Center for Brain Disorders and Cognitive Sciences, School of Psychology, Shenzhen University, Shenzhen, China.
Shenzhen-Hong Kong Institute of Brain Science, Shenzhen, China.
J Alzheimers Dis. 2022;88(1):273-290. doi: 10.3233/JAD-215649.
BOLD signals in the gray matter (GM) and white matter (WM) are tightly coupled. However, our understanding of the cross-tissue functional network in Alzheimer's disease (AD) is limited.
We investigated the changes of cross-tissue functional connectivity (FC) metrics for the GM regions susceptible to AD damage.
For each GM region in the default mode (DMN) and limbic networks, we obtained its low-order static FC with any WM region, and the high-order static FC between any two WM regions based on their FC pattern similarity with multiple GM regions. The dynamic and directional properties of cross-tissue FC were then acquired, specifically for the regional pairs whose low- or high-order static FCs showed significant differences between AD and normal control (NC). Moreover, these cross-tissue FC metrics were correlated with voxel-based GM volumes and MMSE in all participants.
Compared to NC, AD patients showed decreased low-order static FCs between the intra-hemispheric GM-WM pairs (right ITG-right fornix; left MoFG-left posterior corona radiata), and increased low-order static, dynamic, and directional FCs between the inter-hemispheric GM-WM pairs (right MTG-left superior/posterior corona radiata). The high-order static and directional FCs between the left cingulate bundle-left tapetum were increased in AD, based on their FCs with the GMs of DMN. Those decreased and increased cross-tissue FC metrics in AD had opposite correlations with memory-related GM volumes and MMSE (positive for the decreased and negative for the increased).
Cross-tissue FC metrics showed opposite changes in AD, possibly as useful neuroimaging biomarkers to reflect neurodegenerative and compensatory mechanisms.
灰质(GM)和白质(WM)中的 BOLD 信号紧密耦合。然而,我们对阿尔茨海默病(AD)中跨组织功能网络的理解有限。
我们研究了易受 AD 损伤的 GM 区域的跨组织功能连接(FC)指标的变化。
对于默认模式(DMN)和边缘网络中的每个 GM 区域,我们获得了与任何 WM 区域的低阶静态 FC,以及基于与多个 GM 区域的 FC 模式相似性的任何两个 WM 区域之间的高阶静态 FC。然后,我们获得了跨组织 FC 的动态和方向特性,特别是对于低阶或高阶静态 FC 在 AD 和正常对照组(NC)之间存在显著差异的区域对。此外,这些跨组织 FC 指标与所有参与者的基于体素的 GM 体积和 MMSE 相关。
与 NC 相比,AD 患者表现出同侧 GM-WM 对(右侧 ITG-右侧穹窿;左侧 MoFG-左侧后冠状辐射)的低阶静态 FC 降低,以及跨半球 GM-WM 对(右侧 MTG-左侧高级/后冠状辐射)的低阶静态、动态和方向 FC 增加。基于与 DMN 中 GM 的 FC,AD 中左扣带束-左脉络膜的高阶静态和方向 FC 增加。AD 中降低和增加的跨组织 FC 指标与与记忆相关的 GM 体积和 MMSE 呈相反的相关性(降低为正,增加为负)。
AD 中跨组织 FC 指标表现出相反的变化,可能是反映神经退行性和代偿性机制的有用神经影像学生物标志物。