脊髓损伤后肌肉萎缩组织中差异表达基因的生物信息学分析

Bioinformatic analysis of differentially expressed genes in muscle atrophy tissues after spinal cord injury

  • 摘要:
      目的  通过生物信息学方法分析脊髓损伤后肌肉萎缩患者肌肉组织的差异表达基因,筛选出与该病相关基因。
      方法  选取基因表达数据库(GEO)中GSE21497芯片,通过R语言软件筛选出差异基因。将筛选出的差异表达基因进行GO、KEGG分析,构建蛋白质互作用网络。使用分子复合物检测算法(MCODE)筛选相互作用紧密的显著差异表达基因。
      结果  筛选得出294个差异表达基因,其中8个上调表达基因,286个下调表达基因。GO富集分析中,差异基因主要存在于肌质、肌膜、肌球蛋白复合物等结构,主要涉及肌肉构成和β-连环蛋白、热休克蛋白等物质的结合,主要参与肌肉系统发育、调控细胞分化与凋亡、突触修剪等过程。通过蛋白质互相作用网络(PPI Network)筛选出18个可能与脊髓损伤后肌肉萎缩发生发展紧密相关的差异表达基因,包括TNNI1、GYS1、C1QA等。
      结论  本研究筛选出的差异表达基因可为深入探索脊髓损伤后肌肉萎缩的机制及治疗提供新的思路。

     

    Abstract:
      Objective  To analyze the differentially expressed genes in muscular tissue of patients with muscle atrophy after spinal cord injury by bioinformatic analysis, and the genes related to the disease were screened out.
      Methods  The GSE21497 chip from Gene Expression Omnibus (GEO) was selected and the differential genes were screened by R language software. The screened differentially expressed genes were analyzed by GO and KEGG, and the protein interaction network was constructed. Molecular Complex Detection Algorithm (MCODE) was used to screen for significantly differentially expressed genes with close interactions.
      Results  A total of 294 differentially expressed genes were screened, including 8 up-regulated genes and 286 down-regulated genes. In GO enrichment analysis, differential genes mainly existed in the structure of myosin complex, myosin complex and myosin complex, involved the binding of muscle composition and combination of β-catenin, heat shock protein and other substances, and mainly involved in muscle phylogeny, regulation of cell differentiation and apoptosis, synaptic pruning and other processes. Totally 18 differentially expressed genes that might be closely related to the occurrence and development of muscle atrophy after spinal cord injury were screened through the Protein Protein Interaction Network (PPI Network), including TNNI1, GYS1, C1QA and so on.
      Conclusion  The differentially expressed genes screened in this study can provide a new way to further explore the mechanism and treatment of muscle atrophy after spinal cord injury.

     

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