首页|基于网络药理学和代谢组学探讨黄芪四妙汤治疗2型糖尿病的作用机制

基于网络药理学和代谢组学探讨黄芪四妙汤治疗2型糖尿病的作用机制

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为探析黄芪四妙汤(Huangqi Simiao Decoction,HSD)治疗2型糖尿病(type 2 diabetes mellitus,T2DM)的作用机制。通过网络药理学筛选HSD的成分靶点及T2DM相关疾病靶点,构建交集靶点的蛋白-蛋白相互作用(PPI)网络、药物-成分-交集靶点网络,并筛选出潜在活性成分及靶点;使用AutoDock Vina软件进行分子对接验证潜在成分与核心靶点的相互作用;通过超高效液相色谱-串联质谱代谢组学技术检测血清,采用主成分分析(PCA)及偏最小二乘法判别分析(PLS-DA)等多元统计分析,结合MetaboAnalyst数据库寻找各组差异代谢物与相关代谢通路,并将筛选的差异代谢物结合网络药理学筛选的交集靶点联合分析相同代谢通路。网络药理学显示,HSD治疗T2DM的9个核心成分为槲皮素、山柰酚、豆甾醇、汉黄芩素、β-谷甾醇、黄藤素、黄连素、黄连碱、小檗红碱;5个核心靶点为AKT1、TP53、TNF、IL6、VEGFA。分子对接显示,核心成分和靶点基因结合较好。代谢组学显示,共鉴定出112个共同差异代谢物,经HSD治疗后,其中88个代谢物浓度上升,24个代谢物下降。富集分析表明,HSD调节T2DM患者机体代谢主要与氨基酸代谢、三羧酸循环等7条代谢通路有关。代谢组学与网络药理学联合分析显示,二者均涉及组氨酸代谢通路、精氨酸和脯氨酸代谢通路。结果表明,HSD对T2DM具有较好的治疗作用,基于代谢组学和网络药理学分析发现其作用机制可能是HSD中槲皮素、山柰酚、豆甾醇等药效基础通过调控多种代谢物,加强对组氨酸代谢、精氨酸和脯氨酸代谢通路的影响,为进一步防治T2DM提供了依据。
Mechanism of Huangqi Simiao Decoction in treatment of type 2 diabetes mellitus based on network pharmacology and metabonomics
This article analyzed the mechanism of Huangqi Simiao Decoction(HSD)for the treatment of type 2 diabetes mellitus(T2DM).The component targets of HSD and the related disease targets of T2DM were screened through network pharmacology.The protein-protein interaction(PPI)network of intersecting targets and the drug-component-intersecting target network were constructed to screen the potential active ingredients and targets.Molecular docking was performed using AutoDock Vina software to verify the interaction between potential components and core targets.The serum was tested by ultra performance liquid chromatography-tandem mass spectrometry,and multivariate statistical analyses,such as principal component analysis(PCA)and partial least squares discriminant analysis(PLS-DA),were used to search for the differential metabolites and related metabolic pathways of each group by combining with the MetaboAnalyst database.The same metabolic pathways were analyzed by combining the screened differential metabolites with the intersecting targets screened by network pharmacology.Network pharmacology showed that the nine core components of HSD for the treatment of T2DM were quercetin,kaempferol,stigmasterol,baicalein,β-sitosterol,flavodoxin,canthaxanthin,canthaxanthin,berberine,and berberine,and the five core targets included AKT1,TP53,TNF,IL6,and VEGFA.Molecular docking showed that the core components bound well to the target genes.Metabolomics showed that a total of 112 common differential metabolites were identified,of which 88 metabolites exhibited increased concentration and 24 metabolites decreased concentration after treatment with HSD.Enrichment analysis showed that HSD regulated the body metabolism of patients with T2DM,mainly related to seven metabolic pathways,such as amino acid metabolism and tricarboxylic acid cycle.The joint analysis of metabolomics and network pharmacology showed that both involved histidine metabolism,arginine and proline metabolic pathways.This study suggests that HSD has a good efficacy for T2DM.Based on the combined analysis of metabolomics and network pharmacology,it was found that the mechanism may be that the pharmacodynamic bases of quercetin,kaempferol,and stigmasterol in HSD enhance the effects on histidine metabolism,arginine and proline metabolic pathways by modulating a variety of metabolites,which provides the basis for further prevention and treatment of T2DM.

Huangqi Simiao Decoctiontype 2 diabetes mellitusnetwork pharmacologymolecular dockingmetabonomics

谭丽、龙江兰、曾志华、高慧娟、艾菲拉·艾克帕尔、张建文、王威、孟醒、林宇涵、孙超凡、袁宇莲、王春潺、陈元昊、令国兴、唐煜、冯兴中

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清华大学玉泉医院(清华大学中西医结合医院),北京 100040

首都医科大学附属北京朝阳医院,北京 100020

首都医科大学附属北京友谊医院,北京 100050

右江民族医学院研究生院,广西百色 531412

北京中医药大学东直门医院,北京 100700

天津中医药大学中医学院,天津 301617

清华大学药学技术中心,北京 100084

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黄芪四妙汤 2型糖尿病 网络药理学 分子对接 代谢组学

国家自然科学基金首都卫生发展科研专项北京市中医药科技发展资金项目

82104812首发2022-2-4131BJZYZD-2023-01

2024

中国中药杂志
中国药学会

中国中药杂志

CSTPCD北大核心
影响因子:1.718
ISSN:1001-5302
年,卷(期):2024.49(15)