Visium HD
Human bone element
GSM9555997
bronze Interactive viewer H&E Ewing sarcoma Provisional
print(sdata)
SpatialData object
├── Images
│ ├── 'GSM9555997_015_pre_hires_image': DataArray[cyx] (3, 2805, 6000)
│ └── 'GSM9555997_015_pre_lowres_image': DataArray[cyx] (3, 281, 600)
├── Shapes
│ ├── 'GSM9555997_015_pre_square_008um': GeoDataFrame shape: (26164, 1) (2D shapes)
│ └── 'GSM9555997_015_pre_square_008um_for_vitessce': GeoDataFrame shape: (26164, 2) (2D shapes)
└── Tables
└── 'square_008um': AnnData (26164, 18085)
with coordinate systems:
▸ 'GSM9555997_015_pre', with elements:
GSM9555997_015_pre_hires_image (Images), GSM9555997_015_pre_lowres_image (Images), GSM9555997_015_pre_square_008um (Shapes), GSM9555997_015_pre_square_008um_for_vitessce (Shapes)
▸ 'GSM9555997_015_pre_downscaled_hires', with elements:
GSM9555997_015_pre_hires_image (Images), GSM9555997_015_pre_square_008um (Shapes), GSM9555997_015_pre_square_008um_for_vitessce (Shapes)
▸ 'GSM9555997_015_pre_downscaled_lowres', with elements:
GSM9555997_015_pre_lowres_image (Images), GSM9555997_015_pre_square_008um (Shapes), GSM9555997_015_pre_square_008um_for_vitessce (Shapes) Load in Python
import lamindb as ln
db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("hd32fl2yvDCWYQAI") # 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/hd32fl2yvDCWYQAI
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid hd32fl2yvDCWYQAI Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog
ds = Catalog().cohort(uids=["hd32fl2yvDCWYQAI0000"])[0]
ds.elements() # inspect without downloading
sdata = ds.load(lazy=False) # copy to the local cache and openMetadata
- Technology
- Visium HD
- Organism
- human
- Tissue
- bone element
- Condition
- Ewing sarcoma
- Modality
- RNA
- Observations
- 26,164
- Tier
- bronze
- Resolution
- 6,000 × 2,805 px
- mpp
- 5.081 µm/px
- Size
- 28 MB
- Sample ID
- GSM9555997
- License
- unknown
- Published
- Mar 2, 2026
Cite this dataset
No linked publication found — please cite the data source: NCBI GEO ↗.
Source: NCBI GEO ↗ · Reprocessed to SpatialData by SpatialData-DB