Visium
Mouse thymus
GSM7823012
silver Interactive viewer H&E No linked publication
print(sdata)
SpatialData object
├── Images
│ ├── 'GSM7823012_LJ184_S_011_full_image': DataTree[cyx] (4, 8448, 8448), (4, 4224, 4224), (4, 2112, 2112), (4, 1056, 1056), (4, 528, 528)
│ ├── 'GSM7823012_LJ184_S_011_hires_image': DataArray[cyx] (3, 2000, 2000)
│ └── 'GSM7823012_LJ184_S_011_lowres_image': DataArray[cyx] (3, 600, 600)
├── Shapes
│ └── 'GSM7823012_LJ184_S_011': GeoDataFrame shape: (841, 2) (2D shapes)
└── Tables
└── 'table': AnnData (841, 32285)
with coordinate systems:
▸ 'GSM7823012_LJ184_S_011', with elements:
GSM7823012_LJ184_S_011_full_image (Images), GSM7823012_LJ184_S_011_hires_image (Images), GSM7823012_LJ184_S_011_lowres_image (Images), GSM7823012_LJ184_S_011 (Shapes)
▸ 'GSM7823012_LJ184_S_011_downscaled_hires', with elements:
GSM7823012_LJ184_S_011_hires_image (Images), GSM7823012_LJ184_S_011 (Shapes)
▸ 'GSM7823012_LJ184_S_011_downscaled_lowres', with elements:
GSM7823012_LJ184_S_011_lowres_image (Images), GSM7823012_LJ184_S_011 (Shapes) Load in Python
import lamindb as ln
db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("Cmi1vS2b40oEy4k0") # 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/Cmi1vS2b40oEy4k0
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid Cmi1vS2b40oEy4k0 Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog
ds = Catalog().cohort(uids=["Cmi1vS2b40oEy4k00000"])[0]
ds.elements() # inspect without downloading
sdata = ds.load(lazy=False) # copy to the local cache and openPart of collection
Recirculating regulatory T cells mediate thymic regeneration [visium]→ 6 datasets · time course
Metadata
- Technology
- Visium
- Organism
- mouse
- Tissue
- thymus
- Modality
- RNA
- Observations
- 841
- Tier
- silver
- Chemistry
- Visium v1
- Resolution
- 2,000 × 2,000 px
- mpp
- 3.452 µm/px
- Size
- 52 MB
- Sample ID
- GSM7823012
- License
- unknown
- Published
- Feb 5, 2025
Cite this dataset
No linked publication found — please cite the data source: NCBI GEO ↗.
Source: NCBI GEO ↗ · Reprocessed to SpatialData by SpatialData-DB