Oscillatory hyperactivity and hyperconnectivity in young APOE-ɛ4 carriers and hypoconnectivity in Alzheimer's disease.
Loes KoelewijnThomas M LancasterDavid LindenDiana C DimaBethany C RoutleyLorenzo MagazziniKali BarawiLisa BrindleyRachael AdamsKatherine E TanseyAline BompasAndrea TalesAntony BayerKrish D SinghPublished in: eLife (2019)
We studied resting-state oscillatory connectivity using magnetoencephalography in healthy young humans (N = 183) genotyped for APOE-ɛ4, the greatest genetic risk for Alzheimer's disease (AD). Connectivity across frequencies, but most prevalent in alpha/beta, was increased in APOE-ɛ4 in a set of mostly right-hemisphere connections, including lateral parietal and precuneus regions of the Default Mode Network. Similar regions also demonstrated hyperactivity, but only in gamma (40-160 Hz). In a separate study of AD patients, hypoconnectivity was seen in an extended bilateral network that partially overlapped with the hyperconnected regions seen in young APOE-ɛ4 carriers. Using machine-learning, AD patients could be distinguished from elderly controls with reasonable sensitivity and specificity, while young APOE-e4 carriers could also be distinguished from their controls with above chance performance. These results support theories of initial hyperconnectivity driving eventual profound disconnection in AD and suggest that this is present decades before the onset of AD symptomology.
Keyphrases
- resting state
- cognitive decline
- functional connectivity
- end stage renal disease
- middle aged
- high fat diet
- ejection fraction
- newly diagnosed
- chronic kidney disease
- prognostic factors
- type diabetes
- multiple sclerosis
- patient reported outcomes
- gene expression
- autism spectrum disorder
- dna methylation
- adipose tissue
- mild cognitive impairment
- white matter
- genome wide
- metabolic syndrome
- working memory
- insulin resistance