10x Xenium
Human breast
ffpe-human-breast-with-pre-designed-panel-1-standard__ffpe-human-breast-idc
silver Interactive viewer breast cancer No linked publication
print(sdata)
SpatialData object
├── Images
│ ├── 'morphology_focus': DataTree[cyx] (1, 53738, 48376), (1, 26869, 24188), (1, 13434, 12094), (1, 6717, 6047), (1, 3358, 3023)
│ └── 'morphology_mip': DataTree[cyx] (1, 53738, 48376), (1, 26869, 24188), (1, 13434, 12094), (1, 6717, 6047), (1, 3358, 3023)
├── Labels
│ ├── 'cell_labels': DataTree[yx] (53738, 48376), (26869, 24188), (13434, 12094), (6717, 6047), (3358, 3023)
│ └── 'nucleus_labels': DataTree[yx] (53738, 48376), (26869, 24188), (13434, 12094), (6717, 6047), (3358, 3023)
├── Points
│ └── 'transcripts': DataFrame with shape: (86844040, 8) (3D points)
├── Shapes
│ ├── 'cell_boundaries': GeoDataFrame shape: (574852, 1) (2D shapes)
│ ├── 'cell_circles': GeoDataFrame shape: (574852, 2) (2D shapes)
│ └── 'nucleus_boundaries': GeoDataFrame shape: (574852, 1) (2D shapes)
└── Tables
└── 'table': AnnData (574852, 280)
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("9mWoiRlpzkK3404F0000")
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("9mWoiRlpzkK3404F") # 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 9mWoiRlpzkK3404F0000 --dest data/
# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/9mWoiRlpzkK3404F
# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid 9mWoiRlpzkK3404FLicense: CC BY 4.0
Metadata
- Technology
- 10x Xenium
- Organism
- human
- Tissue
- breast
- Condition
- breast cancer
- Modality
- RNA
- Observations (cells)
- 574,852
- Transcripts
- 86,844,040
- Tier
- silver
- Chemistry
- Xenium v1
- Size
- 9.4 GB
- Sample ID
- ffpe-human-breast-with-pre-designed-panel-1-standard__ffpe-human-breast-idc
- License
- CC BY 4.0
- Published
- Jan 22, 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