Kim Hyun, Zhu Xi, Zhao Yiming, Bell Sophie, Gehrman Philip, Cohen Daniel, Devanand Davangere, Goldberg Terry, Lee Seonjoo
Columbia University.
Columbia University Medical Center.
Res Sq. 2023 Feb 9:rs.3.rs-2547880. doi: 10.21203/rs.3.rs-2547880/v1.
Sleep and related disorders could lead to changes in various brain networks, but little is known about the role of amyloid β (Aβ) burden-a key Alzheimer's disease (AD) biomarker-in the relationship between sleep disturbance and altered resting state functional connectivity (rsFC) in older adults. This cross-sectional study examined the association between sleep disturbance, Aβ burden, and rsFC using a large-scale dataset from the Alzheimer's Disease Neuroimaging Initiative (ADNI). Sample included 489 individuals (53.6% cognitively normal, 32.5% mild cognitive impairment, and 13.9% AD) who had completed sleep measures (Neuropsychiatric Inventory), PET Aβ data, and resting-state fMRI scans at baseline. Within and between rsFC of the Salience (SN), the Default Mode (DMN) and the Frontal Parietal network (FPN) were compared between participants with sleep disturbance versus without sleep disturbance. The interaction between Aβ positivity and sleep disturbance was evaluated using linear regressions, controlling for age, diagnosis status, gender, sedatives and hypnotics use, and hypertension. Although no significant main effect of sleep disturbance was found on rsFC, a significant interaction term emerged between sleep disturbance and Aβ burden on rsFC of SN (β=0.11, P=0.006). Specifically, sleep disturbance was associated with SN hyperconnectivity, only with the presence of Aβ burden. Sleep disturbance may lead to altered connectivity in the SN when Aβ is accumulated in the brain. Individuals with AD pathology may be at increased risk for sleep-related aberrant rsFC; therefore, identifying and treating sleep problems in these individuals may help prevent further disease progression.
睡眠及相关障碍可能导致各种脑网络发生变化,但关于淀粉样蛋白β(Aβ)负荷(一种关键的阿尔茨海默病(AD)生物标志物)在老年人睡眠障碍与静息态功能连接(rsFC)改变之间的关系中所起的作用,人们了解甚少。这项横断面研究使用来自阿尔茨海默病神经影像倡议(ADNI)的大规模数据集,检验了睡眠障碍、Aβ负荷与rsFC之间的关联。样本包括489名个体(53.6%认知正常,32.5%轻度认知障碍,13.9%为AD患者),他们在基线时完成了睡眠测量(神经精神科问卷)、PET Aβ数据以及静息态功能磁共振成像扫描。比较了有睡眠障碍与无睡眠障碍参与者之间,突显网络(SN)、默认模式网络(DMN)和额顶叶网络(FPN)的rsFC在组内和组间的差异。使用线性回归评估Aβ阳性与睡眠障碍之间的相互作用,并对年龄、诊断状态、性别、镇静催眠药使用情况和高血压进行了控制。尽管未发现睡眠障碍对rsFC有显著的主效应,但在睡眠障碍与Aβ负荷对SN的rsFC之间出现了显著的交互项(β = 0.11,P = 0.006)。具体而言,仅在存在Aβ负荷的情况下,睡眠障碍与SN的超连接性相关。当大脑中积累Aβ时,睡眠障碍可能导致SN的连接性改变。患有AD病理特征的个体可能有与睡眠相关的异常rsFC的风险增加;因此,识别并治疗这些个体的睡眠问题可能有助于预防疾病的进一步进展。