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纵向单细胞 RNA 测序分析在小鼠和人类中为优化快速的小鼠星形胶质细胞分化方案提供了信息。

Longitudinal scRNA-seq analysis in mouse and human informs optimization of rapid mouse astrocyte differentiation protocols.

机构信息

Neuroscience Institute, NYU Grossman School of Medicine, New York City, NY, USA.

The New York Stem Cell Foundation Research Institute, New York City, NY, USA.

出版信息

Nat Neurosci. 2023 Oct;26(10):1726-1738. doi: 10.1038/s41593-023-01424-2. Epub 2023 Sep 11.

Abstract

Macroglia (astrocytes and oligodendrocytes) are required for normal development and function of the central nervous system, yet many questions remain about their emergence during the development of the brain and spinal cord. Here we used single-cell/single-nucleus RNA sequencing (scRNA-seq/snRNA-seq) to analyze over 298,000 cells and nuclei during macroglia differentiation from mouse embryonic and human-induced pluripotent stem cells. We computationally identify candidate genes involved in the fate specification of glia in both species and report heterogeneous expression of astrocyte surface markers across differentiating cells. We then used our transcriptomic data to optimize a previous mouse astrocyte differentiation protocol, decreasing the overall protocol length and complexity. Finally, we used multi-omic, dual single-nuclei (sn)RNA-seq/snATAC-seq analysis to uncover potential genomic regulatory sites mediating glial differentiation. These datasets will enable future optimization of glial differentiation protocols and provide insight into human glial differentiation.

摘要

大胶质细胞(星形胶质细胞和少突胶质细胞)对于中枢神经系统的正常发育和功能至关重要,但关于它们在大脑和脊髓发育过程中的出现,仍有许多问题尚未解决。在这里,我们使用单细胞/单核 RNA 测序(scRNA-seq/snRNA-seq)技术,分析了来自小鼠胚胎和成体诱导多能干细胞的超过 298000 个细胞和核在大胶质细胞分化过程中的转录组变化。我们通过计算方法鉴定了这两个物种中涉及胶质细胞命运特化的候选基因,并报告了在分化细胞中星形胶质细胞表面标志物的异质性表达。然后,我们使用转录组数据优化了之前的小鼠星形胶质细胞分化方案,减少了整体方案的长度和复杂性。最后,我们使用多组学、双单细胞(sn)RNA-seq/snATAC-seq 分析揭示了潜在的调控胶质细胞分化的基因组调控位点。这些数据集将有助于未来优化胶质细胞分化方案,并深入了解人类胶质细胞分化。

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