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Visium

Human lung

GSM8187473

silver Interactive viewer H&E small cell lung carcinoma No linked publication
Human lung preview
print(sdata)
SpatialData object
├── Images
│     └── 'GSM8187473_SCLC12_lowres_image': DataArray[cyx] (3, 600, 577)
├── Shapes
│     └── 'GSM8187473_SCLC12': GeoDataFrame shape: (2655, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (2655, 33542)
with coordinate systems:
    ▸ 'GSM8187473_SCLC12', with elements:
        GSM8187473_SCLC12_lowres_image (Images), GSM8187473_SCLC12 (Shapes)
    ▸ 'GSM8187473_SCLC12_downscaled_hires', with elements:
        GSM8187473_SCLC12 (Shapes)
    ▸ 'GSM8187473_SCLC12_downscaled_lowres', with elements:
        GSM8187473_SCLC12_lowres_image (Images), GSM8187473_SCLC12 (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("ztWkHL0LlstzPHqy0000")
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("ztWkHL0LlstzPHqy")   # 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 ztWkHL0LlstzPHqy0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/ztWkHL0LlstzPHqy

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid ztWkHL0LlstzPHqy

License: NCBI GEO policy

View on Lamin ↗ Open in Vitessce ↗ Flag a data issue

Metadata

Technology
Visium
Organism
human
Tissue
lung
Condition
small cell lung carcinoma
Modality
RNA
Observations (spots)
2,655
Tier
silver
Chemistry
Visium v1
Resolution
577 × 600 px
mpp
11.407 µm/px
Size
20.3 MB
Sample ID
GSM8187473
License
NCBI GEO policy
Published
Apr 2, 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