← All datasets
MIBIscope (MIBI-TOF)

Human breast

Risom et al., Cell 2022, "Transition to invasive breast cancer is associated with progressive changes in the structure and composition of tumor stroma" (pt2005)

bronze Provisional
MIBIscope (MIBI-TOF)
print(sdata)
SpatialData object
├── Images
│     └── 'Point4102_pt2005_30990_Normal_image': DataTree[cyx] (46, 1024, 1024), (46, 512, 512), (46, 256, 256), (46, 128, 128), (46, 64, 64)
├── Labels
│     └── 'Point4102_pt2005_30990_Normal_whole_cell_labels': DataTree[yx] (1024, 1024), (512, 512), (256, 256), (128, 128), (64, 64)
├── Shapes
│     └── 'Point4102_pt2005_30990_Normal_cell_boundaries': GeoDataFrame shape: (1396, 2) (2D shapes)
└── Tables
      └── 'table': AnnData (1396, 46)
with coordinate systems:
    ▸ 'global', with elements:
        Point4102_pt2005_30990_Normal_image (Images), Point4102_pt2005_30990_Normal_whole_cell_labels (Labels), Point4102_pt2005_30990_Normal_cell_boundaries (Shapes)
Python · sddb client
from sddb import Catalog

ds = Catalog().dataset("b9EKVhjmP4Qu8gzn0000")
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("b9EKVhjmP4Qu8gzn")   # 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 b9EKVhjmP4Qu8gzn0000 --dest data/

# or lamin: cache the dataset and print its local path
lamin load https://lamin.ai/scverse/spatialdata-db/artifact/b9EKVhjmP4Qu8gzn

# or connect once, then load by uid
lamin connect scverse/spatialdata-db
lamin load artifact --uid b9EKVhjmP4Qu8gzn

License: CC BY 4.0

View on Lamin ↗ Flag a data issue
Part of collection
mendeley-d87vg86zd8→
78 datasets · publication

Metadata

Technology
MIBIscope (MIBI-TOF)
Vendor
Ionpath
Organism
human
Tissue
breast
Modality
protein
Observations (cells)
1,396
Tier
bronze
Chemistry
MIBI
Staining
Antibodies
Size
7.5 MB
Sample ID
d87vg86zd8:pt2005
License
CC BY 4.0
Published
Mar 17, 2022

Cite this dataset

doi.org/10.17632/d87vg86zd8.3 ↗
BibTeX
@article{mendeley:d87vg86zd8,
  doi = {10.17632/d87vg86zd8.3},
  title = {Risom et al., Cell 2022, "Transition to invasive breast cancer is associated with progressive changes in the structure and composition of tumor stroma" (pt1047)}
}

Source: data.mendeley.com ↗ · License: CC BY 4.0 ↗ · Reprocessed to SpatialData by SpatialData-DB