10x Xenium
Human heart
GSM9295075
silver Interactive viewer heart failure No linked publication
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 17115, 17150), (1, 8557, 8575), (1, 4278, 4287), (1, 2139, 2143), (1, 1069, 1071)
├── Labels
│ └── 'cell_labels': DataTree[yx] (16849, 16845), (8424, 8422), (4212, 4211), (2106, 2105), (1053, 1052)
├── Points
│ └── 'transcripts': DataFrame with shape: (275539, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (4941, 1) (2D shapes)
│ └── 'cell_circles': GeoDataFrame shape: (4941, 2) (2D shapes)
└── Tables
└── 'table': AnnData (4941, 300)
with coordinate systems:
▸ 'global', with elements:
morphology_mip (Images), cell_labels (Labels), transcripts (Points), cell_boundaries (Shapes), cell_circles (Shapes) Python · sddb client
from sddb import Catalog
ds = Catalog().dataset("MnIKg0ulOJ3rEH8n0000")
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("MnIKg0ulOJ3rEH8n") # 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 MnIKg0ulOJ3rEH8n0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/MnIKg0ulOJ3rEH8n
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid MnIKg0ulOJ3rEH8nLicense: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- human
- Tissue
- heart
- Condition
- heart failure
- Modality
- RNA
- Observations (cells)
- 4,941
- Transcripts
- 275,539
- Tier
- silver
- Size
- 306 MB
- Sample ID
- GSM9295075
- License
- NCBI GEO policy
- Published
- Nov 24, 2025
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