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10x Xenium

Human skin of body

GSM9251642

silver Interactive viewer drug allergy No linked publication
Human skin of body preview
print(sdata)
SpatialData object
├── Images
│     └── 'morphology_mip': DataTree[cyx] (1, 17087, 17130), (1, 8543, 8565), (1, 4271, 4282), (1, 2135, 2141), (1, 1067, 1070)
├── Labels
│     ├── 'cell_labels': DataTree[yx] (15258, 14482), (7629, 7241), (3814, 3620), (1907, 1810), (953, 905)
│     └── 'nucleus_labels': DataTree[yx] (13473, 14437), (6736, 7218), (3368, 3609), (1684, 1804), (842, 902)
├── Points
│     └── 'transcripts': DataFrame with shape: (6917484, 13) (3D points)
├── Shapes
│     ├── 'cell_boundaries': GeoDataFrame shape: (8409, 1) (2D shapes)
│     ├── 'cell_circles': GeoDataFrame shape: (8409, 2) (2D shapes)
│     └── 'nucleus_boundaries': GeoDataFrame shape: (8442, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (8409, 5101)
with coordinate systems:
    ▸ 'global', with elements:
        morphology_mip (Images), cell_labels (Labels), nucleus_labels (Labels), transcripts (Points), cell_boundaries (Shapes), cell_circles (Shapes), nucleus_boundaries (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("MdiDSlK3jg2Ugo3K0000")
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("MdiDSlK3jg2Ugo3K")   # 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 MdiDSlK3jg2Ugo3K0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/MdiDSlK3jg2Ugo3K

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid MdiDSlK3jg2Ugo3K

License: NCBI GEO policy

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Metadata

Technology
10x Xenium
Organism
human
Tissue
skin of body
Condition
drug allergy
Modality
RNA
Observations (cells)
8,409
Transcripts
6,917,484
Tier
silver
Size
340 MB
Sample ID
GSM9251642
License
NCBI GEO policy
Published
Aug 24, 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