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Visium

Human liver

GSM9876369

bronze H&E cholestasis Provisional
Human liver preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM9876369_NonBA_1_hires_image': DataArray[cyx] (3, 1980, 2000)
│     └── 'GSM9876369_NonBA_1_lowres_image': DataArray[cyx] (3, 594, 600)
├── Shapes
│     └── 'GSM9876369_NonBA_1': GeoDataFrame shape: (737, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (737, 37481)
with coordinate systems:
    ▸ 'GSM9876369_NonBA_1', with elements:
        GSM9876369_NonBA_1_hires_image (Images), GSM9876369_NonBA_1_lowres_image (Images), GSM9876369_NonBA_1 (Shapes)
    ▸ 'GSM9876369_NonBA_1_downscaled_hires', with elements:
        GSM9876369_NonBA_1_hires_image (Images), GSM9876369_NonBA_1 (Shapes)
    ▸ 'GSM9876369_NonBA_1_downscaled_lowres', with elements:
        GSM9876369_NonBA_1_lowres_image (Images), GSM9876369_NonBA_1 (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("6hj5ikku8bVo4aG30000")
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("6hj5ikku8bVo4aG3")   # 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 6hj5ikku8bVo4aG30000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/6hj5ikku8bVo4aG3

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 6hj5ikku8bVo4aG3

License: NCBI GEO policy

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Metadata

Technology
Visium
Organism
human
Tissue
liver
Condition
cholestasis
Modality
RNA
Observations (spots)
737
Tier
bronze
Chemistry
Visium v1
Resolution
2,000 × 1,980 px
mpp
3.330 µm/px
Size
12.5 MB
Sample ID
GSM9876369
License
NCBI GEO policy
Published
Jul 20, 2026

Cite this dataset

doi.org/10.1097/HC9.0000000000000992 ↗
BibTeX
@article{geo:GSM9876369,
  doi = {10.1097/HC9.0000000000000992},
  title = {GSM9876369},
  year = {2026}
}

Source: NCBI GEO ↗ · License: NCBI GEO policy ↗ · Reprocessed to SpatialData by SpatialData-DB