García Domínguez Luis, Stieben Jim, Pérez Velázquez José Luis, Shanker Stuart
Temerty Centre for Therapeutic Brain Intervention, Centre for Addiction and Mental Health, University of Toronto, Toronto, Ontario, Canada ; Milton and Ethel Harris Research Initiative, York University, Toronto, Ontario, Canada.
PLoS One. 2013 Oct 1;8(10):e75941. doi: 10.1371/journal.pone.0075941. eCollection 2013.
Cognition arises from the transient integration and segregation of activity across functionally distinct brain areas. Autism Spectrum Disorders (ASD), which encompass a wide range of developmental disabilities, have been presumed to be associated with a problem in cortical and sub-cortical dynamics of coordinated activity, often involving enhanced local but decreased long range coordination over areas of integration. In this paper we challenge this idea by presenting results from a relatively large population of ASD children and age-matched controls during a face-processing task. Over most of the explored domain, children with ASD exhibited enhanced synchronization, although finer detail reveals specific enhancement/reduction of synchrony depending on time, frequency and brain site. Our results are derived from the use of the imaginary part of coherency, a measure which is not susceptible to volume conduction artifacts and therefore presents a credible picture of coordinated brain activity. We also present evidence that this measure is a good candidate to provide features in building a classifier to be used as a potential biomarker for autism.
认知源于功能不同的脑区之间活动的瞬时整合与分离。自闭症谱系障碍(ASD)涵盖了广泛的发育障碍,据推测与协调活动的皮质和皮质下动力学问题有关,通常涉及整合区域内局部协调性增强但远距离协调性降低。在本文中,我们通过展示相对大量的自闭症谱系障碍儿童和年龄匹配的对照组在面部处理任务中的结果,对这一观点提出了挑战。在大多数探索的领域中,自闭症谱系障碍儿童表现出增强的同步性,尽管更精细的细节显示,根据时间、频率和脑区部位,同步性会有特定的增强/降低。我们的结果来自于对相干性虚部的使用,这一测量方法不易受到容积传导伪影的影响,因此能够呈现出可信的脑协调活动图景。我们还提供了证据表明,这一测量方法是构建分类器以用作自闭症潜在生物标志物时提供特征的良好候选方法。