Xiao Yaqiong, Friederici Angela D, Margulies Daniel S, Brauer Jens
Department of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig 04103, Germany.
Max Planck Research Group for Neuroanatomy & Connectivity, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig 04103, Germany.
Neuroimage. 2016 Mar;128:116-124. doi: 10.1016/j.neuroimage.2015.12.008. Epub 2015 Dec 12.
Resting-state functional magnetic resonance imaging is a powerful technique to study the whole-brain neural connectivity that underlies cognitive systems. The present study aimed to define the changes in neural connectivity in their relation to language development. Longitudinal resting-state functional data were acquired from a cohort of preschool children at age 5 and one year later, and changes in functional connectivity were correlated with language performance in sentence comprehension. For this, degree centrality, a voxel-based network measure, was used to assess age-related differences in connectivity at the whole-brain level. Increases in connectivity with age were found selectively in a cluster within the left posterior superior temporal gyrus and sulcus (STG/STS). In order to further specify the connection changes, a secondary seed-based functional connectivity analysis on this very cluster was performed. The correlations between resting-state functional connectivity (RSFC) and language performance revealed developmental effects with age and, importantly, also dependent on the advancement in sentence comprehension ability over time. In children with greater advancement in language abilities, the behavioral improvement was positively correlated with RSFC increase between left posterior STG/STS and other regions of the language network, i.e., left and right inferior frontal cortex. The age-related changes observed in this study provide evidence for alterations in the language network as language develops and demonstrates the viability of this approach for the investigation of normal and aberrant language development.
静息态功能磁共振成像是一种强大的技术,用于研究构成认知系统基础的全脑神经连接。本研究旨在确定神经连接与语言发展相关的变化。从一组5岁的学龄前儿童及其一年后的随访中获取纵向静息态功能数据,并将功能连接的变化与句子理解中的语言表现相关联。为此,使用基于体素的网络测量——度中心性,来评估全脑水平上与年龄相关的连接差异。结果发现,仅在左侧颞上回和颞上沟(STG/STS)内的一个簇中,连接性随年龄增长而增加。为了进一步明确连接变化,对该簇进行了基于种子点的二级功能连接分析。静息态功能连接(RSFC)与语言表现之间的相关性揭示了随年龄的发展效应,重要的是,还取决于句子理解能力随时间的进步。在语言能力进步较大的儿童中,行为改善与左侧后颞上回/颞上沟与语言网络其他区域(即左右下额叶皮层)之间的RSFC增加呈正相关。本研究中观察到的与年龄相关的变化为语言发展过程中语言网络的改变提供了证据,并证明了这种方法在研究正常和异常语言发展方面的可行性。