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Visium

Mouse spinal cord

NCBI444

silver Interactive viewer H&E ✓ Verified publication
Mouse spinal cord preview
print(sdata)
SpatialData object
├── Images
│     └── 'NCBI444_full_image': DataTree[cyx] (3, 11981, 11792), (3, 5990, 5896), (3, 2995, 2948), (3, 1497, 1474)
├── Shapes
│     └── 'NCBI444_spots': GeoDataFrame shape: (710, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (710, 21987)
with coordinate systems:
    ▸ 'global', with elements:
        NCBI444_full_image (Images), NCBI444_spots (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("2MMoD7aMcZYVIvcy")   # 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/2MMoD7aMcZYVIvcy

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 2MMoD7aMcZYVIvcy
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["2MMoD7aMcZYVIvcy0000"])[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
Organism
mouse
Tissue
spinal cord
Modality
RNA
Observations
710
Tier
silver
Chemistry
Visium v1
Resolution
11,792 × 11,981 px
mpp
0.689 µm/px
Size
273 MB
Sample ID
NCBI444
License
CC BY-NC-SA 4.0 NonCommercial
Published
Jun 20, 2022

Cite this dataset

doi.org/10.1038/s41586-022-05385-7 ↗
BibTeX
@article{Kathe_2022,
  title = {The neurons that restore walking after paralysis},
  volume = {611},
  ISSN = {1476-4687},
  url = {http://dx.doi.org/10.1038/s41586-022-05385-7},
  DOI = {10.1038/s41586-022-05385-7},
  number = {7936},
  journal = {Nature},
  publisher = {Springer Science and Business Media LLC},
  author = {Kathe, Claudia and Skinnider, Michael A. and Hutson, Thomas H. and Regazzi, Nicola and Gautier, Matthieu and Demesmaeker, Robin and Komi, Salif and Ceto, Steven and James, Nicholas D. and Cho, Newton and Baud, Laetitia and Galan, Katia and Matson, Kaya J. E. and Rowald, Andreas and Kim, Kyungjin and Wang, Ruijia and Minassian, Karen and Prior, John O. and Asboth, Leonie and Barraud, Quentin and Lacour, Stéphanie P. and Levine, Ariel J. and Wagner, Fabien and Bloch, Jocelyne and Squair, Jordan W. and Courtine, Grégoire},
  year = {2022},
  month = Nov,
  pages = {540–547}
}

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