Exploring the Mechanism of Saponins from Panax japonicus in Improving Alzheimer's Disease Based on Network Pharmacology and Molecular Docking.

IF 1.9
Qi-Qi Huang, Xue-Li Zhang, Shu-Jing He, Yi-Han Zhou, Ting Wang, Chun-Xia Zhang
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引用次数: 0

Abstract

Introduction: To study the mechanism of saponins from Panax japonicus (SPJ) in improving Alzheimer's disease based on network pharmacology and molecular docking technology.

Methods: The active components in the SPJ were obtained from the databases of CNKI, PubMed, and PubChem. The active component targets were retrieved from the databases of Swiss Target Prediction and Super-PRED. The disease targets were retrieved from the databases GeneCards, OMIM, and PharmGKB. Drug-disease intersection targets were obtained via Venny 2.1.0. The String database was utilized to establish the protein network. The drug- active ingredient- target network was constructed by Cytoscape 3.10.1 software. The Metascape database was employed to conduct the gene ontology function enrichment analysis and KEGG pathway enrichment analysis. AutoDock Tools 1.5.7 was used to perform the molecular docking analysis.

Results: A total of 57 active components were obtained from the SPJ, and 438 drug targets and 2294 disease targets were identified, including 169 identical targets. The key targets were SRC, STAT3, PIK3R1, AKT1, ESR1, EGFR, and JUN. Pseudoginsenoside F11, Vina-ginsenoside R2, and Chikusetsusaponin III might be the key active components of SPJ in improving Alzheimer's disease. The key active components showed good binding energy and better binding affinity within the active targets.

Discussion: Network pharmacology has screened out 57 potential active components of SPJ, including pseudo ginsenoside F11, ginsenoside R2, and III, which may exert therapeutic effects by acting on key targets such as SRC, STAT3, PIK3R1, AKT1, ESR1, EGFR, and JUN. These targets are closely related to core pathological processes of AD, such as Aβ production, Tau protein phosphorylation, neuroinflammation, neuronal survival, and synaptic plasticity. Functional analysis indicates that SPJ may act on multiple cellular sites, such as receptor complexes and synaptic membranes, by influencing biological processes such as cell migration, inflammatory response, and membrane potential regulation. Pathway enrichment suggests that its mechanism of action may be related to Alzheimer's disease pathways, the NF-κB signaling pathway, and the calcium signaling pathway. The continuous activation of NF-κB can exacerbate neuroinflammation and oxidative damage, while the disorder of the calcium signaling pathway will lead to intracellular calcium overload, mitochondrial dysfunction, and synaptic damage, all of which play key roles in the progression of AD.

Conclusion: SPJ exerts a therapeutic effect and provides the basis for Alzheimer's disease through multiple components, targets, and pathways.

基于网络药理学和分子对接的三七皂苷改善阿尔茨海默病的机制研究。
前言:基于网络药理学和分子对接技术,研究日本参皂苷改善阿尔茨海默病的作用机制。方法:从中国知网(CNKI)、PubMed、PubChem等数据库中获取SPJ有效成分。活性成分目标从Swiss Target Prediction和Super-PRED数据库中检索。从GeneCards、OMIM和PharmGKB数据库中检索疾病靶点。通过Venny 2.1.0获得药病交叉靶点。利用String数据库建立蛋白质网络。利用Cytoscape 3.10.1软件构建药物活性成分-靶点网络。利用metscape数据库进行基因本体功能富集分析和KEGG通路富集分析。使用AutoDock Tools 1.5.7进行分子对接分析。结果:共获得57个有效成分,鉴定出438个药物靶点和2294个疾病靶点,其中相同靶点169个。关键靶点为SRC、STAT3、PIK3R1、AKT1、ESR1、EGFR和jun。假人参皂苷F11、人参皂苷R2和秋参皂苷III可能是SPJ改善阿尔茨海默病的关键活性成分。关键活性组分在活性靶点内表现出良好的结合能和较好的结合亲和力。讨论:网络药理学筛选出57种SPJ的潜在活性成分,包括伪人参皂苷F11、人参皂苷R2、人参皂苷III等,可能通过作用于SRC、STAT3、PIK3R1、AKT1、ESR1、EGFR、jun等关键靶点发挥治疗作用,这些靶点与AD的核心病理过程密切相关,如Aβ生成、Tau蛋白磷酸化、神经炎症、神经元存活、突触可塑性等。功能分析表明,SPJ可能通过影响细胞迁移、炎症反应和膜电位调节等生物过程,作用于多个细胞部位,如受体复合物和突触膜。通路富集提示其作用机制可能与阿尔茨海默病通路、NF-κB信号通路、钙信号通路有关。NF-κB的持续激活可加重神经炎症和氧化损伤,而钙信号通路紊乱会导致细胞内钙超载、线粒体功能障碍和突触损伤,这些在AD的进展中都起着关键作用。结论:SPJ通过多组分、多靶点、多通路发挥治疗作用,为阿尔茨海默病提供基础。
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