10x Xenium
Human dorsolateral prefrontal cortex
GSM9223470
silver Interactive viewer No linked publication
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 34088, 31298), (1, 17044, 15649), (1, 8522, 7824), (1, 4261, 3912), (1, 2130, 1956)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (32881, 31287), (16440, 15643), (8220, 7821), (4110, 3910), (2055, 1955)
│ └── 'nucleus_labels': DataTree[yx] (32843, 31253), (16421, 15626), (8210, 7813), (4105, 3906), (2052, 1953)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (41266, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (41266, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (41266, 2) (2D shapes)
└── Tables
└── 'table': AnnData (41266, 300)
with coordinate systems:
▸ 'global', with elements:
morphology_mip (Images), cell_labels (Labels), nucleus_labels (Labels), cell_boundaries (Shapes), cell_circles (Shapes), nucleus_boundaries (Shapes) Python · sddb client
from sddb import Catalog
ds = Catalog().dataset("XRumww1SOFuzAZhd0000")
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("XRumww1SOFuzAZhd") # 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 XRumww1SOFuzAZhd0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/XRumww1SOFuzAZhd
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid XRumww1SOFuzAZhdLicense: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- human
- Tissue
- dorsolateral prefrontal cortex
- Modality
- RNA
- Observations (cells)
- 41,266
- Tier
- silver
- Size
- 1.6 GB
- Sample ID
- GSM9223470
- License
- NCBI GEO policy
- Published
- Feb 16, 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