from sddb import Catalog
cohort = Catalog().collection("geo-gse284005")
cohort.members # the 17 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/")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-gse284005")
coll.ordered_artifacts.to_dataframe() # the 17 members, ordered
# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]# sddb client: download every member .zarr into data/
sddb-cli download --collection geo-gse284005 --dest data/Licenses: 17 NCBI GEO policy
Compartmentalized inflammation is a key driver of multiple sclerosis (MS) progression, but the mechanisms sustaining its persistence remain unclear. A hallmark of this persistent and slowly evolving inflammatory process is chronic active MS lesions. We generated a high-resolution, single-cell molecular and spatial atlas of such lesions by combining single-nucleus RNA sequencing (snRNA-seq) with multiplexed error-robust fluorescence in situ hybridization (MERFISH). Within lesion rims, we identified CD8<sup>+</sup> T cell niches associated with inflamed microglia displaying an interferon response and upregulated lipid metabolism. To investigate their function, we deleted ATP-binding cassette transporters A1 and G1 (ABCA1/G1) in the microglia of mice with experimental autoimmune encephalomyelitis (EAE), which increased the formation of lipid-storing phagocytes that amplified inflammation. Moreover, pharmacologically targeting sterol metabolism mitigated foam cell formation and inflammatory demyelination in EAE. Thus, our high-resolution map of immune niches in chronic active MS lesions identifies a role for lipid-storing, dysfunctional microglia in persistent neuroinflammation.
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