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从时变角度看睡眠剥夺后的异常动态功能连接。

Abnormal dynamic functional connectivity after sleep deprivation from temporal variability perspective.

机构信息

Engineering Research Center of Molecular and Neuro Imaging of the Ministry of Education, School of Life Sciences and Technology, Xidian University, Xi'an, China.

Intelligent Non-invasive Neuromodulation Technology and Transformation Joint Laboratory, Xidian University, Xi'an, China.

出版信息

Hum Brain Mapp. 2022 Aug 15;43(12):3824-3839. doi: 10.1002/hbm.25886. Epub 2022 May 7.

Abstract

Sleep deprivation (SD) is very common in modern society and regarded as a potential causal mechanism of several clinical disorders. Previous neuroimaging studies have explored the neural mechanisms of SD using magnetic resonance imaging (MRI) from static (comparing two MRI sessions [one after SD and one after resting wakefulness]) and dynamic (using repeated MRI during one night of SD) perspectives. Recent SD researches have focused on the dynamic functional brain organization during the resting-state scan. Our present study adopted a novel metric (temporal variability), which has been successfully applied to many clinical diseases, to examine the dynamic functional connectivity after SD in 55 normal young subjects. We found that sleep-deprived subjects showed increased regional-level temporal variability in large-scale brain regions, and decreased regional-level temporal variability in several thalamus subregions. After SD, participants exhibited enhanced intra-network temporal variability in the default mode network (DMN) and increased inter-network temporal variability in numerous subnetwork pairs. Furthermore, we found that the inter-network temporal variability between visual network and DMN was negative related with the slowest 10% respond speed (β = -.42, p = 5.57 × 10 ) of the psychomotor vigilance test after SD following the stepwise regression analysis. In conclusion, our findings suggested that sleep-deprived subjects showed abnormal dynamic brain functional configuration, which provides new insights into the neural underpinnings of SD and contributes to our understanding of the pathophysiology of clinical disorders.

摘要

睡眠剥夺(SD)在现代社会中非常普遍,被认为是几种临床疾病的潜在因果机制。以前的神经影像学研究已经从静态(比较两次磁共振成像扫描[一次在 SD 后,一次在清醒休息后])和动态(在一夜 SD 期间使用重复磁共振成像)的角度探索了 SD 的神经机制。最近的 SD 研究集中在静息状态扫描期间动态功能大脑组织。我们目前的研究采用了一种新的度量(时间变异性),该度量已成功应用于许多临床疾病,以检查 55 名正常年轻受试者在 SD 后的动态功能连接。我们发现,与睡眠充足的受试者相比,睡眠剥夺的受试者在大脑的大区域中表现出区域水平的时间变异性增加,而在几个丘脑亚区中表现出区域水平的时间变异性降低。SD 后,参与者在默认模式网络(DMN)中表现出增强的内网络时间变异性,并在许多子网对之间表现出增强的网络间时间变异性。此外,我们发现视觉网络和 DMN 之间的网络间时间变异性与 SD 后心理运动警戒测试中最慢的 10%响应速度(β=-.42,p=5.57×10)呈负相关,这是在逐步回归分析后得出的。总之,我们的研究结果表明,睡眠剥夺的受试者表现出异常的动态大脑功能配置,这为 SD 的神经基础提供了新的见解,并有助于我们理解临床疾病的病理生理学。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f759/9294309/922300bb13b5/HBM-43-3824-g003.jpg

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