Liu Xiang-Yun, Guo Jian-Wei, Kou Jian-Qiang, Sun Yuan-Liang, Zheng Xiu-Jun
Department of Spinal Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266003, Shandong Province, China.
World J Clin Cases. 2020 Mar 6;8(5):854-863. doi: 10.12998/wjcc.v8.i5.854.
Spinal cord injury (SCI) is a destructive disease that incurs huge personal and social costs, and there is no effective treatment. Although the pathogenesis and treatment mechanism of SCI has always been a strong scientific focus, the pathogenesis of SCI is still under investigation.
To determine the key genes based on the modularization of in-depth analysis, in order to identify the repair mechanism of astrocytes and non-astrocytes in SCI.
Firstly, the differences between injured and non-injured spinal cord of astrocyte (HA), injured and non-injured spinal cord of non-astrocyte (FLOW), injured spinal cord of non-injured astrocyte (HA) and non-injured spinal cord of non-astrocyte (FLOW), and non-injured spinal cord of astrocyte (HA) and non-astrocyte (FLOW) were analyzed. The total number of differentially expressed genes was obtained by merging the four groups of differential results. Secondly, the genes were co-expressed and clustered. Then, the enrichment of GO function and KEGG pathway of module genes was analyzed. Finally, non-coding RNA, transcription factors and drugs that regulate module genes were predicted using hypergeometric tests.
In summary, we obtained 19 expression modules involving 5216 differentially expressed genes. Among them, miR-494, XIST and other genes were differentially expressed in SCI patients, and played an active regulatory role in dysfunction module, and these genes were recognized as the driving genes of SCI. Enrichment results showed that module genes were significantly involved in the biological processes of inflammation, oxidation and apoptosis. Signal pathways such as NF-kappa B/A20, AMPK and MAPK were significantly regulated. In addition, non-coding RNA pivot (including miR-136-5p and let-7d-5p, .) and transcription factor pivot (including NFKB1, MYC, .) were identified as significant regulatory dysfunction modules.
Overall, this study uncovered a co-expression network of key genes involved in astrocyte and non-astrocyte regulation in SCI. These findings helped to reveal the core dysfunction modules, potential regulatory factors and driving genes of the disease, and to improve our understanding of its pathogenesis.
脊髓损伤(SCI)是一种具有巨大个人和社会成本的破坏性疾病,且尚无有效治疗方法。尽管SCI的发病机制和治疗机制一直是科学研究的重点,但SCI的发病机制仍在研究中。
基于深入分析的模块化确定关键基因,以识别SCI中星形胶质细胞和非星形胶质细胞的修复机制。
首先,分析星形胶质细胞损伤与未损伤脊髓(HA)、非星形胶质细胞损伤与未损伤脊髓(FLOW)、未损伤星形胶质细胞的损伤脊髓(HA)与未损伤非星形胶质细胞的脊髓(FLOW)以及未损伤星形胶质细胞(HA)与未损伤非星形胶质细胞(FLOW)之间的差异。通过合并四组差异结果获得差异表达基因的总数。其次,对基因进行共表达和聚类。然后,分析模块基因的GO功能和KEGG通路富集情况。最后,使用超几何检验预测调控模块基因的非编码RNA、转录因子和药物。
总之,我们获得了19个表达模块,涉及5216个差异表达基因。其中,miR-494、XIST等基因在SCI患者中差异表达,并在功能障碍模块中发挥积极调控作用,这些基因被认为是SCI的驱动基因。富集结果表明,模块基因显著参与炎症、氧化和凋亡的生物学过程。NF-κB/A20、AMPK和MAPK等信号通路受到显著调控。此外,非编码RNA枢纽(包括miR-136-5p和let-7d-5p等)和转录因子枢纽(包括NFKB1、MYC等)被确定为显著调控功能障碍模块。
总体而言,本研究揭示了SCI中涉及星形胶质细胞和非星形胶质细胞调控的关键基因共表达网络。这些发现有助于揭示该疾病的核心功能障碍模块、潜在调控因子和驱动基因,并增进我们对其发病机制的理解。