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10x Xenium

Human ileum

GSM9345477

bronze Interactive viewer Crohn disease Provisional
Human ileum preview
print(sdata)
SpatialData object
├── Images
│     └── 'morphology_mip': DataTree[cyx] (1, 13705, 25616), (1, 6852, 12808), (1, 3426, 6404), (1, 1713, 3202), (1, 856, 1601)
├── Labels
│     ├── 'cell_labels': DataTree[yx] (13568, 25326), (6784, 12663), (3392, 6331), (1696, 3165), (848, 1582)
│     └── 'nucleus_labels': DataTree[yx] (13432, 25188), (6716, 12594), (3358, 6297), (1679, 3148), (839, 1574)
├── Points
│     └── 'transcripts': DataFrame with shape: (138165, 10) (3D points)
├── Shapes
│     ├── 'cell_boundaries': GeoDataFrame shape: (18573, 1) (2D shapes)
│     ├── 'cell_circles': GeoDataFrame shape: (18573, 2) (2D shapes)
│     └── 'nucleus_boundaries': GeoDataFrame shape: (18573, 1) (2D shapes)
└── Tables
      └── 'table': AnnData (18573, 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("PTwH3zhC92sOCBuM0000")
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("PTwH3zhC92sOCBuM")   # 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 PTwH3zhC92sOCBuM0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/PTwH3zhC92sOCBuM

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid PTwH3zhC92sOCBuM

License: NCBI GEO policy

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Metadata

Technology
10x Xenium
Organism
human
Tissue
ileum
Condition
Crohn disease
Modality
RNA
Observations (cells)
18,573
Transcripts
138,165
Tier
bronze
Size
199 MB
Sample ID
GSM9345477
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