Changes of Functional and Directed Resting-State Connectivity Are Associated with Neuronal Oscillations, ApoE Genotype and Amyloid Deposition in Mild Cognitive Impairment

被引:37
作者
Michels, Lars [1 ,2 ]
Muthuraman, Muthuraman [3 ,4 ]
Anwar, Abdul R. [3 ]
Kollias, Spyros [1 ]
Leh, Sandra E. [5 ]
Riese, Florian [5 ]
Unschuld, Paul G. [5 ]
Siniatchkin, Michael [6 ]
Gietl, Anton F. [5 ]
Hock, Christoph [5 ]
机构
[1] Univ Hosp Zurich, Clin Neuroradiol, Zurich, Switzerland
[2] Univ Childrens Hosp Zurich, MR Ctr, Zurich, Switzerland
[3] Univ Kiel, Clin Neurol, Kiel, Germany
[4] Johannes Gutenberg Univ Mainz, Clin Neurol, Mainz, Germany
[5] Univ Zurich, Div Psychiat Res & Psychogeriatr Med, Zurich, Switzerland
[6] Christian Albrechts Univ Kiel, Inst Med Psychol & Med Sociol, Kiel, Germany
来源
FRONTIERS IN AGING NEUROSCIENCE | 2017年 / 9卷
基金
瑞士国家科学基金会;
关键词
mild cognitive impairment; EEG; directed connectivity; amyloid deposition; apolipoprotein epsilon 4; APOLIPOPROTEIN-E-GENOTYPE; MULTIVARIATE AUTOREGRESSIVE MODELS/; DORSOLATERAL PREFRONTAL CORTEX; STAGE ALZHEIMERS-DISEASE; WORKING-MEMORY TASK; EEG SYNCHRONIZATION; QUANTITATIVE EEG; HUMAN BRAIN; NEUROPSYCHOLOGICAL ASSESSMENT; CORTICAL CONNECTIVITY;
D O I
10.3389/fnagi.2017.00304
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
The assessment of effects associated with cognitive impairment using electroencephalography (EEG) power mapping allows the visualization of frequency-band specific local changes in oscillatory activity. In contrast, measures of coherence and dynamic source synchronization allow for the study of functional and effective connectivity, respectively. Yet, these measures have rarely been assessed in parallel in the context of mild cognitive impairment (MCI) and furthermore it has not been examined if they are related to risk factors of Alzheimer's disease (AD) such as amyloid deposition and apolipoprotein epsilon 4 (ApoE) allele occurrence. Here, we investigated functional and directed connectivities with Renormalized Partial Directed Coherence (RPDC) in 17 healthy controls (HC) and 17 participants with MCI. Participants underwent ApoE-genotyping and Pittsburgh compound B positron emission tomography (PiB-PET) to assess amyloid deposition. We observed lower spectral source power in MCI in the alpha and beta bands. Coherence was stronger in HC than MCI across different neuronal sources in the delta, theta, alpha, beta and gamma bands. The directed coherence analysis indicated lower information flow between fronto-temporal (including the hippocampus) sources and unidirectional connectivity in MCI. In MCI, alpha and beta RPDC showed an inverse correlation to age and gender; global amyloid deposition was inversely correlated to alpha coherence, RPDC and beta and gamma coherence. Furthermore, the ApoE status was negatively correlated to alpha coherence and RPDC, beta RPDC and gamma coherence. A classification analysis of cognitive state revealed the highest accuracy using EEG power, coherence and RPDC as input. For this small but statistically robust (Bayesian power analyses) sample, our results suggest that resting EEG related functional and directed connectivities are sensitive to the cognitive state and are linked to ApoE and amyloid burden.
引用
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页数:16
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