Visium
Dog cephalic vein
GSM8189155
silver H&E No linked publication
print(sdata)
SpatialData object
├── Images
│ ├── 'GSM8189155_C3-ST2_hires_image': DataArray[cyx] (3, 1334, 2000)
│ └── 'GSM8189155_C3-ST2_lowres_image': DataArray[cyx] (3, 400, 600)
├── Shapes
│ └── 'GSM8189155_C3-ST2': GeoDataFrame shape: (725, 2) (2D shapes)
└── Tables
└── 'table': AnnData (725, 35555)
with coordinate systems:
▸ 'GSM8189155_C3-ST2', with elements:
GSM8189155_C3-ST2_hires_image (Images), GSM8189155_C3-ST2_lowres_image (Images), GSM8189155_C3-ST2 (Shapes)
▸ 'GSM8189155_C3-ST2_downscaled_hires', with elements:
GSM8189155_C3-ST2_hires_image (Images), GSM8189155_C3-ST2 (Shapes)
▸ 'GSM8189155_C3-ST2_downscaled_lowres', with elements:
GSM8189155_C3-ST2_lowres_image (Images), GSM8189155_C3-ST2 (Shapes) Load in Python
import lamindb as ln
db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("EPulpplZIqL85yAV") # 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/EPulpplZIqL85yAV
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid EPulpplZIqL85yAV Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog
ds = Catalog().cohort(uids=["EPulpplZIqL85yAV0000"])[0]
ds.elements() # inspect without downloading
sdata = ds.load(lazy=False) # copy to the local cache and openMetadata
- Technology
- Visium
- Organism
- dog
- Tissue
- cephalic vein
- Modality
- RNA
- Observations
- 725
- Tier
- silver
- Chemistry
- Visium v1
- Resolution
- 2,000 × 1,334 px
- mpp
- 5.529 µm/px
- Size
- 4.1 MB
- Sample ID
- GSM8189155
- License
- unknown
- Published
- May 29, 2024
Cite this dataset
No linked publication found — please cite the data source: NCBI GEO ↗.
Source: NCBI GEO ↗ · Reprocessed to SpatialData by SpatialData-DB