10x Xenium
Human heart
GSM9526121
bronze Interactive viewer cardiac sarcoidosis Provisional
print(sdata)
SpatialData object
├── Images
│ └── 'morphology_mip': DataTree[cyx] (1, 44273, 25665), (1, 22136, 12832), (1, 11068, 6416), (1, 5534, 3208), (1, 2767, 1604)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (43925, 24638), (21962, 12319), (10981, 6159), (5490, 3079), (2745, 1539)
│ └── 'nucleus_labels': DataTree[yx] (43879, 24592), (21939, 12296), (10969, 6148), (5484, 3074), (2742, 1537)
├── Points
│ └── 'transcripts': DataFrame with shape: (10592555, 13) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (95497, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (95497, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (95497, 2) (2D shapes)
└── Tables
└── 'table': AnnData (95497, 477)
with coordinate systems:
▸ 'global', with elements:
morphology_mip (Images), cell_labels (Labels), nucleus_labels (Labels), transcripts (Points), cell_boundaries (Shapes), cell_circles (Shapes), nucleus_boundaries (Shapes) Python · sddb client
from sddb import Catalog
ds = Catalog().dataset("W4PdIr05ERc3G5RD0000")
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("W4PdIr05ERc3G5RD") # 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 W4PdIr05ERc3G5RD0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/W4PdIr05ERc3G5RD
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid W4PdIr05ERc3G5RDLicense: NCBI GEO policy
Metadata
- Technology
- 10x Xenium
- Organism
- human
- Tissue
- heart
- Condition
- cardiac sarcoidosis
- Modality
- RNA
- Observations (cells)
- 95,497
- Transcripts
- 10,592,555
- Tier
- bronze
- Size
- 1.4 GB
- Sample ID
- GSM9526121
- License
- NCBI GEO policy
- Published
- May 25, 2026
Cite this dataset
doi.org/10.1161/CIRCULATIONAHA.126.079304 ↗ BibTeX
@article{geo:GSM9526121,
doi = {10.1161/CIRCULATIONAHA.126.079304},
title = {GSM9526121},
year = {2026}
}Source: NCBI GEO ↗ · License: NCBI GEO policy ↗ · Reprocessed to SpatialData by SpatialData-DB