整合网络药理学、分子对接和分子动力学探讨甘麦大枣汤治疗失眠的作用机制
The Potential Mechanisms of Ganmai Dazao Decoction for Treating Insomnia: An Integration of Network Pharmacology, Molecular Docking, and Molecular Dynamics SimulationYu Jiaolong LiuYao Wei Tanjun Chen Fei Zhang Delin Li Xianhai Zhang Runfeng
投稿时间:2025-03-08  修订日期:2025-05-19
DOI:
中文关键词:  甘麦大枣汤  失眠  网络药理学  分子对接  分子动力学
英文关键词:Ganmai Dazao Decoction  Insomnia  Network pharmacology  Molecular docking  Molecular dynamics
基金项目:成都医学院校级基金项目
作者单位地址
余蛟龙 西南医科大学附属医院心内科绵阳市第三人民医院·
四川省精神卫生中心
 
四川省绵阳市游仙区绵阳市第三人民医院学生宿舍
刘瑶 达州市中西医结合医院药学科成都医学院 
魏谭军 达州市中西医结合医院药学科成都医学院 
陈飞 达州市中西医结合医院药学科成都医学院 
张德林 遵义医科大学附属医院药剂科 
李先海 达州市中西医结合医院药学科成都医学院 
张润峰* 西南医科大学附属医院心内科四川绵阳四O四医院 西南医科大学附属医院
摘要点击次数:
全文下载次数:
中文摘要:
      背景 失眠是一种常见的睡眠障碍,与心血管疾病、糖尿病及心理健康问题密切相关,严重影响个体的生活质量。现有药物治疗虽有效,但长期使用易引发耐药性和依赖性。甘麦大枣汤改善失眠的效果确切,但其分子机制尚不清楚。 目的 结合网络药理学、分子对接和分子动力学方法探讨甘麦大枣汤治疗失眠的活性成分及核心靶点,系统揭示其潜在的分子药理机制,为临床应用提供参考。 方法 于2024年11月从INPUT数据库筛选甘麦大枣汤的活性成分及相关靶点,利用基因表达综合(GEO)数据库获取与失眠相关的数据集,使用GEO2R工具进行差异分析,获取失眠的差异表达基因(DEGs)。通过韦恩图获取共有靶点,采用STRING数据库和Cytoscape 3.9.1构建蛋白质互作(PPI)关系网络模型。对共有靶点进行基因本体(GO)和京都基因组百科全书(KEGG)富集分析。选取节点度值排名前3位的关键活性成分和前10位核心靶点,使用AutoDock 4.4.6对受体和配体进行分子对接以及分子动力学模拟,并采用Pymol 3.0.3将结果可视化,进一步验证受体-配体复合物体系的稳定性。 结果 检索出甘麦大枣汤中的337种活性成分及5 265个药物相关靶点,共收集到1 061个失眠DEGs。甘麦大枣汤与失眠的共有靶点共287个。中药-活性成分-共有靶点-疾病网络显示,槲皮素、儿茶素和山柰酚是甘麦大枣汤治疗失眠的关键成分。这3种成分可作用于核因子κB抑制因子α(NFKBIA)、纤维连接蛋白1(FN1)、白细胞介素-6(IL-6)、FOS基因(FOS)、腺病毒E1A结合蛋白P300(EP300)、组蛋白去乙酰化酶1(HDAC1)、JUN原癌基因(JUN)、热休克蛋白90α家族A类1型(HSP90AA1)、甘油醛-3-磷酸脱氢酶(GAPDH)、白细胞介素-1β(IL-1β)共10个核心靶点治疗失眠。GO和KEGG富集分析显示,甘麦大枣汤可能通过白细胞介素-17(IL-17)信号通路、脂质与动脉粥样硬化等信号通路发挥治疗失眠的作用。分子对接结果显示,甘麦大枣汤的3种关键成分与10个核心靶点均有良好的结合活性。分子动力学模拟显示,槲皮素-GAPDH、儿茶素-HDAC1和山奈酚-EP300复合体均能达到稳定状态。 结论 甘麦大枣汤的关键成分槲皮素、儿茶素、山奈酚可作用于10个核心靶点,通过调控IL-17信号通路、脂质和动脉粥样硬化通路等多种途径发挥对失眠的治疗作用。
英文摘要:
      Insomnia, a prevalent sleep disorder, exhibits significant correlations with cardiovascular diseases, diabetes mellitus, and mental health disorders, severely compromising individual' quality of life. While existing pharmacological treatments demonstrate clinical efficacy, chronic administration often induces drug resistance and dependence, posing challenges for long-term management. Ganmai Dazao Decoction (GMDZD), a classical Chinese herbal formula, has shown substantial therapeutic effects in ameliorating insomnia symptoms. Nevertheless, its molecular mechanisms of action remain incompletely elucidated, particularly regarding multi-component interactions and signaling pathway modulations. Objective This study integrated network pharmacology, molecular docking, and molecular dynamics simulation to explore the active ingredients and core therapeutic targets of GMDZD in treating insomnia. The research systematically elucidated its potential molecular pharmacological mechanisms, including the modulation of inflammatory pathways, oxidative stress, and neurotransmitter regulation, thereby providing reference for clinical applications. Methods In November 2024, this study screened the active components and associated targets of GMDZD from the INPUT database, while insomnia-related transcriptomic datasets were acquired from the Gene Expression Omnibus (GEO) repository. Comparative expression profiling of insomnia versus controls was performed using GEO2R, yielding differentially expressed genes (DEGs). Shared targets between GMDZD and insomnia were identified by Venny. The protein-protein interaction (PPI) network was subsequently constructed via STRING database and Cytoscape 3.9.1. Shared targets underwent functional annotation through Gene Ontology (GO) and pathway enrichment analysis via the Kyoto Encyclopedia of Genes and Genomes (KEGG). The top three key active ingredients and top ten core targets were selected based on degree value. Molecular docking and molecular dynamics simulations were performed using AutoDock 4.4.6 to analyze the interactions between receptors and ligands. The stability of the receptor-ligand complexes was further validated, and the results were visualized using PyMOL 3.0.3. Results 337 active ingredients and 5,265 drug-related targets in GMDZD were found, and a total of 1,061 insomnia-associated differentially expressed genes (DEGs) were collected. Intersection analysis revealed 287 shared targets between GMDZD and insomnia. The herb-active ingredient-shared target-disease network highlighted quercetin, catechin, and kaempferol as key therapeutic components of GMDZD for insomnia. These three components exerted effects by targeting 10 core proteins: Nuclear Factor Kappa B Inhibitor Alpha (NFKBIA), Fibronectin 1 (FN1), Interleukin-6 (IL-6), FOS Proto-Oncogene (FOS), E1A Binding Protein P300 (EP300), Histone Deacetylase 1 (HDAC1), JUN Proto-Oncogene (JUN), Heat Shock Protein 90 Alpha Family Class A Member 1 (HSP90AA1), Glyceraldehyde-3-Phosphate Dehydrogenase (GAPDH), and Interleukin-1 Beta (IL-1β). Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses indicated that GMDZD main likely alleviate insomnia by modulating the Interleukin-17 (IL-17) signaling pathway, lipid and atherosclerosis pathways. Molecular docking demonstrated strong binding affinities between the three key components and the 10 core targets. Molecular dynamic simulations showed that quercetin-GAPDH, catechin-HDAC1 and kaempferol-EP300 complexes could all reach a stable state. Conclusion The bioactive constituents of GMDZD—quercetin, catechin, and kaempferol—demonstrate multi-target therapeutic potential against insomnia by modulating ten core targets through key pathways such as IL-17 signaling pathway and lipid atherosclerosis pathway.
  查看/发表评论  下载PDF阅读器
关闭