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Visium

Mouse heart

GSM5943193

silver Interactive viewer H&E myocardial infarction No linked publication
Mouse heart preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM5943193_WT_MI_day7_3_full_image': DataTree[cyx] (3, 3712, 3375), (3, 1856, 1687), (3, 928, 843), (3, 464, 421), (3, 232, 210)
│     └── 'GSM5943193_WT_MI_day7_3_hires_image': DataArray[cyx] (3, 2000, 1818)
├── Shapes
│     └── 'GSM5943193_WT_MI_day7_3': GeoDataFrame shape: (1301, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (1301, 32285)
with coordinate systems:
    ▸ 'GSM5943193_WT_MI_day7_3', with elements:
        GSM5943193_WT_MI_day7_3_full_image (Images), GSM5943193_WT_MI_day7_3_hires_image (Images), GSM5943193_WT_MI_day7_3 (Shapes)
    ▸ 'GSM5943193_WT_MI_day7_3_downscaled_hires', with elements:
        GSM5943193_WT_MI_day7_3_hires_image (Images), GSM5943193_WT_MI_day7_3 (Shapes)
    ▸ 'GSM5943193_WT_MI_day7_3_downscaled_lowres', with elements:
        GSM5943193_WT_MI_day7_3 (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("gkO4cbPm6ftPTE42")   # 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
Load from the CLI
# one-shot: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/gkO4cbPm6ftPTE42

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid gkO4cbPm6ftPTE42
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["gkO4cbPm6ftPTE420000"])[0]
ds.elements()                 # inspect without downloading
sdata = ds.load(lazy=False)   # copy to the local cache and open

Docs: finding & loading data →

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Metadata

Technology
Visium
Organism
mouse
Tissue
heart
Condition
myocardial infarction
Modality
RNA
Observations
1,301
Tier
silver
Chemistry
Visium v1
Resolution
3,375 × 3,712 px
mpp
2.170 µm/px
Size
42 MB
Sample ID
GSM5943193
License
unknown
Published
Jul 25, 2022

Cite this dataset

No linked publication found — please cite the data source: NCBI GEO ↗.

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