Analysis of the potential pathways and target genes in spinal cord injury using bioinformatics methods

被引:2
作者
Peng, Dayong [1 ]
Chen, Meng [1 ]
Zuo, Guilai [2 ]
Shan, Shiying [1 ]
Gao, Chunzheng [3 ]
Zhao, Gang [2 ]
机构
[1] Shandong Univ, Shandong Qianfoshan Hosp, Dept Orthoped, 16766 Jing Shi Rd, Jinan 250014, Shandong, Peoples R China
[2] Shandong Univ, Shandong Qianfoshan Hosp, Dept Emergency Surg, 16766 Jing Shi Rd, Jinan 250014, Shandong, Peoples R China
[3] Shandong Univ, Hosp 2, Dept Orthoped, 247 Beiyuan Rd, Jinan 250033, Shandong, Peoples R China
关键词
Spinal cord injury; Differentially expressed genes; Regulatory network; Transcriptional regulatory elements; PROTEIN-INTERACTION NETWORKS; APOPTOTIC CELL-DEATH; FUNCTIONAL RECOVERY; CYTOSCAPE PLUGIN; MESSENGER-RNA; UP-REGULATION; EXPRESSION; INFLAMMATION; ACTIVATION; MECHANISMS;
D O I
10.1007/s13258-016-0385-7
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
Spinal cord injury (SCI) remains to be the most devastating type of trauma for patients because of long lasting disability and limited response to the acute drug administration and efforts at rehabilitation. With the purpose to identify potential targets for SCI treatment and to gain more insights into the mechanisms of SCI, the microarray data of GSE2270, including 119 raphe magnus (RM) samples and 125 sensorimotor cortex (SMTC) samples, was downloaded from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) were screened in RM group and SMTC group compared with their corresponding controls, respectively. A protein-protein interaction (PPI) network was constructed based on the common DEGs identified in both RM group and SMTC group. Gene ontology (GO) and pathway enrichment analyses of the overlapping DEGs were performed. Furthermore, the common DEGs enriched in each pathway were analyzed to identify significant regulatory elements. Totally, 173 overlapping DEGs (130 up-regulated and 43 down-regulated) were identified in both RM and SMTC samples. These overlapping DEGs were enriched in different GO terms. Pathway enrichment analysis revealed that DEGs were mainly related to inflammation and immunity. CD68 molecule (CD68) was a hub protein in the PPI network. Moreover, the regulatory network showed that ras-related C3 botulinum toxin substrate 2 (RAC2), CD44 molecule (CD44), and actin related protein 2/3 complex (ARPC1B) were hub genes. RAC2, CD44, and ARPC1B may be significantly involved in the pathogenesis of SCI by participating significant pathways such as extracellular matrix-receptor signaling pathway and Toll-like receptor signaling pathway.
引用
收藏
页码:619 / 628
页数:10
相关论文
共 57 条
  • [1] A global perspective on spinal cord injury epidemiology
    Ackery, A
    Tator, C
    Krassioukov, A
    [J]. JOURNAL OF NEUROTRAUMA, 2004, 21 (10) : 1355 - 1370
  • [2] Fragments of extracellular matrix as mediators of inflammation
    Adair-Kirk, Tracy L.
    Senior, Robert M.
    [J]. INTERNATIONAL JOURNAL OF BIOCHEMISTRY & CELL BIOLOGY, 2008, 40 (6-7) : 1101 - 1110
  • [3] Oligodendrocyte Fate after Spinal Cord Injury
    Almad, Akshata
    Sahinkaya, F. Rezan
    McTigue, Dana M.
    [J]. NEUROTHERAPEUTICS, 2011, 8 (02) : 262 - 273
  • [4] Neuroanatomical substrates of functional recovery after experimental spinal cord injury: Implications of basic science research for human spinal cord injury
    Basso, DM
    [J]. PHYSICAL THERAPY, 2000, 80 (08): : 808 - 817
  • [5] MULTIPLE SIGNIFICANCE TESTS - THE BONFERRONI METHOD .10.
    BLAND, JM
    ALTMAN, DG
    [J]. BRITISH MEDICAL JOURNAL, 1995, 310 (6973) : 170 - 170
  • [6] Microglial Contribution to Secondary Injury Evaluated in a Large Animal Model of Human Spinal Cord Trauma
    Boekhoff, Theda Marie Anne
    Ensinger, Eva-Maria
    Carlson, Regina
    Bock, Patricia
    Baumgaertner, Wolfgang
    Rohn, Karl
    Tipold, Andrea
    Stein, Veronika Maria
    [J]. JOURNAL OF NEUROTRAUMA, 2012, 29 (05) : 1000 - +
  • [7] Pathogen-Derived Effectors Trigger Protective Immunity via Activation of the Rac2 Enzyme and the IMD or Rip Kinase Signaling Pathway
    Boyer, Laurent
    Magoc, Lorin
    Dejardin, Stephanie
    Cappillino, Michael
    Paquette, Nicholas
    Hinault, Charlotte
    Charriere, Guillaume M.
    Ip, W. K. Eddie
    Fracchia, Shannon
    Hennessy, Elizabeth
    Erturk-Hasdemir, Deniz
    Reichhart, Jean-Marc
    Silverman, Neal
    Lacy-Hulbert, Adam
    Stuart, Lynda M.
    [J]. IMMUNITY, 2011, 35 (04) : 536 - 549
  • [8] Life satisfaction in individuals with a spinal cord injury and pain
    Budh, Cecilia Norrbrink
    Oesteraker, Anna-Lena
    [J]. CLINICAL REHABILITATION, 2007, 21 (01) : 89 - 96
  • [9] Matrix metalloproteinases and their inhibitors in human traumatic spinal cord injury
    Buss, Armin
    Pech, Katrin
    Kakulas, Byron A.
    Martin, Didier
    Schoenen, Jean
    Noth, Johannes
    Brook, Gary A.
    [J]. BMC NEUROLOGY, 2007, 7 (1)
  • [10] Cell cycle activation contributes to post-mitotic cell death and secondary damage after spinal cord injury
    Byrnes, Kimberly R.
    Stoica, Bogdan A.
    Fricke, Stanley
    Di Giovanni, Simone
    Faden, Alan I.
    [J]. BRAIN, 2007, 130 : 2977 - 2992