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Visium

Mouse liver

GSM7116321

silver Interactive viewer H&E No linked publication
Mouse liver preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM7116321_54A_hires_image': DataArray[cyx] (3, 1883, 2000)
│     └── 'GSM7116321_54A_lowres_image': DataArray[cyx] (3, 565, 600)
├── Shapes
│     └── 'GSM7116321_54A': GeoDataFrame shape: (4198, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (4198, 32285)
with coordinate systems:
    ▸ 'GSM7116321_54A', with elements:
        GSM7116321_54A_hires_image (Images), GSM7116321_54A_lowres_image (Images), GSM7116321_54A (Shapes)
    ▸ 'GSM7116321_54A_downscaled_hires', with elements:
        GSM7116321_54A_hires_image (Images), GSM7116321_54A (Shapes)
    ▸ 'GSM7116321_54A_downscaled_lowres', with elements:
        GSM7116321_54A_lowres_image (Images), GSM7116321_54A (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("ABBlN6wxCSWp8mc70000")
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("ABBlN6wxCSWp8mc7")   # 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 ABBlN6wxCSWp8mc70000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/ABBlN6wxCSWp8mc7

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid ABBlN6wxCSWp8mc7

License: NCBI GEO policy

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Metadata

Technology
Visium
Organism
mouse
Tissue
liver
Modality
RNA
Observations (spots)
4,198
Tier
silver
Chemistry
Visium v1
Resolution
2,000 × 1,883 px
mpp
3.514 µm/px
Size
52.7 MB
Sample ID
GSM7116321
License
NCBI GEO policy
Published
May 28, 2024

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