基于数据挖掘和网络药理学探析肝癌的用药规律及作用机制
作者:
作者单位:

(1.广州中医药大学第四临床医学院 深圳 518033;2.深圳市中医院 深圳 518033)

作者简介:

通讯作者:

中图分类号:

基金项目:

国家自然科学基金资助项目(项目编号:82074384)。


Exploration of Medication Rules and Mechanism of Liver Cancer Based on Data Mining and Network Pharmacology
Author:
Affiliation:

(1.The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen 518033, China;2.Shenzhen Traditional Chinese Medicine Hospital, Shenzhen 518033, China)

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/意义 通过数据挖掘技术和网络药理学方法探析中药复方专利治疗肝癌的用药规律及其核心对药的作用机制。方法/过程 建立肝癌复方专利数据库,采用Excel、SPSS Modeler、Cytoscape、Origin、RStudio进行频数、功效、性味归经、聚类及关联规则分析,挖掘用药规律和核心对药。利用TCMSP、OMIM、GeneCards等数据库收集药物有效活性成分、作用靶点及肝癌相关疾病靶点,通过STRING数据库收集交集靶点、关键靶点和蛋白质互作网络,运用微生信平台和分子对接技术,对有效活性成分与关键基因的结合性能进行富集分析及预测。结果/结论 中药复方专利治疗肝癌用药重在肝脾并调以扶其正,同时辅以解毒抑癌、活血化瘀的策略以消除病邪。黄芪、半枝莲可通过多成分、多靶点、多途径的综合作用机制治疗肝癌。

    Abstract:

    Purpose/Significance Data mining technology and network pharmacology method are used to analyze medication rules of traditional Chinese medicine (TCM) compound patents in the treatment of liver cancer and action mechanism of its core drug pairs. Method/Process The liver cancer compound patents database is established. Excel, SPSS Modeler, Cytoscape, Origin and RStudio are used to analyze the frequency, efficacy, taste, clustering and association rules, and to discover medication rules and core drug pairs. TCMSP, OMIM, GeneCards and other databases are used to collect drug active ingredients, action targets and liver cancer-related disease targets. The intersection targets, key targets and protein interaction networks are collected through STRING database, and the binding properties of effective active ingredients and key genes are enriched and predicted by using the micro-bio-informatics platform and molecular docking technology. Result/Conclusion TCM compound patents for the treatment of liver cancer focus on the simultaneous regulation of the liver and spleen, detoxification and inhibition of cancer, blood circulation and blood stasis. Astragalus and scutellaria barbata may treat liver cancer through multi-component, multi-target, and multi-pathway.

    参考文献
    相似文献
    引证文献
引用本文

洪天琪,杨笑亚,张慧燕,等.基于数据挖掘和网络药理学探析肝癌的用药规律及作用机制[J].医学信息学杂志,2024,45(12):37-44

复制
分享
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:2024-07-09
  • 录用日期:
  • 在线发布日期: 2025-01-10
  • 出版日期:

扫码关注

官方微信