10x Xenium
Mouse skin of body
GSM9636017
bronze Interactive viewer Provisional
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 17117, 42612), (1, 8558, 21306), (1, 4279, 10653), (1, 2139, 5326), (1, 1069, 2663)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (16807, 42424), (8403, 21212), (4201, 10606), (2100, 5303), (1050, 2651)
│ └── 'nucleus_labels': DataTree[yx] (16763, 42418), (8381, 21209), (4190, 10604), (2095, 5302), (1047, 2651)
├── Points
│ └── 'transcripts': DataFrame with shape: (18684225, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (29451, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (29451, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (29534, 2) (2D shapes)
└── Tables
└── 'table': AnnData (29451, 5106)
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("s7987sBvHXid5hrQ0000")
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("s7987sBvHXid5hrQ") # 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 s7987sBvHXid5hrQ0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/s7987sBvHXid5hrQ
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid s7987sBvHXid5hrQLicense: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- mouse
- Tissue
- skin of body
- Modality
- RNA
- Observations (cells)
- 29,451
- Transcripts
- 18,684,225
- Tier
- bronze
- Size
- 881 MB
- Sample ID
- GSM9636017
- License
- NCBI GEO policy
- Published
- Jun 25, 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