Collections / Clonal relations in the mouse brain revealed by single-cell and spatial transcriptomics

Clonal relations in the mouse brain revealed by single-cell and spatial transcriptomics

The mammalian brain contains many specialized cells that develop from a thin sheet of neuroepithelial progenitor cells. Single-cell transcriptomics revealed hundreds of molecularly diverse cell types in the nervous system, but the lineage relationships between mature cell types and progenitor cells are not well understood. Here we show in vivo barcoding of early progenitors to simultaneously profile cell phenotypes and clonal relations in the mouse brain using single-cell and spatial transcriptomics. By reconstructing thousands of clones, we discovered fate-restricted progenitor cells in the mouse hippocampal neuroepithelium and show that microglia are derived from few primitive myeloid precursors that massively expand to generate widely dispersed progeny. We combined spatial transcriptomics with clonal barcoding and disentangled migration patterns of clonally related cells in densely labelled tissue sections. Our approach enables high-throughput dense reconstruction of cell phenotypes and clonal relations at the single-cell and tissue level in individual animals and provides an integrated approach for understanding tissue architecture.

Datasets8
Size~270 MB
AssayVisium
Samplemouse · brain
KindOther
PMID:35210624 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse153424")
coll.ordered_artifacts.df()                 # the 8 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()}
Open in Vitessce
Visium
Mouse brain
GSM4644086
mouse brain 30 MB 3,734 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size30 MB
Obs3,734
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM4644079
mouse brain 42 MB 3,805 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size42 MB
Obs3,805
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM4644081
mouse brain 41 MB 4,169 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size41 MB
Obs4,169
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM4644085
mouse brain 26 MB 3,610 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size26 MB
Obs3,610
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM4644084
mouse brain 26 MB 3,563 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size26 MB
Obs3,563
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM4644083
mouse brain 21 MB 3,736 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size21 MB
Obs3,736
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM4644082
mouse brain 39 MB 3,922 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size39 MB
Obs3,922
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM4644080
mouse brain 45 MB 4,128 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size45 MB
Obs4,128
silver H&E Open in Vitessce

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