Visium
Mouse pancreas
GSM7926973
bronze Interactive viewer H&E Provisional
print(sdata)
SpatialData object
├── Images
│ ├── 'GSM7926973_A46_hires_image': DataArray[cyx] (3, 2000, 1963)
│ └── 'GSM7926973_A46_lowres_image': DataArray[cyx] (3, 600, 589)
├── Shapes
│ └── 'GSM7926973_A46': GeoDataFrame shape: (4124, 2) (2D shapes)
└── Tables
└── 'table': AnnData (4124, 19465)
with coordinate systems:
▸ 'GSM7926973_A46', with elements:
GSM7926973_A46_hires_image (Images), GSM7926973_A46_lowres_image (Images), GSM7926973_A46 (Shapes)
▸ 'GSM7926973_A46_downscaled_hires', with elements:
GSM7926973_A46_hires_image (Images), GSM7926973_A46 (Shapes)
▸ 'GSM7926973_A46_downscaled_lowres', with elements:
GSM7926973_A46_lowres_image (Images), GSM7926973_A46 (Shapes) Load in Python
import lamindb as ln
db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("D4mgR3pTmX1YFtDt") # 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/D4mgR3pTmX1YFtDt
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid D4mgR3pTmX1YFtDt Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog
ds = Catalog().cohort(uids=["D4mgR3pTmX1YFtDt0000"])[0]
ds.elements() # inspect without downloading
sdata = ds.load(lazy=False) # copy to the local cache and openPart of collection
DNA methylation memory of acinar-ductal transition state altering Kras-downstream Pi3k and Rho GTPase signaling [spatial transcriptomics]→ 20 datasets · time course
Metadata
- Technology
- Visium
- Organism
- mouse
- Tissue
- pancreas
- Modality
- RNA
- Observations
- 4,124
- Tier
- bronze
- Chemistry
- Visium v1
- Magnification
- other
- Resolution
- 1,963 × 2,000 px
- mpp
- 3.479 µm/px
- Size
- 28 MB
- Sample ID
- GSM7926973
- License
- unknown
- Published
- Mar 10, 2025
Cite this dataset
No linked publication found — please cite the data source: NCBI GEO ↗.
Source: NCBI GEO ↗ · Reprocessed to SpatialData by SpatialData-DB