Visium
Mouse liver
GSM9501434
silver Interactive viewer H&E hepatocellular carcinoma No linked publication
print(sdata)
SpatialData object
├── Images
│ ├── 'GSM9501434_A2_hires_image': DataArray[cyx] (3, 1987, 2000)
│ └── 'GSM9501434_A2_lowres_image': DataArray[cyx] (3, 596, 600)
├── Shapes
│ └── 'GSM9501434_A2': GeoDataFrame shape: (3442, 2) (2D shapes)
└── Tables
└── 'table': AnnData (3442, 19465)
with coordinate systems:
▸ 'GSM9501434_A2', with elements:
GSM9501434_A2_hires_image (Images), GSM9501434_A2_lowres_image (Images), GSM9501434_A2 (Shapes)
▸ 'GSM9501434_A2_downscaled_hires', with elements:
GSM9501434_A2_hires_image (Images), GSM9501434_A2 (Shapes)
▸ 'GSM9501434_A2_downscaled_lowres', with elements:
GSM9501434_A2_lowres_image (Images), GSM9501434_A2 (Shapes) Python · sddb client
from sddb import Catalog
ds = Catalog().dataset("ekvQUMNgobpaxWsL0000")
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("ekvQUMNgobpaxWsL") # 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 ekvQUMNgobpaxWsL0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/ekvQUMNgobpaxWsL
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid ekvQUMNgobpaxWsLLicense: NCBI GEO policy
Part of collection
Phenylalanine Reprograms TLS Maturation and Plasma cell differentiation in MASH-HCC [Spatial Transcriptomics]→ 7 datasets · comparison
Metadata
- Technology
- Visium
- Organism
- mouse
- Tissue
- liver
- Condition
- hepatocellular carcinoma
- Modality
- RNA
- Observations (spots)
- 3,442
- Tier
- silver
- Chemistry
- Visium v1
- Resolution
- 2,000 × 1,987 px
- mpp
- 3.413 µm/px
- Size
- 67.2 MB
- Sample ID
- GSM9501434
- License
- NCBI GEO policy
- Published
- Feb 11, 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