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10x Xenium

Golden hamster brain

GSM10002162

silver Interactive viewer No linked publication
Golden hamster brain preview
print(sdata)
SpatialData object
├── Labels
│     ├── 'cell_labels': DataTree[yx] (111841, 54360), (55920, 27180), (27960, 13590), (13980, 6795), (6990, 3397)
│     └── 'nucleus_labels': DataTree[yx] (111803, 53922), (55901, 26961), (27950, 13480), (13975, 6740), (6987, 3370)
├── Points
│     └── 'transcripts': DataFrame with shape: (59771602, 13) (3D points)
├── Shapes
│     ├── 'cell_boundaries': GeoDataFrame shape: (486207, 1) (2D shapes)
│     ├── 'cell_circles': GeoDataFrame shape: (486207, 2) (2D shapes)
│     └── 'nucleus_boundaries': GeoDataFrame shape: (482863, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (486207, 100)
with coordinate systems:
    ▸ 'global', with elements:
        cell_labels (Labels), nucleus_labels (Labels), transcripts (Points), cell_boundaries (Shapes), cell_circles (Shapes), nucleus_boundaries (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("Da7YhdXSzg3UY7xj")   # 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
Load from the CLI
# one-shot: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/Da7YhdXSzg3UY7xj

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid Da7YhdXSzg3UY7xj
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["Da7YhdXSzg3UY7xj0000"])[0]
ds.elements()                 # inspect without downloading
sdata = ds.load(lazy=False)   # copy to the local cache and open

Docs: finding & loading data →

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Metadata

Technology
10x Xenium
Organism
golden hamster
Tissue
brain
Modality
RNA
Observations
486,207
Transcripts
59,771,602
Tier
silver
Size
1.7 GB
Sample ID
GSM10002162
License
NCBI GEO policy
Published
Sep 2, 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