Zhao Yijin, Xiao Chongwu, Chen Hui, Zhu Rui, Zhang Meimei, Liu Haining, Zhang Xiaofeng, Zeng Qing, Huang Guozhi
Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, 510280 Guangzhou, Guangdong, China.
School of Rehabilitation Sciences, Southern Medical University, 528305 Foshan, Guangdong, China.
J Integr Neurosci. 2023 Aug 22;22(5):128. doi: 10.31083/j.jin2205128.
Ischemic stroke, the most common stroke type, has threatened human life and health. Currently, intravenous thrombolysis and endovascular thrombectomy are the mainstream treatment methods, but they may cause cerebral ischemia-reperfusion injury (CIRI), which aggravates brain injury. Consequently, it is worthwhile to start with a study of CIRI mechanism to identify better prevention and treatment methods. Applying single-cell RNA sequencing (scRNA-seq) technology to further understand the biological functions of various cell types in CIRI will facilitate the intervention of CIRI.
This study aimed to establish a rat middle cerebral artery occlusion (MCAO) model to simulate cerebral ischemia-reperfusion, perform enzymatic hydrolysis, and suspend cerebral cortex tissue edema. Single-cell transcriptome sequencing was used, combined with cluster analysis, t-distributed stochastic neighbor embedding (t-SNE) visualization, and other bioinformatics methods to distinguish cell subgroups while using gene ontology (GO) function enrichment and Kyoto encyclopedia of genes and genomes (KEGG) pathway enrichment to reveal the biological function of each cell subgroup.
We identified 21 brain clusters with cell type-specific gene expression patterns and cell subpopulations, as well as 42 marker genes representing different cell subpopulations. The number of cells in clusters 0-3 increased significantly in MCAO group compared to that in the sham group, and nine-cell subpopulations exhibited remarkable differences in the number of genes. Subsequently, GO and KEGG analyses were performed on the top 40 differentially expressed genes (DEGs) in the six cell subpopulations with significant differences. These results indicate that biological processes and signaling pathways are involved in different cell subpopulations.
ScRNA-seq revealed the diversity of cell differentiation and the unique information of cell subpopulations in the cortex of rats with acute ischemic stroke, providing novel insight into the pathological process and drug discovery in stroke.
缺血性中风是最常见的中风类型,威胁着人类的生命健康。目前,静脉溶栓和血管内取栓是主流治疗方法,但它们可能会导致脑缺血再灌注损伤(CIRI),从而加重脑损伤。因此,从研究CIRI机制入手以确定更好的防治方法是值得的。应用单细胞RNA测序(scRNA-seq)技术进一步了解CIRI中各种细胞类型的生物学功能将有助于对CIRI的干预。
本研究旨在建立大鼠大脑中动脉闭塞(MCAO)模型以模拟脑缺血再灌注,进行酶解,并悬浮大脑皮质组织水肿。采用单细胞转录组测序,结合聚类分析、t分布随机邻域嵌入(t-SNE)可视化等生物信息学方法区分细胞亚群,同时利用基因本体(GO)功能富集和京都基因与基因组百科全书(KEGG)通路富集来揭示每个细胞亚群的生物学功能。
我们鉴定出21个具有细胞类型特异性基因表达模式和细胞亚群的脑簇,以及42个代表不同细胞亚群的标记基因。与假手术组相比,MCAO组中0-3簇的细胞数量显著增加,九个细胞亚群在基因数量上表现出显著差异。随后,对六个有显著差异的细胞亚群中前40个差异表达基因(DEG)进行了GO和KEGG分析。这些结果表明不同细胞亚群参与了生物学过程和信号通路。
ScRNA-seq揭示了急性缺血性中风大鼠皮质中细胞分化的多样性和细胞亚群的独特信息,为中风的病理过程和药物发现提供了新的见解。