Centre for Social and Early Emotional Development and School of Psychology, Deakin University, Geelong, Victoria, 3125, Australia.
Child Mind Institute, New York, New York, 10022, USA.
Hum Brain Mapp. 2023 Jun 1;44(8):3394-3409. doi: 10.1002/hbm.26288. Epub 2023 Mar 29.
Attention deficit hyperactivity disorder (ADHD) is a prevalent childhood neurodevelopmental disorder. Given the profound brain changes that occur during childhood and adolescence, it is important to examine longitudinal changes of both functional and structural brain connectivity across development in ADHD. This study aimed to examine the development of functional and structural connectivity in children with ADHD compared to controls using graph metrics. One hundred and seventy five individuals (91 children with ADHD and 84 non-ADHD controls) participated in a longitudinal neuroimaging study with up to three waves. Graph metrics were derived from 370 resting state fMRI (197 Control, 173 ADHD) and 297 diffusion weighted imaging data (152 Control, 145 ADHD) acquired between the ages of 9 and 14. For functional connectivity, children with ADHD (compared to typically developing children) showed lower degree, local efficiency and betweenness centrality predominantly in parietal, temporal and visual cortices and higher degree, local efficiency and betweenness centrality in frontal, parietal, and temporal cortices. For structural connectivity, children with ADHD had lower local efficiency in parietal and temporal cortices and, higher degree and betweenness centrality in frontal, parietal and temporal cortices. Further, differential developmental trajectories of functional and structural connectivity for graph measures were observed in higher-order cognitive and sensory regions. Our findings show that topology of functional and structural connectomes matures differently between typically developing controls and children with ADHD during childhood and adolescence. Specifically, functional and structural neural circuits associated with sensory and various higher order cognitive functions are altered in children with ADHD.
注意缺陷多动障碍(ADHD)是一种普遍存在的儿童神经发育障碍。鉴于儿童和青少年期大脑发生深刻变化,因此重要的是检查 ADHD 患者在发育过程中功能性和结构性脑连接的纵向变化。本研究旨在使用图论指标检查 ADHD 患儿与对照组的功能性和结构性连接的发展情况。175 名个体(91 名 ADHD 患儿和 84 名非 ADHD 对照组)参加了一项纵向神经影像学研究,最多有 3 个时间点。图论指标源自 370 名静息态 fMRI(197 名对照组,173 名 ADHD 组)和 297 名弥散加权成像数据(152 名对照组,145 名 ADHD 组),这些数据采集于 9 至 14 岁之间。在功能连接方面,与正常发育的儿童相比,ADHD 患儿(相比正常发育儿童)在后顶叶、颞叶和视觉皮层中表现出较低的节点度、局部效率和介数中心性,在前额叶、顶叶和颞叶中表现出较高的节点度、局部效率和介数中心性。在结构连接方面,ADHD 患儿在顶叶和颞叶中的局部效率较低,在前额叶、顶叶和颞叶中的节点度和介数中心性较高。此外,在高级认知和感觉区域观察到图论指标的功能和结构连接的差异发展轨迹。我们的研究结果表明,在儿童和青少年时期,正常发育的对照组和 ADHD 患儿的功能和结构连接组拓扑结构的成熟方式不同。具体来说,与感觉和各种高级认知功能相关的功能性和结构性神经回路在 ADHD 患儿中发生改变。