天然产物研究与开发 ›› 2020, Vol. 32 ›› Issue (9): 1456-1469.doi: 10.16333/j.1001-6880.2020.9.002

所属专题: No.8

• 研究论文 • 上一篇    下一篇

黄芩-黄连药对治疗幽门螺杆菌相关性消化性溃疡的核心基因与关键microRNA筛选研究

陈新怡1,2,宋厚盼1,2*,陈小娟1,2,曾梅艳2,杨焘3,林也1,刘恒铭3,冯瑶3


  

  1. 1湖南中医药大学中医诊断学湖南省重点实验室;2湖南中医药大学中医学院;3湖南中医药大学医学院,长沙 410208

  • 出版日期:2020-09-28 发布日期:2020-09-24
  • 基金资助:
    国家自然科学基金(81703920);湖南省自然科学基金(2019JJ50442);湖南省教育厅科学研究项目(19C1426);湖南省大学生研究性学习和创新性实验计划(201908)

Screening of core genes and key microRNAs in the treatment of Helicobacter pylori related peptic ulcer by Scutellariae Radix and Coptidis Rhizoma

CHEN Xin-yi1,2,SONG Hou-pan1,2*,CHEN Xiao-juan1,2,ZENG Mei-yan2,YANG Tao3,LIN Ye1,LIU Heng-ming3,FENG Yao3#br#

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  1. 1Hunan Provincial Key Laboratory of Diagnostic Research in Chinese Medicine,Hunan University of Chinese Medicine; 2Faculty of Traditional Chinese Medicine,Hunan University of Chinese Medicine;3Faculty of Medicine,Hunan University of Chinese Medicine,Changsha 410208,China

  • Online:2020-09-28 Published:2020-09-24

摘要:

本研究旨在应用网络药理学和生物信息学方法探讨黄芩-黄连药对(SRCR)治疗幽门螺杆菌(Hp)相关性消化性溃疡(PU)的分子网络调控机制,并筛选出其作用的核心基因和关键microRNA。首先通过中药系统药理学数据库和分析平台(TCMSP)检索SRCR的主要活性成分和可能的作用靶点;从GEO数据库获取GSE70394基因表达谱数据,采用R软件对Hp感染人胃黏膜上皮细胞(GES)涉及差异表达基因(DEG)的芯片数据进行均一化处理,并绘制DEG火山图和聚类热图;再通过STRING数据库构建SRCR成分靶点与Hp感染人GES细胞DEG的蛋白交互网络;运用DAVID数据库对上述特征性基因进行GO功能和KEGG通路富集分析;然后利用Cytohubba筛选出SRCR治疗Hp相关性PU涉及的核心基因;采用TargetScan和miRBase数据库对调控核心基因的关键microRNA进行预测。最终在TCMSP中共检索到SRCR的41个主要活性成分和216个可能的作用靶点。GEO芯片数据质量良好,以P < 0.05和︱logFC︱≥ 2为筛选条件,共获得128个Hp感染人GES细胞的DEG,其中上调基因77个,下调基因51个。取交集网络得到SRCR治疗HpPU的特征性基因靶点127个。对这些靶点进行GO分析发现,生物学过程涉及炎症反应、免疫反应等55个条目;细胞组分包含细胞外空间、外泌体、细胞核等11个条目;分子功能包含生长因子活性、表皮生长因子受体结合等15个条目。KEGG结果显示细胞因子受体相互作用通路、NOD样受体信号通路、NF-κB信号通路等33条信号通路与SRCR治疗Hp相关性PU密切相关。经Cytohubba筛选得到CXCL8、IL10、IL1B等十个SRCR调控的核心基因。进一步筛选得到miR-93-5p、miR-374b-5p、miR-3937等十个SRCR调控的最具功能性的microRNA。上述结果表明,SRCR治疗HpPU具有多成分、多靶点、多通路协同作用的特点,SRCR可通过调控编码RNA(基因)和非编码RNA(microRNA)发挥其抗HpPU的效应。

关键词: 黄芩, 黄连, 幽门螺杆菌, 网络药理学, 基因, microRNA

Abstract:

The aim of this study was to explore the molecular network regulation mechanism of Coptidis Rhizoma and Scutellariae Radix (SRCR) on treatment of Helicobacter pylori (Hp) associated peptic ulcer (PU) based on network pharmacology and bioinformatics methods,and to screen out the core genes and key microRNAs.Firstly,the main active ingredients and possible targets of SRCR were retrieved through the Chinese Medicine System Pharmacology Database and Analysis Platform (TCMSP).GSE70394 gene expression profile data was downloaded from the GEO database.The microarray data of differentially expressed genes in Hp infected human gastric epithelial cells were homogenized by R software,and the volcano map and cluster heat map of differentially expressed genes were drawn.Secondly,STRING database was used to construct the protein interaction network between SRCR component target and Hp- infected human GES cells.The functions of GO and the enrichment of KEGG pathways of the above-mentioned characteristic genes were analyzed by DAVID database.Then,the core genes involved in the treatment of Hp related PU by SRCR were screened out by cytohubba plug-in unit.The key microRNAs regulating the core genes were predicted by using the TargetScan and miRBase databases.Finally,41 active components and 216 potential targets of SRCR were retrieved.The quality of GEO chip data was good.With P< 0.05 and︱logFC︱≥ 2 as the screening conditions,128 differentially expressed genes were obtained,including 77 up-regulated genes and 51 down-regulated genes.127 characteristic gene targets were further obtained for the treatment of HpPU by SRCR.Go analysis of these targets showed that the biological process involved 55 items such as inflammatory response,immune response,etc.Cell components included 11 items such as extracellular space,exosomes,nuclei,etc.Molecular functions included 15 items such as growth factor activity,epidermal growth factor receptor binding,etc.KEGG results showed that 33 signaling pathways,including cytokine receptor interaction pathway,nod like receptor signaling pathway,NF-κB signaling pathway,etc.were closely related to the treatment of Hp related PU by SRCR.Ten core genes regulated by SRCR,such as CXCL8,IL10,IL1B,etc.were screened out by cytohubba.Ten of the most functional microRNAs,such as mir-93-5p,mir-374b-5p,mir-3937,etc.which may be regulated by SRCR,were further screened out.The above results indicate that the treatment of HpPU with SRCR has the characteristics of multi-component,multi-target,and multi-channel synergy.SRCR can exert its therapeutic effect on HpPU by regulating the coding RNA (gene) and non-coding RNA (microRNA).

Key words: Scutellariae Radix, Coptidis Rhizoma, Helicobacter pylori, network pharmacology, gene, microRNA

中图分类号:  R285