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Visium HD

Mouse jejunum

GSM9134410

silver Interactive viewer H&E radiation-induced disorder No linked publication
Mouse jejunum preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM9134410_rep4_hires_image': DataArray[cyx] (3, 3169, 6000)
│     └── 'GSM9134410_rep4_lowres_image': DataArray[cyx] (3, 317, 600)
├── Shapes
│     ├── 'GSM9134410_rep4_square_008um': GeoDataFrame shape: (433274, 1) (2D shapes)
│     └── 'GSM9134410_rep4_square_008um_for_vitessce': GeoDataFrame shape: (433274, 2) (2D shapes)
└── Tables
      └── 'square_008um': AnnData (433274, 19059)
with coordinate systems:
    ▸ 'GSM9134410_rep4', with elements:
        GSM9134410_rep4_hires_image (Images), GSM9134410_rep4_lowres_image (Images), GSM9134410_rep4_square_008um (Shapes), GSM9134410_rep4_square_008um_for_vitessce (Shapes)
    ▸ 'GSM9134410_rep4_downscaled_hires', with elements:
        GSM9134410_rep4_hires_image (Images), GSM9134410_rep4_square_008um (Shapes), GSM9134410_rep4_square_008um_for_vitessce (Shapes)
    ▸ 'GSM9134410_rep4_downscaled_lowres', with elements:
        GSM9134410_rep4_lowres_image (Images), GSM9134410_rep4_square_008um (Shapes), GSM9134410_rep4_square_008um_for_vitessce (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("D6ZkyYsqOu5Yup4a0000")
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("D6ZkyYsqOu5Yup4a")   # 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 D6ZkyYsqOu5Yup4a0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/D6ZkyYsqOu5Yup4a

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid D6ZkyYsqOu5Yup4a

License: NCBI GEO policy

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

Metadata

Technology
Visium HD
Organism
mouse
Tissue
jejunum
Condition
radiation-induced disorder
Modality
RNA
Observations (bins)
433,274
Tier
silver
Resolution
6,000 × 3,169 px
mpp
5.573 µm/px
Size
1.6 GB
Sample ID
GSM9134410
License
NCBI GEO policy
Published
Jul 29, 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