Nomi Jason S, Uddin Lucina Q
Department of Psychology, University of Miami, Coral Gables, FL, USA.
Department of Psychology, University of Miami, Coral Gables, FL, USA ; Neuroscience Program, University of Miami Miller School of Medicine, Miami, FL, USA.
Neuroimage Clin. 2015 Mar 6;7:732-41. doi: 10.1016/j.nicl.2015.02.024. eCollection 2015.
Disrupted cortical connectivity is thought to underlie the complex cognitive and behavior profile observed in individuals with autism spectrum disorder (ASD). Previous neuroimaging research has identified patterns of both functional hypo- and hyper-connectivity in individuals with ASD. A recent theory attempting to reconcile conflicting results in the literature proposes that hyper-connectivity of brain networks may be more characteristic of young children with ASD, while hypo-connectivity may be more prevalent in adolescents and adults with the disorder when compared to typical development (TD) (Uddin etal., 2013). Previous work has examined only young children, mixed groups of children and adolescents, or adult cohorts in separate studies, leaving open the question of developmental influences on functional brain connectivity in ASD.
The current study tests this developmental hypothesis by examining within- and between-network resting state functional connectivity in a large sample of 26 children, 28 adolescents, and 18 adults with ASD and age- and IQ-matchedTD individuals for the first time using an entirely data-driven approach. Independent component analyses (ICA) and dual regression was applied to data from three age cohorts to examine the effects of participant age on patterns of within-networkwhole-brain functional connectivity in individuals with ASD compared with TD individuals. Between-network connectivity differences were examined for each age cohort by comparing correlations between ICA components across groups.
We find that in the youngest cohort (age 11 and under), children with ASD exhibit hyper-connectivity within large-scale brain networks as well as decreased between-network connectivity compared with age-matchedTD children. In contrast, adolescents with ASD (age 11-18) do not differ from TD adolescents in within-network connectivity, yet show decreased between-network connectivity compared with TD adolescents. Adults with ASD show no within- or between-network differences in functional network connectivity compared with neurotypical age-matched individuals.
Characterizing within- and between-network functional connectivity in age-stratified cohorts of individuals with ASD and TD individuals demonstrates that functional connectivity atypicalities in the disorder are not uniform across the lifespan. These results demonstrate how explicitly characterizing participant age and adopting a developmental perspective can lead to a more nuanced understanding of atypicalities of functional brain connectivity in autism.
皮层连接中断被认为是自闭症谱系障碍(ASD)患者所表现出的复杂认知和行为特征的基础。以往的神经影像学研究已经确定了ASD患者功能性连接减弱和增强的模式。最近一种试图调和文献中相互矛盾结果的理论提出,与典型发育(TD)相比,脑网络的高连接性可能是ASD幼儿更具特征性的表现,而低连接性在患有该疾病的青少年和成人中可能更为普遍(乌丁等人,2013年)。以往的研究仅在单独的研究中考察了幼儿、儿童与青少年的混合组或成人队列,关于发育对ASD患者功能性脑连接的影响这一问题仍未解决。
本研究首次采用完全数据驱动的方法,在26名患有ASD的儿童、28名青少年和18名成人以及年龄和智商匹配的TD个体的大样本中,通过检查网络内和网络间的静息态功能连接来检验这一发育假说。将独立成分分析(ICA)和双重回归应用于来自三个年龄组的数据,以检验与TD个体相比,参与者年龄对ASD个体全脑网络内功能连接模式的影响。通过比较各组ICA成分之间的相关性,检查每个年龄组的网络间连接差异。
我们发现,在最年幼的队列(11岁及以下)中,与年龄匹配的TD儿童相比,患有ASD的儿童在大规模脑网络内表现出高连接性,同时网络间连接减少。相比之下,患有ASD的青少年(11 - 18岁)在网络内连接方面与TD青少年没有差异,但与TD青少年相比,网络间连接减少。与年龄匹配的神经典型个体相比,患有ASD的成人在功能网络连接的网络内或网络间均无差异。
对患有ASD的个体和TD个体按年龄分层的队列中的网络内和网络间功能连接进行特征描述表明,该疾病中的功能连接异常在整个生命周期中并不一致。这些结果表明,明确描述参与者年龄并采用发育视角如何能够更细致入微地理解自闭症中功能性脑连接的异常情况。