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Visium

Human eye

NCBI593

bronze Interactive viewer H&E wet macular degeneration ✓ Verified publication
Human eye preview
print(sdata)
SpatialData object
├── Images
│     └── 'NCBI593_full_image': DataTree[cyx] (3, 17592, 17470), (3, 8796, 8735), (3, 4398, 4367), (3, 2199, 2183)
├── Shapes
│     └── 'NCBI593_spots': GeoDataFrame shape: (724, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (724, 21821)
with coordinate systems:
    ▸ 'global', with elements:
        NCBI593_full_image (Images), NCBI593_spots (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("wIgngacVzdwmGH7m")   # 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/wIgngacVzdwmGH7m

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid wIgngacVzdwmGH7m
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["wIgngacVzdwmGH7m0000"])[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
human
Tissue
eye
Condition
wet macular degeneration
Modality
RNA
Observations
724
Tier
bronze
Chemistry
Visium v1
Magnification
20x
Resolution
17,470 × 17,592 px
mpp
0.464 µm/px
Size
438 MB
Sample ID
NCBI593
License
CC BY-NC-SA 4.0 NonCommercial
Published
Aug 7, 2023

Cite this dataset

doi.org/10.1101/2023.06.16.544770 ↗
BibTeX
@article{Voigt_2023,
  title = {GENE EXPRESSION WITHIN A HUMAN CHOROIDAL NEOVASCULAR MEMBRANE USING SPATIAL TRANSCRIPTOMICS},
  url = {http://dx.doi.org/10.1101/2023.06.16.544770},
  DOI = {10.1101/2023.06.16.544770},
  publisher = {openRxiv},
  author = {Voigt, Andrew P. and Mullin, Nathaniel K. and Navratil, Emma M. and Flamme-Wiese, Miles J. and Lin, Li-Chun and Scheetz, Todd E. and Han, Ian C. and Stone, Edwin M. and Tucker, Budd A. and Mullins, Robert F.},
  year = {2023},
  month = June
}

Source: NCBI GEO ↗ · License: CC BY-NC-SA 4.0 ↗ · Reprocessed to SpatialData by SpatialData-DB