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Visium

Mouse skeletal muscle tissue

NCBI652

bronze Interactive viewer H&E ✓ Verified publication
Mouse skeletal muscle tissue preview
print(sdata)
SpatialData object
├── Images
│     └── 'NCBI652_full_image': DataTree[cyx] (3, 14602, 15111), (3, 7301, 7555), (3, 3650, 3777), (3, 1825, 1888)
├── Shapes
│     └── 'NCBI652_spots': GeoDataFrame shape: (4992, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (4992, 55414)
with coordinate systems:
    ▸ 'global', with elements:
        NCBI652_full_image (Images), NCBI652_spots (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("IUhWZylkhiwgE93e")   # 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/IUhWZylkhiwgE93e

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid IUhWZylkhiwgE93e
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["IUhWZylkhiwgE93e0000"])[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
skeletal muscle tissue
Modality
RNA
Observations
4,992
Tier
bronze
Chemistry
Visium v1
Magnification
20x
Resolution
15,111 × 14,602 px
mpp
0.562 µm/px
Size
463 MB
Sample ID
NCBI652
License
CC BY-NC-SA 4.0 NonCommercial
Published
Apr 20, 2022

Cite this dataset

doi.org/10.1038/s41587-022-01517-6 ↗
BibTeX
@article{McKellar_2022,
  title = {Spatial mapping of the total transcriptome by in situ polyadenylation},
  volume = {41},
  ISSN = {1546-1696},
  url = {http://dx.doi.org/10.1038/s41587-022-01517-6},
  DOI = {10.1038/s41587-022-01517-6},
  number = {4},
  journal = {Nature Biotechnology},
  publisher = {Springer Science and Business Media LLC},
  author = {McKellar, David W. and Mantri, Madhav and Hinchman, Meleana M. and Parker, John S. L. and Sethupathy, Praveen and Cosgrove, Benjamin D. and De Vlaminck, Iwijn},
  year = {2022},
  month = Nov,
  pages = {513–520}
}

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