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Visium

Mouse brain

GSM8604634

silver Interactive viewer H&E No linked publication
Mouse brain preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM8604634_20986X3_images_full_image': DataTree[cyx] (4, 3000, 3000), (4, 1500, 1500), (4, 750, 750), (4, 375, 375), (4, 187, 187)
│     ├── 'GSM8604634_20986X3_images_hires_image': DataArray[cyx] (3, 2000, 1413)
│     └── 'GSM8604634_20986X3_images_lowres_image': DataArray[cyx] (3, 600, 424)
├── Shapes
│     └── 'GSM8604634_20986X3_images': GeoDataFrame shape: (2808, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (2808, 19465)
with coordinate systems:
    ▸ 'GSM8604634_20986X3_images', with elements:
        GSM8604634_20986X3_images_full_image (Images), GSM8604634_20986X3_images_hires_image (Images), GSM8604634_20986X3_images_lowres_image (Images), GSM8604634_20986X3_images (Shapes)
    ▸ 'GSM8604634_20986X3_images_downscaled_hires', with elements:
        GSM8604634_20986X3_images_hires_image (Images), GSM8604634_20986X3_images (Shapes)
    ▸ 'GSM8604634_20986X3_images_downscaled_lowres', with elements:
        GSM8604634_20986X3_images_lowres_image (Images), GSM8604634_20986X3_images (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("cKuvsUoeHQ9OAjqA0000")
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("cKuvsUoeHQ9OAjqA")   # 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 cKuvsUoeHQ9OAjqA0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/cKuvsUoeHQ9OAjqA

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid cKuvsUoeHQ9OAjqA

License: NCBI GEO policy

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Metadata

Technology
Visium
Organism
mouse
Tissue
brain
Modality
RNA
Observations (spots)
2,808
Tier
silver
Chemistry
Visium v1
Resolution
1,413 × 2,000 px
mpp
5.303 µm/px
Size
98.8 MB
Sample ID
GSM8604634
License
NCBI GEO policy
Published
Jun 12, 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