首页|基于网络药理学和生物信息学探讨生脉饮(党参方)治疗慢性心力衰竭的作用机制

基于网络药理学和生物信息学探讨生脉饮(党参方)治疗慢性心力衰竭的作用机制

扫码查看
目的:运用网络药理学和生物信息学方法,探究生脉饮(党参方)治疗慢性心力衰竭(CHF)的活性成分、作用靶点和分子通路,阐明生脉饮(党参方)治疗 CHF的分子机制。方法:借助中药系统药理学数据库与分析平台(TCMSP)以及 BATMAN-TCM平台获取生脉饮(党参方)有效活性成分及化合物潜在靶点,检索 GeneCards、治疗靶点数据库(TTD)、DrugBank、DisGeNET 数据库,筛选CHF相关靶点;将化合物与疾病交集靶点通过 STRING数据库构建蛋白相互作用(PPI)网络图,采用 Cytoscape软件获得生脉饮(党参方)作用于 CHF的关键化合物和核心靶点,使用 R语言软件包进行基因本体(GO)生物学过程分析和京都基因与基因组百科全书(KEGG)通路分析并可视化,在基因表达综合数据库(GEO)下载 CHF基因表达芯片,经过 R语言软件包处理后验证核心靶点基因差异表达情况,最后,使用 Autodock软件将有效成分和核心靶点进行分子对接再次验证,并将结果可视化展示。结果:共筛选得到 35个有效化学成分、120个潜在靶点,获得菠菜甾醇、11-羟基兰金断肠草碱、α菠菜甾醇、邻苯二甲酸二异辛酯、黄豆黄素、去氧哈林通碱等有效成分,丝氨酸/苏氨酸激酶(AKT1)、非受体酪氨酸激酶(SRC)、表皮生长因子受体(EGFR)等核心靶点,关键通路包括氧化应激、酪氨酸磷酸化修饰、磷脂酰肌醇-3激酶/蛋白激酶 B(PI3K/AKT)等。GEO芯片验证结果显示核心靶点在健康组与疾病组之间差异表达明显。分子对接结果显示生脉饮(党参方)关键有效成分与核心靶点整体结合较好。结论:生脉饮(党参方)可能通过 AKT1、SRC、EGFR、热休克蛋白(HSP90AA1)、前列腺素内过氧化物合酶 2(PTGS2)、基质金属蛋白酶 9(MMP-9)等多靶点和PI3K/AKT信号通路改善心肌重塑、抑制细胞凋亡、调节雌激素、抗脂质及动脉粥样硬化等作用改善 CHF。
The Mechanism of Shengmai Decoction(Dangshen Formula)for Treating Chronic Heart Failure Based on Network Pharmacology and Bioinformatics
Objective:To explore the active ingredients,targets and molecular pathways of Shengmai Decoction(Dangshen Formula)for the treatment of chronic heart failure(CHF)using network pharmacology and bioinformatics,and to clarify the molecular mechanism of Shengmai Decoction(Dangshen Formula)in the treatment of CHF.Methods:Potential targets of active ingredients and compounds of Shengmai Decoction(Dangshen Formula)were obtained by Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP)and Batmatic-TCM platform.GeneCards,therapeutic target database(TTD),DrugBank and DisGeNET databases were searched to screen CHF-related targets.The protein interaction(PPI)network diagram was constructed by STRING database,and Cytoscape software was used to obtain the key compounds and core targets of CHF acted by Shengmai Decoction(Dangshen Formula).The R language software package was used to analyze the biological process of gene ontology(GO)and the Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway.The CHF gene expression chip was downloaded from the integrated gene expression database(GEO)and the differential expression of core target genes was verified after processing with the R language software package.The molecular docking of the active ingredient and the core target was verified again by the Autodock software,and the results were visualized and displayed.Results:A total of 35 active chemical components and 120 potential targets were screened,and the active components such as spinach sterol,11-hydroxylanguinarianserine,α-spinach sterol,diisooctyl phthalate,soybean xanthin,and deoxynivalenol base,the core targets such as serine/threonine kinase(AKT1),non-receptor tyrosine kinase(SRC),and epidermal growth factor receptor(EGFR),and the key pathways including oxidative stress,tyrosine phosphorylation modification,phosphatidylinositol-3 kinase/protein kinase B(PI3K/AKT)were obtained.The results of GEO microarray validation showed that the core targets were differentially expressed between the healthy and diseased groups.The results of molecular docking showed that the key active ingredients of Shengmai Decoction(Dangshen Formula)were well combined with the core targets.Conclusion:Shengmai Decoction(Dangshen Formula)might improve chronic heart failure through AKT1,SRC,EGFR,heat shock proteins(HSP90AA1),prostaglandin endoperoxide synthase 2(PTGS2),matrix metalloproteinases 9(MMP-9)and other multi-targets and PI3K/AKT signaling pathway,and improve cardiac remodeling,inhibit cell apoptosis,regulate estrogen,anti-lipid and atherosclerosis.remodeling,inhibition of apoptosis,regulation of estrogen,anti-lipid and atherosclerotic.

heart failureShengmai Decoctionnetwork pharmacologybioinformaticsactive ingredientmolecular mechanism

张赤道、吴文俊、邢作英、邱伯雍、朱明军、王永霞

展开 >

河南中医药大学第一附属医院(郑州 450000)

心力衰竭 生脉饮 网络药理学 生物信息学 活性成分 分子机制

国家中医药局中医药循证能力建设项目河南省卫生健康委国家中医临床研究基地科研专项河南省卫生健康委国家中医临床研究基地科研专项

2019XZZX-XXG003KY-B0357-0022022JDZX117

2024

中西医结合心脑血管病杂志
中国中西医结合学会 山西医科大学第一医院

中西医结合心脑血管病杂志

CSTPCD
影响因子:1.463
ISSN:1672-1349
年,卷(期):2024.22(8)
  • 34