Identification and validation of potential hub genes in rheumatoid arthritis by bioinformatics analysis

被引:0
作者
He, Xinling [1 ]
Yin, Ji [1 ]
Yu, Mingfang [1 ,2 ]
Qiu, Jiao [1 ]
Wang, Aiyang [1 ]
Wang, Haoyu [1 ]
He, Xueyi [1 ]
Wu, Xiao [1 ,3 ]
机构
[1] Southwest Med Univ, Tradit Chinese Med Hosp, Luzhou, Sichuan, Peoples R China
[2] Tradit Chinese Med Hosp Luzhou, Luzhou, Sichuan, Peoples R China
[3] Southwest Med Univ, Tradit Chinese Med Hosp, 182 Chunhui Rd, Luzhou 646000, Sichuan, Peoples R China
来源
AMERICAN JOURNAL OF TRANSLATIONAL RESEARCH | 2022年 / 14卷 / 09期
基金
中国国家自然科学基金;
关键词
Rheumatoid arthritis; bioinformatics; hub gene; protein -protein interaction network; synovial tissue; FIBROBLAST-LIKE SYNOVIOCYTES; CYTOSCAPE; EGFR;
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objective: Rheumatoid arthritis (RA) is considered to be a chronic immune disease pathologically characterized by synovial inflammation and bone destruction. At present, the potential pathogenesis of RA is still un-clear. Hub genes are recognized to play a pivotal role in the occurrence and progression of RA. Methods: Firstly, we attempted to screen hub genes that are associated with RA, to clarify the underlying pathological mechanisms of RA, and to offer potential treatment methods for RA. We acquired these datasets (GSE12021, GSE55235, and GSE55457) of RA patients and healthy samples from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were recognized via R software. Then, Gene ontology (GO) functional analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were utilized to deeply explore the underlying biological functions and pathways closely associated with RA. In addition, a protein-protein interaction (PPI) network was built to further evaluate and screen for hub genes. Finally, on the basis of the results of PPI analysis, we con-firmed the mRNA expression levels of five hub genes in the synovial tissue of rats modeled with RA. Results: In the human microarray datasets, LCK, JAK2, SOCS3, STAT1, and EGFR were identified as hub genes associated with RA by bioinformatics analysis. Furthermore, we verified the differential expression levels of hub genes in rat synovial tissues via qRT-PCR (P < 0.05). Conclusions: Our findings suggest that the hub genes LCK, JAK2, SOCS3, STAT1, and EGFR might have vital roles in the progression of RA and may offer novel therapeutic treatments for RA.
引用
收藏
页码:6751 / +
页数:13
相关论文
共 54 条
[1]   Identification of pivotal genes and pathways in the synovial tissue of patients with rheumatoid arthritis and osteoarthritis through integrated bioinformatic analysis [J].
Aihaiti, Yirixiati ;
Tuerhong, Xiadiye ;
Ye, Jin-Tao ;
Ren, Xiao-Yu ;
Xu, Peng .
MOLECULAR MEDICINE REPORTS, 2020, 22 (04) :3513-3524
[2]   Molecular and Cellular Mechanisms of Arthritis in Children and Adults: New Perspectives on Applied Photobiomodulation [J].
Ailioaie, Laura Marinela ;
Litscher, Gerhard .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (18) :1-39
[3]   Chemokine Receptor 5 Antagonism Causes Reduction in Joint Inflammation in a Collagen-Induced Arthritis Mouse Model [J].
Ansari, Mushtaq A. ;
Nadeem, Ahmed ;
Bakheet, Saleh A. ;
Attia, Sabry M. ;
Shahid, Mudassar ;
Alyousef, Faris S. ;
Alswailem, Mohammed A. ;
Alqinyah, Mohammed ;
Ahmad, Sheikh F. .
MOLECULES, 2021, 26 (07)
[4]   Genkwanin ameliorates adjuvant-induced arthritis in rats through inhibiting JAK/STAT and NF-κB signaling pathways [J].
Bao, Yarigui ;
Sun, Yue-Wen ;
Ji, Jun ;
Gan, Lu ;
Zhang, Chun-Feng ;
Wang, Chong-Zhi ;
Yuan, Chun-Su .
PHYTOMEDICINE, 2019, 63
[5]   Non-steroidal anti-inflammatory drugs (NSAIDs) and organ damage: A current perspective [J].
Bindu, Samik ;
Mazumder, Somnath ;
Bandyopadhyay, Uday .
BIOCHEMICAL PHARMACOLOGY, 2020, 180
[6]  
Buwembo William, 2020, J Dent Res Dent Clin Dent Prospects, V14, P26, DOI 10.34172/joddd.2020.004
[7]   Machine learning to identify immune-related biomarkers of rheumatoid arthritis based on WGCNA network [J].
Chen, Yulan ;
Liao, Ruobing ;
Yao, Yuxin ;
Wang, Qiao ;
Fu, Lingyu .
CLINICAL RHEUMATOLOGY, 2022, 41 (04) :1057-1068
[8]   Targeting the Immune System for Pulmonary Inflammation and Cardiovascular Complications in COVID-19 Patients [J].
Colafrancesco, Serena ;
Scrivo, Rossana ;
Barbati, Cristiana ;
Conti, Fabrizio ;
Priori, Roberta .
FRONTIERS IN IMMUNOLOGY, 2020, 11
[9]   Blocking Jak/STAT signalling using tofacitinib inhibits angiogenesis in experimental arthritis [J].
Di Benedetto, Paola ;
Ruscitti, Piero ;
Berardicurti, Onorina ;
Panzera, Noemi ;
Grazia, Nicolo ;
Di Vito Nolfi, Mauro ;
Di Francesco, Barbara ;
Navarini, Luca ;
Maurizi, Antonio ;
Rucci, Nadia ;
Teti, Anna Maria ;
Zazzeroni, Francesca ;
Guggino, Giuliana ;
Ciccia, Francesco ;
Dolo, Vincenza ;
Alesse, Edoardo ;
Cipriani, Paola ;
Giacomelli, Roberto .
ARTHRITIS RESEARCH & THERAPY, 2021, 23 (01)
[10]   Expression of extracellular matrix components and cytokine receptors in human fibrocytes during rheumatoid arthritis [J].
Elhaj Mahmoud, Dorra ;
Kaabachi, Wajih ;
Sassi, Nadia ;
Mokhtar, Amel ;
Ben Ammar, Lobna ;
Rekik, Sonia ;
Tarhouni, Lamjed ;
Kallel-Sellami, Maryam ;
Cheour, Elhem ;
Laadhar, Lilia .
CONNECTIVE TISSUE RESEARCH, 2021, 62 (06) :720-731