Collections / abc-merfish-c57bl6j-638850

abc-merfish-c57bl6j-638850

Datasets10
Size~216 MB
AssayVizgen MERSCOPE
Samplemouse · brain
KindPublication
10.1038/s41586-023-06812-z ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="abc-merfish-c57bl6j-638850")
coll.ordered_artifacts.df()                 # the 10 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]

# …or load each straight into memory as a SpatialData object:
sdatas = {a.key: sd.read_zarr(a.cache()) for a in coll.ordered_artifacts.all()}

A high-resolution transcriptomic and spatial atlas of cell types in the whole mouse brain.

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<sup>1-3</sup>. 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.

Open in Vitessce
Vizgen MERSCOPE
Mouse brain
C57BL6J-638850.05
mouse brain 24 MB 45,896 obs silver CC BY-NC 4.0
TechnologyVizgen MERSCOPE
Organismmouse
Tissuebrain
Size24 MB
Obs45,896
silver CC BY-NC 4.0 Open in Vitessce
Open in Vitessce
Vizgen MERSCOPE
Mouse brain
C57BL6J-638850.03
mouse brain 18 MB 30,533 obs silver CC BY-NC 4.0
TechnologyVizgen MERSCOPE
Organismmouse
Tissuebrain
Size18 MB
Obs30,533
silver CC BY-NC 4.0 Open in Vitessce
Open in Vitessce
Vizgen MERSCOPE
Mouse brain
C57BL6J-638850.02
mouse brain 13 MB 25,780 obs silver CC BY-NC 4.0
TechnologyVizgen MERSCOPE
Organismmouse
Tissuebrain
Size13 MB
Obs25,780
silver CC BY-NC 4.0 Open in Vitessce
Open in Vitessce
Vizgen MERSCOPE
Mouse brain
C57BL6J-638850.10
mouse brain 20 MB 42,070 obs silver CC BY-NC 4.0
TechnologyVizgen MERSCOPE
Organismmouse
Tissuebrain
Size20 MB
Obs42,070
silver CC BY-NC 4.0 Open in Vitessce
Open in Vitessce
Vizgen MERSCOPE
Mouse brain
C57BL6J-638850.01
mouse brain 13 MB 23,376 obs silver CC BY-NC 4.0
TechnologyVizgen MERSCOPE
Organismmouse
Tissuebrain
Size13 MB
Obs23,376
silver CC BY-NC 4.0 Open in Vitessce
Open in Vitessce
Vizgen MERSCOPE
Mouse brain
C57BL6J-638850.06
mouse brain 25 MB 46,512 obs silver CC BY-NC 4.0
TechnologyVizgen MERSCOPE
Organismmouse
Tissuebrain
Size25 MB
Obs46,512
silver CC BY-NC 4.0 Open in Vitessce
Open in Vitessce
Vizgen MERSCOPE
Mouse brain
C57BL6J-638850.04
mouse brain 24 MB 43,031 obs silver CC BY-NC 4.0
TechnologyVizgen MERSCOPE
Organismmouse
Tissuebrain
Size24 MB
Obs43,031
silver CC BY-NC 4.0 Open in Vitessce
Vizgen MERSCOPE
Mouse brain
C57BL6J-638850.08
mouse brain 24 MB 46,993 obs silver CC BY-NC 4.0
TechnologyVizgen MERSCOPE
Organismmouse
Tissuebrain
Size24 MB
Obs46,993
silver CC BY-NC 4.0
Open in Vitessce
Vizgen MERSCOPE
Mouse brain
C57BL6J-638850.11
mouse brain 23 MB 47,665 obs silver CC BY-NC 4.0
TechnologyVizgen MERSCOPE
Organismmouse
Tissuebrain
Size23 MB
Obs47,665
silver CC BY-NC 4.0 Open in Vitessce
Open in Vitessce
Vizgen MERSCOPE
Mouse brain
C57BL6J-638850.09
mouse brain 32 MB 69,210 obs silver CC BY-NC 4.0
TechnologyVizgen MERSCOPE
Organismmouse
Tissuebrain
Size32 MB
Obs69,210
silver CC BY-NC 4.0 Open in Vitessce

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