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单细胞水平的共表达富集分析揭示了神经发育障碍中神经祖细胞及其细胞类型转变的收敛缺陷。

Coexpression enrichment analysis at the single-cell level reveals convergent defects in neural progenitor cells and their cell-type transitions in neurodevelopmental disorders.

机构信息

Department of Pediatrics-Neurology, Baylor College of Medicine, Houston, Texas 77030, USA.

Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, Texas 77030, USA.

出版信息

Genome Res. 2020 Jun;30(6):835-848. doi: 10.1101/gr.254987.119. Epub 2020 Jun 18.

Abstract

A large number of genes have been implicated in neurodevelopmental disorders (NDDs), but their contributions to NDD pathology are difficult to decipher without understanding their diverse roles in different brain cell types. Here, we integrated NDD genetics with single-cell RNA sequencing data to assess coexpression enrichment patterns of various NDD gene sets. We identified midfetal cortical neural progenitor cell development-more specifically, the ventricular radial glia-to-intermediate progenitor cell transition at gestational week 10-as a key point of convergence in autism spectrum disorder (ASD) and epilepsy. Integrated Gene Ontology-based analysis further revealed that ASD genes activate neural differentiation and inhibit cell cycle during the transition, whereas epilepsy genes function as downstream effectors in the same processes, offering one possible explanation for the high comorbidity rate of the two disorders. This approach provides a framework for investigating the cell-type-specific pathophysiology of NDDs.

摘要

大量基因已被牵连到神经发育障碍(NDD)中,但如果不了解它们在不同脑细胞类型中的多种作用,就很难解释它们对 NDD 病理的贡献。在这里,我们将 NDD 遗传学与单细胞 RNA 测序数据相结合,以评估各种 NDD 基因集的共表达富集模式。我们发现,中胚层皮质神经祖细胞发育——更具体地说,在妊娠第 10 周时的脑室放射状胶质细胞到中间祖细胞的过渡——是自闭症谱系障碍(ASD)和癫痫的一个关键的汇聚点。基于集成基因本体论的分析进一步表明,ASD 基因在过渡过程中激活神经分化并抑制细胞周期,而癫痫基因则作为相同过程的下游效应物发挥作用,为这两种疾病的高共病率提供了一种可能的解释。这种方法为研究 NDD 的细胞类型特异性病理生理学提供了一个框架。

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