Molecular Atlas of the Adult Mouse Brain
from sddb import Catalog
cohort = Catalog().collection("doi-10-1126-sciadv-abb3446")
cohort.members # the 75 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="doi-10.1126/sciadv.abb3446")
coll.ordered_artifacts.to_dataframe() # the 75 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 doi-10-1126-sciadv-abb3446 --dest data/ Licenses: 75 CC BY-NC-SA 4.0
Molecular atlas of the adult mouse brain.
Brain maps are essential for integrating information and interpreting the structure-function relationship of circuits and behavior. We aimed to generate a systematic classification of the adult mouse brain based purely on the unbiased identification of spatially defining features by employing whole-brain spatial transcriptomics. We found that the molecular information was sufficient to deduce the complex and detailed neuroanatomical organization of the brain. The unsupervised (non-expert, data-driven) classification revealed new area- and layer-specific subregions, for example in isocortex and hippocampus, and new subdivisions of striatum. The molecular atlas further supports the characterization of the spatial identity of neurons from their single-cell RNA profile, and provides a resource for annotating the brain using a minimal gene set-a brain palette. In summary, we have established a molecular atlas to formally define the spatial organization of brain regions, including the molecular code for mapping and targeting of discrete neuroanatomical domains.
Cite this collection
doi.org/10.1126/sciadv.abb3446 ↗@article{Ortiz_2020,
title = {Molecular atlas of the adult mouse brain},
volume = {6},
ISSN = {2375-2548},
url = {http://dx.doi.org/10.1126/sciadv.abb3446},
DOI = {10.1126/sciadv.abb3446},
number = {26},
journal = {Science Advances},
publisher = {American Association for the Advancement of Science (AAAS)},
author = {Ortiz, Cantin and Navarro, Jose Fernandez and Jurek, Aleksandra and Märtin, Antje and Lundeberg, Joakim and Meletis, Konstantinos},
year = {2020},
month = June
}