Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, People's Republic of China.
Department of Psychology, Queens College, The City University of New York, New York, New York, USA.
Hum Brain Mapp. 2021 Feb 15;42(3):660-675. doi: 10.1002/hbm.25251. Epub 2020 Oct 21.
A number of studies have indicated alterations of brain morphology in individuals with autism spectrum disorder (ASD); however, how ASD influences the topological organization of the brain cortex at different developmental stages is not yet well characterized. In this study, we used structural images of 492 high-functioning participants in the Autism Brain Imaging Data Exchange database acquired from 17 international imaging centers, including 75 autistic children (age 7-11 years), 91 adolescents with ASD (age 12-17 years), and 80 young adults with ASD (age 18-29 years), and 246 typically developing controls (TDCs) that were age, gender, handedness, and full-scale IQ matched. Cortical thickness (CT) and surface area (SA) were extracted and the covariance between cortical regions across participants were treated as a network to examine developmental patterns of the cortical topological organization at different stages. A center-paired resampling strategy was developed to control the center bias during the permutation test. Compared with the TDCs, network of SA (but not CT) of individuals with ASD showed reduced small-worldness in childhood, and the network hubs were reorganized in the adulthood such that hubs inclined to connect with nonhub nodes and demonstrated more dispersed spatial distribution. Furthermore, the SA network of the ASD cohort exhibited increased segregation of the inferior parietal lobule and prefrontal cortex, and insular-opercular cortex in all three age groups, resulting in the emergence of two unique modules in the autistic brain. Our findings suggested that individuals with ASD may undergo remarkable remodeling of the cortical topology from childhood to adulthood, which may be associated with the altered social and cognitive functions in ASD.
许多研究表明自闭症谱系障碍(ASD)个体的大脑形态发生改变;然而,ASD 如何影响大脑皮层在不同发育阶段的拓扑组织尚未得到很好的描述。在这项研究中,我们使用了来自 17 个国际成像中心的 Autism Brain Imaging Data Exchange 数据库中 492 名高功能参与者的结构图像,其中包括 75 名自闭症儿童(7-11 岁)、91 名青少年自闭症患者(12-17 岁)和 80 名年轻自闭症患者(18-29 岁)和 246 名年龄、性别、惯用手和全量表智商匹配的典型发育对照者(TDC)。提取皮质厚度(CT)和表面积(SA),并将参与者之间皮质区域之间的协方差作为网络处理,以检查不同阶段大脑皮质拓扑组织的发育模式。开发了一种中心配对重采样策略,以在置换检验过程中控制中心偏差。与 TDC 相比,ASD 个体的 SA 网络(而非 CT)表现出童年时期小世界性降低,并且成年后网络枢纽重新组织,使得枢纽倾向于与非枢纽节点连接,并表现出更分散的空间分布。此外,ASD 队列的 SA 网络在所有三个年龄组中表现出顶下小叶和前额叶皮质以及岛盖皮质的分离增加,导致自闭症大脑中出现两个独特的模块。我们的研究结果表明,ASD 个体的皮质拓扑结构可能从童年到成年经历显著重塑,这可能与 ASD 中改变的社会和认知功能有关。