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基于网络药理学结合 GEO 数据集探讨 Corbrin 胶囊干预 AKI-COVID-19 的作用机制。

Exploring the mechanism of Corbrin capsules in the intervention of AKI-COVID-19 based on network pharmacology combined with GEO dataset.

机构信息

Department of Pharmacy, The First Affiliated Hospital of Anhui University of Chinese Medicine, 117 Meishan Road, Hefei, China, 230031; Anhui Province Key Laboratory of Chinese Medicinal Formula, Hefei, Anhui, China, 230012.

Department of Pharmacy, The First Affiliated Hospital of Anhui University of Chinese Medicine, 117 Meishan Road, Hefei, China, 230031.

出版信息

Gene. 2024 Jul 20;916:148438. doi: 10.1016/j.gene.2024.148438. Epub 2024 Apr 4.

Abstract

AIM

of the study: This study used network pharmacology and the Gene Expression Omnibus (GEO) database to investigate the therapeutic effects of Corbrin capsules on acute kidney injury (AKI)-COVID-19 (coronavirus disease 2019).

MATERIALS AND METHODS

The active constituents and specific molecular targets of Corbrin capsules were obtained from the Traditional Chinese Medicine Systems Pharmacology (TCMSP) and Swiss Target Prediction databases. The targets related to AKI and COVID-19 disease were obtained from the Online Mendelian Inheritance in Man (OMIM), GeneCards, and GEO databases. A protein-protein interaction (PPI) network was constructed by utilizing Cytoscape. To enhance the analysis of pathways associated with the pathogenesis of AKI-COVID-19, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed. Furthermore, immune infiltration analysis was performed by using single-sample gene set enrichment analysis (ssGSEA) and CIBERSORT. Molecular docking was used to assess interactions between differentially expressed genes and active ingredients. Verification was performed by utilizing GEO databases and in vivo assays.

RESULTS

This study revealed an overlap of 18 significantly differentially expressed genes between the Corbrin capsules group and the AKI-COVID-19 target group. Analysis of the PPI network identified TP53, JAK2, PIK3CA, PTGS2, KEAP1, and MCL1 as the top six core protein targets with the highest degrees. The results obtained from GO and KEGG analyses demonstrated that the target genes were primarily enriched in the apoptosis and JAK-STAT signaling pathways. Moreover, the analysis of immune infiltration revealed a notable disparity in the percentage of quiescent memory CD4 + T cells. Western blot analyses provided compelling evidence suggesting that the dysregulation of 6 core protein targets could be effectively reversed by Corbrin capsules.

CONCLUSION

This study revealed the key components, targets, and pathways involved in treating AKI-related COVID-19 using Corbrin capsules. This study also provided a new understanding of the molecular mechanisms underlying this treatment.

摘要

目的

本研究采用网络药理学和基因表达综合数据库(GEO)探讨Corbrin 胶囊治疗急性肾损伤(AKI)-COVID-19(新型冠状病毒病 2019)的疗效。

材料和方法

从中药系统药理学(TCMSP)和瑞士靶向预测数据库中获取 Corbrin 胶囊的活性成分和特定分子靶点。从在线孟德尔遗传人类在线数据库(OMIM)、基因卡片和 GEO 数据库中获得与 AKI 和 COVID-19 疾病相关的靶点。利用 Cytoscape 构建蛋白质-蛋白质相互作用(PPI)网络。为了增强与 AKI-COVID-19 发病机制相关通路的分析,进行了基因本体论(GO)和京都基因与基因组百科全书(KEGG)通路分析。此外,利用单样本基因集富集分析(ssGSEA)和 CIBERSORT 进行免疫浸润分析。利用分子对接评估差异表达基因与活性成分之间的相互作用。通过 GEO 数据库和体内实验进行验证。

结果

本研究揭示了 Corbrin 胶囊组和 AKI-COVID-19 靶组之间有 18 个显著差异表达基因重叠。PPI 网络分析确定 TP53、JAK2、PIK3CA、PTGS2、KEAP1 和 MCL1 为具有最高度数的前 6 个核心蛋白靶标。GO 和 KEGG 分析的结果表明,靶基因主要富集在细胞凋亡和 JAK-STAT 信号通路中。此外,免疫浸润分析显示静止记忆 CD4+T 细胞的百分比存在显著差异。Western blot 分析提供了令人信服的证据表明,Corbrin 胶囊可以有效逆转 6 个核心蛋白靶标的失调。

结论

本研究揭示了使用 Corbrin 胶囊治疗 AKI 相关 COVID-19 的关键成分、靶标和途径。本研究还为这种治疗方法的分子机制提供了新的认识。

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