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Visium

Mouse parathyroid gland

GSM9008656

silver Interactive viewer H&E primary hyperparathyroidism No linked publication
Mouse parathyroid gland preview
print(sdata)
SpatialData object
├── Images
│     └── 'GSM9008656_MUT-3_315F_hires_image': DataArray[cyx] (3, 2000, 1786)
├── Shapes
│     └── 'GSM9008656_MUT-3_315F': GeoDataFrame shape: (1531, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (1531, 19465)
with coordinate systems:
    ▸ 'GSM9008656_MUT-3_315F', with elements:
        GSM9008656_MUT-3_315F_hires_image (Images), GSM9008656_MUT-3_315F (Shapes)
    ▸ 'GSM9008656_MUT-3_315F_downscaled_hires', with elements:
        GSM9008656_MUT-3_315F_hires_image (Images), GSM9008656_MUT-3_315F (Shapes)
    ▸ 'GSM9008656_MUT-3_315F_downscaled_lowres', with elements:
        GSM9008656_MUT-3_315F (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("0bh4K9sFt7QI8xSS0000")
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("0bh4K9sFt7QI8xSS")   # 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 0bh4K9sFt7QI8xSS0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/0bh4K9sFt7QI8xSS

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 0bh4K9sFt7QI8xSS

License: NCBI GEO policy

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

Metadata

Technology
Visium
Organism
mouse
Tissue
parathyroid gland
Condition
primary hyperparathyroidism
Modality
RNA
Observations (spots)
1,531
Tier
silver
Chemistry
Visium v1
Resolution
1,786 × 2,000 px
mpp
3.835 µm/px
Size
9.6 MB
Sample ID
GSM9008656
License
NCBI GEO policy
Published
Nov 13, 2025

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