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Altered brain structural networks in attention deficit/hyperactivity disorder children revealed by cortical thickness

机译:皮层厚度揭示了注意力不足/多动障碍儿童的大脑结构网络改变

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摘要

This study investigated the cortical thickness and topological features of human brain anatomical networks related to attention deficit/hyperactivity disorder. Data were collected from 40 attention deficit/hyperactivity disorder children and 40 normal control children. Interregional correlation matrices were established by calculating the correlations of cortical thickness between all pairs of cortical regions (68 regions) of the whole brain. Further thresholds were applied to create binary matrices to construct a series of undirected and unweighted graphs, and global, local, and nodal efficiencies were computed as a function of the network cost. These experimental results revealed abnormal cortical thickness and correlations in attention deficit/hyperactivity disorder, and showed that the brain structural networks of attention deficit/hyperactivity disorder subjects had inefficient small-world topological features. Furthermore, their topological properties were altered abnormally. In particular, decreased global efficiency combined with increased local efficiency in attention deficit/hyperactivity disorder children led to a disorder-related shift of the network topological structure toward regular networks. In addition, nodal efficiency, cortical thickness, and correlation analyses revealed that several brain regions were altered in attention deficit/hyperactivity disorder patients. These findings are in accordance with a hypothesis of dysfunctional integration and segregation of the brain in patients with attention deficit/hyperactivity disorder and provide further evidence of brain dysfunction in attention deficit/hyperactivity disorder patients by observing cortical thickness on magnetic resonance imaging.
机译:这项研究调查了与注意力不足/多动障碍有关的人脑解剖网络的皮质厚度和拓扑特征。从40名注意力缺陷/多动障碍儿童和40名正常对照儿童中收集数据。通过计算整个大脑的所有成对皮质区域(68个区域)之间的皮质厚度的相关性,来建立区域间相关矩阵。应用更多的阈值来创建二进制矩阵,以构造一系列无向和无权图,并且根据网络成本来计算全局,局部和节点效率。这些实验结果揭示了异常的皮层厚度和注意缺陷/多动障碍的相关性,并表明注意缺陷/多动障碍受试者的大脑结构网络具有无效的小世界拓扑特征。此外,它们的拓扑性质异常改变。特别是,在注意力缺陷/多动障碍儿童中,整体效率的下降与局部效率的提高相结合,导致网络拓扑结构向常规网络的与疾病相关的转变。此外,淋巴结效率,皮层厚度和相关分析显示,注意力不足/多动障碍患者的几个大脑区域发生了改变。这些发现与注意力缺陷/多动障碍患者大脑功能失常整合和分离的假设相符,并通过在磁共振成像中观察皮层厚度来观察注意力缺陷/多动障碍患者大脑功能障碍的进一步证据。

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