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白蛋白校正阴离子间隙与脓毒症所致或伴发急性肾损伤老年患者的临床结局:一项MIMIC-IV回顾性研究

Albumin corrected anion gap and clinical outcomes in elderly patients with acute kidney injury caused or accompanied by sepsis: a MIMIC-IV retrospective study.

作者信息

Wang Yongbin, Zhong Lei, Min Jie, Lu Jianhong, Zhang Jinyu, Su Jiajun

机构信息

Department of Intensive Care Unit, Huzhou Central Hospital, Affiliated Central Hospital of Huzhou University, Huzhou, 313000, People's Republic of China.

Huzhou Central Hospital, Fifth School of Clinical Medicine of Zhejiang Chinese Medical University, Huzhou, 313000, People's Republic of China.

出版信息

Eur J Med Res. 2025 Jan 7;30(1):11. doi: 10.1186/s40001-024-02238-z.

Abstract

BACKGROUND

Elderly acute kidney injury (AKI) occurring in the intensive care unit (ICU), particularly when caused or accompanied by sepsis, is linked to extended hospital stays, increased mortality rates, heightened prevalence of chronic diseases, and diminished quality of life. This study primarily utilizes a comprehensive critical care database to examine the correlation of albumin corrected anion gap (ACAG) levels with short-term prognosis in elderly patients with AKI caused or accompanied by sepsis, thus assisting physicians in early identification of high-risk patients.

METHODS

This study utilized data from the Medical Information Mart for Intensive Care IV (MIMIC-IV, v2.0) database. The patient population was divided into death and survival groups based on a 14-day prognosis. Subsequently, the entire population was further categorized into a normal ACAG group (12-20 mmol/L) and a high ACAG group (> 20 mmol/L) based on ACAG levels. The LASSO regression cross-validation method was employed to identify significant risk factors for inclusion in multivariate Cox regression analyses. A restricted cubic spline (RCS) was then employed to visually represent the correlation between ACAG levels and the risk of mortality in patients. Kaplan-Meier curves were utilized to plot the cumulative survival rates at 14 and 30 days for both patient groups. The robustness of the findings was subsequently evaluated through subgroup analyses.

RESULTS

Our study identified a total of 3741 eligible subjects, revealing higher all-cause mortality rates at both 14-day and 30-day intervals in the high ACAG group compared to the normal ACAG group (χ2 = 87.023, P < 0.001; χ2 = 90.508, P < 0.001). Cox regression analysis further demonstrated that an elevated ACAG on ICU admission independently posed a risk factor for both 14- and 30-day prognosis within this population. In addition, the analysis conducted using RCS revealed a non-linear association between the levels of ACAG and the risk of mortality at both 14 and 30 days in the patient cohort (χ2 = 18.220, P < 0.001; χ2 = 18.360, P < 0.001). The application of Kaplan-Meier analysis demonstrated a statistically significant decrease in cumulative survival rates among individuals with high ACAG levels (P < 0.001). Subgroup analyses indicated that ACAG levels interacted with cerebrovascular disease and acute pancreatitis on 14-day mortality (P < 0.05 for interaction).

CONCLUSION

Elevated ACAG levels at ICU admission are an independent risk factor for poor short-term prognosis, correlating with increased all-cause mortality at 14 and 30 days in elderly patients with AKI caused or accompanied by sepsis. This highlights the importance of monitoring ACAG in critically ill patients to identify those at higher risk of adverse outcomes early.

摘要

背景

重症监护病房(ICU)中发生的老年急性肾损伤(AKI),尤其是由脓毒症引起或伴有脓毒症时,与住院时间延长、死亡率增加、慢性病患病率升高以及生活质量下降有关。本研究主要利用一个综合重症监护数据库,来研究白蛋白校正阴离子间隙(ACAG)水平与由脓毒症引起或伴有脓毒症的老年AKI患者短期预后的相关性,从而帮助医生早期识别高危患者。

方法

本研究使用了重症监护医学信息集市IV(MIMIC-IV,v2.0)数据库中的数据。根据14天的预后情况,将患者群体分为死亡组和存活组。随后,根据ACAG水平,将全部人群进一步分为正常ACAG组(12 - 20 mmol/L)和高ACAG组(> 20 mmol/L)。采用LASSO回归交叉验证方法来识别纳入多变量Cox回归分析的显著风险因素。然后使用受限立方样条(RCS)直观地展示ACAG水平与患者死亡风险之间的相关性。利用Kaplan-Meier曲线绘制两组患者在14天和30天时的累积生存率。随后通过亚组分析评估研究结果的稳健性。

结果

我们的研究共纳入3741名符合条件的受试者,结果显示高ACAG组在14天和30天的全因死亡率均高于正常ACAG组(χ2 = 87.023,P < 0.001;χ2 = 90.508,P < 0.001)。Cox回归分析进一步表明,ICU入院时ACAG升高是该人群14天和30天预后的独立危险因素。此外,使用RCS进行的分析显示,患者队列中ACAG水平与14天和30天的死亡风险之间存在非线性关联(χ2 = 18.220,P < 0.001;χ2 = 18.360,P < 0.001)。Kaplan-Meier分析的应用表明,高ACAG水平个体的累积生存率有统计学意义的下降(P < 0.001)。亚组分析表明,ACAG水平与脑血管疾病和急性胰腺炎在14天死亡率上存在相互作用(交互作用P < 0.05)。

结论

ICU入院时ACAG水平升高是短期预后不良的独立危险因素,与由脓毒症引起或伴有脓毒症的老年AKI患者14天和30天全因死亡率增加相关。这突出了在重症患者中监测ACAG以早期识别不良结局风险较高患者的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8ec3/11705960/7fc999422d23/40001_2024_2238_Fig1_HTML.jpg

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