Yu Han, Qu Hang, Chen Aiguo, Du Yifan, Liu Zhimei, Wang Wei
Department of Radiology, Medical Imaging Center, The Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China.
College of Physical Education, Yangzhou University, Yangzhou, China.
Front Neurosci. 2021 Dec 22;15:796437. doi: 10.3389/fnins.2021.796437. eCollection 2021.
Neuroimaging has revealed numerous atypical functional connectivity of default mode network (DMN) dedicated to social communications (SC) in autism spectrum disorder (ASD), yet their nature and directionality remain unclear. Here, preschoolers with autism received physical intervention from a 12-week mini-basketball training program (12W-MBTP). Therefore, the directionality and nature of regional interactions within the DMN after the intervention are evaluated while assessing the impact of an intervention on SC. Based on the results of independent component analysis (ICA), we applied spectral dynamic causal modeling (DCM) for participants aged 3-6 years (experimental group, = 17, control group, = 14) to characterize the longitudinal changes following intervention in intrinsic and extrinsic effective connectivity (EC) between core regions of the DMN. Then, we analyzed the correlation between the changes in EC and SRS-2 scores to establish symptom-based validation. We found that after the 12W-MBTP intervention, the SRS-2 score of preschoolers with ASD in the experimental group was decreased. Concurrently, the inhibitory directional connections were observed between the core regions of the DMN, including increased self-inhibition in the medial prefrontal cortex (mPFC), and the changes of EC in mPFC were significantly correlated with change in the social responsiveness scale-2 (SRS-2) score. These new findings shed light on DMN as a potential intervention target, as the inhibitory information transmission between its core regions may play a positive role in improving SC behavior in preschoolers with ASD, which may be a reliable neuroimaging biomarker for future studies. This study registered with the Chinese Clinical Trial Registry (ChiCTR1900024973) on August 05, 2019.
神经影像学研究发现,自闭症谱系障碍(ASD)中存在许多与社交沟通(SC)相关的默认模式网络(DMN)的非典型功能连接,但它们的性质和方向性仍不清楚。在这里,患有自闭症的学龄前儿童接受了为期12周的迷你篮球训练计划(12W-MBTP)的身体干预。因此,在评估干预对SC的影响时,对干预后DMN内区域间相互作用的方向性和性质进行了评估。基于独立成分分析(ICA)的结果,我们对3至6岁的参与者(实验组,n = 17,对照组,n = 14)应用了频谱动态因果模型(DCM),以表征DMN核心区域之间内在和外在有效连接(EC)干预后的纵向变化。然后,我们分析了EC变化与SRS-2评分之间的相关性,以建立基于症状的验证。我们发现,在12W-MBTP干预后,实验组中患有ASD的学龄前儿童的SRS-2评分降低。同时,在DMN的核心区域之间观察到抑制性方向连接,包括内侧前额叶皮质(mPFC)的自我抑制增加,并且mPFC中EC的变化与社交反应量表-2(SRS-2)评分的变化显著相关。这些新发现揭示了DMN作为潜在干预目标的可能性,因为其核心区域之间的抑制性信息传递可能对改善患有ASD的学龄前儿童的SC行为起积极作用,这可能是未来研究中可靠的神经影像生物标志物。本研究于2019年8月5日在中国临床试验注册中心(ChiCTR1900024973)注册。