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~877 MB
AssayVisium
Samplerat · brain
KindTime course
PMID:41540500 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse301260")
coll.ordered_artifacts.df()                 # the 16 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]

# …or load each straight into memory as a SpatialData object:
sdatas = {a.key: sd.read_zarr(a.cache()) for a in coll.ordered_artifacts.all()}
Open in Vitessce
Visium
Rat brain
GSM9078937
rat brain 55 MB 3,268 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Size55 MB
Obs3,268
Magnificationother · 3.276 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078934
rat brain 75 MB 3,405 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Size75 MB
Obs3,405
Magnificationother · 3.272 µm/px
bronze H&E Open in Vitessce
Visium
Rat brain
GSM9078939
rat brain temporal lobe epilepsy 47 MB 2,907 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size47 MB
Obs2,907
bronze H&E
Open in Vitessce
Visium
Rat brain
GSM9078945
rat brain 50 MB 3,098 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Size50 MB
Obs3,098
Magnificationother · 3.272 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078943
rat brain 55 MB 3,484 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Size55 MB
Obs3,484
Magnificationother · 3.265 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078936
rat brain 50 MB 2,658 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Size50 MB
Obs2,658
Magnificationother · 3.279 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078931
rat brain temporal lobe epilepsy 44 MB 2,860 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size44 MB
Obs2,860
Magnificationother · 3.271 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078940
rat brain temporal lobe epilepsy 57 MB 3,583 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size57 MB
Obs3,583
Magnificationother · 3.269 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078932
rat brain temporal lobe epilepsy 52 MB 2,889 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size52 MB
Obs2,889
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078942
rat brain 54 MB 3,027 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Size54 MB
Obs3,027
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078930
rat brain temporal lobe epilepsy 61 MB 3,470 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size61 MB
Obs3,470
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078941
rat brain temporal lobe epilepsy 52 MB 2,901 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size52 MB
Obs2,901
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078944
rat brain 54 MB 3,162 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Size54 MB
Obs3,162
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078933
rat brain temporal lobe epilepsy 54 MB 3,205 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size54 MB
Obs3,205
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078938
rat brain temporal lobe epilepsy 64 MB 3,480 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Conditiontemporal lobe epilepsy
Size64 MB
Obs3,480
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9078935
rat brain 52 MB 3,184 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Size52 MB
Obs3,184
bronze H&E Open in Vitessce

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