首页|基于网络药理学和分子对接研究黄芩治疗2型糖尿病的作用机制

基于网络药理学和分子对接研究黄芩治疗2型糖尿病的作用机制

扫码查看
目的 通过网络药理学和分子对接技术系统分析黄芩治疗2 型糖尿病的主要活性成分和作用靶点,探讨其多成分-多靶点-多通路的潜在作用机制.方法 通过中医药系统药理学数据库分析平台(TCMSP)挖掘收集黄芩的化学成分,经口服生物利用度(OB)、类药性(DL)、半衰期(HL)3 个条件筛选得到药物的有效成分,通过SwissTargetPrediction数据库进行有效成分靶点预测;同时从TTD、Drugbank和DisGeNET数据库对T2DM的靶点进行检索及筛选;成分靶点与疾病靶点映射后使用String数据库绘制核心靶点蛋白-蛋白相互作用(PPI)网络;对核心靶点基因利用DAVID数据库进行GO富集分析和KEGG通路分析;利用Cytoscape 3.6.1 构建成分-靶点-通路网络,探讨黄芩治疗T2DM的潜在作用机制;应用SYBYL软件对黄芩活性成分与核心靶点进行分子对接以验证预测结果.结果 从黄芩中筛选出29 个化学成分,涉及治疗T2DM的26 个靶点;GO分析结果表明其涉及细胞对缺氧的反应、血压调节、基因表达的昼夜调节等10 个生物过程,涉及血红素结合、药物绑定、RNA聚合酶Ⅱ转录因子活性等10 个主要分子功能,主要包括细胞内膜结合细胞器、rDNA异染色质、染色质沉默复合物等10 个细胞组成;KEGG分析结果表明其可能通过AMPK、PPAR、胰岛素抵抗、化学致癌作用等10 个主要信号通路治疗糖尿病.分子对接结果表明豆甾醇-PIK3CG、β-谷甾醇-ABCG2 表现出较强的结合活性,黄芩素-PIK3CG、β-谷甾醇-PIK3CG、黄芩素-IGF1R、β-谷甾醇-IGF1R、去甲汉黄芩素-IGF1R等表现出较好的结合活性.结论 黄芩通过多成分、多靶点、多通路治疗T2DM,为更全面深入地探究中药复方的作用机制提供理论支撑.
The Mechanism of Scutellariae Radix in Treatment of Type 2 Diabetes Based on Network Pharmacology and Molecular Docking
OBJECTIVE To analyze the main active ingredients and targets of Scutellariae Radix in the treat-ment of type 2 diabetes mellitus(T2DM)and explore its potential mechanism of multi-component,multi-target and multi-pathway by using network pharmacology and molecular docking.METHODS The chemical components of Scutellariae Radix were selected from the Traditional Chinese Medicine System Pharmacology database and analyzed platform(TCMSP),and the effective components were screened by oral bioavailability(OB),drug likeness(DL)and half-life(HL)conditions.The effective components were predicted for target points through the SwissTargetPre-diction database,and the targets of T2DM were screened from TTD,Drugbank,and DisGeNET databases.The compo-nent-target mapping was used to draw the protein-protein interaction(PPI)network of the core target points using the String database.The gene ontology(GO)and KEGG enrichment analysis of the core targets were performed using the DAVID database.The component-target-pathway network was constructed using Cytoscape 3.6.1 to explore the po-tential mechanism of Scutellariae Radix in the treatment of T2DM.The molecular docking of the active components and core targets of Scutellariae Radix were verified using SYBYL software to confirm the prediction re-sults.RESULTS 29 chemical components were screened from Scutellariae Radix,involving 26 targets for T2DM treatment;GO results showed that involved 10 biological processes,including response to hypoxia,blood pressure reg-ulation,circadian regulation of gene expression,and 10 main molecular functions,such as hemoglobin binding,drug binding,RNA polymerase Ⅱ transcription factor activity,and 10 cellular components,including intracellular mem-brane-bound organelle,rDNA heterochromatin,chromatin silencing complex.KEGG results showed that it may regu-late T2DM through AMPK,PPAR,insulin resistance,and carcinogenic effect.The molecular docking results showed that stigmasterol-PIK3CG and β-sitosterol-ABCG2 were stronger docked,and baicalein-PIK3CG,β-sitosterol-PIK3CG,baicalein-IGF1R,β-sitosterol-IGF1R,norwogonin-IGF1R were well docked.CONCLUSION Scutellariae Radix treated T2DM by multi-target and multi-channel therapy,which lays a foundation for the study of molecular mechanism.

Scutellariae RadixType 2 diabetes mellitusNetwork pharmacologyMolecular dockingMechanism of action

吴瑞瑞、赵志超、朱伟伟

展开 >

潍坊职业学院,山东潍坊 261000

黄芩 2型糖尿病 网络药理学 分子对接 作用机制

潍坊科技发展计划

2021GX020

2024

海峡药学
中国药学会福建分会

海峡药学

影响因子:0.643
ISSN:1006-3765
年,卷(期):2024.36(4)
  • 32