Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Canada.
Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Canada.
Neuroimage. 2019 Apr 15;190:182-190. doi: 10.1016/j.neuroimage.2018.01.022. Epub 2018 Jan 31.
Neuroimaging studies of Autism Spectrum Disorder (ASD) have yielded inconsistent results indicating either increases or decreases in functional connectivity, or both. Recent findings suggest that these seemingly divergent results might be underpinned by greater inter-individual variability in brain network connectivity in ASD. We tested the hypothesis that the spatial patterns of intrinsic connectivity networks (ICNs) are more idiosyncratic in ASD, and demonstrated that this increased variability is associated with symptomatology. We estimated whole brain functional connectivity based on resting state functional magnetic resonance imaging (fMRI) data obtained from the Autism Brain Imaging Data Exchange I & II (ABIDE I & II) repository: 422 (69 females) participants with ASD and 424 (59 females) typically developing (TD) participants between 6 and 30 years of age. We clustered individuals' patterns of resting state functional connectivity into seven networks, each representing an ICN, and assessed the heterogeneity of each vertex on the cortical surface across individuals in terms of its incorporation into a particular ICN. We found that the incorporation of individual anatomical locations (vertices) to a common network was less consistent across individuals in ASD, indicating a more idiosyncratic organization of ICNs in the ASD brain. This spatial shifting effect was particularly pronounced in the Sensory-Motor Network (SMN) and the Default Mode Network (DMN). We also found that this idiosyncrasy in large-scale brain network organization was correlated with ASD symptomatology (ADOS). These results support the view that idiosyncratic functional connectivity is a hallmark of the ASD brain. We provide the first evidence that the anatomical organization of ICNs is idiosyncratic in ASD, as well as providing evidence that such abnormalities in brain network organization may contribute to the symptoms of ASD.
神经影像学研究自闭症谱系障碍(ASD)得出的结果不一致,表明功能连接增加或减少,或者两者兼有。最近的研究结果表明,这些看似不同的结果可能是由于 ASD 中大脑网络连接的个体间变异性更大。我们检验了这样一个假设,即内在连接网络(ICN)的空间模式在 ASD 中更具独特性,并证明这种增加的可变性与症状有关。我们根据来自自闭症大脑成像数据交换 I 和 II(ABIDE I 和 II)存储库的静息状态功能磁共振成像(fMRI)数据来估计全脑功能连接:422 名(69 名女性)ASD 患者和 424 名(59 名女性)典型发育(TD)参与者年龄在 6 至 30 岁之间。我们将个体的静息状态功能连接模式聚类为七个网络,每个网络代表一个 ICN,并根据其纳入特定 ICN 的方式评估皮质表面上每个顶点的个体异质性。我们发现,个体解剖位置(顶点)纳入共同网络的方式在 ASD 个体中不一致,这表明 ASD 大脑中 ICN 的组织更为独特。这种空间转移效应在感觉运动网络(SMN)和默认模式网络(DMN)中尤为明显。我们还发现,这种大尺度脑网络组织的独特性与 ASD 症状(ADOS)相关。这些结果支持了这样一种观点,即独特的功能连接是 ASD 大脑的标志。我们提供了第一个证据,表明 ICN 的解剖组织在 ASD 中是独特的,并且提供了证据表明,大脑网络组织的这种异常可能导致 ASD 的症状。