National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern, Institute for Brain Research, Beijing Normal University, Beijing, 100875, China.
Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, 37203.
Hum Brain Mapp. 2018 Feb;39(2):662-679. doi: 10.1002/hbm.23871. Epub 2017 Nov 9.
Reading is an important high-level cognitive function of the human brain, requiring interaction among multiple brain regions. Revealing differences between children's large-scale functional brain networks for reading tasks and those of adults helps us to understand how the functional network changes over reading development. Here we used functional magnetic resonance imaging data of 17 adults (19-28 years old) and 16 children (11-13 years old), and graph theoretical analyses to investigate age-related changes in large-scale functional networks during rhyming and meaning judgment tasks on pairs of visually presented Chinese characters. We found that: (1) adults had stronger inter-regional connectivity and nodal degree in occipital regions, while children had stronger inter-regional connectivity in temporal regions, suggesting that adults rely more on visual orthographic processing whereas children rely more on auditory phonological processing during reading. (2) Only adults showed between-task differences in inter-regional connectivity and nodal degree, whereas children showed no task differences, suggesting the topological organization of adults' reading network is more specialized. (3) Children showed greater inter-regional connectivity and nodal degree than adults in multiple subcortical regions; the hubs in children were more distributed in subcortical regions while the hubs in adults were more distributed in cortical regions. These findings suggest that reading development is manifested by a shift from reliance on subcortical to cortical regions. Taken together, our study suggests that Chinese reading development is supported by developmental changes in brain connectivity properties, and some of these changes may be domain-general while others may be specific to the reading domain.
阅读是人类大脑的一项重要高级认知功能,需要多个大脑区域的相互作用。揭示儿童阅读任务的大规模功能脑网络与成人的差异有助于我们理解功能网络如何随着阅读发展而变化。在这里,我们使用了 17 名成年人(19-28 岁)和 16 名儿童(11-13 岁)的功能磁共振成像数据,并进行了图论分析,以研究在对视觉呈现的汉字对进行押韵和意义判断任务时,阅读发展过程中大规模功能网络的年龄相关变化。我们发现:(1)成年人在枕叶区域具有更强的区域间连接和节点度,而儿童在颞叶区域具有更强的区域间连接,这表明成年人在阅读时更多地依赖视觉正字法处理,而儿童更多地依赖听觉语音处理。(2)只有成年人在区域间连接和节点度上表现出任务间差异,而儿童则没有表现出任务差异,这表明成年人的阅读网络的拓扑组织更加专业化。(3)与成年人相比,儿童在多个皮质下区域显示出更大的区域间连接和节点度;儿童的枢纽更多地分布在皮质下区域,而成年人的枢纽更多地分布在皮质区域。这些发现表明,阅读发展表现为从依赖皮质下区域向依赖皮质区域的转变。总之,我们的研究表明,中文阅读发展是由大脑连接特性的发展变化支持的,其中一些变化可能是普遍的,而另一些变化可能是特定于阅读领域的。