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Visium

Human zone of skin

GSM9769919

silver Interactive viewer H&E Huntington disease No linked publication
Human zone of skin preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM9769919_SJS24spatial_full_image': DataTree[cyx] (3, 3000, 3000), (3, 1500, 1500), (3, 750, 750), (3, 375, 375), (3, 187, 187)
│     ├── 'GSM9769919_SJS24spatial_hires_image': DataArray[cyx] (3, 2000, 2000)
│     └── 'GSM9769919_SJS24spatial_lowres_image': DataArray[cyx] (3, 600, 600)
├── Shapes
│     └── 'GSM9769919_SJS24spatial': GeoDataFrame shape: (2296, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (2296, 18085)
with coordinate systems:
    ▸ 'GSM9769919_SJS24spatial', with elements:
        GSM9769919_SJS24spatial_full_image (Images), GSM9769919_SJS24spatial_hires_image (Images), GSM9769919_SJS24spatial_lowres_image (Images), GSM9769919_SJS24spatial (Shapes)
    ▸ 'GSM9769919_SJS24spatial_downscaled_hires', with elements:
        GSM9769919_SJS24spatial_hires_image (Images), GSM9769919_SJS24spatial (Shapes)
    ▸ 'GSM9769919_SJS24spatial_downscaled_lowres', with elements:
        GSM9769919_SJS24spatial_lowres_image (Images), GSM9769919_SJS24spatial (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("WyB8hE1EWKohlD1e")   # 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
Load from the CLI
# one-shot: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/WyB8hE1EWKohlD1e

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid WyB8hE1EWKohlD1e
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["WyB8hE1EWKohlD1e0000"])[0]
ds.elements()                 # inspect without downloading
sdata = ds.load(lazy=False)   # copy to the local cache and open

Docs: finding & loading data →

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Metadata

Technology
Visium
Organism
human
Tissue
zone of skin
Condition
Huntington disease
Modality
RNA
Observations
2,296
Tier
silver
Chemistry
Visium CytAssist v2
Resolution
3,000 × 3,000 px
mpp
3.665 µm/px
Size
42 MB
Sample ID
GSM9769919
License
NCBI GEO policy
Published
Jun 25, 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