10x Xenium
Mouse brain
GSM9852134
silver Interactive viewer No linked publication
print(sdata)
SpatialData object
├── Labels
│ ├── 'cell_labels': DataTree[yx] (30692, 39728), (15346, 19864), (7673, 9932), (3836, 4966), (1918, 2483)
│ └── 'nucleus_labels': DataTree[yx] (30682, 39480), (15341, 19740), (7670, 9870), (3835, 4935), (1917, 2467)
├── Points
│ └── 'transcripts': DataFrame with shape: (105484977, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (109767, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (109767, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (110448, 2) (2D shapes)
└── Tables
└── 'table': AnnData (109767, 347)
with coordinate systems:
▸ 'global', with elements:
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("B4kh6nNQiOHcWGSw0000")
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("B4kh6nNQiOHcWGSw") # 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 B4kh6nNQiOHcWGSw0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/B4kh6nNQiOHcWGSw
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid B4kh6nNQiOHcWGSwLicense: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- mouse
- Tissue
- brain
- Modality
- RNA
- Observations (cells)
- 109,767
- Transcripts
- 105,484,977
- Tier
- silver
- Size
- 2.1 GB
- Sample ID
- GSM9852134
- 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