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Visium

Human unknown

GSM9980505

silver Interactive viewer H&E diffuse large B-cell lymphoma No linked publication
Human unknown preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM9980505_T02_T02_full_image': DataTree[cyx] (3, 3000, 3000), (3, 1500, 1500), (3, 750, 750), (3, 375, 375), (3, 187, 187)
│     ├── 'GSM9980505_T02_T02_hires_image': DataArray[cyx] (3, 3000, 3000)
│     └── 'GSM9980505_T02_T02_lowres_image': DataArray[cyx] (3, 600, 600)
├── Shapes
│     └── 'GSM9980505_T02_T02': GeoDataFrame shape: (4283, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (4283, 18085)
with coordinate systems:
    ▸ 'GSM9980505_T02_T02', with elements:
        GSM9980505_T02_T02_full_image (Images), GSM9980505_T02_T02_hires_image (Images), GSM9980505_T02_T02_lowres_image (Images), GSM9980505_T02_T02 (Shapes)
    ▸ 'GSM9980505_T02_T02_downscaled_hires', with elements:
        GSM9980505_T02_T02_hires_image (Images), GSM9980505_T02_T02 (Shapes)
    ▸ 'GSM9980505_T02_T02_downscaled_lowres', with elements:
        GSM9980505_T02_T02_lowres_image (Images), GSM9980505_T02_T02 (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("RuqqJXaPWyeTFCov0000")
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("RuqqJXaPWyeTFCov")   # 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 RuqqJXaPWyeTFCov0000 --dest data/

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

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

License: NCBI GEO policy

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

Metadata

Technology
Visium
Organism
human
Tissue
unknown
Condition
diffuse large B-cell lymphoma
Modality
RNA
Observations (spots)
4,283
Tier
silver
Chemistry
Visium v1
Resolution
3,000 × 3,000 px
mpp
4.237 µm/px
Size
124 MB
Sample ID
GSM9980505
License
NCBI GEO policy
Published
Sep 24, 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