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Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation

小桶 系统药理学 药物数据库 计算生物学 AKT1型 芍药苷 黄芪甲苷 对接(动物) 药理学 PI3K/AKT/mTOR通路 生物 生物信息学 医学 信号转导 基因 基因表达 基因本体论 化学 药品 遗传学 高效液相色谱法 护理部 色谱法
作者
Huanyu Jiang,Rui Zhou,Liping An,Junfeng Guo,Xinhui Hou,Jiao Tang,Fei Wang,Quanyu Du
出处
期刊:Scientific Reports [Nature Portfolio]
卷期号:13 (1): 10110-10110 被引量:12
标识
DOI:10.1038/s41598-023-36944-1
摘要

Abstract Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive fibrotic disease with an unclear etiology and no effective treatment. This study aims to elucidate the pathogenic mechanism networks involving multiple targets and pathways in IPF. Extracts and metabolites of Astragalus membranaceus (AM) and Radix paeoniae rubra (RPR), two well-known traditional Chinese medicines, have demonstrated therapeutic effects on IPF. However, the underlying mechanisms of AM and RPR remain unclear. Utilizing network pharmacology analysis, differentially expressed genes (DEGs) associated with IPF were obtained from the GEO database. Targets of AM and RPR were identified using the TCM Systems Pharmacology Database and Analysis Platform and SwissTargetPrediction. A protein–protein interaction (PPI) network was subsequently constructed and analyzed using the STRING database and Cytoscape software. Gene ontology enrichment analysis and kyoto encyclopedia of genes and genomes analysis were conducted using Metascape. Additionally, a component-target-pathway network and a Sankey diagram were employed to identify the main active components, and molecular docking was performed between these components and proteins encoded by key targets. Finally, in vivo studies were conducted based on network pharmacology. A total of 117 common targets between DEGs of IPF and drug targets were identified and included in the PPI network, in which AKT1 , MAPK3 , HSP90AA1 , VEGFA , CASP3 , JUN , HIF1A , CCND1 , PTGS2 , and MDM2 were predicted as key targets. These 117 targets were enriched in the PI3K-AKT pathway, HIF-1 signaling pathway, apoptosis, and microRNAs in cancer. Astragaloside III, (R)-Isomucronulatol, Astragaloside I, Paeoniflorin, and β-sitosterol were selected as the main active components. Docking scores ranged from − 4.7 to − 10.7 kcal/mol, indicating a strong binding affinity between the main active compounds and key targets. In vivo studies have indeed shown that AM and RPR can alleviate the pathological lung fibrotic damage caused by bleomycin treatment. The treatment with AM and RPR resulted in a reduction of mRNA levels for key targets AKT1 , HSP90AA1 , CASP3 , MAPK3 , and VEGFA . Additionally, the protein expression levels of AKT1 , HSP90AA1 , and VEGFA were also reduced. These results support the therapeutic potential of AM and RPR in ameliorating pulmonary fibrosis and provide insight into the molecular mechanisms involved in their therapeutic effects.
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