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10x Xenium

Mouse skin of back

GSM8586920

bronze Interactive viewer Provisional
Mouse skin of back preview
print(sdata)
SpatialData object
├── Labels
│     ├── 'cell_labels': DataTree[yx] (72917, 25282), (36458, 12641), (18229, 6320), (9114, 3160), (4557, 1580)
│     └── 'nucleus_labels': DataTree[yx] (72781, 25199), (36390, 12599), (18195, 6299), (9097, 3149), (4548, 1574)
├── Points
│     └── 'transcripts': DataFrame with shape: (7884648, 10) (3D points)
├── Shapes
│     ├── 'cell_boundaries': GeoDataFrame shape: (91345, 1) (2D shapes)
│     ├── 'cell_circles': GeoDataFrame shape: (91345, 2) (2D shapes)
│     └── 'nucleus_boundaries': GeoDataFrame shape: (91345, 1) (2D shapes)
└── Tables
      └── 'table': AnnData (91345, 328)
with coordinate systems:
    ▸ 'global', with elements:
        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("Mt10CWKfiOhkaASZ0000")
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("Mt10CWKfiOhkaASZ")   # 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 Mt10CWKfiOhkaASZ0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/Mt10CWKfiOhkaASZ

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid Mt10CWKfiOhkaASZ

License: NCBI GEO policy

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Metadata

Technology
10x Xenium
Organism
mouse
Tissue
skin of back
Modality
RNA
Observations (cells)
91,345
Transcripts
7,884,648
Tier
bronze
Size
419 MB
Sample ID
GSM8586920
License
NCBI GEO policy
Published
Nov 22, 2024

Cite this dataset

doi.org/10.1172/jci.insight.182844 ↗
BibTeX
@article{geo:GSM8586920,
  doi = {10.1172/jci.insight.182844},
  title = {GSM8586920},
  year = {2024}
}

Source: NCBI GEO ↗ · License: NCBI GEO policy ↗ · Reprocessed to SpatialData by SpatialData-DB