Collections / Spotiphy: generative modeling in single-cell spatial whole transcriptomics

Spotiphy: generative modeling in single-cell spatial whole transcriptomics

Datasets2
Size~496 MB
AssayVisium
Samplemouse · brain
KindComparison
Flag a data issue
10.5281/zenodo.10520022 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("doi-10-5281-zenodo-10520022")
cohort.members        # the 2 datasets as a table

print(cohort.licenses())              # check the terms before you download

sdatas = cohort.to_dict()             # {uid: SpatialData}, cached locally
# or keep the .zarr files in a folder of your choice:
# sdatas = cohort.to_dict(dest="data/")
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")
coll = db.Collection.get(key="doi-10.5281/zenodo.10520022")
coll.ordered_artifacts.to_dataframe()   # the 2 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]
Shell
# sddb client: download every member .zarr into data/
sddb-cli download --collection doi-10-5281-zenodo-10520022 --dest data/

Licenses: 2 CC BY-NC-SA 4.0

Open in Vitessce
Visium
Mouse brain
ZEN60
mouse brain 242 MB 3,541 spots silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size242 MB
Spots3,541
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
ZEN61
mouse brain Alzheimer disease 255 MB 3,476 spots silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size255 MB
Spots3,476
silver H&E Open in Vitessce

Cite this collection

doi.org/10.5281/zenodo.10520022 ↗
BibTeX
@misc{https://doi.org/10.5281/zenodo.10520022,
  doi = {10.5281/ZENODO.10520022},
  url = {https://zenodo.org/doi/10.5281/zenodo.10520022},
  author = {Yang, Jiyuan and Zheng, Ziqian and Yu, Jiyang},
  language = {en},
  title = {Spotiphy enables single-cell spatial whole transcriptomics across the entire section},
  publisher = {Zenodo},
  year = {2024},
  copyright = {Creative Commons Attribution 4.0 International}
}