Stereo-seq
Mouse skin of body
GSM9765778
bronze Interactive viewer Provisional
print(sdata)
SpatialData object
├── Shapes
│ ├── '1AEAAE6D1_tissue_cell_boundaries': GeoDataFrame shape: (24885, 1) (2D shapes)
│ ├── '1AEAAE6D1_tissue_cell_boundaries_for_vitessce': GeoDataFrame shape: (24885, 2) (2D shapes)
│ └── '1AEAAE6D1_tissue_square_025um': GeoDataFrame shape: (14007, 1) (2D shapes)
└── Tables
├── 'square_025um': AnnData (14007, 23946)
└── 'table': AnnData (24885, 24021)
with coordinate systems:
▸ 'global', with elements:
1AEAAE6D1_tissue_cell_boundaries (Shapes), 1AEAAE6D1_tissue_cell_boundaries_for_vitessce (Shapes), 1AEAAE6D1_tissue_square_025um (Shapes) Python · sddb client
from sddb import Catalog
ds = Catalog().dataset("QL3cTnUVohYxrn7F0000")
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("QL3cTnUVohYxrn7F") # 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 QL3cTnUVohYxrn7F0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/QL3cTnUVohYxrn7F
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid QL3cTnUVohYxrn7FLicense: NCBI GEO policy
Metadata
- Technology
- Stereo-seq
- Organism
- mouse
- Tissue
- skin of body
- Modality
- RNA
- Observations
- 24,885
- Tier
- bronze
- Size
- 50.0 MB
- Sample ID
- GSM9765778
- License
- NCBI GEO policy
- Published
- May 27, 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