Vizgen MERSCOPE
Human liver
GSM9651112
bronze Interactive viewer hepatocellular carcinoma Provisional
print(sdata)
SpatialData object
├── Points
│ └── 'merscope_region_0_transcripts': DataFrame with shape: (54026204, 9) (3D points)
├── Shapes
│ └── 'cell_circles': GeoDataFrame shape: (770488, 2) (2D shapes)
└── Tables
└── 'table': AnnData (770488, 499)
with coordinate systems:
▸ 'global', with elements:
merscope_region_0_transcripts (Points), cell_circles (Shapes) Python · sddb client
from sddb import Catalog
ds = Catalog().dataset("I2arGmWw3ex2Ck3K0000")
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("I2arGmWw3ex2Ck3K") # 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 I2arGmWw3ex2Ck3K0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/I2arGmWw3ex2Ck3K
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid I2arGmWw3ex2Ck3KLicense: NCBI GEO policy
Metadata
- Technology
- Vizgen MERSCOPE
- Organism
- human
- Tissue
- liver
- Condition
- hepatocellular carcinoma
- Modality
- RNA
- Observations (cells)
- 770,488
- Transcripts
- 54,026,204
- Tier
- bronze
- Size
- 1.3 GB
- Sample ID
- GSM9651112
- License
- NCBI GEO policy
- Published
- Jul 16, 2026
Cite this dataset
doi.org/10.1126/science.ady1678 ↗ BibTeX
@article{geo:GSM9651112,
doi = {10.1126/science.ady1678},
title = {GSM9651112},
year = {2026}
}Source: NCBI GEO ↗ · License: NCBI GEO policy ↗ · Reprocessed to SpatialData by SpatialData-DB