Visium
Human hypothalamus
GSM8594574
silver H&E No linked publication
print(sdata)
SpatialData object
├── Images
│ ├── 'GSM8594574_V13M13-362_A1_hires_image': DataArray[cyx] (3, 2000, 1974)
│ └── 'GSM8594574_V13M13-362_A1_lowres_image': DataArray[cyx] (3, 600, 592)
├── Shapes
│ └── 'GSM8594574_V13M13-362_A1': GeoDataFrame shape: (4929, 2) (2D shapes)
└── Tables
└── 'table': AnnData (4929, 36601)
with coordinate systems:
▸ 'GSM8594574_V13M13-362_A1', with elements:
GSM8594574_V13M13-362_A1_hires_image (Images), GSM8594574_V13M13-362_A1_lowres_image (Images), GSM8594574_V13M13-362_A1 (Shapes)
▸ 'GSM8594574_V13M13-362_A1_downscaled_hires', with elements:
GSM8594574_V13M13-362_A1_hires_image (Images), GSM8594574_V13M13-362_A1 (Shapes)
▸ 'GSM8594574_V13M13-362_A1_downscaled_lowres', with elements:
GSM8594574_V13M13-362_A1_lowres_image (Images), GSM8594574_V13M13-362_A1 (Shapes) Load in Python
import lamindb as ln
db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("SClMbEHMurpDjV6C") # 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/SClMbEHMurpDjV6C
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid SClMbEHMurpDjV6C Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog
ds = Catalog().cohort(uids=["SClMbEHMurpDjV6C0001"])[0]
ds.elements() # inspect without downloading
sdata = ds.load(lazy=False) # copy to the local cache and openPart of collection
Spatially-resolved molecular sex differences at single cell resolution in the adult human hypothalamus→ 10 datasets · other
Metadata
- Technology
- Visium
- Organism
- human
- Tissue
- hypothalamus
- Modality
- RNA
- Observations
- 4,929
- Tier
- silver
- Chemistry
- Visium v1
- Resolution
- 1,974 × 2,000 px
- mpp
- 3.947 µm/px
- Size
- 35 MB
- Sample ID
- GSM8594574
- License
- unknown
- Published
- Dec 3, 2024
Cite this dataset
No linked publication found — please cite the data source: NCBI GEO ↗.
Source: NCBI GEO ↗ · Reprocessed to SpatialData by SpatialData-DB