10x Xenium
Mouse lung
GSM9694504
bronze Interactive viewer cryptococcosis Provisional
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 40839, 39812), (1, 20419, 19906), (1, 10209, 9953), (1, 5104, 4976), (1, 2552, 2488)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (39297, 38929), (19648, 19464), (9824, 9732), (4912, 4866), (2456, 2433)
│ └── 'nucleus_labels': DataTree[yx] (38656, 38839), (19328, 19419), (9664, 9709), (4832, 4854), (2416, 2427)
├── Points
│ └── 'transcripts': DataFrame with shape: (31141287, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (81449, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (81449, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (78091, 2) (2D shapes)
└── Tables
└── 'table': AnnData (81449, 5052)
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("gRDfQtLBLsmSrkjh0000")
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("gRDfQtLBLsmSrkjh") # 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 gRDfQtLBLsmSrkjh0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/gRDfQtLBLsmSrkjh
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid gRDfQtLBLsmSrkjhLicense: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- mouse
- Tissue
- lung
- Condition
- cryptococcosis
- Modality
- RNA
- Observations (cells)
- 81,449
- Transcripts
- 31,141,287
- Tier
- bronze
- Size
- 2.3 GB
- Sample ID
- GSM9694504
- License
- NCBI GEO policy
- Published
- Jun 29, 2026
Cite this dataset
doi.org/10.1038/s41467-026-73516-z ↗ BibTeX
@article{geo:GSM9694504,
doi = {10.1038/s41467-026-73516-z},
title = {GSM9694504},
year = {2026}
}Source: NCBI GEO ↗ · License: NCBI GEO policy ↗ · Reprocessed to SpatialData by SpatialData-DB