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Human palatine tonsil

visium-cytassist-gene-and-protein-expression-library-of-human-tonsil-with-add-on-antibodies-h-e-6-5-mm-ffpe-2-standard

silver Interactive viewer H&E No linked publication
Human palatine tonsil preview
print(sdata)
SpatialData object
├── Images
│     ├── 'CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns_full_image': DataTree[cyx] (3, 37803, 32933), (3, 18901, 16466), (3, 9450, 8233), (3, 4725, 4116), (3, 2362, 2058)
│     ├── 'CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns_hires_image': DataArray[cyx] (3, 2000, 1743)
│     └── 'CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns_lowres_image': DataArray[cyx] (3, 600, 523)
├── Shapes
│     └── 'CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns': GeoDataFrame shape: (4908, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (4908, 18085)
with coordinate systems:
    ▸ 'CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns', with elements:
        CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns_full_image (Images), CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns_hires_image (Images), CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns_lowres_image (Images), CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns (Shapes)
    ▸ 'CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns_downscaled_hires', with elements:
        CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns_hires_image (Images), CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns (Shapes)
    ▸ 'CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns_downscaled_lowres', with elements:
        CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns_lowres_image (Images), CytAssist_FFPE_Protein_Expression_Human_Tonsil_AddOns (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("k66rnmYOw581HHYE")   # 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/k66rnmYOw581HHYE

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid k66rnmYOw581HHYE
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["k66rnmYOw581HHYE0003"])[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
palatine tonsil
Modality
RNA
Observations
4,908
Tier
silver
Chemistry
Visium CytAssist v2
Magnification
40x
Resolution
32,933 × 37,803 px
mpp
0.215 µm/px
Size
3.1 GB
Sample ID
visium-cytassist-gene-and-protein-expression-library-of-human-tonsil-with-add-on-antibodies-h-e-6-5-mm-ffpe-2-standard
License
CC BY 4.0
Published
Aug 24, 2023

Cite this dataset

No linked publication found — please cite the data source: 10x Genomics ↗.

Source: 10x Genomics ↗ · License: CC BY 4.0 ↗ · Reprocessed to SpatialData by SpatialData-DB