← All datasets
PhenoCycler-Fusion

Human tonsil

S-BIAD2491:250903_RTVC_Slide2_Storageconditions_Scan1

silver Interactive viewer No linked publication
Human tonsil preview
print(sdata)
SpatialData object
├── Images
│     └── '250903_RTVC_Slide2_Storageconditions_image': DataTree[cyx] (18, 18000, 11520), (18, 9000, 5760), (18, 4500, 2880), (18, 2250, 1440), (18, 1125, 720)
├── Shapes
│     ├── 'cell_boundaries': GeoDataFrame shape: (315579, 1) (2D shapes)
│     └── 'cell_boundaries_for_vitessce': GeoDataFrame shape: (315579, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (315579, 18)
with coordinate systems:
    ▸ 'global', with elements:
        250903_RTVC_Slide2_Storageconditions_image (Images), cell_boundaries (Shapes), cell_boundaries_for_vitessce (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("Efldlbq4e6qbCL4d")   # 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/Efldlbq4e6qbCL4d

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid Efldlbq4e6qbCL4d
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["Efldlbq4e6qbCL4d0000"])[0]
ds.elements()                 # inspect without downloading
sdata = ds.load(lazy=False)   # copy to the local cache and open

Docs: finding & loading data →

View on Lamin ↗ Open in Vitessce ↗ Flag a data issue
Part of collection
bia-s-biad2491→
2 datasets · other

Metadata

Technology
PhenoCycler-Fusion
Organism
human
Tissue
tonsil
Modality
protein
Observations
315,579
Tier
silver
Chemistry
PhenoCycler-Fusion 2
Staining
IF
Size
3.5 GB
Sample ID
S-BIAD2491:250903_RTVC_Slide2_Storageconditions_Scan1
License
CC0 1.0
Published
Dec 23, 2025

Cite this dataset

No linked publication found — please cite the data source: ebi.ac.uk ↗.

Source: ebi.ac.uk ↗ · License: CC0 1.0 ↗ · Reprocessed to SpatialData by SpatialData-DB