Identification of the Hub Genes Related to Nerve Injury-Induced Neuropathic Pain

被引:10
作者
Wang, Kai [1 ]
Yi, Duan [1 ]
Yu, Zhuoyin [2 ]
Zhu, Bin [1 ]
Li, Shuiqing [1 ]
Liu, Xiaoguang [3 ]
机构
[1] Peking Univ, Dept Pain Med Ctr, Hosp 3, Beijing, Peoples R China
[2] Peking Univ, Dept Anesthesiol, Hosp 3, Beijing, Peoples R China
[3] Peking Univ, Dept Orthoped, Hosp 3, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
neuropathic pain; nerve injury model; bioinformatics analysis; hub gene; functional association network; ACTIVATION; HYPERALGESIA; ASTROCYTES; MECHANISMS; EXPRESSION; INDUCTION; MICROGLIA; DIAGNOSIS; CHEMOKINE; SYSTEM;
D O I
10.3389/fnins.2020.00488
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background The reactivity enhancement of pain sensitive neurons in the nervous system is a feature of the pathogenesis for neuropathic pain (NP), yet the underlying mechanisms need to be fully understood. In this study, we made an attempt to clarify the NP-related hub genes and signaling pathways so as to provide effective diagnostic and therapeutic methods toward NP. Methods Microarray expression profile GSE30691 including the mRNA-seq data of the spared nerve injury (SNI)-induced NP rats was accessed from the GEO database. Then, genes associated with NP development were screened using differential analysis along with random walk with restart (RWR). GO annotation and KEGG pathway analyses were performed to explore the biological functions and signaling pathways where the genes were activated. Afterward, protein-protein interaction (PPI) analysis and GO analysis were conducted to further identify the hub genes which showed an intimate correlation with NP development. Results Totally 94 genes associated with NP development were screened by differential analysis and RWR analysis, and they were observed to be predominantly enriched in hormone secretion and transport, cAMP signaling pathway and other NP occurrence associated functions and pathways. Thereafter, the 94 genes were subjected to PPI analysis to find the genes much more associated with NP and a functional module composed of 48 genes were obtained. 8 hub genes including C3, C1qb, Ccl2, Cxcl13, Timp1, Fcgr2b, Gal, and Lyz2 were eventually identified after further association and functional enrichment analyses, and the expression of these 8 genes were all higher in SNI rats by comparison with those in Sham rats. Conclusion Based on the data collected from GEO database, this study discovered 8 hub genes that were closely related to NP occurrence and development, which help to provide potent theoretical basis for NP treatment.
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页数:7
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共 39 条
  • [1] Microarray data analysis: from disarray to consolidation and consensus
    Allison, DB
    Cui, XQ
    Page, GP
    Sabripour, M
    [J]. NATURE REVIEWS GENETICS, 2006, 7 (01) : 55 - 65
  • [2] TRANSLATIONAL NEUROPATHIC PAIN RESEARCH: A CLINICAL PERSPECTIVE
    Bouhassira, D.
    Attal, N.
    [J]. NEUROSCIENCE, 2016, 338 : 27 - 35
  • [3] Buckley DA, 2018, MOL NEUROBIOL, V55, P2420, DOI 10.1007/s12035-017-0492-8
  • [4] Regulation of gene expression in rats with spinal cord injury based on microarray data
    Chen, Guoqiang
    Fang, Xiutong
    Yu, Meng
    [J]. MOLECULAR MEDICINE REPORTS, 2015, 12 (02) : 2465 - 2472
  • [5] Neuropathic pain: mechanisms and their clinical implications
    Cohen, Steven P.
    Mao, Jianren
    [J]. BMJ-BRITISH MEDICAL JOURNAL, 2014, 348
  • [6] Prediction of lncRNA-disease associations by integrating diverse heterogeneous information sources with RWR algorithm and positive pointwise mutual information
    Fan, Xiao-Nan
    Zhang, Shao-Wu
    Zhang, Song-Yao
    Zhu, Kunju
    Lu, Songjian
    [J]. BMC BIOINFORMATICS, 2019, 20 (1)
  • [7] Neuropathic pain: an updated grading system for research and clinical practice
    Finnerup, Nanna B.
    Haroutounian, Simon
    Kamerman, Peter
    Baron, Ralf
    Bennett, David L. H.
    Bouhassira, Didier
    Cruccu, Giorgio
    Freeman, Roy
    Hansson, Per
    Nurmikko, Turo
    Raja, Srinivasa N.
    Rice, Andrew S. C.
    Serra, Jordi
    Smith, Blair H.
    Treede, Rolf-Detlef
    Jensen, Troels S.
    [J]. PAIN, 2016, 157 (08) : 1599 - 1606
  • [8] Bioinformatics Analysis Identifies p53 as a Candidate Prognostic Biomarker for Neuropathic Pain
    Gao, Yibo
    Sun, Na
    Wang, Lieju
    Wu, Ying
    Ma, Longfei
    Hong, Juncong
    Ren, Jinxuan
    Zhu, Bin
    Yu, Lina
    Yan, Min
    [J]. FRONTIERS IN GENETICS, 2018, 9
  • [9] Chronic constriction injury-induced nociception is relieved by nanomedicine-mediated decrease of rat hippocampal tumor necrosis factor
    Gerard, Elizabeth
    Spengler, Robert N.
    Bonoiu, Adela C.
    Mahajan, Supriya D.
    Davidson, Bruce A.
    Ding, Hong
    Kumar, Rajiv
    Prasad, Paras N.
    Knight, Paul R.
    Ignatowski, Tracey A.
    [J]. PAIN, 2015, 156 (07) : 1320 - 1333
  • [10] Neuropathic Pain: Principles of Diagnosis and Treatment
    Gilron, Ian
    Baron, Ralf
    Jensen, Troels
    [J]. MAYO CLINIC PROCEEDINGS, 2015, 90 (04) : 532 - 545