首页|基于网络药理学和分子对接技术研究黄芩-黄连药对防治2型糖尿病作用机制

基于网络药理学和分子对接技术研究黄芩-黄连药对防治2型糖尿病作用机制

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目的 基于网络药理学及分子对接技术探讨黄芩-黄连药对防治2型糖尿病(T2DM)的作用机制.方法 通过中药系统药理学数据库与分析平台(TCMSP)收集黄芩-黄连药对的有效成分及对应靶点,借助Perl脚本及UniProt数据库对所得成分及靶点进行分析、整理;从Drugbank数据库、在线人类孟德尔遗传(OMIM)数据库、遗传药理学与药物基因组学数据库(PharmGKB)、疗效药靶数据库(TTD)中收集T2DM相关靶点,绘制韦恩图得药物作用于疾病的交集靶点,并利用Cytoscape 3.8.0软件中的CytoNCA插件筛选核心靶点;对交集靶点进行基因本体(GO)及京都基因与基因组百科全书(KEGG)富集分析;最后使用Vina软件对关键成分和核心靶点进行分子对接.结果 共筛选出黄芩-黄连药对有效成分50个,其中黄连14个,黄芩36个,相关靶点201个,与T2DM 425个靶点取交集得到交集靶点37个;通过"活性成分-靶点"相互作用网络共筛选出关键成分6个(豆甾醇、β-谷甾醇、汉黄芩素、千层纸素、槲皮素、小檗碱),度值前5位的核心靶点为前列腺素内过氧化物合成酶2(PTGS2)、白细胞介素1 B(IL1B)、细胞色素P450 1A1(CYP1A1)、趋势因子白细胞介素-8(CXCL8)、过氧化物酶体增殖物激活受体γ(PPARG);GO富集分析发现黄芩-黄连药对治疗T2DM的基因功能主要富集在血管径调节、肾上腺素能受体的活动蛋白连接、儿茶酚胺结合等过程;KEGG富集分析得到30条信号通路(P<0.05),主要涉及白细胞介素-17(IL-17)信号通路、环磷酸鸟苷-蛋白激酶G(cGMP-PKG)信号通路、脂肪细胞的脂分解调节等.分子对接结果显示,槲皮素、汉黄芩素、千层纸素、豆甾醇与核心靶点PTGS2、CYP1A1、IL1B、PPARG、CXCL8具有良好的结合活性.结论 黄芩-黄连药对主要通过活性成分豆甾醇、β-谷甾醇、汉黄芩素、千层纸素、槲皮素及小檗碱作用于PTGS2、CYP1A1、IL1B、PPARG、CXCL8等靶点,改善血液循环,调节炎症细胞因子、脂肪细胞内脂肪分解,调控cGMP-PKG信号通路以及作用于胰岛素受体起协同效应,从而发挥防治T2DM的作用.
Exploration of the mechanism of Scutellariae Radix-Coptidis Rhizoma in the prevention and treatment of type 2 diabetes mellitus based on network pharmacology and molecular docking technology
Objective To investigate the mechanism of Scutellariae Radix-Coptidis Rhizoma medicine pair in the prevention and treatment of type 2 diabetes mellitus(T2DM)based on network pharmacology and molecular docking techniques.Methods The active components and corresponding targets of Scutellariae Radix-Coptidis Rhi-zoma were collected by TCMSP,and analyzed and sorted by Perl script and UniProt database.T2DM related targets were collected from Drugbank,online Human Mendelian Genetics(OMIM),Pharmacogenetics and Pharmacogeno-mics Knowledge Base(PharmGKB),and Therapeutic Target Database(TTD),and a Venn diagram of the intersec-tion targets of drugs acting on diseases was drawn.The CytoNCA plugin in Cytoscape3.8.0 is used to screen core targets.Gene ontology(GO)and the Kyoto Encyclopedia of Genes and Genomes(KEGG)were analyzed for inter-section targets.Finally,Vina software was used for molecular docking of key components and core targets.Results A total of 50 effective ingredients of Scutellariae Radix-Coptidis Rhizoma were selected,14 in Coptidis Rhizoma,36 in Scutellariae Radix with 201 related targets and 37 intersecting targets obtained by intersecting with 425 targets of T2DM.6 key components(stigmasterol,β-sitosterol,baicalin,oroxylin A,quercetin,berberine)were screened out through the"active ingredient-target"interaction network.The top 5 core targets were prostaglandin peroxidase syn-thetase 2(PTGS2),interleukin1b(IL1B),cytochrome P450 1A1(CYP1A1),trend factor interleukin-8(CXCL8),peroxisomal proliferator-activated receptor γ(PPARG).GO enrichment analysis showed that the gene function of Scutellariae Radix-Coptidis Rhizoma on T2DM was mainly concentrated in the process of vascular diameter regula-tion,active protein linking of adrenergic receptor and catecholamine binding.KEGG enrichment and screening re-sulted in 30 signaling pathways(P<0.05),mainly involving interleukin-17(IL-17)signaling pathway,cyclic guanosine phosphate protein kinase G(cGMP-PKG)signaling pathway,lipid decomposition regulation of adipo-cytes,etc.Molecular docking results showed that quercetin,oroxylin A,baicalein,and stigmasterol had good binding activity with core targets PTGS2,CYP1A1,IL1B,PPARG and CXCL8.Conclusion Scutellariae Radix-Coptidis Rhizoma can improve blood circulation,regulate inflammatory cytokines and lipomolysis in adipocytes by targeting PTGS2,CYP1A1,IL1B,PPARG and CXCL8 through active ingredients stigmasterol,β-sitosterol,baicalin,oroxylin A,quercetin,berberine.The regulation of cGMP-PKG signaling pathway and the synergistic effect on insulin recep-tors play a role in preventing and treating T2DM.

type 2 diabetes mellitusGegen Qinlian DecoctionScutellariae Radix-Coptidis Rhizoma pairnet-work pharmacologymolecular dockingaction mechanism

任梦涵、杨丽霞、梁永林、李次艳、李涛

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甘肃中医药大学中医临床学院,甘肃 兰州 730101

甘肃省中医药研究院中心实验室,甘肃 兰州 730050

甘肃中医药大学基础医学院,甘肃 兰州 730101

2型糖尿病 葛根芩连汤 黄芩-黄连药对 网络药理学 分子对接 作用机制

2021年甘肃省高等学校产业支撑计划项目

2021CYZC-03

2024

甘肃中医药大学学报
甘肃中医学院

甘肃中医药大学学报

影响因子:0.563
ISSN:1003-8450
年,卷(期):2024.41(3)
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