Structural and functional cerebellar-cerebral connectivity in children with ADHD

小脑是一种研究不足的大脑结构，与注意力缺陷多动障碍（ADHD）有关，ADHD是儿童时期最常见的神经发育障碍。ADHD症状已被证明会损害学习能力和破坏生活质量。然而，无论是ADHD的神经基础，还是小脑的作用，都没有被完全理解。更好地了解ADHD影响的神经系统，以改善受这种疾病折磨的人的目标治疗选择至关重要。一个主要的理论是，ADHD儿童所经历的症状和认知困难是由网络组织功能失调引起的。到目前为止，大多数研究都集中在皮层网络上。然而，考虑到小脑参与ADHD，考虑小脑如何与已知在ADHD中改变的皮质网络连接是至关重要的。为此，本研究试图研究小脑-大脑网络，以阐明我们对小脑功能障碍与ADHD之间关系的理解。本研究的主要目的是：（a）在结构和功能网络分析的背景下，小脑和大脑之间的连接，以及（B）这些连接如何与工作记忆能力相关联。首先，我将测试ADHD儿童与正常发育（TD）儿童（Aim 1a）的结构小脑连接差异，并调查结构连接是否可以预测工作记忆能力（Aim 1b）。其次，我将检查ADHD儿童与TD儿童的小脑-大脑功能连接（Aim 2a），并测试功能连接是否可以预测工作记忆能力（Aim 2b）。该建议将使我有机会通过学习如何使用弥散加权成像数据进行网络级分析和结构数据分析来扩展我以前对感兴趣区域功能连接分析的知识。总的来说，这项研究将阐明小脑与大脑的关系及其在ADHD中的参与，这可能适用于其他神经发育障碍与小脑功能障碍。重要的是，这项研究将为我们了解ADHD的神经基础提供信息，并可能最终导致开发针对ADHD中被破坏的大脑系统的治疗方法。此外，成功完成这项研究计划和培训将使我能够发展必要的技能，过渡到一个终身独立的研究职位。

The cerebellum is an understudied brain structure that has been implicated in attention-deficit/hyperactivity disorder (ADHD), the most commonly diagnosed neurodevelopmental disorder of childhood. ADHD symptoms have been shown to impair learning ability and disrupt quality of life. However, neither the neural basis of ADHD, nor the cerebellum’s role, is entirely understood. It is critical to better understand the neural systems impacted in ADHD to improve target treatment options for those who are afflicted by the disorder. A leading theory is that symptoms and cognitive difficulties experienced by children with ADHD are caused by dysfunctional network organization. Thus far, the majority of this research has been focused on cortical networks. However, given cerebellar involvement in ADHD, it is crucial to consider how the cerebellum is connected with cortical networks known to be altered in ADHD. To this avail, this proposed research seeks to investigate cerebellar-cerebral networks in an effort to elucidate our understanding of the relationship between cerebellar dysfunction and ADHD. The main goals of this proposal are to investigate: (a) connections between the cerebellum and cerebrum in the context of structural and functional network analyses, and (b) how these connections are associated with working memory ability. First, I will test for differences in structural cerebellarcerebral connectivity in children with ADHD in comparison to typically developing (TD) children (Aim 1a) and investigate whether structural connectivity can predict working memory ability (Aim 1b). Second, I will examine functional cerebellar-cerebral connectivity in children with ADHD in comparison to TD children (Aim 2a) and test whether functional connectivity can predict working memory ability (Aim 2b). This proposal will afford me the opportunity to expand my previous knowledge of region-of-interest functional connectivity analyses by learning how to perform network-level analyses and structural data analysis with diffusion weighted imaging data. Overall, this research will elucidate the cerebellum’s relationship with the cerebrum and its involvement in ADHD, which may be applicable to other neurodevelopmental disorders with cerebellar dysfunction as well. Importantly, this research will inform our understanding of the neural basis of ADHD and may ultimately lead to the development of treatments that target brain systems that are disrupted in ADHD. Moreover, the successful completion of this research proposal and training will allow me to develop the skillsets necessary to transition into a tenured independent research position.