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Visium HD

Human ovary

visium-hd-three-prime-ovarian-cancer-fresh-frozen

silver Interactive viewer H&E clear cell adenocarcinoma No linked publication
Human ovary preview
print(sdata)
SpatialData object
├── Images
│     ├── 'Visium_HD_3prime_Human_Ovarian_Cancer_full_image': DataTree[cyx] (3, 53112, 83479), (3, 26556, 41739), (3, 13278, 20869), (3, 6639, 10434), (3, 3319, 5217)
│     ├── 'Visium_HD_3prime_Human_Ovarian_Cancer_hires_image': DataArray[cyx] (3, 3818, 6000)
│     └── 'Visium_HD_3prime_Human_Ovarian_Cancer_lowres_image': DataArray[cyx] (3, 382, 600)
├── Shapes
│     ├── 'Visium_HD_3prime_Human_Ovarian_Cancer_square_002um': GeoDataFrame shape: (7186414, 1) (2D shapes)
│     ├── 'Visium_HD_3prime_Human_Ovarian_Cancer_square_008um': GeoDataFrame shape: (451466, 1) (2D shapes)
│     ├── 'Visium_HD_3prime_Human_Ovarian_Cancer_square_016um': GeoDataFrame shape: (113518, 1) (2D shapes)
│     └── 'Visium_HD_3prime_Human_Ovarian_Cancer_square_016um_for_vitessce': GeoDataFrame shape: (113518, 2) (2D shapes)
└── Tables
      ├── 'square_002um': AnnData (7186414, 38606)
      ├── 'square_008um': AnnData (451466, 38606)
      └── 'square_016um': AnnData (113518, 38606)
with coordinate systems:
    ▸ 'Visium_HD_3prime_Human_Ovarian_Cancer', with elements:
        Visium_HD_3prime_Human_Ovarian_Cancer_full_image (Images), Visium_HD_3prime_Human_Ovarian_Cancer_hires_image (Images), Visium_HD_3prime_Human_Ovarian_Cancer_lowres_image (Images), Visium_HD_3prime_Human_Ovarian_Cancer_square_002um (Shapes), Visium_HD_3prime_Human_Ovarian_Cancer_square_008um (Shapes), Visium_HD_3prime_Human_Ovarian_Cancer_square_016um (Shapes), Visium_HD_3prime_Human_Ovarian_Cancer_square_016um_for_vitessce (Shapes)
    ▸ 'Visium_HD_3prime_Human_Ovarian_Cancer_downscaled_hires', with elements:
        Visium_HD_3prime_Human_Ovarian_Cancer_hires_image (Images), Visium_HD_3prime_Human_Ovarian_Cancer_square_002um (Shapes), Visium_HD_3prime_Human_Ovarian_Cancer_square_008um (Shapes), Visium_HD_3prime_Human_Ovarian_Cancer_square_016um (Shapes), Visium_HD_3prime_Human_Ovarian_Cancer_square_016um_for_vitessce (Shapes)
    ▸ 'Visium_HD_3prime_Human_Ovarian_Cancer_downscaled_lowres', with elements:
        Visium_HD_3prime_Human_Ovarian_Cancer_lowres_image (Images), Visium_HD_3prime_Human_Ovarian_Cancer_square_002um (Shapes), Visium_HD_3prime_Human_Ovarian_Cancer_square_008um (Shapes), Visium_HD_3prime_Human_Ovarian_Cancer_square_016um (Shapes), Visium_HD_3prime_Human_Ovarian_Cancer_square_016um_for_vitessce (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("9DDodDVUAeavydvo")   # 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/9DDodDVUAeavydvo

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 9DDodDVUAeavydvo
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["9DDodDVUAeavydvo0000"])[0]
ds.elements()                 # inspect without downloading
sdata = ds.load(lazy=False)   # copy to the local cache and open

Docs: finding & loading data →

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Metadata

Technology
Visium HD
Organism
human
Tissue
ovary
Condition
clear cell adenocarcinoma
Modality
RNA
Observations
451,466
Tier
silver
Chemistry
Visium HD v1
Magnification
40x
Resolution
83,479 × 53,112 px
mpp
0.274 µm/px
Size
12 GB
Sample ID
visium-hd-three-prime-ovarian-cancer-fresh-frozen
License
CC BY 4.0
Published
Jun 10, 2025

Cite this dataset

No linked publication found — please cite the data source: 10x Genomics ↗.

Source: 10x Genomics ↗ · License: CC BY 4.0 ↗ · Reprocessed to SpatialData by SpatialData-DB