Visium HD
Human kidney
visium-hd-cytassist-gene-expression-libraries-human-kidney-ffpe
silver Interactive viewer H&E No linked publication
print(sdata)
SpatialData object
├── Images
│ ├── 'Visium_HD_Human_Kidney_FFPE_full_image': DataTree[cyx] (3, 43999, 32674), (3, 21999, 16337), (3, 10999, 8168), (3, 5499, 4084), (3, 2749, 2042)
│ ├── 'Visium_HD_Human_Kidney_FFPE_hires_image': DataArray[cyx] (3, 6000, 4456)
│ └── 'Visium_HD_Human_Kidney_FFPE_lowres_image': DataArray[cyx] (3, 600, 446)
├── Shapes
│ ├── 'Visium_HD_Human_Kidney_FFPE_square_002um': GeoDataFrame shape: (10651343, 1) (2D shapes)
│ ├── 'Visium_HD_Human_Kidney_FFPE_square_008um': GeoDataFrame shape: (666694, 1) (2D shapes)
│ ├── 'Visium_HD_Human_Kidney_FFPE_square_016um': GeoDataFrame shape: (166813, 1) (2D shapes)
│ └── 'Visium_HD_Human_Kidney_FFPE_square_016um_for_vitessce': GeoDataFrame shape: (166813, 2) (2D shapes)
└── Tables
├── 'square_002um': AnnData (10651343, 18085)
├── 'square_008um': AnnData (666694, 18085)
└── 'square_016um': AnnData (166813, 18085)
with coordinate systems:
▸ 'Visium_HD_Human_Kidney_FFPE', with elements:
Visium_HD_Human_Kidney_FFPE_full_image (Images), Visium_HD_Human_Kidney_FFPE_hires_image (Images), Visium_HD_Human_Kidney_FFPE_lowres_image (Images), Visium_HD_Human_Kidney_FFPE_square_002um (Shapes), Visium_HD_Human_Kidney_FFPE_square_008um (Shapes), Visium_HD_Human_Kidney_FFPE_square_016um (Shapes), Visium_HD_Human_Kidney_FFPE_square_016um_for_vitessce (Shapes)
▸ 'Visium_HD_Human_Kidney_FFPE_downscaled_hires', with elements:
Visium_HD_Human_Kidney_FFPE_hires_image (Images), Visium_HD_Human_Kidney_FFPE_square_002um (Shapes), Visium_HD_Human_Kidney_FFPE_square_008um (Shapes), Visium_HD_Human_Kidney_FFPE_square_016um (Shapes), Visium_HD_Human_Kidney_FFPE_square_016um_for_vitessce (Shapes)
▸ 'Visium_HD_Human_Kidney_FFPE_downscaled_lowres', with elements:
Visium_HD_Human_Kidney_FFPE_lowres_image (Images), Visium_HD_Human_Kidney_FFPE_square_002um (Shapes), Visium_HD_Human_Kidney_FFPE_square_008um (Shapes), Visium_HD_Human_Kidney_FFPE_square_016um (Shapes), Visium_HD_Human_Kidney_FFPE_square_016um_for_vitessce (Shapes) Python · sddb client
from sddb import Catalog
ds = Catalog().dataset("oWD2mDdy8wgDiuhK0000")
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("oWD2mDdy8wgDiuhK") # 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 oWD2mDdy8wgDiuhK0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/oWD2mDdy8wgDiuhK
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid oWD2mDdy8wgDiuhKLicense: CC BY 4.0
Metadata
- Technology
- Visium HD
- Organism
- human
- Tissue
- kidney
- Modality
- RNA
- Observations (bins)
- 666,694
- Tier
- silver
- Chemistry
- Visium HD v1
- Magnification
- 40x
- Resolution
- 32,674 × 43,999 px
- mpp
- 0.274 µm/px
- Size
- 5.5 GB
- Sample ID
- visium-hd-cytassist-gene-expression-libraries-human-kidney-ffpe
- License
- CC BY 4.0
- Published
- Mar 6, 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