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Stereo-seq

Mouse brain

GSM9659883

bronze Interactive viewer Provisional
Mouse brain preview
print(sdata)
SpatialData object
├── Shapes
│     ├── 'B03018A2_cell_boundaries': GeoDataFrame shape: (123921, 1) (2D shapes)
│     └── 'B03018A2_cell_boundaries_for_vitessce': GeoDataFrame shape: (123921, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (123921, 27050)
with coordinate systems:
    ▸ 'global', with elements:
        B03018A2_cell_boundaries (Shapes), B03018A2_cell_boundaries_for_vitessce (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("PsCs4UrZ4CgKnQQn0000")
ds.elements()          # inspect without downloading
sdata = ds.to_sdata()  # cached locally, reused
print(sdata)
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")
artifact = db.Artifact.get("PsCs4UrZ4CgKnQQn")   # stem uid: Lamin resolves it to the latest version

sdata = artifact.load()   # cache, then load into memory
group = artifact.open()   # stream without downloading
path  = artifact.cache()  # sync into the local cache, returns the path
Shell
# sddb client: download the .zarr into data/
sddb-cli download PsCs4UrZ4CgKnQQn0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/PsCs4UrZ4CgKnQQn

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid PsCs4UrZ4CgKnQQn

License: NCBI GEO policy

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Part of collection
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Metadata

Technology
Stereo-seq
Organism
mouse
Tissue
brain
Modality
RNA
Observations
123,921
Tier
bronze
Size
526 MB
Sample ID
GSM9659883
License
NCBI GEO policy
Published
Dec 1, 2025

Cite this dataset

No linked publication found — please cite the data source: NCBI GEO ↗.

Source: NCBI GEO ↗ · License: NCBI GEO policy ↗ · Reprocessed to SpatialData by SpatialData-DB