Visium
Human ilium
GSM8618662
bronze Interactive viewer Provisional
print(sdata)
SpatialData object
├── Images
│ ├── 'GSM8618662_53-08_29271_hires_image': DataArray[cyx] (4, 1500, 2000)
│ └── 'GSM8618662_53-08_29271_lowres_image': DataArray[cyx] (4, 450, 600)
├── Shapes
│ └── 'GSM8618662_53-08_29271': GeoDataFrame shape: (329, 2) (2D shapes)
└── Tables
└── 'table': AnnData (329, 36601)
with coordinate systems:
▸ 'GSM8618662_53-08_29271', with elements:
GSM8618662_53-08_29271_hires_image (Images), GSM8618662_53-08_29271_lowres_image (Images), GSM8618662_53-08_29271 (Shapes)
▸ 'GSM8618662_53-08_29271_downscaled_hires', with elements:
GSM8618662_53-08_29271_hires_image (Images), GSM8618662_53-08_29271 (Shapes)
▸ 'GSM8618662_53-08_29271_downscaled_lowres', with elements:
GSM8618662_53-08_29271_lowres_image (Images), GSM8618662_53-08_29271 (Shapes) Load in Python
import lamindb as ln
db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("DP0V4TFIuNqSRqpR") # 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/DP0V4TFIuNqSRqpR
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid DP0V4TFIuNqSRqpR Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog
ds = Catalog().cohort(uids=["DP0V4TFIuNqSRqpR0000"])[0]
ds.elements() # inspect without downloading
sdata = ds.load(lazy=False) # copy to the local cache and openPart of collection
single-cell multiomics data for the developing human pelvic girdle [spatial]→ 28 datasets · replicates
Metadata
- Technology
- Visium
- Organism
- human
- Tissue
- ilium
- Modality
- RNA
- Observations
- 329
- Tier
- bronze
- Chemistry
- Visium v1
- Size
- 11 MB
- Sample ID
- GSM8618662
- License
- unknown
- Published
- Jul 4, 2025
Cite this dataset
No linked publication found — please cite the data source: NCBI GEO ↗.
Source: NCBI GEO ↗ · Reprocessed to SpatialData by SpatialData-DB