Lieber Institute for Brain Development, Johns Hopkins Medical Campus, Baltimore, Maryland, USA.
Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Hippocampus. 2023 Sep;33(9):1009-1027. doi: 10.1002/hipo.23548. Epub 2023 May 24.
Activity-regulated gene (ARG) expression patterns in the hippocampus (HPC) regulate synaptic plasticity, learning, and memory, and are linked to both risk and treatment responses for many neuropsychiatric disorders. The HPC contains discrete classes of neurons with specialized functions, but cell type-specific activity-regulated transcriptional programs are not well characterized. Here, we used single-nucleus RNA-sequencing (snRNA-seq) in a mouse model of acute electroconvulsive seizures (ECS) to identify cell type-specific molecular signatures associated with induced activity in HPC neurons. We used unsupervised clustering and a priori marker genes to computationally annotate 15,990 high-quality HPC neuronal nuclei from N = 4 mice across all major HPC subregions and neuron types. Activity-induced transcriptomic responses were divergent across neuron populations, with dentate granule cells being particularly responsive to activity. Differential expression analysis identified both upregulated and downregulated cell type-specific gene sets in neurons following ECS. Within these gene sets, we identified enrichment of pathways associated with varying biological processes such as synapse organization, cellular signaling, and transcriptional regulation. Finally, we used matrix factorization to reveal continuous gene expression patterns differentially associated with cell type, ECS, and biological processes. This work provides a rich resource for interrogating activity-regulated transcriptional responses in HPC neurons at single-nuclei resolution in the context of ECS, which can provide biological insight into the roles of defined neuronal subtypes in HPC function.
活性调节基因 (ARG) 在海马体 (HPC) 中的表达模式调节突触可塑性、学习和记忆,与许多神经精神疾病的风险和治疗反应都有关联。HPC 包含具有特定功能的离散神经元类群,但细胞类型特异性的活性调节转录程序尚未得到很好的描述。在这里,我们使用急性电惊厥 (ECS) 小鼠模型中的单细胞 RNA 测序 (snRNA-seq),鉴定与 HPC 神经元诱导活动相关的细胞类型特异性分子特征。我们使用无监督聚类和先验标记基因,对来自 4 只小鼠的所有主要 HPC 亚区和神经元类型的 15990 个高质量 HPC 神经元核进行了计算注释。活性诱导的转录组反应在神经元群体中存在差异,齿状回颗粒细胞对活性的反应特别强烈。差异表达分析确定了 ECS 后神经元中上调和下调的细胞类型特异性基因集。在这些基因集中,我们鉴定了与不同生物学过程相关的途径的富集,例如突触组织、细胞信号和转录调节。最后,我们使用矩阵分解揭示了与细胞类型、ECS 和生物学过程相关的连续基因表达模式。这项工作为在 ECS 背景下以单细胞分辨率研究 HPC 神经元中的活性调节转录反应提供了丰富的资源,这可以为特定神经元亚型在 HPC 功能中的作用提供生物学见解。