Collections / Spatial transcriptomics reveals ovarian cancer subclones with different microenvironments

Spatial transcriptomics reveals ovarian cancer subclones with different microenvironments

8 spatial RNA-seq experiments (10x Genomics Visium) and 5 single-cell RNA-seq experiments (10x Genomics Chromium) using high-grade serous ovarian carcinoma (HGSOC) samples obtained from the ovaries during the interval debulking surgery

Datasets8
Size~250 MB
AssayVisium
Samplehuman · ovary
KindComparison
Flag a data issue
PMID:38570491 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("geo-gse211956")
cohort.members        # the 8 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="geo-gse211956")
coll.ordered_artifacts.to_dataframe()   # the 8 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 geo-gse211956 --dest data/

Licenses: 8 NCBI GEO policy

Open in Vitessce
Visium
Human ovary
GSM6506110
human ovary ovarian serous adenocarcinoma 35.2 MB 2,940 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueovary
Conditionovarian serous adenocarcinoma
Size35.2 MB
Spots2,940
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human ovary
GSM6506114
human ovary ovarian serous adenocarcinoma 27.9 MB 2,124 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueovary
Conditionovarian serous adenocarcinoma
Size27.9 MB
Spots2,124
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human ovary
GSM6506115
human ovary ovarian serous adenocarcinoma 24.6 MB 1,801 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueovary
Conditionovarian serous adenocarcinoma
Size24.6 MB
Spots1,801
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human ovary
GSM6506112
human ovary ovarian serous adenocarcinoma 22.3 MB 1,504 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueovary
Conditionovarian serous adenocarcinoma
Size22.3 MB
Spots1,504
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human ovary
GSM6506116
human ovary ovarian serous adenocarcinoma 40.2 MB 3,632 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueovary
Conditionovarian serous adenocarcinoma
Size40.2 MB
Spots3,632
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human ovary
GSM6506113
human ovary ovarian serous adenocarcinoma 35.5 MB 3,007 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueovary
Conditionovarian serous adenocarcinoma
Size35.5 MB
Spots3,007
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human ovary
GSM6506117
human ovary ovarian serous adenocarcinoma 37.5 MB 3,180 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueovary
Conditionovarian serous adenocarcinoma
Size37.5 MB
Spots3,180
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human ovary
GSM6506111
human ovary ovarian serous adenocarcinoma 26.5 MB 1,935 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueovary
Conditionovarian serous adenocarcinoma
Size26.5 MB
Spots1,935
silver H&E NCBI GEO policy Open in Vitessce

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