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本文引用的文献

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The art of using t-SNE for single-cell transcriptomics.使用 t-SNE 进行单细胞转录组学分析的艺术。
Nat Commun. 2019 Nov 28;10(1):5416. doi: 10.1038/s41467-019-13056-x.
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Temporal patterning of apical progenitors and their daughter neurons in the developing neocortex.发育中的新皮层中顶侧祖细胞及其子神经元的时空模式。
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A Translaminar Genetic Logic for the Circuit Identity of Intracortically Projecting Neurons.跨层遗传逻辑用于皮层内投射神经元的回路同一性。
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Single-nucleus and single-cell transcriptomes compared in matched cortical cell types.单细胞和单核转录组在匹配的皮质细胞类型中比较。
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Dimensionality reduction for visualizing single-cell data using UMAP.使用UMAP进行单细胞数据可视化的降维方法。
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Shared and distinct transcriptomic cell types across neocortical areas.不同脑区共有的和独特的转录组细胞类型。
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The Epigenetic State of PRDM16-Regulated Enhancers in Radial Glia Controls Cortical Neuron Position.PRDM16 调控的增强子在放射状胶质细胞中的表观遗传状态控制着皮层神经元的位置。
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Single-cell profiling of the developing mouse brain and spinal cord with split-pool barcoding.单细胞分析发育中的鼠脑和脊髓的分裂池条形码技术。
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TBR2 antagonizes retinoic acid dependent neuronal differentiation by repressing Zfp423 during corticogenesis.在皮质发生过程中,TBR2通过抑制Zfp423来拮抗视黄酸依赖性神经元分化。
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转录因子表达定义了与单细胞 RNA-seq 亚型高度相似的发育投射神经元的亚类。

Transcription factor expression defines subclasses of developing projection neurons highly similar to single-cell RNA-seq subtypes.

机构信息

Center for Integrative Brain Research, Seattle Children's Research Institute, Seattle, WA 98101.

Department of Biology, Stanford University, Stanford, CA 94305.

出版信息

Proc Natl Acad Sci U S A. 2020 Oct 6;117(40):25074-25084. doi: 10.1073/pnas.2008013117. Epub 2020 Sep 18.

DOI:10.1073/pnas.2008013117
PMID:32948690
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7547209/
Abstract

We are only just beginning to catalog the vast diversity of cell types in the cerebral cortex. Such categorization is a first step toward understanding how diversification relates to function. All cortical projection neurons arise from a uniform pool of progenitor cells that lines the ventricles of the forebrain. It is still unclear how these progenitor cells generate the more than 50 unique types of mature cortical projection neurons defined by their distinct gene-expression profiles. Moreover, exactly how and when neurons diversify their function during development is unknown. Here we relate gene expression and chromatin accessibility of two subclasses of projection neurons with divergent morphological and functional features as they develop in the mouse brain between embryonic day 13 and postnatal day 5 in order to identify transcriptional networks that diversify neuron cell fate. We compare these gene-expression profiles with published profiles of single cells isolated from similar populations and establish that layer-defined cell classes encompass cell subtypes and developmental trajectories identified using single-cell sequencing. Given the depth of our sequencing, we identify groups of transcription factors with particularly dense subclass-specific regulation and subclass-enriched transcription factor binding motifs. We also describe transcription factor-adjacent long noncoding RNAs that define each subclass and validate the function of in balancing the ratio of the two subclasses in vitro. Our multidimensional approach supports an evolving model of progressive restriction of cell fate competence through inherited transcriptional identities.

摘要

我们才刚刚开始对大脑皮层中的大量细胞类型进行分类。这种分类是理解多样化与功能关系的第一步。所有皮质投射神经元都来自于一个均匀的祖细胞池,这些祖细胞排列在前脑的脑室周围。目前尚不清楚这些祖细胞如何产生 50 多种独特类型的成熟皮质投射神经元,这些神经元的特征是其独特的基因表达谱。此外,在发育过程中神经元如何以及何时使其功能多样化仍然未知。在这里,我们研究了两种具有不同形态和功能特征的投射神经元亚类在小鼠大脑中的发育情况,比较了它们的基因表达和染色质可及性,以确定使神经元细胞命运多样化的转录网络。我们将这些基因表达谱与从类似群体中分离的单细胞的已发表图谱进行比较,并确定层定义的细胞类群包含使用单细胞测序鉴定的细胞亚型和发育轨迹。考虑到我们测序的深度,我们确定了具有特别密集的亚类特异性调控和亚类丰富的转录因子结合基序的转录因子组。我们还描述了定义每个亚类的转录因子相邻长非编码 RNA,并验证了在体外平衡这两个亚类比例的功能。我们的多维方法支持通过遗传转录身份逐渐限制细胞命运能力的进化模型。