10x Xenium
Mouse skin of body
GSM9927082
silver Interactive viewer skin squamous cell carcinoma No linked publication
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 88431, 42653), (1, 44215, 21326), (1, 22107, 10663), (1, 11053, 5331), (1, 5526, 2665)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (88146, 42636), (44073, 21318), (22036, 10659), (11018, 5329), (5509, 2664)
│ └── 'nucleus_labels': DataTree[yx] (88118, 42612), (44059, 21306), (22029, 10653), (11014, 5326), (5507, 2663)
├── Points
│ └── 'transcripts': DataFrame with shape: (179048472, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (821319, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (821319, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (826330, 2) (2D shapes)
└── Tables
└── 'table': AnnData (821319, 5006)
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("vAfIZmpqSm3juHWR0000")
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("vAfIZmpqSm3juHWR") # 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 vAfIZmpqSm3juHWR0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/vAfIZmpqSm3juHWR
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid vAfIZmpqSm3juHWRLicense: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- mouse
- Tissue
- skin of body
- Condition
- skin squamous cell carcinoma
- Modality
- RNA
- Observations (cells)
- 821,319
- Transcripts
- 179,048,472
- Tier
- silver
- Size
- 8.9 GB
- Sample ID
- GSM9927082
- License
- NCBI GEO policy
- Published
- Sep 17, 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