Analysis of differentially expressed genes in rheumatoid arthritis and osteoarthritis by integrated microarray analysis

被引:7
|
作者
Liu, Feng-Qi [1 ]
机构
[1] Capital Med Univ, Beijing Friendship Hosp, Dept Orthoped, 95 Yongan Rd, Beijing 100050, Peoples R China
关键词
differentially expressed genes; integrated analysis; microarray; osteoarthritis; rheumatoid arthritis; CHONDROCYTES; PATHOGENESIS; IL-1-BETA; REGULATOR;
D O I
10.1002/jcb.28533
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background Rheumatoid arthritis (RA) and osteoarthritis (OA) were two major types of joint diseases. This study aimed to explore the mechanism underlying OA and RA and analyze their difference by integrated analysis of multiple gene expression data sets. Methods Gene expression data sets of RA and OA were downloaded from The Gene Expression Omnibus. Shared and specific differentially expressed genes (DEGs) in RA and OA were identified by integrated analysis of multiple gene expression data sets. Functional annotation and protein-protein interaction (PPI) network construction of OA- and RA-specific DEGs were performed to further explore the molecular mechanisms underlying RA and OA and analyze the mechanism differences between them. Results Compared with normal controls, 3757 and 2598 DEGs were identified in RA and OA, respectively. Among them, 2176 DEGs were RA-specific DEGs and 1017 DEGs were OA-specific DEGs. Moreover, the expression of 17 DEGs played opposite pattern in RA and OA compared with normal controls. Chemokine signaling pathway and oxidative phosphorylation were significantly enriched pathways for RA- and OA-specific DEGs, respectively. BIRC2 and CSNK1E were respective hub genes of RA- and OA-specific PPI network. Conclusion Our findings provided clues for the specific mechanism and developing specific biomarkers for RA and OA.
引用
收藏
页码:12653 / 12664
页数:12
相关论文
共 50 条
  • [1] EXPRESSION AND FUNCTION OF THE DIFFERENTIALLY EXPRESSED GENES IN RHEUMATOID ARTHRITIS AND OSTEOARTHRITIS BY AN INTEGRATION ANALYSIS BASED ON MULTI-PLATFORM MICROARRAY DATASETS
    Chen, X.
    Fu, G.
    Zhang, R.
    OSTEOARTHRITIS AND CARTILAGE, 2021, 29 : S162 - S163
  • [2] Analysis of Differentially Expressed Genes in Coronary Artery Disease by Integrated Microarray Analysis
    Balashanmugam, Meenashi Vanathi
    Shivanandappa, Thippeswamy Boreddy
    Nagarethinam, Sivagurunathan
    Vastrad, Basavaraj
    Vastrad, Chanabasayya
    BIOMOLECULES, 2020, 10 (01)
  • [3] Batch correction of microarray data substantially improves the identification of genes differentially expressed in Rheumatoid Arthritis and Osteoarthritis
    Peter Kupfer
    Reinhard Guthke
    Dirk Pohlers
    Rene Huber
    Dirk Koczan
    Raimund W Kinne
    BMC Medical Genomics, 5
  • [4] Batch correction of microarray data substantially improves the identification of genes differentially expressed in Rheumatoid Arthritis and Osteoarthritis
    Kupfer, Peter
    Guthke, Reinhard
    Pohlers, Dirk
    Huber, Rene
    Koczan, Dirk
    Kinne, Raimund W.
    BMC MEDICAL GENOMICS, 2012, 5
  • [5] Identification of differentially expressed genes, signaling pathways and immune infiltration in rheumatoid arthritis by integrated bioinformatics analysis
    Yanzhi Ge
    Li Zhou
    Zuxiang Chen
    Yingying Mao
    Ting Li
    Peijian Tong
    Letian Shan
    Hereditas, 158
  • [6] Identification of differentially expressed genes, signaling pathways and immune infiltration in rheumatoid arthritis by integrated bioinformatics analysis
    Ge, Yanzhi
    Zhou, Li
    Chen, Zuxiang
    Mao, Yingying
    Li, Ting
    Tong, Peijian
    Shan, Letian
    HEREDITAS, 2021, 158 (01)
  • [7] Analysis of differentially expressed genes between rheumatoid arthritis and osteoarthritis based on the gene co-expression network
    Lu, Qing-You
    Han, Qing-Hui
    Li, Xia
    Li, Zeng-Chun
    Pan, Yu-Tao
    Liu, Lin
    Fu, Qing-Ge
    MOLECULAR MEDICINE REPORTS, 2014, 10 (01) : 119 - 124
  • [8] Integrative meta-analysis of differentially expressed genes in osteoarthritis using microarray technology
    Wang, Xi
    Ning, Yujie
    Guo, Xiong
    MOLECULAR MEDICINE REPORTS, 2015, 12 (03) : 3439 - 3445
  • [9] Identification of differentially expressed genes in synovial tissue of rheumatoid arthritis and osteoarthritis in patients
    Li, Wen Chao
    Bai, De Lei
    Xu, Yang
    Chen, Hui
    Ma, Rui
    Hou, Wen Bo
    Xu, Rui Jiang
    JOURNAL OF CELLULAR BIOCHEMISTRY, 2019, 120 (03) : 4533 - 4544
  • [10] Analysis of differentially expressed novel genes in activated rheumatoid arthritis monocytes.
    Martinez, L
    Stuhlmuller, B
    Hernandez, M
    Scholze, S
    Kinne, RW
    Burmester, GR
    ARTHRITIS AND RHEUMATISM, 2000, 43 (09): : S96 - S96