Visium
Mouse breast
GSM9042306
silver Interactive viewer H&E breast carcinoma No linked publication
print(sdata)
SpatialData object
├── Images
│ └── 'GSM9042306_20220401-1_2_hires_image': DataArray[cyx] (3, 2000, 2000)
├── Shapes
│ └── 'GSM9042306_20220401-1_2': GeoDataFrame shape: (925, 2) (2D shapes)
└── Tables
└── 'table': AnnData (925, 19465)
with coordinate systems:
▸ 'GSM9042306_20220401-1_2', with elements:
GSM9042306_20220401-1_2_hires_image (Images), GSM9042306_20220401-1_2 (Shapes)
▸ 'GSM9042306_20220401-1_2_downscaled_hires', with elements:
GSM9042306_20220401-1_2_hires_image (Images), GSM9042306_20220401-1_2 (Shapes)
▸ 'GSM9042306_20220401-1_2_downscaled_lowres', with elements:
GSM9042306_20220401-1_2 (Shapes) Load in Python
import lamindb as ln
db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("5Wfe6lXJVnP77FsD") # 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/5Wfe6lXJVnP77FsD
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 5Wfe6lXJVnP77FsD Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog
ds = Catalog().cohort(uids=["5Wfe6lXJVnP77FsD0000"])[0]
ds.elements() # inspect without downloading
sdata = ds.load(lazy=False) # copy to the local cache and openPart of collection
Spatiotemporal organisation of residual disease in mouse and human BRCA1-deficient mammary tumors and breast cancer→ 36 datasets · comparison
Metadata
- Technology
- Visium
- Organism
- mouse
- Tissue
- breast
- Condition
- breast carcinoma
- Modality
- RNA
- Observations
- 925
- Tier
- silver
- Chemistry
- Visium v1
- Magnification
- other
- Resolution
- 2,000 × 2,000 px
- mpp
- 3.447 µm/px
- Size
- 22 MB
- Sample ID
- GSM9042306
- License
- unknown
- Published
- Jun 19, 2025
Cite this dataset
No linked publication found — please cite the data source: NCBI GEO ↗.
Source: NCBI GEO ↗ · Reprocessed to SpatialData by SpatialData-DB