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10x Xenium

Mouse brain

fresh-frozen-mouse-brain-replicates-1-standard__ff-mouse-brain-multisection-2

silver Interactive viewer No linked publication
Mouse brain preview
print(sdata)
SpatialData object
├── Images
│     ├── 'morphology_focus': DataTree[cyx] (1, 33141, 48353), (1, 16570, 24176), (1, 8285, 12088), (1, 4142, 6044), (1, 2071, 3022)
│     └── 'morphology_mip': DataTree[cyx] (1, 33141, 48353), (1, 16570, 24176), (1, 8285, 12088), (1, 4142, 6044), (1, 2071, 3022)
├── Labels
│     ├── 'cell_labels': DataTree[yx] (33141, 48353), (16570, 24176), (8285, 12088), (4142, 6044), (2071, 3022)
│     └── 'nucleus_labels': DataTree[yx] (33141, 48353), (16570, 24176), (8285, 12088), (4142, 6044), (2071, 3022)
├── Points
│     └── 'transcripts': DataFrame with shape: (58716497, 8) (3D points)
├── Shapes
│     ├── 'cell_boundaries': GeoDataFrame shape: (154654, 1) (2D shapes)
│     ├── 'cell_circles': GeoDataFrame shape: (154654, 2) (2D shapes)
│     └── 'nucleus_boundaries': GeoDataFrame shape: (154654, 1) (2D shapes)
└── Tables
      └── 'table': AnnData (154654, 248)
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("J7HA1IN4EdICdpDv0000")
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("J7HA1IN4EdICdpDv")   # 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 J7HA1IN4EdICdpDv0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/J7HA1IN4EdICdpDv

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid J7HA1IN4EdICdpDv

License: CC BY 4.0

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Metadata

Technology
10x Xenium
Organism
mouse
Tissue
brain
Modality
RNA
Observations (cells)
154,654
Transcripts
58,716,497
Tier
silver
Chemistry
Xenium v1
Size
5.8 GB
Sample ID
fresh-frozen-mouse-brain-replicates-1-standard__ff-mouse-brain-multisection-2
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