Collections / Distinct Molecular Patterns in R6/2 HD Mouse Brain: Insights from Spatiotemporal Transcriptomics [Spatial Transcriptomics]

Distinct Molecular Patterns in R6/2 HD Mouse Brain: Insights from Spatiotemporal Transcriptomics [Spatial Transcriptomics]

Huntington’s disease (HD) is a progressive neurodegenerative disease marked by widespread cellular disruption. To understand disease mechanisms by investigating transcriptional differences, we and others have utilized bulk and single cell transcriptomics which provide cell type information but limited spatial information. We therefore utilized 10x Genomics Visium spatial transcriptomics integrated with matched single nuclei-RNA-seq in the HD R6/2 mouse brain (postnatal day 0, 4- and 12-week) to examine disease trajectories across regions in a rapidly progressing model. Our data suggests regional, temporal and cell type specific regulatory pathways that establish distinct gene expression changes in brain. Synaptic dysfunction is observed broadly throughout the brain. We observed early dysregulation of the transcription factor Tcf-4 that may drive cortical changes. Mitochondrial deficits are the earliest changes, beginning at P0 in striatum prior to overt symptom onset together with increased expression of striatal identity genes that then become progressively downregulated. Finally, we identified a time-dependent dysregulation of neuropeptide Y signaling and potential interaction with the cAMP/PKA pathway, which may be involved in early imbalance between Drd1 and Drd2 neuron vulnerability.

Datasets16
Size~401 MB
AssayVisium
Samplemouse · brain
KindComparison
PMID:40482637 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse285858")
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
Mouse brain
GSM8711465
mouse brain 30 MB 2,779 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size30 MB
Obs2,779
Magnificationother · 3.621 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711463
mouse brain 25 MB 2,271 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size25 MB
Obs2,271
Magnificationother · 3.625 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711461
mouse brain Huntington disease 17 MB 1,049 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionHuntington disease
Size17 MB
Obs1,049
Magnificationother · 3.619 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711472
mouse brain Huntington disease 27 MB 2,184 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionHuntington disease
Size27 MB
Obs2,184
Magnificationother · 3.627 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711464
mouse brain 33 MB 2,543 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size33 MB
Obs2,543
Magnificationother · 3.631 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711471
mouse brain 37 MB 2,714 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size37 MB
Obs2,714
Magnificationother · 3.624 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711459
mouse brain 11 MB 728 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size11 MB
Obs728
Magnificationother · 3.622 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711468
mouse brain Huntington disease 34 MB 2,723 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionHuntington disease
Size34 MB
Obs2,723
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711474
mouse brain Huntington disease 25 MB 1,915 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionHuntington disease
Size25 MB
Obs1,915
Magnificationother · 3.623 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711462
mouse brain Huntington disease 15 MB 777 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionHuntington disease
Size15 MB
Obs777
Magnificationother · 3.652 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711473
mouse brain Huntington disease 26 MB 2,073 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionHuntington disease
Size26 MB
Obs2,073
Magnificationother · 3.628 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711469
mouse brain 25 MB 2,151 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size25 MB
Obs2,151
Magnificationother · 3.622 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711466
mouse brain Huntington disease 27 MB 2,592 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionHuntington disease
Size27 MB
Obs2,592
bronze H&E Open in Vitessce
Visium
Mouse brain
GSM8711460
mouse brain 14 MB 848 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size14 MB
Obs848
bronze H&E
Open in Vitessce
Visium
Mouse brain
GSM8711467
mouse brain Huntington disease 29 MB 2,445 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionHuntington disease
Size29 MB
Obs2,445
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8711470
mouse brain 26 MB 2,341 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size26 MB
Obs2,341
bronze H&E Open in Vitessce

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