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通过 scRNA-seq 同时确定脑细胞类型和谱系揭示了刻板的皮质发育。

Simultaneous brain cell type and lineage determined by scRNA-seq reveals stereotyped cortical development.

机构信息

Allen Discovery Center for Lineage Tracing and Department of Laboratory Medicine & Pathology, University of Washington, Seattle, WA 98109, USA.

Institute of Science and Technology Austria, Am Campus 1, 3400 Klosterneuburg, Austria.

出版信息

Cell Syst. 2022 Jun 15;13(6):438-453.e5. doi: 10.1016/j.cels.2022.03.006. Epub 2022 Apr 21.

DOI:10.1016/j.cels.2022.03.006
PMID:35452605
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9233029/
Abstract

Mutations are acquired frequently, such that each cell's genome inscribes its history of cell divisions. Common genomic alterations involve loss of heterozygosity (LOH). LOH accumulates throughout the genome, offering large encoding capacity for inferring cell lineage. Using only single-cell RNA sequencing (scRNA-seq) of mouse brain cells, we found that LOH events spanning multiple genes are revealed as tracts of monoallelically expressed, constitutionally heterozygous single-nucleotide variants (SNVs). We simultaneously inferred cell lineage and marked developmental time points based on X chromosome inactivation and the total number of LOH events while identifying cell types from gene expression patterns. Our results are consistent with progenitor cells giving rise to multiple cortical cell types through stereotyped expansion and distinct waves of neurogenesis. This type of retrospective analysis could be incorporated into scRNA-seq pipelines and, compared with experimental approaches for determining lineage in model organisms, is applicable where genetic engineering is prohibited, such as humans.

摘要

突变经常发生,以至于每个细胞的基因组都记录了其细胞分裂的历史。常见的基因组改变涉及杂合性丢失(LOH)。LOH 在整个基因组中积累,为推断细胞谱系提供了巨大的编码能力。仅使用小鼠脑细胞的单细胞 RNA 测序(scRNA-seq),我们发现跨越多个基因的 LOH 事件表现为单等位基因表达的、组成性杂合的单核苷酸变异(SNV)的片段。我们同时根据 X 染色体失活和 LOH 事件的总数来推断细胞谱系和标记发育时间点,同时根据基因表达模式识别细胞类型。我们的结果与祖细胞通过刻板的扩张和不同的神经发生波产生多个皮质细胞类型的结果一致。这种回溯性分析可以纳入 scRNA-seq 管道,与用于确定模型生物谱系的实验方法相比,它适用于遗传工程被禁止的情况,如人类。

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