Connectivity of single neurons classifies cell subtypes in mouse brains.

IF 36.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS
Nature Methods Pub Date : 2025-04-01 Epub Date: 2025-03-21 DOI:10.1038/s41592-025-02621-6
Lijuan Liu, Zhixi Yun, Linus Manubens-Gil, Hanbo Chen, Feng Xiong, Hongwei Dong, Hongkui Zeng, Michael Hawrylycz, Giorgio A Ascoli, Hanchuan Peng
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引用次数: 0

Abstract

Classification of single neurons at a brain-wide scale is a way to characterize the structural and functional organization of brains. Here we acquired and standardized a large morphology database of 20,158 mouse neurons and generated a potential connectivity map of single neurons based on their dendritic and axonal arbors. With such an anatomy-morphology-connectivity mapping, we defined neuron connectivity subtypes for neurons in 31 brain regions. We found that cell types defined by connectivity show distinct separation from each other. Within this context, we were able to characterize the diversity in secondary motor cortical neurons, and subtype connectivity patterns in thalamocortical pathways. Our findings underscore the importance of connectivity in characterizing the modularity of brain anatomy at the single-cell level. These results highlight that connectivity subtypes supplement conventionally recognized transcriptomic cell types, electrophysiological cell types and morphological cell types as factors to classify cell classes and their identities.

小鼠大脑中单个神经元的连通性对细胞亚型进行了分类。
在全脑范围内对单个神经元进行分类是表征大脑结构和功能组织的一种方法。在这里,我们获得并标准化了20,158个小鼠神经元的大型形态学数据库,并基于它们的树突和轴突树干生成了单个神经元的潜在连接图。通过这种解剖-形态-连接映射,我们定义了31个大脑区域神经元的神经元连接亚型。我们发现由连通性定义的细胞类型彼此之间表现出明显的分离。在这种情况下,我们能够表征次级运动皮质神经元的多样性,以及丘脑皮质通路的亚型连接模式。我们的研究结果强调了连接在单细胞水平上表征大脑解剖学模块性的重要性。这些结果表明,连接亚型补充了传统上公认的转录组细胞类型、电生理细胞类型和形态细胞类型,作为分类细胞类别及其身份的因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Nature Methods
Nature Methods 生物-生化研究方法
CiteScore
58.70
自引率
1.70%
发文量
326
审稿时长
1 months
期刊介绍: Nature Methods is a monthly journal that focuses on publishing innovative methods and substantial enhancements to fundamental life sciences research techniques. Geared towards a diverse, interdisciplinary readership of researchers in academia and industry engaged in laboratory work, the journal offers new tools for research and emphasizes the immediate practical significance of the featured work. It publishes primary research papers and reviews recent technical and methodological advancements, with a particular interest in primary methods papers relevant to the biological and biomedical sciences. This includes methods rooted in chemistry with practical applications for studying biological problems.
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