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多光谱网络功能组织的发育差异。

Developmental differences in functional organization of multispectral networks.

机构信息

Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, United States.

Center for Pediatric Brain Health, Boys Town National Research Hospital, Boys Town, NE, United States.

出版信息

Cereb Cortex. 2023 Jul 5;33(14):9175-9185. doi: 10.1093/cercor/bhad193.

Abstract

Assessing brain connectivity during rest has become a widely used approach to identify changes in functional brain organization during development. Generally, previous works have demonstrated that brain activity shifts from more local to more distributed processing from childhood into adolescence. However, the majority of those works have been based on functional magnetic resonance imaging measures, whereas multispectral functional connectivity, as measured using magnetoencephalography (MEG), has been far less characterized. In our study, we examined spontaneous cortical activity during eyes-closed rest using MEG in 101 typically developing youth (9-15 years old; 51 females, 50 males). Multispectral MEG images were computed, and connectivity was estimated in the canonical delta, theta, alpha, beta, and gamma bands using the imaginary part of the phase coherence, which was computed between 200 brain regions defined by the Schaefer cortical atlas. Delta and alpha connectivity matrices formed more communities as a function of increasing age. Connectivity weights predominantly decreased with age in both frequency bands; delta-band differences largely implicated limbic cortical regions and alpha band differences in attention and cognitive networks. These results are consistent with previous work, indicating the functional organization of the brain becomes more segregated across development, and highlight spectral specificity across different canonical networks.

摘要

评估静息状态下的大脑连接已成为一种广泛使用的方法,用于识别大脑功能组织在发育过程中的变化。通常,以前的研究表明,大脑活动从儿童期到青春期逐渐从局部处理转变为更分布式的处理。然而,这些研究大多基于功能磁共振成像(fMRI)测量,而使用脑磁图(MEG)测量的多谱段功能连接则远未得到充分描述。在我们的研究中,我们使用 MEG 检查了 101 名典型发育青少年(9-15 岁;女性 51 名,男性 50 名)在闭眼静息时的自发性皮质活动。计算了多谱段 MEG 图像,并使用相位相干的虚部估计了 delta、theta、alpha、beta 和 gamma 频带中的连通性,相位相干是在由谢弗皮质图谱定义的 200 个脑区之间计算的。随着年龄的增长,delta 和 alpha 连通性矩阵形成了更多的社区。在两个频带中,连通性权重主要随年龄而降低;delta 频带差异主要涉及边缘皮质区域,alpha 频带差异则涉及注意力和认知网络。这些结果与以前的研究一致,表明大脑的功能组织在发育过程中变得更加分离,并强调了不同典型网络中的谱特异性。

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