Visium
Dog cephalic vein
GSM8189151
silver Interactive viewer H&E No linked publication
print(sdata)
SpatialData object
├── Images
│ ├── 'GSM8189151_C1-ST3_hires_image': DataArray[cyx] (3, 1133, 2000)
│ └── 'GSM8189151_C1-ST3_lowres_image': DataArray[cyx] (3, 340, 600)
├── Shapes
│ └── 'GSM8189151_C1-ST3': GeoDataFrame shape: (968, 2) (2D shapes)
└── Tables
└── 'table': AnnData (968, 35555)
with coordinate systems:
▸ 'GSM8189151_C1-ST3', with elements:
GSM8189151_C1-ST3_hires_image (Images), GSM8189151_C1-ST3_lowres_image (Images), GSM8189151_C1-ST3 (Shapes)
▸ 'GSM8189151_C1-ST3_downscaled_hires', with elements:
GSM8189151_C1-ST3_hires_image (Images), GSM8189151_C1-ST3 (Shapes)
▸ 'GSM8189151_C1-ST3_downscaled_lowres', with elements:
GSM8189151_C1-ST3_lowres_image (Images), GSM8189151_C1-ST3 (Shapes) Python · sddb client
from sddb import Catalog
ds = Catalog().dataset("KlOvtYTuoRK96p6M0000")
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("KlOvtYTuoRK96p6M") # 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 KlOvtYTuoRK96p6M0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/KlOvtYTuoRK96p6M
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid KlOvtYTuoRK96p6MLicense: NCBI GEO policy
Metadata
- Technology
- Visium
- Organism
- dog
- Tissue
- cephalic vein
- Modality
- RNA
- Observations (spots)
- 968
- Tier
- silver
- Chemistry
- Visium v1
- Resolution
- 2,000 × 1,133 px
- mpp
- 6.243 µm/px
- Size
- 6.9 MB
- Sample ID
- GSM8189151
- License
- NCBI GEO policy
- Published
- May 29, 2024
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