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Visium

Mouse lung

GSM7454043

silver Interactive viewer H&E pulmonary fibrosis No linked publication
Mouse lung preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM7454043_YoungD14bis_YoungD14bis_hires_image': DataArray[cyx] (3, 2000, 1963)
│     └── 'GSM7454043_YoungD14bis_YoungD14bis_lowres_image': DataArray[cyx] (3, 600, 589)
├── Shapes
│     └── 'GSM7454043_YoungD14bis_YoungD14bis': GeoDataFrame shape: (1303, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (1303, 32285)
with coordinate systems:
    ▸ 'GSM7454043_YoungD14bis_YoungD14bis', with elements:
        GSM7454043_YoungD14bis_YoungD14bis_hires_image (Images), GSM7454043_YoungD14bis_YoungD14bis_lowres_image (Images), GSM7454043_YoungD14bis_YoungD14bis (Shapes)
    ▸ 'GSM7454043_YoungD14bis_YoungD14bis_downscaled_hires', with elements:
        GSM7454043_YoungD14bis_YoungD14bis_hires_image (Images), GSM7454043_YoungD14bis_YoungD14bis (Shapes)
    ▸ 'GSM7454043_YoungD14bis_YoungD14bis_downscaled_lowres', with elements:
        GSM7454043_YoungD14bis_YoungD14bis_lowres_image (Images), GSM7454043_YoungD14bis_YoungD14bis (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("zuP24CEcqlpbKOUr0000")
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("zuP24CEcqlpbKOUr")   # 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 zuP24CEcqlpbKOUr0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/zuP24CEcqlpbKOUr

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid zuP24CEcqlpbKOUr

License: NCBI GEO policy

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

Metadata

Technology
Visium
Organism
mouse
Tissue
lung
Condition
pulmonary fibrosis
Modality
RNA
Observations (spots)
1,303
Tier
silver
Chemistry
Visium v1
Resolution
1,963 × 2,000 px
mpp
3.539 µm/px
Size
9.3 MB
Sample ID
GSM7454043
License
NCBI GEO policy
Published
Jun 30, 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