Collections / Intercellular signaling and synaptic deconstruction uncovered by single-cell and spatial transcriptomics in an AD tauopathy model

Intercellular signaling and synaptic deconstruction uncovered by single-cell and spatial transcriptomics in an AD tauopathy model

Alzheimer’s disease (AD) is the leading cause of dementia in elderly individuals worldwide; however, all the mechanisms leading to its onset and progression are not fully understood. Here, we report single-cell multiome and spatial transcriptomics analysis of the brain in a transgenic rat model of human-like tauopathy. In this advanced transgenic model, we have identified new markers of a tau-driven AD pathology and provided single-cell evidence for previously known genes implicated in AD. Our findings reveal how tau pathological hyperphosphorylation and aging alter ligand-receptor communication, transcription factor regulatory networks, and specific cellular networks. Notably, we found intriguing changes in cell communication involving glutamatergic transmission and netrin signaling as a consequence of the tauopathy. Overall, this study reinforces the concept of synaptic dysfunction as a hallmark of AD and highlights potential targets for future mechanistic investigations or novel therapeutic strategies.

Datasets4
Size~219 MB
AssayVisium
Samplerat · brain
KindTime course
PMID:41249845 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse305314")
coll.ordered_artifacts.df()                 # the 4 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
GSM9168623
rat brain Alzheimer disease 57 MB 7,451 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
ConditionAlzheimer disease
Size57 MB
Obs7,451
Magnificationother · 4.218 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9168624
rat brain 57 MB 7,036 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Size57 MB
Obs7,036
Magnificationother · 4.295 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9168625
rat brain Alzheimer disease 54 MB 5,576 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
ConditionAlzheimer disease
Size54 MB
Obs5,576
Magnificationother · 4.221 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Rat brain
GSM9168626
rat brain 52 MB 6,080 obs bronze H&E
TechnologyVisium
Organismrat
Tissuebrain
Size52 MB
Obs6,080
bronze H&E Open in Vitessce

Cite this collection

No linked publication found — please cite the data source.