Single cell deletion of the transcription factors Sox9 and Trps1 reveals novel functions in adult cortical astrocytes [Spatial transcriptomics]
Astrocytes play key roles in brain function but it is still poorly understood how these are orchestrated by pan-astrocyte transcriptions factors (TFs). Here we examined the function of the well-known pan-astrocyte TF Sox9 and the novel astrocyte TF Trps1 (Transcriptional Repressor GATA Binding 1) by Cas9-mediated in vivo deletion using Mokola-pseudotyped lentiviral delivery into the adult cerebral cortex. The consequences of deleting either Sox9 or Trps1 alone or simultaneously were explored at single cell level (by patch-based single cell transcriptomics) and tissue level (by spatial transcriptomics). This revealed TF-specific functions in astrocytes, like synapse maintenance and immune response, as well as non-cell-autonomous effects on the surrounding cells such as on oligodendrocytes and other immune cells. Interestingly, deleting both factors cancels out some effects, suggesting that they antagonize each other’s function to some extent. Taken together, this study reveals a novel role of Trps1 and Sox9 in adult astrocytes and their communication with other glial and immune cells.
from sddb import Catalog
cohort = Catalog().collection("geo-gse279676")
cohort.members # the 4 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-gse279676")
coll.ordered_artifacts.to_dataframe() # the 4 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-gse279676 --dest data/ Licenses: 4 NCBI GEO policy
Cite this collection
doi.org/10.1002/glia.24645 ↗@article{Natarajan_2024,
title = {Single Cell Deletion of the Transcription Factors Trps1 and Sox9 in Astrocytes Reveals Novel Functions in the Adult Cerebral Cortex},
volume = {73},
ISSN = {1098-1136},
url = {http://dx.doi.org/10.1002/glia.24645},
DOI = {10.1002/glia.24645},
number = {4},
journal = {Glia},
publisher = {Wiley},
author = {Natarajan, Poornemaa and Koupourtidou, Christina and de Resseguier, Thibault and Thorwirth, Manja and Bocchi, Riccardo and Fischer‐Sternjak, Judith and Gleiss, Sarah and Rodrigues, Diana and Myoga, Michael H. and Ninkovic, Jovica and Masserdotti, Giacomo and Götz, Magdalena},
year = {2024},
month = Nov,
pages = {737–758}
}