Visium HD
Mouse tibia
GSM9046518
bronze Interactive viewer Provisional
print(sdata)
SpatialData object
├── Shapes
│ ├── 'GSM9046518_square_008um': GeoDataFrame shape: (330212, 1) (2D shapes)
│ └── 'GSM9046518_square_008um_for_vitessce': GeoDataFrame shape: (330212, 2) (2D shapes)
└── Tables
└── 'square_008um': AnnData (330212, 19070)
with coordinate systems:
▸ 'GSM9046518', with elements:
GSM9046518_square_008um (Shapes), GSM9046518_square_008um_for_vitessce (Shapes)
▸ 'GSM9046518_downscaled_hires', with elements:
GSM9046518_square_008um (Shapes), GSM9046518_square_008um_for_vitessce (Shapes)
▸ 'GSM9046518_downscaled_lowres', with elements:
GSM9046518_square_008um (Shapes), GSM9046518_square_008um_for_vitessce (Shapes) Python · sddb client
from sddb import Catalog
ds = Catalog().dataset("H30Pr8y4hXKPgZS40000")
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("H30Pr8y4hXKPgZS4") # 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 H30Pr8y4hXKPgZS40000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/H30Pr8y4hXKPgZS4
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid H30Pr8y4hXKPgZS4License: NCBI GEO policy
Metadata
- Technology
- Visium HD
- Vendor
- 10x Genomics
- Organism
- mouse
- Tissue
- tibia
- Modality
- RNA
- Observations (bins)
- 330,212
- Tier
- bronze
- Size
- 807 MB
- Sample ID
- GSM9046518
- License
- NCBI GEO policy
- Published
- Oct 21, 2025
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