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乳酸白蛋白比值对重症监护病房死亡率的预测准确性:一项全国性队列研究。

Predictive accuracy of lactate albumin ratio for mortality in intensive care units: a nationwide cohort study.

作者信息

Suzuki Yasuhito, Aoki Yoshitaka, Shimizu Mikihiro, Nakajima Mikio, Imai Ryo, Okada Yohei, Mimuro Soichiro, Nakajima Yoshiki

机构信息

Department of Anesthesiology and Intensive Care Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan.

Department of Anesthesiology and Intensive Care Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan

出版信息

BMJ Open. 2024 Dec 20;14(12):e088926. doi: 10.1136/bmjopen-2024-088926.

Abstract

BACKGROUND

The lactate albumin ratio (LAR), a simple prognostic marker used in intensive care units (ICUs), combines lactate and serum albumin levels to predict patient outcomes. Despite its potential, the predictive accuracy of the LAR remains insufficiently explored. This study aimed to assess the usefulness of the LAR in predicting mortality among patients in the ICU.

METHODS

This retrospective study conducted a secondary analysis of prospectively obtained clinical data from the Japanese Intensive Care Patient Database. We included all patients admitted to ICUs between 2015 and 2021, excluding those under the age of 16 years. The main outcome was in-hospital mortality. The LAR predictive value for this outcome was assessed by examining the area under the receiver operating characteristic curve and comparing it against prognostic indicators such as age, lactate, albumin and Sequential Organ Failure Assessment score. LAR shape was assessed using unrestricted spline curves, and the optimal cut-off value was identified from sensitivity and negative likelihood ratio. Subgroup analysis was used to evaluate the predictive accuracy of the LAR across different patient attributes and clinical scenarios.

RESULTS

Of 2 34 774 cases analysed, in-hospital mortality was 8.8% (20 723 deaths). The LAR had an area under the curve of 0.761 (95%CI 0.757 to 0.765), indicating a fair predictive performance for in-hospital mortality. Unrestricted spline curves demonstrated that LAR can predict mortality through a monotonic positive dose-response relationship with 0.4 as the optimal cut-off value. In subgroup analysis, areas under the curve were significantly higher in subgroups defined by younger age, female sex, unplanned ICU admission, non-surgical patients, non-infectious patients, non-heart failure patients and lack of end-stage renal disease.

CONCLUSIONS

The LAR might be a useful predictor for screening mortality in ICU patients. However, further research to establish appropriate cut-off values for the LAR and identify the optimal target population is warranted.

摘要

背景

乳酸白蛋白比值(LAR)是重症监护病房(ICU)中使用的一种简单的预后标志物,它结合了乳酸和血清白蛋白水平来预测患者的预后。尽管LAR具有潜在价值,但其预测准确性仍未得到充分探索。本研究旨在评估LAR在预测ICU患者死亡率方面的实用性。

方法

这项回顾性研究对从日本重症监护患者数据库前瞻性获取的临床数据进行了二次分析。我们纳入了2015年至2021年间入住ICU的所有患者,不包括16岁以下的患者。主要结局是院内死亡率。通过检查受试者工作特征曲线下面积并将其与年龄、乳酸、白蛋白和序贯器官衰竭评估评分等预后指标进行比较,评估LAR对该结局的预测价值。使用无限制样条曲线评估LAR形状,并从敏感性和阴性似然比中确定最佳截断值。亚组分析用于评估LAR在不同患者属性和临床场景中的预测准确性。

结果

在分析的234774例病例中,院内死亡率为8.8%(20723例死亡)。LAR的曲线下面积为0.761(95%CI 0.757至0.765),表明其对院内死亡率具有较好的预测性能。无限制样条曲线表明,LAR可通过与死亡率呈单调正剂量反应关系来预测死亡率,最佳截断值为0.4。在亚组分析中,年龄较小、女性、非计划入住ICU、非手术患者、非感染性患者、非心力衰竭患者和无终末期肾病患者定义的亚组曲线下面积显著更高。

结论

LAR可能是筛查ICU患者死亡率的有用预测指标。然而,有必要进一步研究以确定LAR的合适截断值并确定最佳目标人群。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d84/11667448/5822ccf2b051/bmjopen-14-12-g001.jpg

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