Rui Zhao , Fu-Min Wang , Chen Cheng , Xue Li , Yin Wang , Fen Zhang , Shan-Gang Li , Yu-Hao Huang , Zi-Yi Zhao , Wei Wei , Xiao-Dan Zhang , Xue-Ping Su , Xue-Juan Yang , Wei Qin , Jin-Bo Sun
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In the present study, we adopted a data-driven, whole brain voxel-based graph-theoretical approach, intrinsic connectivity distribution (ICD) analysis, to examine changes of brain connectivity after SD in 52 normal young subjects without any prior knowledge. The cross-hemisphere ICD (ch-ICD) analysis was also performed to discover the effect of SD on cerebral lateralization. We found that sleep-deprived subjects showed significant reduced ICD in default mode network (DMN) and limbic network, and increased ICD in sensorimotor network. Furthermore, after SD, the ICD in the right precuneus showed significant correlation with psychomotor vigilance test (PVT) performance following the stepwise regression analysis after Bonferroni correction (<em>ICD = 0.43 - 0.62∗10 % fast reaction time</em> + <em>0.31∗the standard deviation of reaction time, p = 0.0012</em>). Follow-up seed-based FC analyses in the right precuneus revealed decreased FC to regions in DMN, visual network, ventral attentional network and frontal-parietal network. Nevertheless, no striking difference of ch-ICD was found following SD. 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引用次数: 0
摘要
神经影像学研究发现,剥夺睡眠一晚后,大脑功能连接(FC)会出现紊乱。这些研究利用基于感兴趣区(ROI)的经典分析或功能连接密度来探讨功能连接的改变。然而,这些方法需要先验地了解所选 ROI 的信息,并需要特定的相关性阈值来定义两个 ROI 或体素之间的连接,这可能会带来不一致的结果。在本研究中,我们采用了一种数据驱动的、基于全脑体素的图论方法--内在连通性分布(ICD)分析,在没有任何先验知识的情况下研究了52名正常年轻受试者在自毁后大脑连通性的变化。我们还进行了跨大脑半球 ICD(ch-ICD)分析,以发现自毁对大脑侧化的影响。我们发现,睡眠不足的受试者默认模式网络(DMN)和边缘网络的ICD明显减少,而感觉运动网络的ICD则明显增加。此外,在SD后,经Bonferroni校正后的逐步回归分析显示,右侧楔前叶的ICD与精神运动警觉性测试(PVT)成绩有显著相关性(ICD = 0.43 - 0.62∗10%快速反应时间 + 0.31∗反应时间的标准偏差,P = 0.0012)。对右侧楔前叶进行的基于种子的后续 FC 分析表明,DMN、视觉网络、腹侧注意网络和额叶-顶叶网络区域的 FC 下降。尽管如此,SD后的ch-ICD并未发现显著差异。总之,这些研究结果表明,DMN,尤其是楔前区可能是SD后与警觉相关的FC紊乱的枢纽,并可能为SD的干预提供新的见解。
Effects of one night of sleep deprivation on whole brain intrinsic connectivity distribution using a graph theory neuroimaging approach
Neuroimaging studies have revealed disturbances in brain functional connectivity (FC) after one night of sleep deprivation (SD). These researches explored the alterations of FC using classical regions of interest (ROI)-based analysis or functional connectivity density. However, these methods need for a priori information about the selected ROIs and a specific correlation threshold to define a connection between two ROIs or voxels, which may bring inconsistent results. In the present study, we adopted a data-driven, whole brain voxel-based graph-theoretical approach, intrinsic connectivity distribution (ICD) analysis, to examine changes of brain connectivity after SD in 52 normal young subjects without any prior knowledge. The cross-hemisphere ICD (ch-ICD) analysis was also performed to discover the effect of SD on cerebral lateralization. We found that sleep-deprived subjects showed significant reduced ICD in default mode network (DMN) and limbic network, and increased ICD in sensorimotor network. Furthermore, after SD, the ICD in the right precuneus showed significant correlation with psychomotor vigilance test (PVT) performance following the stepwise regression analysis after Bonferroni correction (ICD = 0.43 - 0.62∗10 % fast reaction time + 0.31∗the standard deviation of reaction time, p = 0.0012). Follow-up seed-based FC analyses in the right precuneus revealed decreased FC to regions in DMN, visual network, ventral attentional network and frontal-parietal network. Nevertheless, no striking difference of ch-ICD was found following SD. In conclusion, these findings suggested that DMN, especially precuneus may be hubs of FC disturbances associated with vigilance after SD, and may provide new insights into the intervention for SD.
期刊介绍:
Sleep Medicine aims to be a journal no one involved in clinical sleep medicine can do without.
A journal primarily focussing on the human aspects of sleep, integrating the various disciplines that are involved in sleep medicine: neurology, clinical neurophysiology, internal medicine (particularly pulmonology and cardiology), psychology, psychiatry, sleep technology, pediatrics, neurosurgery, otorhinolaryngology, and dentistry.
The journal publishes the following types of articles: Reviews (also intended as a way to bridge the gap between basic sleep research and clinical relevance); Original Research Articles; Full-length articles; Brief communications; Controversies; Case reports; Letters to the Editor; Journal search and commentaries; Book reviews; Meeting announcements; Listing of relevant organisations plus web sites.