Pulver Rachelle L, Kronberg Eugene, Medenblik Lindsey M, Kheyfets Vitaly O, Ramos Alberto R, Holtzman David M, Morris John C, Toedebusch Cristina D, Sillau Stefan H, Bettcher Brianne M, Lucey Brendan P, McConnell Brice V
bioRxiv. 2023 Feb 16:2023.02.15.528725. doi: 10.1101/2023.02.15.528725.
Memory-associated neural circuits produce oscillatory events within single-channel sleep electroencephalography (EEG), including theta bursts (TBs), sleep spindles (SPs) and multiple subtypes of slow waves (SWs). Changes in the temporal "coupling" of these events are proposed to serve as a biomarker for early stages of Alzheimer's disease (AD) pathogenesis.
We analyzed data from 205 aging adults, including single-channel sleep EEG, cerebrospinal fluid (CSF) AD-associated biomarkers, and Clinical Dementia Rating® (CDR®) scale. Individual SW events were sorted into high and low transition frequencies (TF) subtypes. We utilized time-frequency spectrogram locations within sleep EEG to "map" the precision of SW-TB and SW-SP neural circuit coupling in relation to amyloid positivity (by CSF Aβ /Aβ threshold), cognitive impairment (by CDR), and CSF levels of AD-associated biomarkers.
Cognitive impairment was associated with lower TB spectral power in both high and low TF SW-TB coupling (p<0.001, p=0.001). Cognitively unimpaired, amyloid positive aging adults demonstrated lower precision of the neural circuits propagating high TF SW-TB (p<0.05) and low TF SW-SP (p<0.005) event coupling, compared to cognitively unimpaired amyloid negative individuals. Biomarker correlations were significant for high TF SW-TB coupling with CSF Aβ /Aβ (p=0.005), phosphorylated-tau (p<0.005), and total-tau (p<0.05). Low TF SW-SP coupling was also correlated with CSF Aβ /Aβ (p<0.01).
Loss of integrity in neural circuits underlying sleep-dependent memory processing can be measured for both SW-TB and SW-SP coupling in spectral time-frequency space. Breakdown of sleep's memory circuit integrity is associated with amyloid positivity, higher levels of AD-associated pathology, and cognitive impairment.
与记忆相关的神经回路在单通道睡眠脑电图(EEG)中产生振荡事件,包括θ波爆发(TBs)、睡眠纺锤波(SPs)和多种慢波(SWs)亚型。这些事件的时间“耦合”变化被认为是阿尔茨海默病(AD)发病早期的生物标志物。
我们分析了205名老年人的数据,包括单通道睡眠EEG、脑脊液(CSF)中与AD相关的生物标志物以及临床痴呆评定量表(CDR)。将单个SW事件分为高转换频率(TF)和低转换频率亚型。我们利用睡眠EEG中的时频谱位置来“映射”SW-TB和SW-SP神经回路耦合相对于淀粉样蛋白阳性(通过CSF Aβ /Aβ 阈值)、认知障碍(通过CDR)以及AD相关生物标志物的CSF水平的精度。
在高TF和低TF的SW-TB耦合中,认知障碍均与较低的TB频谱功率相关(p<0.001,p=0.001)。与认知未受损的淀粉样蛋白阴性个体相比,认知未受损但淀粉样蛋白阳性的老年人在传播高TF SW-TB(p<0.05)和低TF SW-SP(p<0.005)事件耦合的神经回路中表现出较低的精度。高TF SW-TB耦合与CSF Aβ /Aβ (p=0.005)、磷酸化tau (p<0.005)和总tau(p<0.05)的生物标志物相关性显著。低TF SW-SP耦合也与CSF Aβ /Aβ 相关(p<0.01)。
在频谱时频空间中,可以测量与睡眠相关的记忆处理潜在神经回路的完整性丧失,这涉及SW-TB和SW-SP耦合。睡眠记忆回路完整性的破坏与淀粉样蛋白阳性、AD相关病理水平升高以及认知障碍有关。