← All datasets
Visium

Human bone element

GSM8875095

bronze Interactive viewer osteosarcoma Provisional
Human bone element preview
print(sdata)
SpatialData object
├── Images
│     ├── 'GSM8875095_MR3_hires_image': DataArray[cyx] (3, 2000, 1973)
│     └── 'GSM8875095_MR3_lowres_image': DataArray[cyx] (3, 600, 592)
├── Shapes
│     └── 'GSM8875095_MR3': GeoDataFrame shape: (3140, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (3140, 17943)
with coordinate systems:
    ▸ 'GSM8875095_MR3', with elements:
        GSM8875095_MR3_hires_image (Images), GSM8875095_MR3_lowres_image (Images), GSM8875095_MR3 (Shapes)
    ▸ 'GSM8875095_MR3_downscaled_hires', with elements:
        GSM8875095_MR3_hires_image (Images), GSM8875095_MR3 (Shapes)
    ▸ 'GSM8875095_MR3_downscaled_lowres', with elements:
        GSM8875095_MR3_lowres_image (Images), GSM8875095_MR3 (Shapes)
Load in Python
import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
artifact = db.Artifact.get("qvxbKHYM8VCucOTO")   # 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/qvxbKHYM8VCucOTO

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid qvxbKHYM8VCucOTO
Load with the Python client
# pip install git+https://github.com/theislab/spatialdata-db-client
from sddb import Catalog

ds = Catalog().cohort(uids=["qvxbKHYM8VCucOTO0000"])[0]
ds.elements()                 # inspect without downloading
sdata = ds.load(lazy=False)   # copy to the local cache and open

Docs: finding & loading data →

View on Lamin ↗ Open in Vitessce ↗ Flag a data issue

Metadata

Technology
Visium
Organism
human
Tissue
bone element
Condition
osteosarcoma
Modality
RNA
Observations
3,140
Tier
bronze
Chemistry
Visium v1
Size
28 MB
Sample ID
GSM8875095
License
unknown
Published
Apr 10, 2026

Cite this dataset

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

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