10x Xenium
Mouse skin of body
GSM9524134
silver Interactive viewer melanoma No linked publication
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 13763, 39797), (1, 6881, 19898), (1, 3440, 9949), (1, 1720, 4974), (1, 860, 2487)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (13558, 38931), (6779, 19465), (3389, 9732), (1694, 4866), (847, 2433)
│ └── 'nucleus_labels': DataTree[yx] (13391, 38270), (6695, 19135), (3347, 9567), (1673, 4783), (836, 2391)
├── Points
│ └── 'transcripts': DataFrame with shape: (25193467, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (101770, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (101770, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (101603, 2) (2D shapes)
└── Tables
└── 'table': AnnData (101770, 407)
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) Load in Python
import lamindb as ln
db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("qHYmpBcBxcWsSZeq") # 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/qHYmpBcBxcWsSZeq
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid qHYmpBcBxcWsSZeq Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog
ds = Catalog().cohort(uids=["qHYmpBcBxcWsSZeq0000"])[0]
ds.elements() # inspect without downloading
sdata = ds.load(lazy=False) # copy to the local cache and openMetadata
- Technology
- 10x Xenium
- Organism
- mouse
- Tissue
- skin of body
- Condition
- melanoma
- Modality
- RNA
- Observations
- 101,770
- Transcripts
- 25,193,467
- Tier
- silver
- Size
- 1.1 GB
- Sample ID
- GSM9524134
- License
- unknown
- Published
- Sep 18, 2026
Cite this dataset
No linked publication found — please cite the data source: NCBI GEO ↗.
Source: NCBI GEO ↗ · Reprocessed to SpatialData by SpatialData-DB