Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA.
Area Brain Aging and Mental Health, New York State Psychiatric Institute, New York, NY, USA.
Mol Psychiatry. 2023 Oct;28(10):4399-4406. doi: 10.1038/s41380-023-02214-9. Epub 2023 Aug 18.
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 the 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.
睡眠及相关障碍可导致大脑各网络发生变化,但目前对于淀粉样蛋白β(Aβ)负荷(阿尔茨海默病(AD)的关键生物标志物)在老年人群中睡眠障碍与静息状态功能连接改变之间的关系中的作用知之甚少。本横断面研究使用来自阿尔茨海默病神经影像学倡议(ADNI)的大型数据集,考察了睡眠障碍、Aβ负荷与 rsFC 之间的关系。样本包括 489 名个体(53.6%认知正常,32.5%轻度认知障碍,13.9%AD),他们在基线时完成了睡眠评估(神经精神问卷)、PET Aβ数据和静息态 fMRI 扫描。在参与者中比较了有睡眠障碍和无睡眠障碍者的突显网络(SN)、默认模式网络(DMN)和额顶网络(FPN)的内和内 rsFC。使用线性回归,控制年龄、诊断状态、性别、镇静剂和催眠剂的使用以及高血压,评估了 Aβ阳性与睡眠障碍之间的相互作用。尽管在 rsFC 上未发现睡眠障碍的显著主效应,但在 SN 的 rsFC 上,Aβ阳性与睡眠障碍之间出现了显著的交互项(β=0.11,P=0.006)。具体而言,只有在存在 Aβ负荷的情况下,睡眠障碍才与 SN 的过度连接相关。当 Aβ在大脑中积累时,睡眠障碍可能导致 SN 连接改变。具有 AD 病理的个体可能存在睡眠相关 rsFC 异常的风险增加;因此,在这些个体中识别和治疗睡眠问题可能有助于防止疾病进一步进展。