10x Xenium
Human brain
xenium-human-brain-preview-data-1-standard__ffpe-human-brain-alzheimers-with-addon
silver Interactive viewer Alzheimer disease No linked publication
print(sdata)
SpatialData object
├── Images
│ ├── 'morphology_focus': DataTree[cyx] (1, 40855, 36955), (1, 20427, 18477), (1, 10213, 9238), (1, 5106, 4619), (1, 2553, 2309)
│ └── 'morphology_mip': DataTree[cyx] (1, 40855, 36955), (1, 20427, 18477), (1, 10213, 9238), (1, 5106, 4619), (1, 2553, 2309)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (40855, 36955), (20427, 18477), (10213, 9238), (5106, 4619), (2553, 2309)
│ └── 'nucleus_labels': DataTree[yx] (40855, 36955), (20427, 18477), (10213, 9238), (5106, 4619), (2553, 2309)
├── Points
│ └── 'transcripts': DataFrame with shape: (16371520, 10) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (44955, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (44955, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (44955, 1) (2D shapes)
└── Tables
└── 'table': AnnData (44955, 354)
with coordinate systems:
▸ 'global', with elements:
morphology_focus (Images), 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("HgHSRxH91i5EbUZO0000")
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("HgHSRxH91i5EbUZO") # 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 HgHSRxH91i5EbUZO0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/HgHSRxH91i5EbUZO
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid HgHSRxH91i5EbUZOLicense: CC BY 4.0
Metadata
- Technology
- 10x Xenium
- Organism
- human
- Tissue
- brain
- Condition
- Alzheimer disease
- Modality
- RNA
- Observations (cells)
- 44,955
- Transcripts
- 16,371,520
- Tier
- silver
- Chemistry
- Xenium v1
- Size
- 2.9 GB
- Sample ID
- xenium-human-brain-preview-data-1-standard__ffpe-human-brain-alzheimers-with-addon
- License
- CC BY 4.0
- Published
- Apr 20, 2023
Cite this dataset
No linked publication found — please cite the data source: 10x Genomics ↗.
Source: 10x Genomics ↗ · License: CC BY 4.0 ↗ · Reprocessed to SpatialData by SpatialData-DB