10x Xenium
Human lung
GSM9714927
silver Interactive viewer No linked publication
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 34071, 17103), (1, 17035, 8551), (1, 8517, 4275), (1, 4258, 2137), (1, 2129, 1068)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (32819, 15415), (16409, 7707), (8204, 3853), (4102, 1926), (2051, 963)
│ └── 'nucleus_labels': DataTree[yx] (32819, 15387), (16409, 7693), (8204, 3846), (4102, 1923), (2051, 961)
├── Points
│ └── 'transcripts': DataFrame with shape: (23144888, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (71688, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (71688, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (71612, 2) (2D shapes)
└── Tables
└── 'table': AnnData (71688, 387)
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("Es8pHq6T7BY9N3GC0000")
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("Es8pHq6T7BY9N3GC") # 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 Es8pHq6T7BY9N3GC0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/Es8pHq6T7BY9N3GC
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid Es8pHq6T7BY9N3GCLicense: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- human
- Tissue
- lung
- Modality
- RNA
- Observations (cells)
- 71,688
- Transcripts
- 23,144,888
- Tier
- silver
- Size
- 1.2 GB
- Sample ID
- GSM9714927
- License
- NCBI GEO policy
- Published
- Aug 9, 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