From the Departments of Medical Instruments (S.J.L.), Stomatology (Y.W.), Radiology (G.L., S.F.L., Y.L.W., X.L., L.M.), Pediatrics (L.P.Z., X.Q.C.), Rehabilitation Medicine (N.H.), Neurology (S.Y.Y., M.W.H.), Neurosurgery (S.L.G.), and Medical Information (L.Z.), Chinese PLA General Hospital, 28th Fuxing Road, Beijing 100853, China; Department of Biomedical Engineering, Peking University, Beijing, China (L.Q.); Department of Neurology, Beijing Children's Hospital of Capital Medical University, Beijing, China (J.S.Z., K.L.); and Department of Neurobiology, Institute of Basic Medical Sciences, Beijing, China (H.T.W., J.X.Q.).
Radiology. 2018 Jul;288(1):209-217. doi: 10.1148/radiol.2018170059. Epub 2018 Mar 27.
Purpose To investigate the topologic architecture of white matter connectivity networks in preschool-aged children with a diagnosis of autism spectrum disorder (ASD) versus typical development (TD). Materials and Methods Forty-two participants were enrolled, including 21 preschool children with ASD (14 male children and seven female children; mean age, 4.56 years ± 0.97 [standard deviation]) and 21 children with TD (11 males and 10 females; mean age, 5.13 years ± 0.82). The diagnosis of ASD was determined according to the Diagnostic and Statistical Manual of Mental Disorders Global Assessment of Functioning scores (mean score, 8.00 ± 0.50). All participants underwent diffusion-tensor imaging (DTI) and T2-weighted imaging on a 3-T magnetic resonance system. A graph theoretical analysis was applied to investigate the topologic organization of the brain network including global and local topologic parameters. Statistical analysis was then performed for the comparison between the groups. Results Compared with the TD group, children with ASD demonstrated shortened characteristic path length (t = 0.536, t = 0.534, t = 0.523, t = 0.510, and t = 0.501; P < .05) and increased global efficiency (t = 0.499, t = 0.497, t = 0.486, t = 0.473, and t = 0.465; P < .05) and clustering coefficient (t = 0.673, t = 0.750, t = 0.757, t = 0.738, and t = 0.741; P < .05). Significant increases in nodal efficiency were mainly found in left pallidum (0.037 vs 0.032, respectively; P < .01) and right caudate nucleus (0.037 vs 0.032, respectively; P < .01) of the basal ganglia network. Conclusion Significantly altered patterns of global and local brain network topography may underlie the abnormal brain development in preschool children with ASD compared with those who have TD. The identification of altered structural connectivity in basal ganglia and paralimbic-limbic networks may point toward potential imaging biomarkers for preschool-age patients with ASD. RSNA, 2018.
目的 研究自闭症谱系障碍(ASD)与典型发育(TD)的学龄前儿童脑白质连接网络的拓扑结构。
材料与方法 共纳入 42 名参与者,包括 21 名 ASD 学龄前儿童(14 名男童,7 名女童;平均年龄 4.56 岁±0.97[标准差])和 21 名 TD 儿童(11 名男童,10 名女童;平均年龄 5.13 岁±0.82)。ASD 的诊断依据是《精神障碍诊断与统计手册全球功能评估》(mean score,8.00±0.50)评分。所有参与者均在 3T 磁共振系统上进行弥散张量成像(DTI)和 T2 加权成像。采用图论分析方法研究脑网络的拓扑组织,包括全局和局部拓扑参数。然后对两组间进行统计分析。
结果 与 TD 组相比,ASD 患儿表现出特征路径长度缩短(t=0.536、t=0.534、t=0.523、t=0.510、t=0.501;P<.05)和全局效率增加(t=0.499、t=0.497、t=0.486、t=0.473、t=0.465;P<.05)和聚类系数增加(t=0.673、t=0.750、t=0.757、t=0.738、t=0.741;P<.05)。基底节网络中左苍白球(分别为 0.037 与 0.032;P<.01)和右尾状核(分别为 0.037 与 0.032;P<.01)的节点效率显著增加。
结论 与 TD 儿童相比,ASD 学龄前儿童的脑全局和局部网络拓扑结构存在显著差异,可能与脑发育异常有关。基底节和边缘-边缘网络结构连接改变的识别可能为 ASD 学龄前患者提供潜在的影像学生物标志物。
放射学会,2018 年。