基于网络药理学及分子对接技术分析银杏黄酮苷治疗动脉粥样硬化作用机制
DOI:
CSTR:
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

R285

基金项目:

国家自然科学基金项目(82105056);辽宁省教育厅高校基本科研项目(LJ242410162028);辽宁省科学技术计划项目(2023JH1/ 11300001)


Analysis of the Mechanism of Ginkgetin in Treating Atherosclerosis Based on Network Pharmacology and Molecular Docking Technology
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    目的:基于网络药理学及分子对接技术分析银杏黄酮苷(Ginkgetin) 防治动脉粥样硬化(AS) 的 潜在作用机制。方法:通过SwissTargetPrediction、Super-PRED等数据库筛选Ginkgetin的主要药物作用靶点, 利用UniProt 数据库将相应靶点蛋白名称转化为基因名;在GeneCards、DisGeNET、TTD 等数据库中检索 “atherosclerosis”,获取AS疾病相关靶点。使用Venny2.1平台制作韦恩图获得Ginkgetin与AS交集靶点。通过 Cytoscape3.10.1 软件构建“药物-靶点-疾病”网络图;并进行蛋白质相互作用(PPI) 网络分析、基因本 体(GO) 功能富集及京都基因与基因组百科全书(KEGG) 通路富集分析。借助AutoDockTools平台进行分子 对接和可视化处理。结果:获得Ginkgetin对应靶点171个,AS靶点4 740个,交集靶点116个。PPI显示核心 靶点有热休克蛋白90α 家族A 类成员1 (HSP90AA1)、B 细胞淋巴瘤-2 基因(BCL-2)、缺氧诱导因子 1α(HIF1A)、过氧化物酶体增殖物激活受体γ(PPARG)、胱天蛋白酶3(CASP3) 等。KEGG通路分析结果主 要涉及磷脂酰肌醇3激酶-蛋白激酶B(PI3K-Akt)、糖尿病并发症中的晚期糖基化终末产物及其受体(AGERAGE) 、p53、脂质与AS、Janus激酶-信号转导子和转录激活子(JAK-STAT)、核因子(NF) -κB和细胞凋亡 等信号通路。分子对接结果表明,Ginkgetin与核心靶点HSP90AA1、BCL-2和HIF1A均表现出良好的结合能 力。结论:Ginkgetin可能通过作用于HSP90AA1、BCL-2、HIF1A等核心靶点,调控PI3K-Akt、AGE-RAGE、 p53、脂质与AS等信号通路治疗AS。

    Abstract:

    Abstract: Objective: To analyze the potential mechanism of ginkgetin in preventing and treating atherosclerosis (AS) based on network pharmacology and molecular docking technology. Methods: The main drug targets of ginkgetin were screened through databases such as SwissTargetPrediction and Super-PRED. The UniProt database was used to convert corresponding target protein names into gene names. The term "atherosclerosis" was searched in databases including GeneCards,DisGeNET,and TTD to obtain AS-related targets. A Venn diagram was created using the Venny 2.1 platform to identify overlapping targets between ginkgetin and AS. Cytoscape 3.10.1 software was used to construct a "drug-target-disease" network and to perform protein-protein interaction (PPI) network analysis,Gene Ontology (GO) functional enrichment, and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. Molecular docking and visualization were conducted using the AutoDock Tools platform. Results:A total of 171 ginkgetin-related targets and 4 740 AS-related targets were obtained,with 116 overlapping targets. The PPI network revealed core targets such as heat shock protein 90 alpha family class A member 1 (HSP90AA1), B-cell lymphoma-2( BCL-2),hypoxia-inducible factor 1-α( HIF1A),peroxisome proliferator-activated receptor γ( PPARG), and caspase-3 (CASP3). KEGG pathway analysis indicated that the main pathways included phosphatidylinositol 3-kinase-protein kinase B (PI3K-Akt) , advanced glycation end products and their receptors in diabetic complications (AGE-RAGE), p53, lipid and atherosclerosis, Janus kinase-signal transducer and activator of transcription (JAK-STAT),nuclear factor-kappa B (NF-κB),and apoptosis signaling pathways. Molecular docking results showed that ginkgetin exhibited strong binding affinity with core target proteins such as HSP90AA1, BCL-2, and HIF1A. Conclusion:Ginkgetin may treat AS by acting on core targets such as HSP90AA1,BCL-2,and HIF1A and regulating signaling pathways including PI3K-Akt,AGE-RAGE,p53,and lipid and atherosclerosis.

    参考文献
    相似文献
    引证文献
引用本文

韩叶蕾,魏东升,李涵,马艺鑫,吴欣悦,杜成渝,张哲.基于网络药理学及分子对接技术分析银杏黄酮苷治疗动脉粥样硬化作用机制[J].新中医,2026,58(7):117-125

复制
分享
相关视频

文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2026-04-20
  • 出版日期:
文章二维码