Collections / Spatiotemporal transcriptomic mapping reveals region-specific glial activation and astrocyte subtype shifts in epileptogenesis beyond the hippocampus

Spatiotemporal transcriptomic mapping reveals region-specific glial activation and astrocyte subtype shifts in epileptogenesis beyond the hippocampus

Temporal lobe epilepsy (TLE) is a prevalent neurological disorder often initiated by status epilepticus (SE), followed by a latent phase that culminates in chronic epilepsy. The molecular and cellular mechanisms driving this transformation remain incompletely understood. Here, we applied Visium-based spatial transcriptomics to coronal brain sections from lithium-pilocarpine–induced SE rats and controls (n = 16) to map transcriptional dynamics across epileptogenesis. Spatial clustering accurately defined anatomically relevant regions and canonical markers in controls. Comparative analyses revealed extensive SE-associated transcriptional alterations spanning latent and chronic phases across all examined regions. Notably, spatial profiling demonstrated that microglial activation and reactive astrogliosis extended well beyond the hippocampus, encompassing white matter tracts and multiple thalamic nuclei during the latent phase. Cell-type deconvolution further identified pronounced regional shifts in astrocyte functional subtypes within these reactive zones. These findings uncover the spatial heterogeneity of epileptogenic processes, highlighting previously underappreciated thalamic and white matter involvement. The identification of region-specific glial responses and astrocyte subtype transitions provides new mechanistic insights into epileptogenesis and underscores the need for region- and cell-type–targeted strategies to inform therapeutic interventions in TLE.

Datasets16
Size~920 MB
AssayVisium
Samplerat · brain
KindTime course
Flag a data issue
PMID:41540500 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("geo-gse301260")
cohort.members        # the 16 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-gse301260")
coll.ordered_artifacts.to_dataframe()   # the 16 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-gse301260 --dest data/

Licenses: 16 NCBI GEO policy

Open in Vitessce
Visium
Rat brain
GSM9078937
rat brain 57.6 MB 3,268 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Size57.6 MB
Spots3,268
Magnificationother · 3.276 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078934
rat brain 79.0 MB 3,405 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Size79.0 MB
Spots3,405
Magnificationother · 3.272 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Visium
Rat brain
GSM9078939
rat brain temporal lobe epilepsy 49.4 MB 2,907 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size49.4 MB
Spots2,907
bronze H&E NCBI GEO policy
Open in Vitessce
Visium
Rat brain
GSM9078945
rat brain 52.9 MB 3,098 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Size52.9 MB
Spots3,098
Magnificationother · 3.272 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078943
rat brain 57.3 MB 3,484 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Size57.3 MB
Spots3,484
Magnificationother · 3.265 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078936
rat brain 52.6 MB 2,658 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Size52.6 MB
Spots2,658
Magnificationother · 3.279 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078931
rat brain temporal lobe epilepsy 46.3 MB 2,860 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size46.3 MB
Spots2,860
Magnificationother · 3.271 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078940
rat brain temporal lobe epilepsy 59.9 MB 3,583 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size59.9 MB
Spots3,583
Magnificationother · 3.269 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078932
rat brain temporal lobe epilepsy 54.8 MB 2,889 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size54.8 MB
Spots2,889
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078942
rat brain 57.0 MB 3,027 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Size57.0 MB
Spots3,027
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078930
rat brain temporal lobe epilepsy 63.5 MB 3,470 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size63.5 MB
Spots3,470
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078941
rat brain temporal lobe epilepsy 55.0 MB 2,901 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size55.0 MB
Spots2,901
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078944
rat brain 56.9 MB 3,162 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Size56.9 MB
Spots3,162
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078933
rat brain temporal lobe epilepsy 56.4 MB 3,205 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size56.4 MB
Spots3,205
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078938
rat brain temporal lobe epilepsy 66.9 MB 3,480 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size66.9 MB
Spots3,480
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078935
rat brain 54.6 MB 3,184 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismrat
Tissuebrain
Size54.6 MB
Spots3,184
bronze H&E NCBI GEO policy Open in Vitessce

Cite this collection

doi.org/10.1186/s40478-026-02224-y ↗
BibTeX
@article{Dufour_2026,
  title = {Spatiotemporal transcriptomic mapping reveals region-specific glial activation and astrocyte shifts in epileptogenesis beyond the hippocampus},
  volume = {14},
  ISSN = {2051-5960},
  url = {http://dx.doi.org/10.1186/s40478-026-02224-y},
  DOI = {10.1186/s40478-026-02224-y},
  number = {1},
  journal = {Acta Neuropathologica Communications},
  publisher = {Springer Science and Business Media LLC},
  author = {Dufour, Adrien and Le Priol, Christophe and Porte, Baptiste and Jouanard, Ronan and Maurizio, Julien and Receveur, Anne-Elodie and Auvin, Stéphane and Van Steenwinckel, Juliette and Gressens, Pierre and Delahaye-Duriez, Andrée},
  year = {2026},
  month = Jan
}