基于多芯片分析的牙周炎中枢基因和转录因子鉴定。

Q3 Medicine 华西口腔医学杂志 Pub Date : 2021-12-01 DOI:10.7518/hxkq.2021.06.003
Xiao Li Zeng, Sheng Jiao Li, Zheng Nan Shan, Jun Hao Yin, Ji Rui Jiang, Zhang Long Zheng, Jia Li
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引用次数: 0

摘要

目的:通过生物信息学分析,鉴定牙周炎发病过程中的差异表达基因(DEGs)。方法:采用GEO2R筛选GSE10334和GSE16134中的DEGs。然后,使用重叠的deg进行进一步分析。g:使用Profiler对上调和下调的deg进行基因本体分析和通路分析。利用STRING数据库构建蛋白-蛋白相互作用(PPI)网络,并利用Cytoscape软件对其进行可视化分析。利用cytoHubba插件和MCODE插件分别鉴定中心基因和关键模块。最后,通过iRegulon插件预测转录因子。结果:共鉴定出196个基因,其中139个基因表达上调,57个基因表达下调。功能富集分析显示,上调的DEGs主要富集于免疫相关通路,包括免疫系统、病毒蛋白与细胞因子及细胞因子受体相互作用、细胞因子-细胞因子受体相互作用、白细胞跨内皮迁移、趋化因子受体结合趋化因子等。相反,下调的deg主要与锥形包膜的形成和角化有关。在PPI网络中鉴定的枢纽基因为CXCL8、CXCL1、CXCR4、SEL、CD19和IKZF1。排名前三位的模块分别参与趋化因子反应、B细胞受体信号通路和白细胞介素反应。iRegulon分析显示,IRF4得分最高。结论:牙周炎的发病与CXCL8、CXCL1、CXCR4、SELL、CD19、IKZF1等中心基因的表达水平密切相关。预测的转录因子IRF4可能在上游调控中起主导作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Identification of hub genes and transcription factors involved in periodontitis on the basis of multiple microarray analysis.

Objectives: To identify the differentially expressed genes (DEGs) during the pathogenesis of periodontitis by bioinformatics analysis.

Methods: GEO2R was used to screen DEGs in GSE10334 and GSE16134. Then, the overlapped DEGs were used for further analysis. g:Profiler was used to perform Gene Ontology analysis and pathway analysis for upregulated and downregulated DEGs. The STRING database was used to construct the protein-protein interaction (PPI) network, which was further visua-lized and analyzed by Cytoscape software. Hub genes and key modules were identified by cytoHubba and MCODE plug-ins, respectively. Finally, transcription factors were predicted via iRegulon plug-in.

Results: A total of 196 DEGs were identified, including 139 upregulated and 57 downregulated DEGs. Functional enrichment analysis showed that the upregulated DEGs were mainly enriched in immune-related pathways including immune system, viral protein interaction with cytokine and cytokine receptor, cytokine-cytokine receptor interaction, leukocyte transendothelial migration, and chemokine receptors bind chemokines. On the contrary, the downregulated DEGs were mainly related to the formation of the cornified envelope and keratinization. The identified hub genes in the PPI network were CXCL8, CXCL1, CXCR4, SEL, CD19, and IKZF1. The top three modules were involved in chemokine response, B cell receptor signaling pathway, and interleukin response, respectively. iRegulon analysis revealed that IRF4 scored the highest.

Conclusions: The pathogenesis of periodontitis was closely associated with the expression levels of the identified hub genes including CXCL8, CXCL1, CXCR4, SELL, CD19, and IKZF1. IRF4, the predicted transcription factor, might serve as a dominant upstream regulator.

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来源期刊
华西口腔医学杂志
华西口腔医学杂志 Medicine-Medicine (all)
CiteScore
0.80
自引率
0.00%
发文量
6397
期刊介绍: West China Journal of Stomatology (WCJS, pISSN 1000-1182, eISSN 2618-0456, CN 51-1169/R), published bimonthly, is a peer-reviewed Open Access journal, hosted by Sichuan university and Ministry of Education of the People's Republic of China. WCJS was established in 1983 and indexed in Medline/Pubmed, SCOPUS, EBSCO, Chemical Abstract(CA), CNKI, WANFANG Data, etc.
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