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Visium

Human perianal skin

PCD3-ST

silver Interactive viewer H&E Crohn disease ✓ Verified publication
Visium
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM8521500_PCD3-ST_hires_image': DataArray[cyx] (3, 1228, 2000)
│     └── 'GSM8521500_PCD3-ST_lowres_image': DataArray[cyx] (3, 369, 600)
├── Shapes
│     └── 'GSM8521500_PCD3-ST': GeoDataFrame shape: (1791, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (1791, 18085)
with coordinate systems:
    ▸ 'GSM8521500_PCD3-ST', with elements:
        GSM8521500_PCD3-ST_hires_image (Images), GSM8521500_PCD3-ST_lowres_image (Images), GSM8521500_PCD3-ST (Shapes)
    ▸ 'GSM8521500_PCD3-ST_downscaled_hires', with elements:
        GSM8521500_PCD3-ST_hires_image (Images), GSM8521500_PCD3-ST (Shapes)
    ▸ 'GSM8521500_PCD3-ST_downscaled_lowres', with elements:
        GSM8521500_PCD3-ST_lowres_image (Images), GSM8521500_PCD3-ST (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("tXuz4jRNE9Eprv1l0001")
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("tXuz4jRNE9Eprv1l")   # 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 tXuz4jRNE9Eprv1l0001 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/tXuz4jRNE9Eprv1l

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid tXuz4jRNE9Eprv1l

License: NCBI GEO policy

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Metadata

Technology
Visium
Vendor
10x Genomics
Organism
human
Tissue
perianal skin
Condition
Crohn disease
Modality
RNA
Observations (spots)
1,791
Tier
silver
Chemistry
Visium v1
Resolution
2,000 × 1,228 px
mpp
5.896 µm/px
Size
30.5 MB
Sample ID
GSM8521500
License
NCBI GEO policy
Published
Jun 17, 2025

Cite this dataset

doi.org/10.1172/jci193413 ↗
BibTeX
@article{geo:GSE277387,
  doi = {10.1172/jci193413},
  title = {IPF2-ST}
}

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