Collections / The spatiotemporal dynamics of postnatal vascularization in the mouse brain

The spatiotemporal dynamics of postnatal vascularization in the mouse brain

The structure of the cerebral vasculature is immature at birth and undergoes significant post-natal remodeling and expansion. However, how vascularization progresses throughout the brain to integrate volumetric growth with neuronal circuit maturation is unclear. To address this spatiotemporally, we developed LAMBADA—a resource for registering and annotating optically cleared developing mouse brains with high temporal resolution, enriched by aligned spatial transcriptomics. Using this resource, we identified three distinct, brain-wide phases of postnatal cerebral vascular development: (1) an isometric expansion phase, characterized by the expression of well-known transcriptomic signatures; (2) a regional specialization phase, which coincides with neuronal maturation and synaptogenesis; and (3) a refinement phase, marked by the stabilization of vascular networks and synapses. We delineate the molecular and structural mechanisms underlying these phases by correlating vascular remodeling with spatial transcriptomic gene expression. This atlas provides a novel foundation for studying developmental neurovascular interactions and serves as a resource for murine postnatal brain development research.

Datasets46
Size~2.5 GB
AssayVisium
Samplemouse · brain
KindTime course
Flag a data issue
PMID:41985458 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("geo-gse313896")
cohort.members        # the 46 datasets as a table

print(cohort.licenses())              # check the terms before you download

sdatas = cohort.to_dict()             # {uid: SpatialData}, cached locally
# or keep the .zarr files in a folder of your choice:
# sdatas = cohort.to_dict(dest="data/")
Python · lamindb

Needs pip install lamindb and network access to the Lamin database, which is limited during the alpha. If it fails, use the Client tab.

import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
coll = db.Collection.get(key="geo-gse313896")
coll.ordered_artifacts.to_dataframe()   # the 46 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]
Shell
# sddb client: download every member .zarr into data/
sddb-cli download --collection geo-gse313896 --dest data/

Licenses: 46 NCBI GEO policy

Open in Vitessce
Visium
Mouse brain
GSM9377367
mouse brain 53.9 MB 3,311 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size53.9 MB
Spots3,311
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377340
mouse brain 49.8 MB 2,814 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size49.8 MB
Spots2,814
Magnificationother · 3.524 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377338
mouse brain 62.0 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size62.0 MB
Spots4,992
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377360
mouse brain 41.5 MB 3,118 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size41.5 MB
Spots3,118
bronze H&E NCBI GEO policy Open in Vitessce
Visium
Mouse brain
GSM9377355
mouse brain 67.2 MB 4,244 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size67.2 MB
Spots4,244
bronze H&E NCBI GEO policy
Open in Vitessce
Visium
Mouse brain
GSM9377330
mouse brain 72.1 MB 3,545 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size72.1 MB
Spots3,545
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377357
mouse brain 43.6 MB 2,487 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size43.6 MB
Spots2,487
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377342
mouse brain 66.0 MB 3,902 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size66.0 MB
Spots3,902
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377345
mouse brain 48.8 MB 3,219 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size48.8 MB
Spots3,219
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377354
mouse brain 43.0 MB 2,954 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size43.0 MB
Spots2,954
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377347
mouse brain 48.9 MB 3,568 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size48.9 MB
Spots3,568
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377343
mouse brain 48.7 MB 2,288 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size48.7 MB
Spots2,288
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377341
mouse brain 51.1 MB 3,193 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size51.1 MB
Spots3,193
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377368
mouse brain 57.1 MB 2,896 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size57.1 MB
Spots2,896
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377351
mouse brain 44.3 MB 3,171 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size44.3 MB
Spots3,171
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377361
mouse brain 58.1 MB 3,468 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size58.1 MB
Spots3,468
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377373
mouse brain 32.7 MB 3,108 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size32.7 MB
Spots3,108
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377348
mouse brain 42.3 MB 3,521 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size42.3 MB
Spots3,521
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377339
mouse brain 86.2 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size86.2 MB
Spots4,992
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377337
mouse brain 70.7 MB 3,149 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size70.7 MB
Spots3,149
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377364
mouse brain 43.9 MB 2,020 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size43.9 MB
Spots2,020
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
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mouse brain 55.5 MB 3,586 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
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Size55.5 MB
Spots3,586
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
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GSM9377358
mouse brain 50.0 MB 3,283 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size50.0 MB
Spots3,283
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
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mouse brain 61.3 MB 3,695 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size61.3 MB
Spots3,695
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377331
mouse brain 41.9 MB 3,004 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size41.9 MB
Spots3,004
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377366
mouse brain 53.0 MB 3,107 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size53.0 MB
Spots3,107
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377365
mouse brain 67.6 MB 3,094 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size67.6 MB
Spots3,094
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377349
mouse brain 38.3 MB 3,330 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size38.3 MB
Spots3,330
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377371
mouse brain 53.4 MB 3,656 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size53.4 MB
Spots3,656
bronze H&E NCBI GEO policy Open in Vitessce
Visium
Mouse brain
GSM9377363
mouse brain 58.2 MB 2,993 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size58.2 MB
Spots2,993
bronze H&E NCBI GEO policy
Visium
Mouse brain
GSM9377335
mouse brain 61.4 MB 3,693 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size61.4 MB
Spots3,693
bronze H&E NCBI GEO policy
Visium
Mouse brain
GSM9377350
mouse brain 52.0 MB 4,166 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size52.0 MB
Spots4,166
bronze H&E NCBI GEO policy
Visium
Mouse brain
GSM9377336
mouse brain 55.8 MB 2,924 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size55.8 MB
Spots2,924
bronze H&E NCBI GEO policy
Open in Vitessce
Visium
Mouse brain
GSM9377346
mouse brain 57.1 MB 4,002 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size57.1 MB
Spots4,002
bronze H&E NCBI GEO policy Open in Vitessce
Visium
Mouse brain
GSM9377344
mouse brain 36.7 MB 3,366 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
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Size36.7 MB
Spots3,366
bronze H&E NCBI GEO policy
Open in Vitessce
Visium
Mouse brain
GSM9377333
mouse brain 46.5 MB 3,288 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
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Size46.5 MB
Spots3,288
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
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mouse brain 60.3 MB 3,096 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
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Size60.3 MB
Spots3,096
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
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GSM9377329
mouse brain 64.1 MB 3,083 spots bronze H&E NCBI GEO policy
TechnologyVisium
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Size64.1 MB
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bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377359
mouse brain 61.7 MB 4,367 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size61.7 MB
Spots4,367
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377332
mouse brain 79.4 MB 4,011 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size79.4 MB
Spots4,011
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377362
mouse brain 61.5 MB 3,413 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
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Size61.5 MB
Spots3,413
bronze H&E NCBI GEO policy Open in Vitessce
Visium
Mouse brain
GSM9377356
mouse brain 52.4 MB 3,663 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size52.4 MB
Spots3,663
bronze H&E NCBI GEO policy
Open in Vitessce
Visium
Mouse brain
GSM9377352
mouse brain 30.4 MB 2,292 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size30.4 MB
Spots2,292
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377353
mouse brain 45.9 MB 3,194 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size45.9 MB
Spots3,194
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377372
mouse brain 44.7 MB 3,225 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size44.7 MB
Spots3,225
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM9377369
mouse brain 70.1 MB 3,812 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size70.1 MB
Spots3,812
bronze H&E NCBI GEO policy Open in Vitessce

Cite this collection

doi.org/10.1016/j.cell.2026.03.013 ↗
BibTeX
@article{de_Launoit_2026,
  title = {The spatiotemporal dynamics of postnatal vascularization in the mouse brain},
  volume = {189},
  ISSN = {0092-8674},
  url = {http://dx.doi.org/10.1016/j.cell.2026.03.013},
  DOI = {10.1016/j.cell.2026.03.013},
  number = {10},
  journal = {Cell},
  publisher = {Elsevier BV},
  author = {de Launoit, Elisa and Skriabine, Sophie and Doumazane, Etienne and Bizou, Mathilde and Pommé, Rémi and Lienhard, Gabrièle and Rajot, Domitille and Mikhailenko, Alina and Vieites-Prado, Alba and Lannes, Mathilde and Fabiano, Natalia and Mathé, Louise and Cagnone, Gael and Mouton, Laura and Santin, Mathieu D. and Candelier, Séverine and Gaspar, Patricia and Rousseau, Charly V. and Dubrac, Alexandre and Renier, Nicolas},
  year = {2026},
  month = May,
  pages = {3107–3123.e18}
}