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Visium

Human mouth

GSM6833486

silver Interactive viewer H&E oral cavity squamous cell carcinoma No linked publication
Human mouth preview
print(sdata)
SpatialData object
├── Images
│     └── 'GSM6833486_Patient3_hires_image': DataArray[cyx] (3, 1984, 2000)
├── Shapes
│     └── 'GSM6833486_Patient3': GeoDataFrame shape: (4514, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (4514, 36601)
with coordinate systems:
    ▸ 'GSM6833486_Patient3', with elements:
        GSM6833486_Patient3_hires_image (Images), GSM6833486_Patient3 (Shapes)
    ▸ 'GSM6833486_Patient3_downscaled_hires', with elements:
        GSM6833486_Patient3_hires_image (Images), GSM6833486_Patient3 (Shapes)
    ▸ 'GSM6833486_Patient3_downscaled_lowres', with elements:
        GSM6833486_Patient3 (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("c7cqcQlhh5AUpp0x0000")
ds.elements()          # inspect without downloading
sdata = ds.to_sdata()  # cached locally, reused
print(sdata)
Python · lamindb

Needs pip install lamindb and network access to the Lamin database, which is limited during the alpha. If it fails, use the Client tab.

import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("c7cqcQlhh5AUpp0x")   # stem uid: Lamin resolves it to the 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
Shell
# sddb client: download the .zarr into data/
sddb-cli download c7cqcQlhh5AUpp0x0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/c7cqcQlhh5AUpp0x

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid c7cqcQlhh5AUpp0x

License: NCBI GEO policy

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Metadata

Technology
Visium
Organism
human
Tissue
mouth
Condition
oral cavity squamous cell carcinoma
Modality
RNA
Observations (spots)
4,514
Tier
silver
Chemistry
Visium v1
Resolution
2,000 × 1,984 px
mpp
3.582 µm/px
Size
46.0 MB
Sample ID
GSM6833486
License
NCBI GEO policy
Published
Mar 5, 2024

Cite this dataset

No linked publication found — please cite the data source: NCBI GEO ↗.

Source: NCBI GEO ↗ · License: NCBI GEO policy ↗ · Reprocessed to SpatialData by SpatialData-DB