天然产物研究与开发 ›› 2024, Vol. 36 ›› Issue (6): 1045-1055.doi: 10.16333/j.1001-6880.2024.6.015

• 数据研究 • 上一篇    下一篇

基于网络药理学和细胞实验探讨蟾蜍灵治疗胃癌的作用机制

刘玉玲1,2*,陈利荣1,侯艳香1,王元森1   

  1. 1山西医科大学汾阳学院 医学检验系;2山西省汾阳医院肿瘤科,汾阳 032200
  • 出版日期:2024-06-26 发布日期:2024-06-26
  • 基金资助:
    山西省科技厅青年科技研究基金(20210302124580);山西省高等学校大学生创新创业训练计划重点项目(S202117114004)

Mechanism of bufalin in the treatment of gastric cancer based on network pharmacology and cellular experiment

LIU Yu-ling1,2*,CHEN Li-rong1,HOU Yan-xiang1,WANG Yuan-sen1   

  1. 1 Department of Medical Laboratory Science,Fenyang College of Shanxi Medical University;2 Department of Oncology,Fenyang Hospital of Shanxi Province,Fenyang 032200,China
  • Online:2024-06-26 Published:2024-06-26

摘要:

本研究基于网络药理学、分子对接和细胞实验探究蟾蜍灵治疗胃癌的作用机制。利用PubChem和PharmMapper数据库检索蟾蜍灵的药物靶点;GeneCards数据库收集胃癌的相关靶点,运用Venny软件和STRING数据库构建药物与疾病共同靶点的PPI网络图,通过DAVID数据库进行GO富集和KEGG通路分析。利用Cytoscape3.9.0软件进行可视化并筛选核心靶点,通过GIEPA数据库、Kaplan-Meier方法、AutoDock和PyMOL软件分析核心靶点分别与胃癌和蟾蜍灵之间的关系。最后通过细胞实验对网络药理学预测的靶点和信号通路进行实验验证。网络药理学筛选到蟾蜍灵的药物靶点285个,胃癌相关的疾病靶点909个,蟾蜍灵与胃癌的交集靶点91个,结合PPI网络度值排名、胃癌患者中表达水平以及患者生存预后相关性筛选2个核心靶点为HSP90AA1和SRC。KEGG富集分析蟾蜍灵治疗胃癌可能与PI3K-Akt、FoxO、Ras和MAPK信号通路有关。生存分析结果显示,HSP90AA1和SRC mRNA在胃癌组织中表达显著上调,且其高表达的患者总生存期显著低于低表达组。分子对接结果显示,蟾蜍灵与核心靶点具有较好的结合力。细胞实验结果表明,与对照组相比,蟾蜍灵处理胃癌细胞MGC-803后,细胞的增殖、迁移能力均下降,而细胞凋亡数增加。MGC-803细胞中HSP90AA1、SRC、Bcl-2、p-AKT和FoxO1蛋白表达水平显著下调,Bax蛋白的表达显著上调。综上所述,蟾蜍灵可能通过调控HSP90AA1和SRC核心蛋白及Akt/FoxO1信号通路发挥治疗胃癌的作用。

关键词: 网络药理学, 蟾蜍灵, 胃癌, 增殖, 迁移, 凋亡

Abstract:

To explore the mechanism of action of bufalin in the treatment of gastric cancer based on network pharmacology,molecular docking and cellular experiments in the study.The PubChem and PharmMapper databases were used to retrieve the drug targets of bufalin,and the related targets of gastric cancer were collected in the GeneCards database,and the PPI network diagram for common targets of drugs and diseases was constructed by Venny software and STRING database,and GO enrichment and KEGG pathway analysis were performed through the DAVID database.Cytoscape3.9.0 software was used to visualize and screen the core targets,and the relationship between the core targets and gastric cancer and bufalin was analyzed by GIEPA database,Kaplan-Meier method,AutoDock and PyMOL software,respectively.Finally,the targets and pathways predicted by network pharmacology were experimentally verified by cellular experiments.The results of network pharmacology showed that 285 drug targets and 909 gastric cancer targets were screened out.The number of common targets between bufalin and gastric cancer were 91,HSP90AA1 and SRC were core targets based on the ranking of PPI network value,the expression level in gastric cancer patients,and the correlation of survival and prognosis.KEGG enrichment analysis showed that bufalin in the treatment of gastric cancer may be related to PI3K-Akt,FoxO,Ras and MAPK signaling pathways.The results of survival analysis showed that the expression of HSP90AA1 and SRC mRNA in gastric cancer tissues was significantly up-regulated,and the overall survival of patients with high expression was significantly lower than that of the low expression group.The molecular docking results showed that the core targets had relatively strong binding activities with bufalin.The results of cellular experiments showed that compared with the control group,the proliferation and migration of gastric cancer cells MGC-803 were decreased,and the number of apoptosis was increased.The expression levels of HSP90AA1,SRC,Bcl-2,p-AKT and FoxO1 were significantly down-regulated,and the expression of Bax protein was significantly up-regulated.In summary,bufalin may play a role in the treatment of gastric cancer by regulating the core protein of HSP90AA1 and SRC and the Akt/FoxO1 signaling pathway.

Key words: network pharmacology, bufalin, gastric cancer, proliferation, migrate, apoptsis

中图分类号:  R285