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CosMx

Human tonsil

protein_tonsil_25

silver Interactive viewer No linked publication
Human tonsil preview
print(sdata)
SpatialData object
├── Shapes
│     ├── 'cells_polygons': GeoDataFrame shape: (1464516, 9) (2D shapes)
│     ├── 'cells_polygons_for_vitessce': GeoDataFrame shape: (1464516, 2) (2D shapes)
│     └── 'fov_boxes': GeoDataFrame shape: (383, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (1464516, 69)
with coordinate systems:
    ▸ 'global', with elements:
        cells_polygons (Shapes), cells_polygons_for_vitessce (Shapes), fov_boxes (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("571yTEm4hqlkXRPf")   # 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/571yTEm4hqlkXRPf

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 571yTEm4hqlkXRPf
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["571yTEm4hqlkXRPf0000"])[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
CosMx
Organism
human
Tissue
tonsil
Modality
protein
Observations
1,464,516
Tier
silver
Chemistry
CosMx Protein 64-plex
Size
1.2 GB
Sample ID
protein_tonsil_25
License
unknown
Published
Mar 28, 2025

Cite this dataset

No linked publication found — please cite the data source: brukerspatialbiology.com ↗.

Source: brukerspatialbiology.com ↗ · Reprocessed to SpatialData by SpatialData-DB