[白蛋白治疗与急性肾损伤患者预后的关系:基于 MIMIC-IV 数据库的回顾性研究]。

Q3 Medicine
Xinyuan Zhang, Yan Zhuang, Linfeng Dai, Haidong Zhang, Qiuhua Chen, Qingfang Nie
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引用次数: 0

摘要

目的:探讨白蛋白(Alb)给药对急性肾损伤(AKI)患者预后的影响。方法:回顾性分析美国重症监护医学信息市场(MIMIC-IV)重症监护病房(ICU) AKI患者的临床资料,包括人口统计学资料、急性生理评分(APS)、合并症、生命体征、实验室指标、治疗情况、ICU住院时间和结局指标。主要结局指标为ICU死亡率。AKI患者根据是否接受Alb治疗分为输注Alb组和未输注Alb组。采用多重插值对缺失数据进行处理,剔除缺失量大于30%的变量。为了保证结果的稳定性,采用倾向得分匹配(PSM)和逆概率加权(IPW)对结果进行校正。采用Kaplan-Meier生存曲线和Cox比例风险回归模型评价白蛋白输注对AKI患者ICU生存率的影响。根据患者的年龄、性别和合并症进行亚组分析,评估白蛋白对不同亚组患者的预后影响。结果:共纳入AKI患者6 390例,其中输注Alb组1 721例,未输注Alb组4 669例。在Cox回归模型中对关键协变量进行调整后,与非输注Alb组相比,输注Alb组患者年龄明显年轻化,APS III评分、血管活性药物及持续肾替代治疗(CRRT)使用比例、败血症比例、心率、呼吸频率、天冬氨酸转氨酶(AST)、丙氨酸转氨酶(ALT)、肌酐(Cr)、乳酸(Lac)、动脉二氧化碳分压(PaCO2)水平明显升高。高血压、心肌梗死、充血性心力衰竭的比例以及血压、尿量、血小板计数(PLT)、Alb水平均显著降低。原始资料单因素和多因素Cox回归分析结果显示,输注白蛋白组的死亡风险显著低于未输注白蛋白组[危险比(HR) = 0.69, 95%可信区间(95% ci)为0.60 ~ 0.80,P均< 0.05]。经倾向得分匹配(PSM)和逆概率加权(IPW)处理后的结果与原始数据趋势一致(P < 0.05)。Kaplan-Meier生存曲线显示,输注白蛋白组患者在ICU期间的累积生存率显著高于未输注白蛋白组(24.48% vs 12.17%), Log-Rank检验:χ2 = 74.26, P < 0.05)。亚组分析显示,对于使用血管活性药物、并发脓毒症且无肝脏疾病的AKI患者,输注白蛋白具有更显著的生存获益。结论:输注白蛋白可降低AKI患者ICU病死率。
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 albumin treatment and the prognosis of acute kidney injury patients: a retrospective study based on the MIMIC-IV database].

Objective: To assess the impact of albumin (Alb) administration on the prognosis of patients with acute kidney injury (AKI).

Methods: Clinical data of AKI patients in the intensive care unit (ICU) were retrospectively analyzed from the American Medical Information Mart of Intensive Care-IV (MIMIC-IV), including demographic data, acute physiology score (APS), comorbidities, vital signs, laboratory indicators, treatment status, ICU length of stay, and outcome indicators. The main outcome measure is ICU mortality. AKI patients were divided into Alb infusion group and Alb non infusion group based on whether they received Alb treatment. Multiple imputation was used to process missing data and eliminate variables that missing more than 30%. To ensure the stability of the results, propensity score matching (PSM) and inverse probability weighting (IPW) were used to correct the results. Using Kaplan-Meier survival curve and Cox proportional hazards regression model to evaluate the effect of Alb infusion on ICU survival rate in AKI patients. Perform subgroup analysis based on patient age, gender, and comorbidities to evaluate the prognostic effects of Alb on different patient subgroups.

Results: A total of 6 390 AKI patients were included, including 1 721 in the Alb infusion group and 4 669 in the Alb non infusion group. After adjusting for key covariates in the Cox regression model, compared with the Alb non infusion group, patients in the Alb infusion group were significantly younger in age, with APS III score, proportion of vasoactive drugs and continuous renal replacement therapy (CRRT) use, sepsis proportion, heart rate, respiratory frequency, aspartate aminotransferase (AST), alanine aminotransferase (ALT), creatinine (Cr), lactic acid (Lac), and arterial partial pressure of carbon dioxide (PaCO2) levels significantly higher. The proportion of hypertension, myocardial infarction, and congestive heart failure, as well as blood pressure, urine output, platelet count (PLT), and Alb levels were significantly lower. The results of univariate and multivariate Cox regression analysis on the raw data showed that the risk of death in the Alb infusion group was significantly lower than that in the Alb non infusion group [hazard ratio (HR) = 0.69, 95% confidence interval (95%CI) was 0.60-0.80, all P < 0.05]. The results after propensity score matching (PSM) and inverse probability weighting (IPW) processing are consistent with the original data trend (both P < 0.05). The Kaplan-Meier survival curve showed that the cumulative survival rate during ICU stay in the Alb infusion group was significantly higher than that in the Alb non infusion group (24.48% vs. 12.17%, Log-Rank test: χ2 = 74.26, P < 0.05). Subgroup analysis shows that Alb infusion has a more significant survival benefit for AKI patients who use vasoactive drugs, have concurrent sepsis, and do not have liver disease.

Conclusion: Albumin infusion can decrease the ICU mortality of AKI patients.

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来源期刊
Zhonghua wei zhong bing ji jiu yi xue
Zhonghua wei zhong bing ji jiu yi xue Medicine-Critical Care and Intensive Care Medicine
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