10x Xenium
Human rectum
GSM9345481
bronze Interactive viewer Crohn disease Provisional
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 30671, 34119), (1, 15335, 17059), (1, 7667, 8529), (1, 3833, 4264), (1, 1916, 2132)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (28535, 33298), (14267, 16649), (7133, 8324), (3566, 4162), (1783, 2081)
│ └── 'nucleus_labels': DataTree[yx] (28395, 33159), (14197, 16579), (7098, 8289), (3549, 4144), (1774, 2072)
├── Points
│ └── 'transcripts': DataFrame with shape: (1460926, 10) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (37372, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (37372, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (37372, 1) (2D shapes)
└── Tables
└── 'table': AnnData (37372, 377)
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("2dpaTIMXDLvYeJx00000")
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("2dpaTIMXDLvYeJx0") # 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 2dpaTIMXDLvYeJx00000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/2dpaTIMXDLvYeJx0
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 2dpaTIMXDLvYeJx0License: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- human
- Tissue
- rectum
- Condition
- Crohn disease
- Modality
- RNA
- Observations (cells)
- 37,372
- Transcripts
- 1,460,926
- Tier
- bronze
- Size
- 478 MB
- Sample ID
- GSM9345481
- License
- NCBI GEO policy
- Published
- Mar 13, 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