10x Xenium
Mouse brain
GSM9852129
silver Interactive viewer No linked publication
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 27311, 36986), (1, 13655, 18493), (1, 6827, 9246), (1, 3413, 4623), (1, 1706, 2311)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (27082, 36118), (13541, 18059), (6770, 9029), (3385, 4514), (1692, 2257)
│ └── 'nucleus_labels': DataTree[yx] (26636, 36091), (13318, 18045), (6659, 9022), (3329, 4511), (1664, 2255)
├── Points
│ └── 'transcripts': DataFrame with shape: (95801535, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (87165, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (87165, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (87668, 2) (2D shapes)
└── Tables
└── 'table': AnnData (87165, 347)
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("966d2PMVVs5ttERZ0000")
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("966d2PMVVs5ttERZ") # 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 966d2PMVVs5ttERZ0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/966d2PMVVs5ttERZ
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 966d2PMVVs5ttERZLicense: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- mouse
- Tissue
- brain
- Modality
- RNA
- Observations (cells)
- 87,165
- Transcripts
- 95,801,535
- Tier
- silver
- Size
- 3.3 GB
- Sample ID
- GSM9852129
- License
- NCBI GEO policy
- Published
- Jul 30, 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