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循环可溶性尿激酶型纤溶酶原激活物受体作为 COVID-19 相关急性肾损伤和死亡的预测指标:临床和生物信息学分析。

Circulating Soluble Urokinase Plasminogen Activator Receptor as a Predictive Indicator for COVID-19-Associated Acute Kidney Injury and Mortality: Clinical and Bioinformatics Analysis.

机构信息

Medical Biochemistry and Molecular Biology Department, Faculty of Medicine, Suez Canal University, Ismailia 41522, Egypt.

Oncology Diagnostic Unit, Faculty of Medicine, Suez Canal University, Ismailia 41522, Egypt.

出版信息

Int J Mol Sci. 2023 Apr 13;24(8):7177. doi: 10.3390/ijms24087177.

Abstract

Urokinase receptors regulate the interplay between inflammation, immunity, and blood clotting. The soluble urokinase plasminogen activator system is an immunologic regulator affecting endothelial function and its related receptor; the soluble urokinase plasminogen activator receptor (suPAR) has been reported to impact kidney injury. This work aims to measure serum levels of suPAR in COVID-19 patients and correlate the measurements with variable clinicolaboratory parameters and patient outcomes. In this prospective cohort study, 150 COVID-19 patients and 50 controls were included. The circulating suPAR levels were quantified by Enzyme-linked immunosorbent assay (ELISA). Routine COVID-19 laboratory assessments, including CBC, CRP, LDH, serum creatinine, and estimated glomerular filtration rates, were performed. The need for oxygen therapy, CO-RAD score, and survival rates was assessed. Bioinformatic analysis and molecular docking were run to explore the urokinase receptor structure/function and to characterize molecules as potential anti-suPAR therapeutic targets, respectively. We found higher circulating suPAR levels in COVID-19 patients vs. controls ( < 0.001). Circulating suPAR levels positively correlated with COVID-19 severity, the need for O therapy, the total leukocytes count, and the neutrophils to lymphocyte ratio, while they were negatively correlated with the O saturation level, albumin, blood calcium, lymphocytic count, and GFR. In addition, the suPAR levels were associated with poor prognostic outcomes such as a high incidence of acute kidney injury (AKI) and mortality rate. Kaplan-Meier curves showed a lower survival rate with higher suPAR levels. The logistic regression analysis confirmed the significant association of suPAR levels with the occurrence of AKI related to COVID-19 and with increased mortality probability within three months of COVID-19 follow-up. Some compounds that can act similarly to uPAR were discovered and tested by molecular docking to identify the possible ligand-protein interactions. In conclusion, higher circulating suPAR levels were associated with COVID-19 severity and could be considered a putative predictor of AKI development and mortality.

摘要

尿激酶受体调节炎症、免疫和凝血之间的相互作用。可溶性尿激酶纤溶酶原激活物系统是一种免疫调节剂,影响内皮功能及其相关受体;可溶性尿激酶纤溶酶原激活物受体 (suPAR) 已被报道影响肾损伤。本研究旨在测量 COVID-19 患者的血清 suPAR 水平,并将测量结果与各种临床实验室参数和患者结局相关联。在这项前瞻性队列研究中,纳入了 150 名 COVID-19 患者和 50 名对照者。通过酶联免疫吸附测定 (ELISA) 定量循环 suPAR 水平。进行了常规 COVID-19 实验室评估,包括全血细胞计数、C 反应蛋白、乳酸脱氢酶、血清肌酐和估计肾小球滤过率。评估了需要氧疗、CO-RAD 评分和生存率。进行了生物信息学分析和分子对接,分别探索尿激酶受体结构/功能,并将分子特征化为潜在的抗 suPAR 治疗靶点。我们发现 COVID-19 患者的循环 suPAR 水平高于对照组(<0.001)。循环 suPAR 水平与 COVID-19 严重程度、需要氧疗、总白细胞计数和中性粒细胞与淋巴细胞比值呈正相关,而与氧饱和度水平、白蛋白、血钙、淋巴细胞计数和肾小球滤过率呈负相关。此外,suPAR 水平与不良预后结果相关,如急性肾损伤(AKI)发生率高和 COVID-19 随访三个月内死亡率高。Kaplan-Meier 曲线显示,suPAR 水平较高的患者生存率较低。逻辑回归分析证实,suPAR 水平与 COVID-19 相关 AKI 的发生以及 COVID-19 随访三个月内死亡率增加有显著关联。通过分子对接发现并测试了一些可类似作用于 uPAR 的化合物,以鉴定可能的配体-蛋白相互作用。总之,较高的循环 suPAR 水平与 COVID-19 严重程度相关,可作为 AKI 发展和死亡率的潜在预测因子。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5bc2/10138406/4653a7edaf0b/ijms-24-07177-g001.jpg

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