Visium
Mouse esophagus
GSM8385442
bronze Interactive viewer H&E Provisional
print(sdata)
SpatialData object
├── Images
│ ├── 'GSM8385442_E13_5_hires_image': DataArray[cyx] (3, 1828, 2000)
│ └── 'GSM8385442_E13_5_lowres_image': DataArray[cyx] (3, 549, 600)
├── Shapes
│ └── 'GSM8385442_E13_5': GeoDataFrame shape: (3228, 2) (2D shapes)
└── Tables
└── 'table': AnnData (3228, 32285)
with coordinate systems:
▸ 'GSM8385442_E13_5', with elements:
GSM8385442_E13_5_hires_image (Images), GSM8385442_E13_5_lowres_image (Images), GSM8385442_E13_5 (Shapes)
▸ 'GSM8385442_E13_5_downscaled_hires', with elements:
GSM8385442_E13_5_hires_image (Images), GSM8385442_E13_5 (Shapes)
▸ 'GSM8385442_E13_5_downscaled_lowres', with elements:
GSM8385442_E13_5_lowres_image (Images), GSM8385442_E13_5 (Shapes) Load in Python
import lamindb as ln
db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("M12MNh2GjFdTXU3g") # 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/M12MNh2GjFdTXU3g
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid M12MNh2GjFdTXU3g Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog
ds = Catalog().cohort(uids=["M12MNh2GjFdTXU3g0000"])[0]
ds.elements() # inspect without downloading
sdata = ds.load(lazy=False) # copy to the local cache and openPart of collection
Lgr5 Marks Stem/Progenitor Cells Contributing to Epithelial and Muscle Development in the Mouse Esophagus→ 4 datasets · time course
Metadata
- Technology
- Visium
- Organism
- mouse
- Tissue
- esophagus
- Modality
- RNA
- Observations
- 3,228
- Tier
- bronze
- Chemistry
- Visium v1
- Resolution
- 2,000 × 1,828 px
- mpp
- 3.960 µm/px
- Size
- 74 MB
- Sample ID
- GSM8385442
- License
- unknown
- Published
- Jul 22, 2024
Cite this dataset
No linked publication found — please cite the data source: NCBI GEO ↗.
Source: NCBI GEO ↗ · Reprocessed to SpatialData by SpatialData-DB