Computational Neuroscience Group, Center for Brain and Cognition, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Catalonia, Spain.
Department of Radiology (IDI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Cereb Cortex. 2021 Mar 31;31(5):2466-2481. doi: 10.1093/cercor/bhaa367.
Normal aging causes disruptions in the brain that can lead to cognitive decline. Resting-state functional magnetic resonance imaging studies have found significant age-related alterations in functional connectivity across various networks. Nevertheless, most of the studies have focused mainly on static functional connectivity. Studying the dynamics of resting-state brain activity across the whole-brain functional network can provide a better characterization of age-related changes. Here, we employed two data-driven whole-brain approaches based on the phase synchronization of blood-oxygen-level-dependent signals to analyze resting-state fMRI data from 620 subjects divided into two groups (middle-age group (n = 310); age range, 50-64 years versus older group (n = 310); age range, 65-91 years). Applying the intrinsic-ignition framework to assess the effect of spontaneous local activation events on local-global integration, we found that the older group showed higher intrinsic ignition across the whole-brain functional network, but lower metastability. Using Leading Eigenvector Dynamics Analysis, we found that the older group showed reduced ability to access a metastable substate that closely overlaps with the so-called rich club. These findings suggest that functional whole-brain dynamics are altered in aging, probably due to a deficiency in a metastable substate that is key for efficient global communication in the brain.
正常衰老会导致大脑功能紊乱,从而导致认知能力下降。静息态功能磁共振成像研究发现,不同网络之间的功能连接存在显著的与年龄相关的改变。然而,大多数研究主要集中在静态功能连接上。研究整个大脑功能网络中静息态脑活动的动力学可以更好地表征与年龄相关的变化。在这里,我们采用了两种基于血氧水平依赖信号相位同步的全脑数据驱动方法,对来自 620 名受试者的静息态 fMRI 数据进行了分析,这些受试者分为两组(中年组(n=310);年龄范围,50-64 岁与老年组(n=310);年龄范围,65-91 岁)。应用内在点火框架来评估自发局部激活事件对局部-全局整合的影响,我们发现老年组在整个大脑功能网络中表现出更高的内在点火,但较低的亚稳定性。使用主导特征向量动力学分析,我们发现老年组在进入与所谓的丰富俱乐部密切重叠的亚稳定子状态的能力下降。这些发现表明,随着年龄的增长,大脑的整体功能动力学发生了改变,这可能是由于缺乏一个对大脑中有效全局通信至关重要的亚稳定子状态。