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Visium

Rat hindlimb

10x Genomics Visium spatial transcriptomics dataset for rat hindlimb allograft, sample R8 (R8)

bronze Interactive viewer H&E Provisional
Visium
print(sdata)
SpatialData object
├── Images
│     ├── 'sddb_de7vftr3os_hires_image': DataArray[cyx] (3, 1841, 2000)
│     └── 'sddb_de7vftr3os_lowres_image': DataArray[cyx] (3, 553, 600)
├── Shapes
│     └── 'sddb_de7vftr3os': GeoDataFrame shape: (3533, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (3533, 25627)
with coordinate systems:
    ▸ 'sddb_de7vftr3os', with elements:
        sddb_de7vftr3os_hires_image (Images), sddb_de7vftr3os_lowres_image (Images), sddb_de7vftr3os (Shapes)
    ▸ 'sddb_de7vftr3os_downscaled_hires', with elements:
        sddb_de7vftr3os_hires_image (Images), sddb_de7vftr3os (Shapes)
    ▸ 'sddb_de7vftr3os_downscaled_lowres', with elements:
        sddb_de7vftr3os_lowres_image (Images), sddb_de7vftr3os (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("PCa2zoWigImvxf1e0000")
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("PCa2zoWigImvxf1e")   # 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 PCa2zoWigImvxf1e0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/PCa2zoWigImvxf1e

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid PCa2zoWigImvxf1e

License: CC BY 4.0

View on Lamin ↗ Open in Vitessce ↗ Flag a data issue
Part of collection
figshare-34557231→
1 datasets · publication

Metadata

Technology
Visium
Vendor
10x Genomics
Organism
rat
Tissue
hindlimb
Modality
RNA
Observations (spots)
3,533
Tier
bronze
Chemistry
Visium v1
Resolution
2,000 × 1,841 px
mpp
4.078 µm/px
Size
37.6 MB
Sample ID
34557231:R8
License
CC BY 4.0
Published
Oct 15, 2026

Cite this dataset

doi.org/10.6084/m9.figshare.34557231.v1 ↗
BibTeX
@article{figshare:34557231,
  doi = {10.6084/m9.figshare.34557231.v1},
  title = {10x Genomics Visium spatial transcriptomics dataset for rat hindlimb allograft, sample R8 (R8)},
  year = {2026}
}

Source: figshare.com ↗ · License: CC BY 4.0 ↗ · Reprocessed to SpatialData by SpatialData-DB