Visium
Mouse thymus
GSM7823011
silver Interactive viewer H&E No linked publication
print(sdata)
SpatialData object
├── Images
│ ├── 'GSM7823011_LJ184_S_021_full_image': DataTree[cyx] (3, 8448, 8192), (3, 4224, 4096), (3, 2112, 2048), (3, 1056, 1024), (3, 528, 512)
│ ├── 'GSM7823011_LJ184_S_021_hires_image': DataArray[cyx] (3, 2000, 1940)
│ └── 'GSM7823011_LJ184_S_021_lowres_image': DataArray[cyx] (3, 600, 582)
├── Shapes
│ └── 'GSM7823011_LJ184_S_021': GeoDataFrame shape: (1815, 2) (2D shapes)
└── Tables
└── 'table': AnnData (1815, 32285)
with coordinate systems:
▸ 'GSM7823011_LJ184_S_021', with elements:
GSM7823011_LJ184_S_021_full_image (Images), GSM7823011_LJ184_S_021_hires_image (Images), GSM7823011_LJ184_S_021_lowres_image (Images), GSM7823011_LJ184_S_021 (Shapes)
▸ 'GSM7823011_LJ184_S_021_downscaled_hires', with elements:
GSM7823011_LJ184_S_021_hires_image (Images), GSM7823011_LJ184_S_021 (Shapes)
▸ 'GSM7823011_LJ184_S_021_downscaled_lowres', with elements:
GSM7823011_LJ184_S_021_lowres_image (Images), GSM7823011_LJ184_S_021 (Shapes) Load in Python
import lamindb as ln
db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("NhpEUXZ5lMt1i1Ax") # 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/NhpEUXZ5lMt1i1Ax
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid NhpEUXZ5lMt1i1Ax Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog
ds = Catalog().cohort(uids=["NhpEUXZ5lMt1i1Ax0000"])[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
- 1,815
- Tier
- silver
- Chemistry
- Visium v1
- Resolution
- 8,192 × 8,448 px
- mpp
- 0.818 µm/px
- Size
- 104 MB
- Sample ID
- GSM7823011
- 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