Visium HD
Human dorsolateral prefrontal cortex
GSM9824680
silver Interactive viewer H&E No linked publication
print(sdata)
SpatialData object
├── Images
│ └── 'GSM9824680_HCT17HFKA030_A4_full_image': DataTree[cyx] (3, 25438, 27274), (3, 12719, 13637), (3, 6359, 6818), (3, 3179, 3409), (3, 1589, 1704)
├── Shapes
│ ├── 'GSM9824680_HCT17HFKA030_A4_square_016um': GeoDataFrame shape: (149183, 1) (2D shapes)
│ └── 'GSM9824680_HCT17HFKA030_A4_square_016um_for_vitessce': GeoDataFrame shape: (149183, 2) (2D shapes)
└── Tables
└── 'square_016um': AnnData (149183, 18085)
with coordinate systems:
▸ 'GSM9824680_HCT17HFKA030_A4', with elements:
GSM9824680_HCT17HFKA030_A4_full_image (Images), GSM9824680_HCT17HFKA030_A4_square_016um (Shapes), GSM9824680_HCT17HFKA030_A4_square_016um_for_vitessce (Shapes)
▸ 'GSM9824680_HCT17HFKA030_A4_downscaled_hires', with elements:
GSM9824680_HCT17HFKA030_A4_square_016um (Shapes), GSM9824680_HCT17HFKA030_A4_square_016um_for_vitessce (Shapes)
▸ 'GSM9824680_HCT17HFKA030_A4_downscaled_lowres', with elements:
GSM9824680_HCT17HFKA030_A4_square_016um (Shapes), GSM9824680_HCT17HFKA030_A4_square_016um_for_vitessce (Shapes) Python · sddb client
from sddb import Catalog
ds = Catalog().dataset("heiuRF2mSbf2p1ly0000")
ds.elements() # inspect without downloading
sdata = ds.to_sdata() # cached locally, reused
print(sdata) Python · lamindb
Needs pip install lamindb and network access to the Lamin database, which is limited during the alpha. If it fails, use the Client tab.
import lamindb as ln
db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("heiuRF2mSbf2p1ly") # stem uid: Lamin resolves it to the 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 Shell
# sddb client: download the .zarr into data/
sddb-cli download heiuRF2mSbf2p1ly0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/heiuRF2mSbf2p1ly
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid heiuRF2mSbf2p1lyLicense: NCBI GEO policy
Metadata
- Technology
- Visium HD
- Vendor
- 10x Genomics
- Organism
- human
- Tissue
- dorsolateral prefrontal cortex
- Modality
- RNA
- Observations (bins)
- 149,183
- Tier
- silver
- Magnification
- 20x
- Resolution
- 27,274 × 25,438 px
- mpp
- 0.380 µm/px
- Size
- 2.3 GB
- Sample ID
- GSM9824680
- License
- NCBI GEO policy
- Published
- Oct 7, 2026
Cite this dataset
No linked publication found — please cite the data source: NCBI GEO ↗.
Source: NCBI GEO ↗ · License: NCBI GEO policy ↗ · Reprocessed to SpatialData by SpatialData-DB