Collections / Spatial transcriptomics identifies regional disruptions in brain rhythmic gene expression in a mouse model of Alzheimer’s disease

Spatial transcriptomics identifies regional disruptions in brain rhythmic gene expression in a mouse model of Alzheimer’s disease

Alzheimer's disease (AD) is a progressive neurodegenerative disorder that impairs memory, cognitive function, and the ability to perform everyday activities. In addition to cognitive decline, behavioral disturbances in the sleep-wake cycle such as progressive fragmentation of sleep, decreased total sleep time, and increased confusion or restlessness in the evening (sundowning) are a hallmark of AD. Emerging evidence suggests that these disruptions in sleep and behavior may be underpinned by molecular dysregulation of the circadian clock. Here, we utilize Visium spatial transcriptomics to characterize diurnal transcriptional rhythms across various brain regions in APP23 transgenic mice, a model of AD, and their non-transgenic littermates in 7- and 14-month old mice. We reveal significant alterations in rhythmic gene expression in APP23-TG mice, particularly in the hippocampus and cortex. These changes were evident in 7-month-old animals, coinciding with early amyloid deposition and persisted with advancing pathology. This study offers novel insights into the large-scale dysregulation of rhythmic gene expression in AD, highlighting molecular pathways connected to circadian disruption at various stages of the disease. It underscores the potential role of these disruptions in AD progression and opens new avenues for diagnosis, treatment, and management.

Datasets34
Size~1.7 GB
AssayVisium
Samplemouse · brain
KindTime course
PMID:41659563 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse282203")
coll.ordered_artifacts.df()                 # the 34 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
GSM8638002
mouse brain 33 MB 3,516 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size33 MB
Obs3,516
Magnificationother · 6.148 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637961
mouse brain Alzheimer disease 62 MB 3,499 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size62 MB
Obs3,499
Magnificationother · 5.976 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637964
mouse brain Alzheimer disease 65 MB 3,646 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size65 MB
Obs3,646
Magnificationother · 5.967 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637969
mouse brain Alzheimer disease 30 MB 3,540 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size30 MB
Obs3,540
Magnificationother · 5.092 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637996
mouse brain 54 MB 4,221 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size54 MB
Obs4,221
Magnificationother · 6.344 µm/px
bronze H&E Open in Vitessce
Visium
Mouse brain
GSM8638006
mouse brain 45 MB 3,473 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size45 MB
Obs3,473
bronze H&E
Open in Vitessce
Visium
Mouse brain
GSM8637997
mouse brain 41 MB 3,344 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size41 MB
Obs3,344
Magnificationother · 6.117 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8638001
mouse brain 63 MB 3,735 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size63 MB
Obs3,735
Magnificationother · 5.355 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637966
mouse brain Alzheimer disease 57 MB 3,546 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size57 MB
Obs3,546
Magnificationother · 5.730 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637998
mouse brain 36 MB 3,740 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size36 MB
Obs3,740
Magnificationother · 5.354 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637962
mouse brain Alzheimer disease 37 MB 3,697 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size37 MB
Obs3,697
Magnificationother · 6.324 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8638004
mouse brain 69 MB 3,805 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size69 MB
Obs3,805
Magnificationother · 6.128 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637993
mouse brain 56 MB 3,768 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size56 MB
Obs3,768
Magnificationother · 5.807 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8638003
mouse brain 63 MB 3,249 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size63 MB
Obs3,249
Magnificationother · 5.848 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637971
mouse brain Alzheimer disease 23 MB 3,672 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size23 MB
Obs3,672
Magnificationother · 5.096 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8638008
mouse brain 36 MB 3,417 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size36 MB
Obs3,417
Magnificationother · 6.122 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637995
mouse brain 52 MB 3,338 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size52 MB
Obs3,338
Magnificationother · 5.348 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637973
mouse brain Alzheimer disease 31 MB 3,613 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size31 MB
Obs3,613
Magnificationother · 5.097 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8638005
mouse brain 65 MB 3,533 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size65 MB
Obs3,533
Magnificationother · 5.842 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637976
mouse brain Alzheimer disease 43 MB 3,440 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size43 MB
Obs3,440
Magnificationother · 6.339 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637968
mouse brain Alzheimer disease 53 MB 3,556 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size53 MB
Obs3,556
Magnificationother · 5.973 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637999
mouse brain 52 MB 3,431 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size52 MB
Obs3,431
Magnificationother · 6.327 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8638000
mouse brain 72 MB 3,403 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size72 MB
Obs3,403
Magnificationother · 6.116 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637963
mouse brain Alzheimer disease 56 MB 3,584 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size56 MB
Obs3,584
Magnificationother · 5.134 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637974
mouse brain Alzheimer disease 47 MB 3,037 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size47 MB
Obs3,037
Magnificationother · 5.648 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8638024
mouse brain 43 MB 3,657 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size43 MB
Obs3,657
Magnificationother · 15.523 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637965
mouse brain Alzheimer disease 61 MB 3,552 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size61 MB
Obs3,552
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637975
mouse brain Alzheimer disease 63 MB 3,709 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size63 MB
Obs3,709
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637967
mouse brain Alzheimer disease 44 MB 2,980 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size44 MB
Obs2,980
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637970
mouse brain Alzheimer disease 56 MB 3,256 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size56 MB
Obs3,256
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637972
mouse brain Alzheimer disease 52 MB 3,583 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
ConditionAlzheimer disease
Size52 MB
Obs3,583
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8638007
mouse brain 47 MB 3,434 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size47 MB
Obs3,434
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8638022
mouse brain 40 MB 3,237 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size40 MB
Obs3,237
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8637994
mouse brain 63 MB 4,045 obs bronze H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size63 MB
Obs4,045
bronze H&E Open in Vitessce

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