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乳酸/白蛋白比值与连续性肾脏替代治疗的危重症急性肾损伤患者预后的关系。

Association between lactate/albumin ratio and prognosis in critically ill patients with acute kidney injury undergoing continuous renal replacement therapy.

机构信息

Department of Nephrology, People's Hospital of Anji, Huzhou, China.

Department of Intensive Care Unit, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, Huzhou, China.

出版信息

Ren Fail. 2024 Dec;46(2):2374451. doi: 10.1080/0886022X.2024.2374451. Epub 2024 Jul 5.

Abstract

BACKGROUND

The primary objective was to examine the association between the lactate/albumin ratio (LAR) and the prognosis of patients with acute kidney injury (AKI) undergoing continuous renal replacement therapy (CRRT).

METHODS

Utilizing the Medical Information Mart for Intensive Care IV (MIMIC-IV, v2.0) database, we categorized 703 adult AKI patients undergoing CRRT into survival and non-survival groups based on 28-day mortality. Patients were further grouped by LAR tertiles: low (< 0.692), moderate (0.692-1.641), and high (> 1.641). Restricted cubic splines (RCS), Least Absolute Shrinkage and Selection Operator (LASSO) regression, inverse probability treatment weighting (IPTW), and Kaplan-Meier curves were employed.

RESULTS

In our study, the patients had a mortality rate of 50.07% within 28 days and 62.87% within 360 days. RCS analysis revealed a non-linear correlation between LAR and the risk of mortality at both 28 and 360 days. Cox regression analysis, which was adjusted for nine variables identified by LASSO, confirmed that a high LAR (>1.641) served as an independent predictor of mortality at these specific time points ( < 0.05) in AKI patients who were receiving CRRT. These findings remained consistent even after IPTW adjustment, thereby ensuring a reliable and robust outcome. Kaplan-Meier survival curves exhibited a gradual decline in cumulative survival rates at both 28 and 360 days as the LAR values increased (log-rank test, χ2 = 48.630,  < 0.001; χ2 = 33.530,  < 0.001).

CONCLUSION

A high LAR (>1.641) was found to be an autonomous predictor of mortality at both 28 and 360 days in critically ill patients with AKI undergoing CRRT.

摘要

背景

本研究旨在探讨乳酸/白蛋白比值(LAR)与接受连续性肾脏替代治疗(CRRT)的急性肾损伤(AKI)患者预后之间的关系。

方法

利用医疗信息互操作资源库 IV(MIMIC-IV,v2.0)数据库,我们根据 28 天死亡率将 703 例接受 CRRT 的成年 AKI 患者分为存活组和非存活组。根据 LAR 三分位数(低[<0.692]、中[0.692-1.641]和高[>1.641])将患者进一步分组。采用限制性立方样条(RCS)、最小绝对值收缩和选择算子(LASSO)回归、逆概率处理加权(IPTW)和 Kaplan-Meier 曲线进行分析。

结果

本研究中,患者在 28 天和 360 天的死亡率分别为 50.07%和 62.87%。RCS 分析显示,LAR 与 28 天和 360 天的死亡率之间存在非线性关系。经过 LASSO 确定的 9 个变量调整的 Cox 回归分析证实,高 LAR(>1.641)是 CRRT 治疗的 AKI 患者特定时间点死亡的独立预测因子(<0.05)。即使在 IPTW 调整后,这些发现仍然一致,从而确保了可靠和稳健的结果。Kaplan-Meier 生存曲线显示,随着 LAR 值的增加,28 天和 360 天的累积生存率逐渐下降(对数秩检验,χ2=48.630,<0.001;χ2=33.530,<0.001)。

结论

高 LAR(>1.641)是 CRRT 治疗的危重症 AKI 患者 28 天和 360 天死亡率的独立预测因子。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a93/11229749/ce6fef27995f/IRNF_A_2374451_F0001_B.jpg

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