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Network-Level Connectivity Dynamics of Movie Watching in 6-Year-Old Children

机译:6岁儿童看电影的网络级连接动力学

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摘要

Better understanding of the developing brain’s functional mechanisms is critical for improving diagnosis and treatment of different developmental disorders. Particularly, characterizing how the developing brain dynamically reorganizes during different cognitive states may offer novel insight into the neuronal mechanisms of cognitive deficits. Imaging the brain during naturalistic conditions, like movie watching, provides a highly practical way to study young children’s developing functional brain systems. In this study we compared the network-level functional organization of 6-year-old children while they were at rest with their functional connectivity as they watched short video clips. We employed both a data-driven independent component analysis (ICA) approach and a hypothesis-driven seed-based analysis to identify changes in network-level functional interactions during the shift from resting to video watching. Our ICA results showed that naturally watching a movie elicits significant changes in the functional connectivity between the visual system and the dorsal attention network when compared to rest (t(32) = 5.02, p = 0.0001). More interestingly, children showed an immature, but qualitatively adult-like, pattern of reorganization among three of the brain’s higher-order networks (frontal control, default-mode and dorsal attention). For both ICA and seed-based approaches, we observed a decrease in the frontal network’s correlation with the dorsal attention network (ICA: t(32) = −2.46, p = 0.02; Seed-based: t(32) = −1.62, p =0.12) and an increase in its connectivity with the default mode network (ICA: t(32) = 2.84, p = 0.008; Seed-based: t(32) = 2.28, p =0.03), which is highly consistent with the pattern observed in adults. These results offer improved understanding of the developing brain’s dynamic network-level interaction patterns during the transition between different brain states and call for further studies to examine potential alterations to such dynamic patterns in different developmental disorders.
机译:更好地了解发育中的大脑的功能机制对于改善不同发育障碍的诊断和治疗至关重要。特别是,表征发育中的大脑在不同的认知状态期间如何动态重组的特征可能会为认知缺陷的神经元机制提供新颖的见解。在自然条件下(例如看电影)对大脑进行成像,为研究幼儿正在发育的功能性大脑系统提供了一种高度实用的方法。在这项研究中,我们比较了6岁儿童在休息时的网络级功能组织与他们观看短视频片段时的功能连接性。我们采用了数据驱动的独立成分分析(ICA)方法和假设驱动的基于种子的分析,以识别从休息到观看视频的过程中网络级功能交互的变化。我们的ICA结果表明,与休息相比,自然地观看电影会引起视觉系统和背侧注意力网络之间的功能连接发生重大变化(t(32)= 5.02,p = 0.0001)。更有趣的是,儿童在大脑的三个高级网络(额叶控制,默认模式和背侧注意力)中表现出一种不成熟但定性的成年人重组模式。对于ICA和基于种子的方法,我们都观察到额叶网络与背侧注意力网络的相关性降低(ICA:t(32)= -2.46,p = 0.02;基于种子:t(32)= -1.62, p = 0.12)和与默认模式网络的连接性增加(ICA:t(32)= 2.84,p = 0.008;基于种子的:t(32)= 2.28,p = 0.03),这与在成人中观察到的模式。这些结果使人们对不同的大脑状态之间转换过程中正在发育的大脑动态网络级互动模式有了更好的了解,并呼吁开展进一步的研究,以研究在不同发育障碍中这种动态模式的潜在变化。

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