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Visium

Human heart

human-heart-1-standard-1-1-0

silver Interactive viewer H&E No linked publication
Human heart preview
print(sdata)
SpatialData object
├── Images
│     ├── 'V1_Human_Heart_full_image': DataTree[cyx] (3, 13332, 13332), (3, 6666, 6666), (3, 3333, 3333), (3, 1666, 1666), (3, 833, 833)
│     ├── 'V1_Human_Heart_hires_image': DataArray[cyx] (3, 2000, 2000)
│     └── 'V1_Human_Heart_lowres_image': DataArray[cyx] (3, 600, 600)
├── Shapes
│     └── 'V1_Human_Heart': GeoDataFrame shape: (4247, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (4247, 36601)
with coordinate systems:
    ▸ 'V1_Human_Heart', with elements:
        V1_Human_Heart_full_image (Images), V1_Human_Heart_hires_image (Images), V1_Human_Heart_lowres_image (Images), V1_Human_Heart (Shapes)
    ▸ 'V1_Human_Heart_downscaled_hires', with elements:
        V1_Human_Heart_hires_image (Images), V1_Human_Heart (Shapes)
    ▸ 'V1_Human_Heart_downscaled_lowres', with elements:
        V1_Human_Heart_lowres_image (Images), V1_Human_Heart (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("W508dksHCzZ4xHos0000")
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("W508dksHCzZ4xHos")   # 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 W508dksHCzZ4xHos0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/W508dksHCzZ4xHos

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid W508dksHCzZ4xHos

License: CC BY 4.0

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Metadata

Technology
Visium
Organism
human
Tissue
heart
Modality
RNA
Observations (spots)
4,247
Tier
silver
Chemistry
Visium v1
Resolution
13,332 × 13,332 px
mpp
0.615 µm/px
Size
441 MB
Sample ID
human-heart-1-standard-1-1-0
License
CC BY 4.0
Published
Jun 23, 2020

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