Ye Annette X, Leung Rachel C, Schäfer Carmen B, Taylor Margot J, Doesburg Sam M
Diagnostic Imaging, Hospital for Sick Children, Toronto, Ontario; Institute of Medical Science, University of Toronto, Toronto, Ontario; Neurosciences and Mental Health, Hospital for Sick Children Research Institute, Toronto, Ontario.
Hum Brain Mapp. 2014 Dec;35(12):6049-66. doi: 10.1002/hbm.22604. Epub 2014 Aug 13.
Autism spectrum disorder (ASD) is increasingly understood to be associated with aberrant functional brain connectivity. Few studies, however, have described such atypical neural synchrony among specific brain regions. Here, we used magnetoencephalography (MEG) to characterize alterations in functional connectivity in adolescents with ASD through source space analysis of phase synchrony. Resting-state MEG data were collected from 16 adolescents with ASD and 15 age- and sex-matched typically developing (TD) adolescents. Atlas-guided reconstruction of neural activity at various cortical and subcortical regions was performed and inter-regional phase synchrony was calculated in physiologically relevant frequency bands. Using a multilevel approach, we characterized atypical resting-state synchrony within specific anatomically defined networks as well as altered network topologies at both regional and whole-network scales. Adolescents with ASD demonstrated frequency-dependent alterations in inter-regional functional connectivity. Hyperconnectivity was observed among the frontal, temporal, and subcortical regions in beta and gamma frequency ranges. In contrast, parietal and occipital regions were hypoconnected to widespread brain regions in theta and alpha bands in ASD. Furthermore, we isolated a hyperconnected network in the gamma band in adolescents with ASD which encompassed orbitofrontal, subcortical, and temporal regions implicated in social cognition. Results from graph analyses confirmed that frequency-dependent alterations of network topologies exist at both global and local levels. We present the first source-space investigation of oscillatory phase synchrony in resting-state MEG in ASD. This work provides evidence of atypical connectivity at physiologically relevant time scales and indicates that alterations of functional connectivity in adolescents with ASD are frequency dependent and region dependent.
自闭症谱系障碍(ASD)越来越被认为与大脑功能连接异常有关。然而,很少有研究描述特定脑区之间这种非典型的神经同步性。在此,我们使用脑磁图(MEG)通过相位同步的源空间分析来表征患有ASD的青少年的功能连接变化。静息态MEG数据收集自16名患有ASD的青少年以及15名年龄和性别匹配的发育正常(TD)的青少年。对各个皮质和皮质下区域的神经活动进行了图谱引导的重建,并在生理相关频段计算了区域间的相位同步性。使用多水平方法,我们表征了特定解剖学定义网络内非典型的静息态同步性以及区域和全网络尺度上改变的网络拓扑结构。患有ASD的青少年在区域间功能连接上表现出频率依赖性变化。在β和γ频率范围内,额叶、颞叶和皮质下区域之间观察到连接增强。相比之下,在ASD患者中,顶叶和枕叶区域在θ和α频段与广泛的脑区连接减弱。此外,我们在患有ASD的青少年的γ频段中分离出一个连接增强的网络,该网络包括与社会认知相关的眶额、皮质下和颞叶区域。图分析结果证实,网络拓扑结构的频率依赖性变化在全局和局部水平均存在。我们首次对ASD静息态MEG中的振荡相位同步进行了源空间研究。这项工作提供了生理相关时间尺度上非典型连接的证据,并表明患有ASD的青少年的功能连接变化是频率依赖性和区域依赖性的。