Allen Institute for Brain Science, Seattle, WA, USA.
Howard Hughes Medical Institute, Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA, USA.
Nature. 2023 Dec;624(7991):317-332. doi: 10.1038/s41586-023-06812-z. Epub 2023 Dec 13.
The mammalian brain consists of millions to billions of cells that are organized into many cell types with specific spatial distribution patterns and structural and functional properties. Here we report a comprehensive and high-resolution transcriptomic and spatial cell-type atlas for the whole adult mouse brain. The cell-type atlas was created by combining a single-cell RNA-sequencing (scRNA-seq) dataset of around 7 million cells profiled (approximately 4.0 million cells passing quality control), and a spatial transcriptomic dataset of approximately 4.3 million cells using multiplexed error-robust fluorescence in situ hybridization (MERFISH). The atlas is hierarchically organized into 4 nested levels of classification: 34 classes, 338 subclasses, 1,201 supertypes and 5,322 clusters. We present an online platform, Allen Brain Cell Atlas, to visualize the mouse whole-brain cell-type atlas along with the single-cell RNA-sequencing and MERFISH datasets. We systematically analysed the neuronal and non-neuronal cell types across the brain and identified a high degree of correspondence between transcriptomic identity and spatial specificity for each cell type. The results reveal unique features of cell-type organization in different brain regions-in particular, a dichotomy between the dorsal and ventral parts of the brain. The dorsal part contains relatively fewer yet highly divergent neuronal types, whereas the ventral part contains more numerous neuronal types that are more closely related to each other. Our study also uncovered extraordinary diversity and heterogeneity in neurotransmitter and neuropeptide expression and co-expression patterns in different cell types. Finally, we found that transcription factors are major determinants of cell-type classification and identified a combinatorial transcription factor code that defines cell types across all parts of the brain. The whole mouse brain transcriptomic and spatial cell-type atlas establishes a benchmark reference atlas and a foundational resource for integrative investigations of cellular and circuit function, development and evolution of the mammalian brain.
哺乳动物的大脑由数百万到数十亿个细胞组成,这些细胞组织成具有特定空间分布模式、结构和功能特性的多种细胞类型。在这里,我们报告了一个全面的、高分辨率的哺乳动物全脑转录组和空间细胞类型图谱。该细胞图谱是通过整合大约 700 万个细胞的单细胞 RNA 测序 (scRNA-seq) 数据集(约 400 万个通过质量控制的细胞)和大约 430 万个使用多重纠错荧光原位杂交 (MERFISH) 的空间转录组数据集而创建的。该图谱按 4 个嵌套分类层次组织:34 个类别、338 个亚类、1201 个超类和 5322 个簇。我们展示了一个在线平台,即 Allen 大脑细胞图谱,用于可视化整个小鼠大脑细胞类型图谱以及单细胞 RNA-seq 和 MERFISH 数据集。我们系统地分析了整个大脑中的神经元和非神经元细胞类型,并确定了每个细胞类型的转录组特征和空间特异性之间存在高度对应关系。结果揭示了不同脑区细胞类型组织的独特特征——特别是大脑背侧和腹侧之间的二分法。背侧部分包含相对较少但高度分化的神经元类型,而腹侧部分包含更多彼此之间关系更密切的神经元类型。我们的研究还揭示了不同细胞类型中神经递质和神经肽表达和共表达模式的非凡多样性和异质性。最后,我们发现转录因子是细胞类型分类的主要决定因素,并确定了一个组合转录因子代码,该代码定义了整个大脑中所有细胞类型。整个小鼠大脑转录组和空间细胞类型图谱建立了一个基准参考图谱和一个基础资源,用于对哺乳动物大脑的细胞和电路功能、发育和进化进行综合研究。