Probable targets and mechanism of ginsenoside Rg1 for non-alcoholic fatty liver disease: a study integrating network pharmacology, molecular docking, and molecular dynamics simulation.

IF 2.7 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Journal of Biomolecular Structure & Dynamics Pub Date : 2025-02-01 Epub Date: 2023-12-01 DOI:10.1080/07391102.2023.2289045
Danni Wang, Jia Zhang, Haifeng Dai, Kexin Tong, Mingjing Chen, Jiayi Peng, Wenxiang Huang
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Abstract

Ginsenoside Rg1 (GRg1), a key bioactive component of medicinal herbs, has shown beneficial effects on non-alcoholic fatty liver disease (NAFLD) and numerous other conditions. Nevertheless, the specific targets that are actively involved and the potential mechanisms underlying NAFLD treatment remain unclear. This study aimed to elucidate the therapeutic effects and mechanism of GRg1 in alleviating NAFLD using a combined approach of network pharmacology and molecular biology validation. The analysis yielded 294 targets for GRg1 and 1293 associated with NAFLD, resulting in 89 overlapping targets. Through protein-protein interactions (PPI) network topology analysis, 10 key targets were identified. Upon evaluating the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway and Gene Ontology (GO) analysis, GRg1 may exert therapeutic effects on NAFLD by negatively regulating the apoptotic process, insulin and endocrine resistance, the AGE-RAGE signaling pathway in diabetic complications, and the Estrogen, PI3K/Akt, and MAPK pathways. The three differential gene targets for Akt1, EGFR, and IGF1 were identified through the compound-target network in conjunction with the aforementioned methods. The molecular docking and molecular dynamics (MD) simulations showed that AKT1 and EGFR had a strong binding affinity with GRg1. Overall, our findings point to a novel therapeutic strategy involving NAFLD, with further in vivo and in vitro studies promising to deepen our comprehension and validate its potential advantages.Communicated by Ramaswamy H. Sarma.

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人参皂苷Rg1治疗非酒精性脂肪肝的可能靶点及机制:网络药理学、分子对接、分子动力学模拟相结合的研究
人参皂苷Rg1 (GRg1)是一种重要的草药生物活性成分,对非酒精性脂肪性肝病(NAFLD)和许多其他疾病有有益作用。然而,积极参与的具体靶点和NAFLD治疗的潜在机制仍不清楚。本研究旨在通过网络药理学和分子生物学验证相结合的方法,阐明GRg1在缓解NAFLD中的治疗作用和机制。该分析获得了294个GRg1靶点和1293个与NAFLD相关的靶点,共89个重叠靶点。通过蛋白-蛋白相互作用(PPI)网络拓扑分析,确定了10个关键靶点。通过京都基因基因组百科全书(KEGG)通路和基因本体(GO)分析,GRg1可能通过负调控凋亡过程、胰岛素和内分泌抵抗、糖尿病并发症中的AGE-RAGE信号通路以及雌激素、PI3K/Akt和MAPK通路,对NAFLD发挥治疗作用。Akt1、EGFR和IGF1的三个差异基因靶点是通过结合上述方法的复合靶点网络确定的。分子对接和分子动力学(MD)模拟表明,AKT1和EGFR与GRg1具有较强的结合亲和力。总的来说,我们的研究结果指出了一种涉及NAFLD的新的治疗策略,进一步的体内和体外研究有望加深我们的理解并验证其潜在优势。由Ramaswamy H. Sarma传达。
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来源期刊
Journal of Biomolecular Structure & Dynamics
Journal of Biomolecular Structure & Dynamics 生物-生化与分子生物学
CiteScore
8.90
自引率
9.10%
发文量
597
审稿时长
2 months
期刊介绍: The Journal of Biomolecular Structure and Dynamics welcomes manuscripts on biological structure, dynamics, interactions and expression. The Journal is one of the leading publications in high end computational science, atomic structural biology, bioinformatics, virtual drug design, genomics and biological networks.
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