Identification of Common Differentially Expressed Genes and Potential Therapeutic Targets in Ulcerative Colitis and Rheumatoid Arthritis

被引:16
作者
Chen, Yueying [1 ]
Li, Hanyang [1 ]
Lai, Lijie [1 ]
Feng, Qi [2 ]
Shen, Jun [1 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Inst Digest Dis, Div Gastroenterol & Hepatol,Renji Hosp,Inflammato, Key Lab Gastroenterol & Hepatol,Minist Hlth,Sch M, Shanghai, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Med, Renji Hosp, Dept Radiol, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
bioinformatical analysis; hub genes; ulcerative colitis; rheumatoid arthritis; differentially expressed genes; INFLAMMATORY-BOWEL-DISEASE; SYSTEMIC-LUPUS-ERYTHEMATOSUS; COPY-NUMBER; ANKYLOSING-SPONDYLITIS; FCGR3B; RISK; ASSOCIATION; SERGLYCIN; CANCER; SUSCEPTIBILITY;
D O I
10.3389/fgene.2020.572194
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Ulcerative colitis (UC) and rheumatoid arthritis (RA) are immune-mediated inflammatory diseases (IMIDs) with similar symptoms and common genomics. However, the relationship between UC and RA has not been investigated thoroughly. Therefore, this study aimed to establish the differentially expressed genes (DEGs) and potential therapeutic targets in UC and RA. Three microarray datasets (GSE38713, GSE1919, and GSE12251) were selected from the Gene Expression Omnibus (GEO) database for analysis. We used R software to identify the DEGs and performed enrichment analyses. Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) and Cytoscape software were used to construct the protein-protein interaction (PPI) network and identify the hub genes. A regulatory network based on the constructed PPI was generated using StarBase and PROMO databases. We identified a total of 1542 and 261 DEGs in UC and RA. There were 169 common DEGs identified in both UC and RA, including 63 upregulated genes (DEGs1) and nine downregulated genes (DEGs2). The Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses of DEGs1 and DEGs2 in the PPI network revealed that the genes enriched were involved in immunity. A total of 45 hub genes were selected based on high scores of correlation; three hub genes (SRGN, PLEK, and FCGR3B) were found to be upregulated in UC and RA, and downregulated in UC patients with response to infliximab treatment. The identification of novel DEGs and hub genes in the current study contributes to a novel perception for latent functional mechanisms and presents potential prognostic indicators and therapeutic targets in UC and RA.
引用
收藏
页数:11
相关论文
共 66 条
[1]   Impact of Allele Copy Number of Polymorphisms in FCGR3A and FCGR3B Genes on Susceptibility to Ulcerative Colitis [J].
Asano, Kouichi ;
Matsumoto, Takayuki ;
Umeno, Junji ;
Hirano, Atsushi ;
Esaki, Motohiro ;
Hosono, Naoya ;
Matsui, Toshiyuki ;
Kiyohara, Yutaka ;
Nakamura, Yusuke ;
Kubo, Michiaki ;
Kitazono, Takanari .
INFLAMMATORY BOWEL DISEASES, 2013, 19 (10) :2061-2068
[2]   Association of inflammatory bowel disease with ankylosing spondylitis and rheumatoid arthritis: A nationwide population-based study [J].
Bae, Jung Min ;
Choo, Ji Yoon ;
Kim, Ki-Jo ;
Park, Kyung-Su .
MODERN RHEUMATOLOGY, 2017, 27 (03) :435-440
[3]   MultiContrast Delayed Enhancement (MCODE) improves detection of subendocardial myocardial infarction by late gadolinium enhancement cardiovascular magnetic resonance: a clinical validation study [J].
Bandettini, W. Patricia ;
Kellman, Peter ;
Mancini, Christine ;
Booker, Oscar Julian ;
Vasu, Sujethra ;
Leung, Steve W. ;
Wilson, Joel R. ;
Shanbhag, Sujata M. ;
Chen, Marcus Y. ;
Arai, Andrew E. .
JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2012, 14
[4]   IgG and Fcγ Receptors in Intestinal Immunity and Inflammation [J].
Castro-Dopico, Tomas ;
Clatworthy, Menna R. .
FRONTIERS IN IMMUNOLOGY, 2019, 10
[5]   Haplotypes of PADI4 susceptible to rheumatoid arthritis are also associated with ulcerative colitis in the Japanese population [J].
Chen, Chun Chuan ;
Isomoto, Hajime ;
Narumi, Yukiko ;
Sato, Kayoko ;
Oishi, Yuuki ;
Kobayashi, Tsutomu ;
Yanagihara, Katsunori ;
Mizuta, Yohei ;
Kohno, Shigeru ;
TsukaMoto, Kazuhiro .
CLINICAL IMMUNOLOGY, 2008, 126 (02) :165-171
[6]   Endocytosis of soluble immune complexes leads to their clearance by FcγRIIIB but induces neutrophil extracellular traps via FcγRIIA in vivo [J].
Chen, Kan ;
Nishi, Hiroshi ;
Travers, Richard ;
Tsuboi, Naotake ;
Martinod, Kimberly ;
Wagner, Denisa D. ;
Stan, Radu ;
Croce, Kevin ;
Mayadas, Tanya N. .
BLOOD, 2012, 120 (22) :4421-4431
[7]   cytoHubba: identifying hub objects and sub-networks from complex interactome [J].
Chin, Chia-Hao ;
Chen, Shu-Hwa ;
Wu, Hsin-Hung ;
Ho, Chin-Wen ;
Ko, Ming-Tat ;
Lin, Chung-Yen .
BMC SYSTEMS BIOLOGY, 2014, 8
[8]   Response of the goat mammary gland to infection with Staphylococcus aureus revealed by gene expression profiling in milk somatic and white blood cells [J].
Cremonesi, Paola ;
Capoferri, Rossana ;
Pisoni, Giuliano ;
Del Corvo, Marcello ;
Strozzi, Francesco ;
Rupp, Rachel ;
Caillat, Hugues ;
Modesto, Paola ;
Moroni, Paolo ;
Williams, John L. ;
Castiglioni, Bianca ;
Stella, Alessandra .
BMC GENOMICS, 2012, 13
[9]   Inflammation in autoimmunity: receptors for IgG revisited [J].
Dijstelbloem, HM ;
van de Winkel, JGJ ;
Kallenberg, CGM .
TRENDS IN IMMUNOLOGY, 2001, 22 (09) :510-516
[10]   Phosphorylation of pleckstrin increases proinflammatory cytokine secretion by mononuclear phagocytes in diabetes mellitus [J].
Ding, Yong ;
Kantarci, Alpdogan ;
Badwey, John A. ;
Hasturk, Hatice ;
Malabanan, Alan ;
Van Dyke, Thomas E. .
JOURNAL OF IMMUNOLOGY, 2007, 179 (01) :647-654