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Visium

Human skin of body

GSM10024484

silver Interactive viewer H&E hidradenitis suppurativa No linked publication
Human skin of body preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM10024484_HS5_hires_image': DataArray[cyx] (3, 3000, 3000)
│     └── 'GSM10024484_HS5_lowres_image': DataArray[cyx] (3, 600, 600)
├── Shapes
│     └── 'GSM10024484_HS5': GeoDataFrame shape: (14335, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (14335, 37082)
with coordinate systems:
    ▸ 'GSM10024484_HS5', with elements:
        GSM10024484_HS5_hires_image (Images), GSM10024484_HS5_lowres_image (Images), GSM10024484_HS5 (Shapes)
    ▸ 'GSM10024484_HS5_downscaled_hires', with elements:
        GSM10024484_HS5_hires_image (Images), GSM10024484_HS5 (Shapes)
    ▸ 'GSM10024484_HS5_downscaled_lowres', with elements:
        GSM10024484_HS5_lowres_image (Images), GSM10024484_HS5 (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("1Haj9pIFZeaHFPvN0000")
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("1Haj9pIFZeaHFPvN")   # 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 1Haj9pIFZeaHFPvN0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/1Haj9pIFZeaHFPvN

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 1Haj9pIFZeaHFPvN

License: NCBI GEO policy

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Metadata

Technology
Visium
Organism
human
Tissue
skin of body
Condition
hidradenitis suppurativa
Modality
RNA
Observations (spots)
14,335
Tier
silver
Chemistry
Visium v1
Resolution
3,000 × 3,000 px
mpp
4.276 µm/px
Size
123 MB
Sample ID
GSM10024484
License
NCBI GEO policy
Published
Sep 8, 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