存曲线显示肝功能衰竭患者LAR升高的住院死亡风险显著增加(P结论:在我们的回顾性研究中,LAR对肝功能衰竭患者的全因死亡率具有良好的预测价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Infectious Diseases
BMC Infectious Diseases 医学-传染病学
CiteScore
6.50
自引率
0.00%
发文量
860
审稿时长
3.3 months
期刊介绍: BMC Infectious Diseases is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of infectious and sexually transmitted diseases in humans, as well as related molecular genetics, pathophysiology, and epidemiology.
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