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Visium

Human brain

GSM9902433

silver Interactive viewer H&E glioma No linked publication
Human brain preview
print(sdata)
SpatialData object
├── Images
│     └── 'GSM9902433_IDHA14_lowres_image': DataArray[cyx] (3, 600, 568)
├── Shapes
│     └── 'GSM9902433_IDHA14': GeoDataFrame shape: (3951, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (3951, 33538)
with coordinate systems:
    ▸ 'GSM9902433_IDHA14', with elements:
        GSM9902433_IDHA14_lowres_image (Images), GSM9902433_IDHA14 (Shapes)
    ▸ 'GSM9902433_IDHA14_downscaled_hires', with elements:
        GSM9902433_IDHA14 (Shapes)
    ▸ 'GSM9902433_IDHA14_downscaled_lowres', with elements:
        GSM9902433_IDHA14_lowres_image (Images), GSM9902433_IDHA14 (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("QAOumIrXtmjloq8y0000")
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("QAOumIrXtmjloq8y")   # 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 QAOumIrXtmjloq8y0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/QAOumIrXtmjloq8y

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid QAOumIrXtmjloq8y

License: NCBI GEO policy

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Metadata

Technology
Visium
Organism
human
Tissue
brain
Condition
glioma
Modality
RNA
Observations (spots)
3,951
Tier
silver
Chemistry
Visium v1
Resolution
568 × 600 px
mpp
12.382 µm/px
Size
15.2 MB
Sample ID
GSM9902433
License
NCBI GEO policy
Published
Jul 28, 2026

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