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单细胞 RNA 测序揭示神经元细胞类型特异性可变剪接的复杂性和分级调控。

Complexity and graded regulation of neuronal cell-type-specific alternative splicing revealed by single-cell RNA sequencing.

机构信息

Department of Systems Biology, Columbia University, New York, NY 10032.

Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032.

出版信息

Proc Natl Acad Sci U S A. 2021 Mar 9;118(10). doi: 10.1073/pnas.2013056118.

Abstract

The enormous cellular diversity in the mammalian brain, which is highly prototypical and organized in a hierarchical manner, is dictated by cell-type-specific gene-regulatory programs at the molecular level. Although prevalent in the brain, the contribution of alternative splicing (AS) to the molecular diversity across neuronal cell types is just starting to emerge. Here, we systematically investigated AS regulation across over 100 transcriptomically defined neuronal types of the adult mouse cortex using deep single-cell RNA-sequencing data. We found distinct splicing programs between glutamatergic and GABAergic neurons and between subclasses within each neuronal class. These programs consist of overlapping sets of alternative exons showing differential splicing at multiple hierarchical levels. Using an integrative approach, our analysis suggests that RNA-binding proteins (RBPs) Celf1/2, Mbnl2, and Khdrbs3 are preferentially expressed and more active in glutamatergic neurons, while Elavl2 and Qk are preferentially expressed and more active in GABAergic neurons. Importantly, these and additional RBPs also contribute to differential splicing between neuronal subclasses at multiple hierarchical levels, and some RBPs contribute to splicing dynamics that do not conform to the hierarchical structure defined by the transcriptional profiles. Thus, our results suggest graded regulation of AS across neuronal cell types, which may provide a molecular mechanism to specify neuronal identity and function that are orthogonal to established classifications based on transcriptional regulation.

摘要

哺乳动物大脑中的细胞多样性巨大,其高度典型且呈层次结构组织,这是由分子水平上的细胞类型特异性基因调控程序决定的。虽然在大脑中普遍存在,但剪接(AS)对神经元细胞类型之间分子多样性的贡献才刚刚开始显现。在这里,我们使用深度单细胞 RNA-seq 数据系统地研究了成年小鼠皮层超过 100 种转录定义的神经元类型中的 AS 调控。我们发现谷氨酸能神经元和 GABA 能神经元之间以及每个神经元类别的子类之间存在不同的剪接程序。这些程序由重叠的可变外显子集组成,在多个层次上显示出不同的剪接。通过综合分析,我们的分析表明 RNA 结合蛋白 (RBP) Celf1/2、Mbnl2 和 Khdrbs3 在谷氨酸能神经元中优先表达和更活跃,而 Elavl2 和 Qk 在 GABA 能神经元中优先表达和更活跃。重要的是,这些和其他 RBP 还在多个层次上对神经元子类之间的差异剪接作出贡献,并且一些 RBP 有助于不符合转录谱定义的层次结构的剪接动力学。因此,我们的结果表明 AS 在神经元细胞类型中呈梯度调节,这可能为指定神经元身份和功能提供了一种分子机制,这种机制与基于转录调控的既定分类是正交的。

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