中西医结合肝病杂志2024,Vol.34Issue(10) :926-930.DOI:10.3969/j.issn.1005-0264.2024.010.013

幽门螺杆菌感染与非酒精性脂肪性肝病相关基因的生物信息学分析

Bioinformatics analysis of genes associated with Helicobacter pylori infection and non-alcoholic fatty liver disease

易柳凤 陶思羽 李萌 王少丽 刘震
中西医结合肝病杂志2024,Vol.34Issue(10) :926-930.DOI:10.3969/j.issn.1005-0264.2024.010.013

幽门螺杆菌感染与非酒精性脂肪性肝病相关基因的生物信息学分析

Bioinformatics analysis of genes associated with Helicobacter pylori infection and non-alcoholic fatty liver disease

易柳凤 1陶思羽 1李萌 2王少丽 2刘震2
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作者信息

  • 1. 中国中医科学院广安门医院脾胃病科(北京,100053);北京中医药大学
  • 2. 中国中医科学院广安门医院脾胃病科(北京,100053)
  • 折叠

摘要

目的:通过对幽门螺杆菌及非酒精性脂肪肝基因芯片的生物信息学分析,获得共同的差异表达基因(DEGs),预测相应的治疗中药及有效活性成分.方法:在GEO数据库筛选GSE5081 及GSE63067 数据集,利用R软件筛选DEGs并对其富集分析.借助STRING数据库及Cytoscape构建蛋白互作网络,筛选出关键基因.再在Coremine Medical、CTD数据库中分析出关键基因对应的中药及有效活性成分.结果:从GSE5081 及GSE63067 数据集中筛选出14 个共同DEGs,富集分析主要与炎症细胞、糖脂代谢以及IL-17、NF-κB、TNF等信号通路有关.靶向中药以祛湿化痰、活血化瘀两类为主,中药活性成分中,白藜芦醇、姜黄素、萝卜硫素、叶酸、木黄酮出现的频率最高.结论:通过生物信息学筛选发现了Hp感染与NAFLD之间的共同DEGs,并通过蛋白互作网络获得8个关键基因,为两者发生发展关系的机制研究与疾病防治提供了新思路.

Abstract

Objective:Bioinformatics analysis of Helicobacter pylori and non-alcoholic fatty liver disease gene chips was used to obtain common differentially expressed genes(DEGs)and predict the corresponding therapeutic herbs and effective active ingredients.Methods:The GSE5081 and GSE63067 datasets were screened in the GEO database,and the DEGs were screened and enriched by R software.With the help of STRING database and Cytoscape,protein-protein interaction network was constructed to screen out key genes.Then,the traditional Chinese medicine and active ingredients corresponding to the key genes were analyzed in the Coremine Medical and CTD databases.Results:A total of 14 common DEGs were screened from the two datasets,and the enrichment analysis was mainly related to inflammatory cells,glycolipid metabolism,and signaling pathways such as IL-17,NF-κB,and TNF.The targeted Chinese medicines are mainly of two types:expelling dampness and resolving phlegm,activating blood circulation and removing blood stasis,and among the active ingredients of the Chinese medicines,resveratrol,curcumin,sulforaphane,folic acid,and genistein appeared with the highest frequency.Conclusion:Bioinformatics screening identified common DEGs between Hp infection and NAFLD,and obtained eight key genes through protein-protein interactions network,which provided a new idea for the mechanism study of the relationship between the two occurrences and development as well as disease control.

关键词

幽门螺杆菌感染/非酒精性脂肪肝/生物信息学/差异表达基因

Key words

Helicobacter pylori infection/non-alcoholic fatty liver disease/bioinformatics/differentially expressed genes

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基金项目

中国中医科学院科技创新工程(CI2021A01010)

中国中医科学院科技创新工程重大公关项目(CI2021A00804)

中国中医科学院科技创新工程重大公关项目(C12021A03311)

出版年

2024
中西医结合肝病杂志
中国中西医结合学会,湖北中医学院

中西医结合肝病杂志

CSTPCD
影响因子:0.908
ISSN:1005-0264
参考文献量36
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