Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS): Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, Georgia, USA.
Department of Radiology, The 2nd Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China.
Brain Connect. 2021 Apr;11(3):189-200. doi: 10.1089/brain.2020.0819. Epub 2021 Feb 9.
Alzheimer's disease (AD) is a chronic neurodegenerative disorder frequently accompanied by cerebral small vessel disease (CSVD). However, the influence of CSVD on the brain functional connectivity in subjects along the AD continuum is still largely unknown. The current study combined the static and dynamic functional network connectivity (FNC) to explore the underlying mechanism. In this study, we included 182 healthy controls, 27 individuals with subjective cognitive decline (SCD), 27 with SCD+CSVD, 104 with mild cognitive impairment (MCI), 123 with MCI+CSVD, 16 with AD, and 62 with AD+CSVD. We examined the static and dynamic FNC within the default mode, salience, and cognitive control domains. We also assessed the association between atypical FNC patterns and cognitive impairments, as well as the pathologies. Static FNC results showed progressively increased within-domain connectivity and decreased between-domain connectivity along the AD continuum, especially in CSVD subjects. Dynamic FNC in CSVD subjects showed more occurrences in a highly modularized state and fewer occurrences in the diffusely connected state. Further analysis showed that neuropathology and CSVD burden divergently affect the FNC changes. The overall results demonstrate divergent abnormalities of FNC in CSVD and non-CSVD individuals along the AD continuum, which were divergently affected by neuropathology and CSVD burden. Specifically, those with CSVD show more static and dynamic FNC impairments, associated with cognitive decline. These findings may advance our understanding of the effect of CSVD on AD onset and progression, and provide potential hints for clinical treatment.
阿尔茨海默病(AD)是一种常见的慢性神经退行性疾病,常伴有脑小血管病(CSVD)。然而,CSVD 对 AD 连续体中受试者的脑功能连接的影响在很大程度上仍不清楚。本研究结合静息态和动态功能网络连接(FNC)来探索潜在机制。
在这项研究中,我们纳入了 182 名健康对照者、27 名主观认知减退(SCD)者、27 名 SCD+CSVD 者、104 名轻度认知障碍(MCI)者、123 名 MCI+CSVD 者、16 名 AD 者和 62 名 AD+CSVD 者。我们检查了默认模式、突显和认知控制域内的静息态和动态 FNC。我们还评估了非典型 FNC 模式与认知障碍以及与病理学之间的相关性。
静息态 FNC 结果显示,随着 AD 连续体的进展,CSVD 患者的域内连接逐渐增加,域间连接逐渐减少。CSVD 患者的动态 FNC 显示,在高度模块化状态下出现的次数更多,在弥散连接状态下出现的次数更少。进一步分析表明,神经病理学和 CSVD 负担对 FNC 的变化有不同的影响。
总的来说,这些结果表明,在 AD 连续体中,CSVD 和非 CSVD 个体的 FNC 存在不同的异常,它们受到神经病理学和 CSVD 负担的不同影响。具体来说,CSVD 患者的静息态和动态 FNC 损伤更多,与认知能力下降有关。这些发现可能有助于我们理解 CSVD 对 AD 发病和进展的影响,并为临床治疗提供潜在的提示。