10x Xenium
Human rectum
GSM9736186
bronze Interactive viewer Crohn disease Provisional
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 13677, 20003), (1, 6838, 10001), (1, 3419, 5000), (1, 1709, 2500), (1, 854, 1250)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (11173, 17469), (5586, 8734), (2793, 4367), (1396, 2183), (698, 1091)
│ └── 'nucleus_labels': DataTree[yx] (11168, 19026), (5584, 9513), (2792, 4756), (1396, 2378), (698, 1189)
├── Points
│ └── 'transcripts': DataFrame with shape: (5854437, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (18758, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (18758, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (19502, 2) (2D shapes)
└── Tables
└── 'table': AnnData (18758, 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("0PWTBPP7oEIgp7AY0000")
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("0PWTBPP7oEIgp7AY") # 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 0PWTBPP7oEIgp7AY0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/0PWTBPP7oEIgp7AY
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 0PWTBPP7oEIgp7AYLicense: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- human
- Tissue
- rectum
- Condition
- Crohn disease
- Modality
- RNA
- Observations (cells)
- 18,758
- Transcripts
- 5,854,437
- Tier
- bronze
- Size
- 355 MB
- Sample ID
- GSM9736186
- License
- NCBI GEO policy
- Published
- Sep 3, 2026
Cite this dataset
doi.org/10.1126/science.aeh7112 ↗ BibTeX
@article{geo:GSM9736186,
doi = {10.1126/science.aeh7112},
title = {GSM9736186},
year = {2026}
}Source: NCBI GEO ↗ · License: NCBI GEO policy ↗ · Reprocessed to SpatialData by SpatialData-DB