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Integration of single-cell and bulk RNA sequencing data reveals key cell types and regulators in traumatic brain injury  期刊论文  

  • 编号:
    C78D1853CC0348FC55CCF0D9CCAC6C91
  • 作者:
    Zheng, Ruizhe[1] Xing, Jin[2] Huang, Qiong[3] Yang, Xitao[4] Zhao, Changyi[1] Li, Xinyuan[1]
  • 语种:
    英文
  • 期刊:
    MATHEMATICAL BIOSCIENCES AND ENGINEERING ISSN:1547-1063 2021 年 18 卷 2 期 (1201 - 1214)
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  • 关键词:
  • 摘要:

    Traumatic brain injury (TBI) is a leading cause of disability and mortality worldwide, whose symptoms ranging from mild to severe, even life-threatening. However, specific cell types and key regulators involved in traumatic brain injury have not been well elucidated. In this study, utilizing single-cell RNA-seq (scRNA-seq) data from mice with TBI, we have successfully identified and characterized 13 cell populations including astrocytes, oligodendrocyte, newly formed oligodendrocytes, microglia, two types of endothelial cells, five types of excitatory and two types of inhibitory neurons. Differential expression analysis and gene set enrichment analysis (GSEA) revealed the upregulation of microglia and endothelial markers, along with the downregulation of markers of excitatory neurons in TBI. The cell-cell communication analysis revealed that microglia and endothelial cell might interact through the interaction of Icam1-Il2rg and C1qa-Cd93, and microglia might also communicate with each other via Icam1-Itagm. The autocrine ligand-receptor in microglia might result in activation of TYROBP causal network via Icam1-Itgam. The cell-cell contact between microglia and endothelial cell might activate integrin signaling pathways. Moreover, we also found that genes involved in microglia activation were highly downregulated in Tyrobp/Dap12-deficien network in microglia might be a candidate therapeutic target in TBI. In contrast, the excitatory neurons were involved in maintaining normal brain function, and their inactivation might cause dysfunction of nervous system in TBI patients. In conclusion, the present study has discerned major cell types such as microglia, endothelial cells and excitatory neurons, and revealed key regulator such as TYROBP, C1QA, and CD93 in TBI, which shall improve our understanding of the pathogenesis of TBI.

  • 推荐引用方式
    GB/T 7714:
    Zheng Rui-zhe,Xing Jin,Huang Qiong, et al. Integration of single-cell and bulk RNA sequencing data reveals key cell types and regulators in traumatic brain injury [J].MATHEMATICAL BIOSCIENCES AND ENGINEERING,2021,18(2):1201-1214.
  • APA:
    Zheng Rui-zhe,Xing Jin,Huang Qiong,Yang Xi-tao,&Li Xin-yuan.(2021).Integration of single-cell and bulk RNA sequencing data reveals key cell types and regulators in traumatic brain injury .MATHEMATICAL BIOSCIENCES AND ENGINEERING,18(2):1201-1214.
  • MLA:
    Zheng Rui-zhe, et al. "Integration of single-cell and bulk RNA sequencing data reveals key cell types and regulators in traumatic brain injury" .MATHEMATICAL BIOSCIENCES AND ENGINEERING 18,2(2021):1201-1214.
  • 入库时间:
    2023/12/2 0:00:00
  • 更新时间:
    2023/12/2 0:00:00
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