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Visium

Human amygdala

GSM9937062

silver Interactive viewer H&E No linked publication
Human amygdala preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM9937062_Br9280-V13B23-406_C1_full_image': DataTree[cyx] (3, 23276, 24256), (3, 11638, 12128), (3, 5819, 6064), (3, 2909, 3032), (3, 1454, 1516)
│     ├── 'GSM9937062_Br9280-V13B23-406_C1_hires_image': DataArray[cyx] (3, 1919, 2000)
│     └── 'GSM9937062_Br9280-V13B23-406_C1_lowres_image': DataArray[cyx] (3, 576, 600)
├── Shapes
│     └── 'GSM9937062_Br9280-V13B23-406_C1': GeoDataFrame shape: (4992, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (4992, 36601)
with coordinate systems:
    ▸ 'GSM9937062_Br9280-V13B23-406_C1', with elements:
        GSM9937062_Br9280-V13B23-406_C1_full_image (Images), GSM9937062_Br9280-V13B23-406_C1_hires_image (Images), GSM9937062_Br9280-V13B23-406_C1_lowres_image (Images), GSM9937062_Br9280-V13B23-406_C1 (Shapes)
    ▸ 'GSM9937062_Br9280-V13B23-406_C1_downscaled_hires', with elements:
        GSM9937062_Br9280-V13B23-406_C1_hires_image (Images), GSM9937062_Br9280-V13B23-406_C1 (Shapes)
    ▸ 'GSM9937062_Br9280-V13B23-406_C1_downscaled_lowres', with elements:
        GSM9937062_Br9280-V13B23-406_C1_lowres_image (Images), GSM9937062_Br9280-V13B23-406_C1 (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("EaWUMfTut3ZoLDMv")   # 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/EaWUMfTut3ZoLDMv

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid EaWUMfTut3ZoLDMv
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["EaWUMfTut3ZoLDMv0000"])[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
amygdala
Modality
RNA
Observations
4,992
Tier
silver
Chemistry
Visium v1
Magnification
20x
Resolution
24,256 × 23,276 px
mpp
0.306 µm/px
Size
1.5 GB
Sample ID
GSM9937062
License
unknown
Published
Aug 24, 2026

Cite this dataset

No linked publication found — please cite the data source: NCBI GEO ↗.

Source: NCBI GEO ↗ · Reprocessed to SpatialData by SpatialData-DB