Gene Expression Microarray Data Identify Hub Genes Involved in Osteoarthritis

被引:3
作者
Zhou, Jian [1 ]
Zou, Dazhi [2 ]
Wan, Rongjun [3 ,4 ]
Liu, Jie [5 ]
Zhou, Qiong [5 ]
Zhou, Zhen [6 ]
Wang, Wanchun [1 ]
Tao, Cheng [1 ]
Liu, Tang [1 ]
机构
[1] Cent South Univ, Xiangya Hosp 2, Dept Orthoped, Changsha, Peoples R China
[2] Longhui Peoples Hosp, Dept Spine Surg, Shaoyang, Peoples R China
[3] Cent South Univ, Xiangya Hosp, Branch Natl Clin Res Ctr Resp Dis, Dept Resp Med, Changsha, Peoples R China
[4] Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Peoples R China
[5] Fourth Hosp Changsha, Dept Cardiol, Changsha, Peoples R China
[6] Univ Tasmania, Menzies Inst Med Res, Hobart, Tas, Australia
基金
中国国家自然科学基金;
关键词
osteoarthritis; bioinformatics analysis; enrichment analysis; PPI network; microarray; RHEUMATOID-ARTHRITIS; DISEASE SEVERITY; IDENTIFICATION; CHONDROCYTES; PATHOGENESIS; ASSOCIATION; SIGNATURES; CARTILAGE; PATHWAYS; PLASMA;
D O I
10.3389/fgene.2022.870590
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The present study was performed to explore the underlying molecular mechanisms and screen hub genes of osteoarthritis (OA) via bioinformatics analysis. In total, twenty-five OA synovial tissue samples and 25 normal synovial tissue samples were derived from three datasets, namely, GSE55457, GSE55235, and GSE1919, and were used to identify the differentially expressed genes (DEGs) of OA by R language. The Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis of DEGs were conducted using the Database for Annotation, Visualization, and Integrated Discovery (DAVID). A Venn diagram was built to show the potential hub genes identified in all three datasets. The STRING database was used for constructing the protein-protein interaction (PPI) networks and submodules of DEGs. We identified 507 upregulated and 620 downregulated genes. Upregulated DEGs were significantly involved in immune response, MHC class II receptor activity, and presented in the extracellular region, while downregulated DEGs were mainly enriched in response to organic substances, extracellular region parts, and cadmium ion binding. Results of KEGG analysis indicated that the upregulated DEGs mainly existed in cell adhesion molecules (CAMs), while downregulated DEGs were significantly involved in the MAPK signaling pathway. A total of eighteen intersection genes were identified across the three datasets. These include Nell-1, ATF3, RhoB, STC1, and VEGFA. In addition, 10 hub genes including CXCL12, CXCL8, CCL20, and CCL4 were found in the PPI network and module construction. Identification of DEGs and hub genes associated with OA may be helpful for revealing the molecular mechanisms of OA and further promotes the development of relevant biomarkers and drug targets.
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页数:11
相关论文
共 43 条
[1]   Osteoarthritis as an inflammatory disease (osteoarthritis is not osteoarthrosis!) [J].
Berenbaum, F. .
OSTEOARTHRITIS AND CARTILAGE, 2013, 21 (01) :16-21
[2]   Alternative Methods for Defining Osteoarthritis and the Impact on Estimating Prevalence in a US Population-Based Survey [J].
Cisternas, Miriam G. ;
Murphy, Louise ;
Sacks, Jeffrey J. ;
Solomon, Daniel H. ;
Pasta, David J. ;
Helmick, Charles G. .
ARTHRITIS CARE & RESEARCH, 2016, 68 (05) :574-580
[3]  
Feng Z, 2015, EUR REV MED PHARMACO, V19, P736
[4]   Down-regulation of the GTPase RhoB might be involved in the pre-apoptotic phenotype of osteoarthritic chondrocytes [J].
Gebhard, PM ;
Söder, S ;
Bau, B ;
Aigner, T .
FRONTIERS IN BIOSCIENCE-LANDMARK, 2004, 9 :827-833
[5]  
Guan J, 2019, J MUSCULOSKEL NEURON, V19, P326
[6]  
Hay SI, 2017, LANCET, V389, pE1
[7]   Screening of gene signatures for rheumatoid arthritis and osteoarthritis based on bioinformatics analysis [J].
He, Peiheng ;
Zhang, Ziji ;
Liao, Weiming ;
Xu, Dongliang ;
Fu, Ming ;
Kang, Yan .
MOLECULAR MEDICINE REPORTS, 2016, 14 (02) :1587-1593
[8]   Plasma and Synovial Fluid CXCL12 Levels Are Correlated With Disease Severity in Patients With Knee Osteoarthritis [J].
He, Wei ;
Wang, Mingxin ;
Wang, Yang ;
Wang, Qian ;
Luo, Bin .
JOURNAL OF ARTHROPLASTY, 2016, 31 (02) :373-377
[9]   Identification of pathways and genes associated with synovitis in osteoarthritis using bioinformatics analyses [J].
Huang, Hui ;
Zheng, Jiaxuan ;
Shen, Ningjiang ;
Wang, Guangji ;
Zhou, Gang ;
Fang, Yehan ;
Lin, Jianping ;
Zhao, Jianning .
SCIENTIFIC REPORTS, 2018, 8
[10]   Osteoarthritis [J].
Hunter, David J. ;
Bierma-Zeinstra, Sita .
LANCET, 2019, 393 (10182) :1745-1759