Department of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China.
Institute of Neuropsychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China.
CNS Neurosci Ther. 2023 Jun;29(6):1512-1524. doi: 10.1111/cns.14092. Epub 2023 Mar 21.
Subjective cognitive decline (SCD) and amnestic mild cognitive impairment (aMCI) are known as the preclinical and early stage of Alzheimer's disease (AD). The dorsal attention network (DAN) is mainly responsible for the "top-down" attention process. However, previous studies mainly focused on single functional modality and limited structure. This study aimed to investigate the multimodal alterations of DAN in SCD and aMCI to assess their diagnostic value in preclinical and early-stage AD.
Resting-state functional magnetic resonance imaging (MRI) was carried out to measure the fractional amplitude of low-frequency fluctuation (fALFF), regional homogeneity (ReHo), and functional connectivity (FC). Structural MRI was used to calculate the gray matter volume (GMV) and cortical thickness. Moreover, receiver-operating characteristic (ROC) analysis was used to distinguish these alterations in SCD and aMCI.
The SCD and aMCI groups showed both decreased ReHo in the right middle temporal gyrus (MTG) and decreased GMV compared to healthy controls (HCs). Especially in the SCD group, there were increased fALFF and increased ReHo in the left inferior occipital gyrus (IOG), decreased fALFF and increased FC in the left inferior parietal lobule (IPL), and reduced cortical thickness in the right inferior temporal gyrus (ITG). Furthermore, functional and structural alterations in the SCD and aMCI groups were closely related to episodic memory (EM), executive function (EF), and information processing speed (IPS). The combination of multiple indicators of DAN had a high accuracy in differentiating clinical stages.
Our current study demonstrated functional and structural alterations of DAN in SCD and aMCI, especially in the MTG, IPL, and SPL. Furthermore, cognitive performance was closely related to these significant alterations. Our study further suggested that the combined multiple indicators of DAN could be acted as the latent neuroimaging markers of preclinical and early-stage AD for their high diagnostic value.
主观认知下降(SCD)和遗忘型轻度认知障碍(aMCI)被认为是阿尔茨海默病(AD)的临床前和早期阶段。背侧注意网络(DAN)主要负责“自上而下”的注意过程。然而,之前的研究主要集中在单一功能模态和有限的结构上。本研究旨在探讨 SCD 和 aMCI 中 DAN 的多模态改变,以评估其在 AD 临床前和早期阶段的诊断价值。
进行静息态功能磁共振成像(MRI)测量,以测量低频振幅(fALFF)、局部一致性(ReHo)和功能连接(FC)。结构 MRI 用于计算灰质体积(GMV)和皮质厚度。此外,使用受试者工作特征(ROC)分析来区分 SCD 和 aMCI 中的这些改变。
SCD 和 aMCI 组与健康对照组(HCs)相比,右侧颞中回(MTG)的 ReHo 降低,GMV 降低。特别是在 SCD 组中,左侧枕下回(IOG)的 fALFF 和 ReHo 增加,左侧顶下小叶(IPL)的 fALFF 降低和 FC 增加,右侧颞下回(ITG)的皮质厚度降低。此外,SCD 和 aMCI 组的功能和结构改变与情景记忆(EM)、执行功能(EF)和信息处理速度(IPS)密切相关。DAN 的多个指标的组合在区分临床阶段方面具有较高的准确性。
我们的研究表明,SCD 和 aMCI 中 DAN 的功能和结构发生了改变,特别是在 MTG、IPL 和 SPL。此外,认知表现与这些显著改变密切相关。我们的研究进一步表明,DAN 的多个联合指标可以作为 AD 临床前和早期阶段的潜在神经影像学标志物,具有较高的诊断价值。