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Visium

Human lung

GSM9505082

silver Interactive viewer H&E small cell lung carcinoma No linked publication
Human lung preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM9505082_VISA_VISA_VISA_hires_image': DataArray[cyx] (3, 2000, 1911)
│     └── 'GSM9505082_VISA_VISA_VISA_lowres_image': DataArray[cyx] (3, 569, 600)
├── Shapes
│     └── 'GSM9505082_VISA_VISA_VISA': GeoDataFrame shape: (4316, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (4316, 17943)
with coordinate systems:
    ▸ 'GSM9505082_VISA_VISA_VISA', with elements:
        GSM9505082_VISA_VISA_VISA_hires_image (Images), GSM9505082_VISA_VISA_VISA_lowres_image (Images), GSM9505082_VISA_VISA_VISA (Shapes)
    ▸ 'GSM9505082_VISA_VISA_VISA_downscaled_hires', with elements:
        GSM9505082_VISA_VISA_VISA_hires_image (Images), GSM9505082_VISA_VISA_VISA (Shapes)
    ▸ 'GSM9505082_VISA_VISA_VISA_downscaled_lowres', with elements:
        GSM9505082_VISA_VISA_VISA_lowres_image (Images), GSM9505082_VISA_VISA_VISA (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("ssgQRlRwfobfUde80000")
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("ssgQRlRwfobfUde8")   # 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 ssgQRlRwfobfUde80000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/ssgQRlRwfobfUde8

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid ssgQRlRwfobfUde8

License: NCBI GEO policy

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Metadata

Technology
Visium
Organism
human
Tissue
lung
Condition
small cell lung carcinoma
Modality
RNA
Observations (spots)
4,316
Tier
silver
Chemistry
Visium v1
Resolution
1,911 × 2,000 px
mpp
3.540 µm/px
Size
94.3 MB
Sample ID
GSM9505082
License
NCBI GEO policy
Published
Feb 15, 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