基于网络药理学-分子对接的藤椒精油抗解淀粉芽孢杆菌生物被膜机理
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(四川农业大学 食品学院/农业农村部农产品加工与营养健康重点实验室(部省共建), 四川 雅安 625014)

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Study on Antibiofilm Mechanism of Zanthoxylum armatum Essential Oil Against Bacillus amyloliquefaciens Based on Network Pharmacology and Molecular Docking
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(College of Food Science/Key Laboratory of Agro-Products Processing and Nutritional Health (Co-Construction by Ministry and Province),Ministry of Agriculture and Rural Affairs, Sichuan Agricultural University,Yaan 625014,China)

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    摘要:

    为探讨藤椒精油抗解淀粉芽孢杆菌生物被膜的关键活性分子及其胞内作用机理,采用PharmMapper数据库进行靶点预测,结合基因组注释信息对筛选后的靶点进行清洗过滤,预测筛选藤椒精油关键活性组分及抗生物被膜的作用靶点,并应用Cytoscape软件构建藤椒精油活性分子-潜在靶点互作网络,通过String数据库对潜在靶点进行GO与KEGG通路富集分析。应用STITCH数据库获得潜在靶点互作关系,Cytoscape软件进行网络拓扑分析,筛选关键核心靶点。采用CB-DOCK2在线分子对接服务器进行藤椒精油活性分子与核心靶点的分子对接。最后通过离体培养结合结晶紫染色法、细菌运动能力实验验证藤椒精油关键活性分子的抗生物被膜活性。结果表明,通过网络药理学方法共筛选获得了21种藤椒精油活性组分,133个潜在作用靶点,8个核心靶点。GO富集分析共获得17个GO二级条目,包括生物学过程条目6个、分子功能条目8个和细胞组分条目3个。KEGG通路富集分析共获得8条信号通路,涉及次级代谢产物的生物合成、氨基酸的生物合成等通路。分子对接结果表明,藤椒精油关键活性组分中桉叶醇、金合欢醇乙酸酯、反式法尼醇可通过氢键和疏水相互作用等分子间作用力与核心靶点OdhA、CarB、PurF紧密结合并形成稳定构象。离体生物被膜培养验证实验结果表明,0.32~1.28μL/mL的金合欢醇乙酸酯、反式法尼醇对解淀粉芽孢杆菌均有显著的抗生物被膜活性。研究结果旨在为藤椒精油抗细菌生物被膜的胞内分子机理提供新的研究思路。

    Abstract:

    To elucidate the key antibiofilm components of Zanthoxylum armatum DC. essential oil (ZAEO) against Bacillus amyloliquefaciens and their associated intracellular mode of action, the PharmMapper server was used to screen potential targets and these predicated targets were then refined by genome annotation information, to predict and select the key active components of ZAEO and action targets involved in antibiofilm. The interaction network between ZAEO's active components and potential targets was constructed by using Cytoscape software. The GO function and KEGG pathway enrichment analysis were further performed using the String database. The core targets were obtained through potential target interactions analysis by STITCH database and performed network topology was analysed by Cytoscape software. Additionally, the CB-DOCK2 web server was used to carry out the molecular docking between the active components and the core targets. Finally, the in vitro antibiofilm activity of key components of ZAEO was assessed through culture experiments involving crystal violet staining and bacterial motility test. The results showed that a total of 21 active ZAEO components, 133 potential targets and 8 core targets were obtained by network pharmacology analysis. GO enrichment analysis yielded a total of 17 subcategories, including 6 subcategories related to biological processes, 8 subcategories related to molecular functions, and 3 subcateories related to cellular components. KEGG pathway enrichment analysis revealed 8 signaling pathways, including secondary metabolite biosynthesis, amino acid biosynthesis and other pathways. Molecular docking analysis demonstrated that three key active components, namely uncineol, farnesol acetate and trans-farnesol, exhibited strong binding affinity to the core target OdhA, CarB and PurF through intermolecular forces such as hydrogen bonds and hydrophobic interactions, forming stable complex conformation. Furthermore, the in vitro biofilm culture verification experiment confirmed that the range of 0.32 to 1.28μL/mL of farnesol acetate and trans-farnesol displayed significant antibiofilm effects against Bacillus amyloliquefaciens. These results aimed to provide new technical routes for the intracellular molecular mechanism of the antibiofilm of ZAEO.

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张莹凡,吕昕昱,肖瑀晗,杨露,申光辉.基于网络药理学-分子对接的藤椒精油抗解淀粉芽孢杆菌生物被膜机理[J].食品科学技术学报,2023,41(6):88-102.

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  • 收稿日期:2023-01-02
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  • 在线发布日期: 2023-11-07
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