10x Xenium
Human lung
GSM9358873
bronze Interactive viewer chronic obstructive pulmonary disease Provisional
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 98612, 40025), (1, 49306, 20012), (1, 24653, 10006), (1, 12326, 5003), (1, 6163, 2501)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (97801, 39936), (48900, 19968), (24450, 9984), (12225, 4992), (6112, 2496)
│ └── 'nucleus_labels': DataTree[yx] (97695, 39780), (48847, 19890), (24423, 9945), (12211, 4972), (6105, 2486)
├── Points
│ └── 'transcripts': DataFrame with shape: (14603881, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (269706, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (269706, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (269772, 2) (2D shapes)
└── Tables
└── 'table': AnnData (269706, 480)
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("odTGrRWzlSkvdoF90000")
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("odTGrRWzlSkvdoF9") # 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 odTGrRWzlSkvdoF90000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/odTGrRWzlSkvdoF9
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid odTGrRWzlSkvdoF9License: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- human
- Tissue
- lung
- Condition
- chronic obstructive pulmonary disease
- Modality
- RNA
- Observations (cells)
- 269,706
- Transcripts
- 14,603,881
- Tier
- bronze
- Size
- 5.0 GB
- Sample ID
- GSM9358873
- License
- NCBI GEO policy
- Published
- Dec 9, 2025
Cite this dataset
doi.org/10.1038/s41588-025-02480-z ↗ BibTeX
@article{geo:GSM9358873,
doi = {10.1038/s41588-025-02480-z},
title = {GSM9358873},
year = {2026}
}Source: NCBI GEO ↗ · License: NCBI GEO policy ↗ · Reprocessed to SpatialData by SpatialData-DB