1 Laboratory of Cognitive and Computational Neuroscience, Center for Biomedical Technology, Complutense University of Madrid and Technical University of Madrid 28223, Spain.
2 Department of Basic Psychology II, Complutense University of Madrid 28223, Spain.
Int J Neural Syst. 2017 Dec;27(8):1750041. doi: 10.1142/S0129065717500411. Epub 2017 Aug 16.
Subjective Cognitive Decline (SCD) is a largely unknown state thought to represent a preclinical stage of Alzheimer's Disease (AD) previous to mild cognitive impairment (MCI). However, the course of network disruption in these stages is scarcely characterized.
We employed resting state magnetoencephalography in the source space to calculate network smallworldness, clustering, modularity and transitivity. Nodal measures (clustering and node degree) as well as modular partitions were compared between groups.
The MCI group exhibited decreased smallworldness, clustering and transitivity and increased modularity in theta and beta bands. SCD showed similar but smaller changes in clustering and transitivity, while exhibiting alterations in the alpha band in opposite direction to those showed by MCI for modularity and transitivity. At the node level, MCI disrupted both clustering and nodal degree while SCD showed minor changes in the latter. Additionally, we observed an increase in modular partition variability in both SCD and MCI in theta and beta bands.
SCD elders exhibit a significant network disruption, showing intermediate values between HC and MCI groups in multiple parameters. These results highlight the relevance of cognitive concerns in the clinical setting and suggest that network disorganization in AD could start in the preclinical stages before the onset of cognitive symptoms.
主观认知衰退(SCD)是一种目前知之甚少的状态,被认为是阿尔茨海默病(AD)的临床前阶段,早于轻度认知障碍(MCI)。然而,这些阶段的网络破坏过程尚未得到充分描述。
我们在源空间中使用静息态脑磁图来计算网络小世界特性、聚类、模块性和传递性。我们比较了组间的节点度量(聚类和节点度)以及模块分区。
MCI 组在θ和β频段表现出小世界特性、聚类和传递性降低,以及模块性增加。SCD 在聚类和传递性方面表现出类似但较小的变化,而在α频段的模块性和传递性方面则表现出与 MCI 相反的变化。在节点水平上,MCI 破坏了聚类和节点度,而 SCD 仅在后者方面表现出较小的变化。此外,我们在θ和β频段观察到 SCD 和 MCI 中模块分区变异性增加。
SCD 老年人表现出明显的网络破坏,在多个参数上介于 HC 和 MCI 组之间。这些结果强调了认知关注在临床环境中的重要性,并表明 AD 中的网络组织紊乱可能在出现认知症状之前的临床前阶段就开始了。