Oscillatory hyperactivity and hyperconnectivity in young APOE-ε4 carriers and hypoconnectivity in Alzheimer's disease

被引:67
|
作者
Koelewijn, Loes [1 ]
Lancaster, Thomas M. [1 ,2 ,3 ]
Linden, David [1 ,2 ,3 ]
Dima, Diana C. [1 ]
Routley, Bethany C. [1 ]
Magazzini, Lorenzo [1 ]
Barawi, Kali [3 ]
Brindley, Lisa [1 ]
Adams, Rachael [1 ]
Tansey, Katherine E. [4 ]
Bompas, Aline [1 ]
Tales, Andrea [5 ]
Bayer, Antony [6 ]
Singh, Krish [1 ,2 ]
机构
[1] Cardiff Univ, Sch Psychol, Brain Res Imaging Ctr, Cardiff, S Glam, Wales
[2] Cardiff Univ, Neurosci & Mental Hlth Res Inst, Cardiff, S Glam, Wales
[3] Cardiff Univ, MRC Ctr Neuropsychiat Genet & Genom, Cardiff, S Glam, Wales
[4] Cardiff Univ, Coll Biomed & Life Sci, Core Bioinformat & Stat Team, Cardiff, S Glam, Wales
[5] Swansea Univ, Coll Human & Hlth Sci, Dept Psychol, Swansea, W Glam, Wales
[6] Cardiff Univ, Sch Med, Cardiff, S Glam, Wales
来源
ELIFE | 2019年 / 8卷
基金
英国医学研究理事会;
关键词
APOE EPSILON-4 ALLELE; CONSENSUS COGNITIVE BATTERY; APOLIPOPROTEIN-E; FUNCTIONAL CONNECTIVITY; AMYLOID-BETA; DEFAULT NETWORK; BRAIN ACTIVITY; A-BETA; EEG; MEG;
D O I
10.7554/eLife.36011
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We studied resting-state oscillatory connectivity using magnetoencephalography in healthy young humans (N = 183) genotyped for APOE-epsilon 4, the greatest genetic risk for Alzheimer's disease (AD). Connectivity across frequencies, but most prevalent in alpha/beta, was increased in APOE-epsilon 4 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-epsilon 4 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.
引用
收藏
页数:25
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