Department of Psychology, University of Miami, Coral Gables, Florida, USA.
Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, Tennessee, USA.
Autism Res. 2021 May;14(5):873-886. doi: 10.1002/aur.2488. Epub 2021 Feb 22.
Children with autism spectrum disorder (ASD) have higher rates of overweight and obesity (OWOB) compared with typically developing (TD) children. Brain functional connectivity differences have been shown in both ASD and OWOB. However, only one study to date has examined ASD and OWOB concurrently, so little is known regarding the neural mechanisms associated with the higher prevalence of OWOB and its behavioral impacts in ASD. We investigated co-activation patterns (CAPs) of brain regions identified by independent component analysis in 129 children and adolescents between 6 and 18 years of age (n = 68 ASD). We examined the interaction between body mass index (BMI) and diagnosis in predicting dynamic brain metrics (dwell time, DT; frequency of occurrence, and transitions between states) as well as dimensional brain-behavior relationships. The relationship between BMI and brain dynamics was moderated by diagnosis (ASD, TD), particularly among the frequency of CAP 4, characterized by co-activation of lateral frontoparietal, temporal, and frontal networks. This pattern was negatively associated with parent-reported inhibition skills. Children with ASD had shorter CAP 1, characterized by co-activation of the subcortical, temporal, sensorimotor, and frontal networks, and CAP 4 DTs compared with TD children. CAP 1 DT was negatively associated with cognitive flexibility, inhibition, social functioning, and BMI. Cognitive flexibility moderated the relationship between BMI and brain dynamics in the visual network. Our findings provide novel evidence of neural mechanisms associated with OWOB in children with ASD. Further, poorer cognitive flexibility may result in increased vulnerability for children with ASD and co-occurring OWOB. LAY SUMMARY: Obesity is a societal epidemic and is common in autism, however, little is known about the neural mechanisms associated with the higher rates of obesity in autism. Here, we find unique patterns of brain dynamics associated with obesity in autism that were not observed in typically developing children. Further, the relationship between body mass index and brain dynamics depended on cognitive flexibility. These findings suggest that individuals with autism may be more vulnerable to the effects of obesity on brain function. Autism Res 2021, 14: 873-886. © 2021 International Society for Autism Research, Wiley Periodicals LLC.
自闭症谱系障碍(ASD)儿童的超重和肥胖(OWOB)发生率高于典型发育(TD)儿童。在 ASD 和 OWOB 中都显示出大脑功能连接的差异。然而,迄今为止只有一项研究同时检查了 ASD 和 OWOB,因此对于与 ASD 中 OWOB 更高患病率及其行为影响相关的神经机制知之甚少。我们在 129 名 6 至 18 岁的儿童和青少年(n=68 名 ASD)中使用独立成分分析(ICA)鉴定了大脑区域的共激活模式(CAP),并研究了身体质量指数(BMI)与诊断之间的相互作用,以预测动态大脑指标(停留时间 DT;出现频率和状态之间的转换)以及维度脑行为关系。BMI 与大脑动力学之间的关系受诊断(ASD、TD)的调节,特别是在特征为侧额顶颞和额网络共激活的 CAP4 的频率方面。这种模式与父母报告的抑制技能呈负相关。与 TD 儿童相比,ASD 儿童的 CAP1 和 CAP4 的 DT 更短,CAP1 由皮质下、颞、感觉运动和额网络共激活,而 CAP4 由共激活。CAP1 DT 与认知灵活性、抑制、社会功能和 BMI 呈负相关。认知灵活性调节了 BMI 与视觉网络中大脑动力学之间的关系。我们的研究结果为 ASD 儿童中与 OWOB 相关的神经机制提供了新的证据。此外,较差的认知灵活性可能会使 ASD 儿童和并发 OWOB 儿童更容易受到影响。概述:肥胖是一种社会流行病,在自闭症中很常见,但对于与自闭症中更高肥胖率相关的神经机制知之甚少。在这里,我们发现了与自闭症肥胖相关的独特大脑动力学模式,这些模式在典型发育儿童中并未观察到。此外,BMI 和大脑动力学之间的关系取决于认知灵活性。这些发现表明,自闭症患者可能更容易受到肥胖对大脑功能的影响。自闭症研究 2021,14:873-886。©2021 国际自闭症研究协会,Wiley 期刊 LLC。