Biomedical Engineering Group, University of Valladolid, Spain.
Department of Radiation Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands.
J Alzheimers Dis. 2018;65(3):843-854. doi: 10.3233/JAD-170475.
Neuroimaging techniques have demonstrated over the years their ability to characterize the brain abnormalities associated with different neurodegenerative diseases. Among all these techniques, magnetoencephalography (MEG) stands out by its high temporal resolution and noninvasiveness. The aim of the present study is to explore the coupling patterns of resting-state MEG activity in subjects with mild cognitive impairment (MCI). To achieve this goal, five minutes of spontaneous MEG activity were acquired with a 148-channel whole-head magnetometer from 18 MCI patients and 26 healthy controls. Inter-channel relationships were investigated by means of two complementary coupling measures: coherence and Granger causality. Coherence is a classical method of functional connectivity, while Granger causality quantifies effective (or causal) connectivity. Both measures were calculated in the five conventional frequency bands: delta (δ, 1-4 Hz), theta (θ, 4-8 Hz), alpha (α, 8-13 Hz), beta (β, 13-30 Hz), and gamma (γ, 30-45 Hz). Our results showed that connectivity values were lower for MCI patients than for controls in all frequency bands. However, only Granger causality revealed statistically significant differences between groups (p-values < 0.05, FDR corrected Mann-Whitney U-test), mainly in the beta band. Our results support the role of MCI as a disconnection syndrome, which elicits early alterations in effective connectivity patterns. These findings can be helpful to identify the neural substrates involved in prodromal stages of dementia.
神经影像学技术多年来证明了其能够对与不同神经退行性疾病相关的大脑异常进行特征描述。在所有这些技术中,脑磁图(MEG)因其高时间分辨率和非侵入性而脱颖而出。本研究旨在探索轻度认知障碍(MCI)患者静息状态 MEG 活动的耦合模式。为了实现这一目标,从 18 名 MCI 患者和 26 名健康对照者中使用 148 通道全头磁力计采集了 5 分钟的自发 MEG 活动。通过两种互补的耦合测量方法来研究通道间的关系:相干性和格兰杰因果关系。相干性是功能连接的经典方法,而格兰杰因果关系则量化了有效(或因果)连接。这两种测量方法都在五个常规频带中计算:δ(δ,1-4 Hz)、θ(θ,4-8 Hz)、α(α,8-13 Hz)、β(β,13-30 Hz)和γ(γ,30-45 Hz)。我们的结果表明,在所有频带中,MCI 患者的连接值均低于对照组。然而,只有格兰杰因果关系显示了组间存在统计学上的显著差异(p 值<0.05,经 FDR 校正的曼-惠特尼 U 检验),主要在β频带。我们的研究结果支持 MCI 作为一种连接中断综合征的作用,这会引起有效连接模式的早期改变。这些发现有助于识别痴呆症前阶段涉及的神经基础。