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基于单核RNA测序构建癫痫性认知障碍小鼠海马神经元图谱。

Single-nucleus RNA sequencing-based construction of a hippocampal neuron atlas in mice with epileptic cognitive impairment.

作者信息

Ma Jia-Qi, Wang Lu, Zhang Yue, Bian Yong-Qian, Qu Xiao-Peng, Song Li-Jia, Wang Chao, Gao Li, Fang Qi-Xing, Zhao De-Chang, Shen Liang-Liang, Liu Bei

机构信息

Department of Neurosurgery, Tangdu Hospital, Airforce Military Medical University, Xi'an, China.

College of Life Sciences, Northwest University, Xi'an, Shaanxi 710069, China.

出版信息

iScience. 2024 Sep 28;27(10):111065. doi: 10.1016/j.isci.2024.111065. eCollection 2024 Oct 18.

Abstract

The hippocampus plays a critical role in learning and memory, and mice with epileptic cognitive impairment exhibit hippocampal atrophy. However, there is still a lack of research on the hippocampal cell atlas related to these disorders. Here, we utilized snRNA-seq to characterize the transcriptomic changes in hippocampal neurons of drug-resistant epilepsy (DRE) cognitive-impaired mice. The intercellular heterogeneity of 20 subpopulations of neurons was analyzed, focusing on aspects such as cell communication, gene expressions, GO and KEGG enrichment analysis, and module gene set analysis. Based on the degree of relevance to synaptic biological functions, the subpopulations associated with cognitive impairment (ExN1, 3, 8 and InN1, 6) were preliminarily identified. We also identified some key biomarkers in DRE cognitive-impaired mice, such as Ptprz1 and Calb1. Finally, we integrate and validate our dataset using identified well-annotated marker genes in the hippocampal region, further supporting the functional annotation of neuronal subpopulations.

摘要

海马体在学习和记忆中起着关键作用,患有癫痫认知障碍的小鼠表现出海马体萎缩。然而,针对与这些疾病相关的海马体细胞图谱仍缺乏研究。在此,我们利用单细胞RNA测序(snRNA-seq)来描绘耐药性癫痫(DRE)认知障碍小鼠海马神经元的转录组变化。分析了20个神经元亚群的细胞间异质性,重点关注细胞通讯、基因表达、基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析以及模块基因集分析等方面。基于与突触生物学功能的相关程度,初步确定了与认知障碍相关的亚群(兴奋性神经元1、3、8和抑制性神经元1、6)。我们还在DRE认知障碍小鼠中鉴定出一些关键生物标志物,如蛋白酪氨酸磷酸酶受体Z1(Ptprz1)和钙结合蛋白1(Calb1)。最后,我们使用在海马区域已明确注释的标记基因对我们的数据集进行整合和验证,进一步支持神经元亚群的功能注释。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f019/11615225/dda315da34d7/fx1.jpg

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