Multimodal Imaging and Connectome Analysis Laboratory, McConnell Brain Imaging Centre, Department of Neurology and Neurosurgery and Montreal Neurological Institute and Hospital, McGill University, 3801 University Street, Montreal, Quebec H3A2B4, Canada.
Center for Neuroscience Imaging Research, Institute for Basic Science, Sungkyunkwan University, Seobu-ro 2066, Jangan-gu, Suwon 16419, South Korea.
Cereb Cortex. 2023 Feb 20;33(5):1566-1580. doi: 10.1093/cercor/bhac156.
Autism spectrum disorder (ASD) is a common neurodevelopmental diagnosis showing substantial phenotypic heterogeneity. A leading example can be found in verbal and nonverbal cognitive skills, which vary from elevated to impaired compared with neurotypical individuals. Moreover, deficits in verbal profiles often coexist with normal or superior performance in the nonverbal domain.
To study brain substrates underlying cognitive imbalance in ASD, we capitalized categorical and dimensional IQ profiling as well as multimodal neuroimaging.
IQ analyses revealed a marked verbal to nonverbal IQ imbalance in ASD across 2 datasets (Dataset-1: 155 ASD, 151 controls; Dataset-2: 270 ASD, 490 controls). Neuroimaging analysis in Dataset-1 revealed a structure-function substrate of cognitive imbalance, characterized by atypical cortical thickening and altered functional integration of language networks alongside sensory and higher cognitive areas.
Although verbal and nonverbal intelligence have been considered as specifiers unrelated to autism diagnosis, our results indicate that intelligence disparities are accentuated in ASD and reflected by a consistent structure-function substrate affecting multiple brain networks. Our findings motivate the incorporation of cognitive imbalances in future autism research, which may help to parse the phenotypic heterogeneity and inform intervention-oriented subtyping in ASD.
自闭症谱系障碍(ASD)是一种常见的神经发育诊断,表现出显著的表型异质性。一个突出的例子可以在言语和非言语认知技能中找到,与神经典型个体相比,这些技能从提高到受损不等。此外,言语缺陷通常与非言语领域的正常或优异表现并存。
为了研究 ASD 中认知失衡的大脑基础,我们利用了分类和维度智商分析以及多模态神经影像学。
智商分析显示,在两个数据集(数据集 1:155 名 ASD,151 名对照;数据集 2:270 名 ASD,490 名对照)中,ASD 存在明显的言语到非言语智商失衡。在数据集 1 中的神经影像学分析揭示了认知失衡的结构-功能基础,其特征是皮质增厚异常和语言网络以及感觉和更高认知区域的功能整合改变。
尽管言语和非言语智力被认为是与自闭症诊断无关的特征,但我们的结果表明,在 ASD 中,智力差距更加明显,并反映在影响多个大脑网络的一致结构-功能基础上。我们的发现促使在未来的自闭症研究中纳入认知失衡,这可能有助于解析表型异质性,并为 ASD 提供干预导向的亚分型信息。