10x Xenium
Human lung
GSM9714926
silver Interactive viewer No linked publication
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 54441, 17125), (1, 27220, 8562), (1, 13610, 4281), (1, 6805, 2140), (1, 3402, 1070)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (53383, 16778), (26691, 8389), (13345, 4194), (6672, 2097), (3336, 1048)
│ └── 'nucleus_labels': DataTree[yx] (53382, 16166), (26691, 8083), (13345, 4041), (6672, 2020), (3336, 1010)
├── Points
│ └── 'transcripts': DataFrame with shape: (31718242, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (106542, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (106542, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (106437, 2) (2D shapes)
└── Tables
└── 'table': AnnData (106542, 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("ZP9nYZ1COh3yFwrL0000")
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("ZP9nYZ1COh3yFwrL") # 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 ZP9nYZ1COh3yFwrL0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/ZP9nYZ1COh3yFwrL
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid ZP9nYZ1COh3yFwrLLicense: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- human
- Tissue
- lung
- Modality
- RNA
- Observations (cells)
- 106,542
- Transcripts
- 31,718,242
- Tier
- silver
- Size
- 1.8 GB
- Sample ID
- GSM9714926
- 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