在押韵任务中,控制能量可检测出好读者与差读者在结构-功能耦合方面的差异。

IF 4.7 2区 医学 Q1 NEUROIMAGING NeuroImage Pub Date : 2024-11-17 DOI:10.1016/j.neuroimage.2024.120941
Chenglin Lou, Marc F Joanisse
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引用次数: 0

摘要

神经影像学研究已经确定了支持阅读的大脑功能和结构回路。然而,人们对与阅读相关的功能动态如何受到白质结构的制约却知之甚少。网络控制理论认为,大脑皮层动态是由白质连接组线性决定的,利用控制能量来评估从一种认知状态过渡到另一种认知状态的难度。在此,我们将这种方法应用于将大脑动态与学龄儿童的阅读能力和残疾联系起来。共有 51 名 8.25 -14.6 岁的儿童在扫描仪内进行了视觉和听觉模式的押韵任务,正字法(拼写)和语音(押韵)相似性在不同试验中进行了处理。白质结构和 fMRI 激活共同用于计算每个条件下阅读网络相对于空固定状态的控制能量。然后,我们测试了不同试验类型的控制能量差异,发现非单词阅读时的控制能量高于单词阅读时的控制能量,不一致试验时的控制能量高于一致试验时的控制能量。ROI 分析进一步显示,左侧蝶状回和颞上回的控制能量因刺激模式而异,蝶状回对视觉模式的控制能量较高,而 STG 对听觉模式的控制能量较高。总之,这项研究强调,控制理论可以解释阅读等高层次能力认知需求的变化,而不是仅仅从功能性或结构性核磁共振成像测量中推断出来的。
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Control energy detects discrepancies in good vs. poor readers' structural-functional coupling during a rhyming task.

Neuroimaging studies have identified functional and structural brain circuits that support reading. However, much less is known about how reading-related functional dynamics are constrained by white matter structure. Network control theory proposes that cortical brain dynamics are linearly determined by the white matter connectome, using control energy to evaluate the difficulty of the transition from one cognitive state to another. Here we apply this approach to linking brain dynamics with reading ability and disability in school-age children. A total of 51 children ages 8.25 -14.6 years performed an in-scanner rhyming task in visual and auditory modalities, with orthographic (spelling) and phonological (rhyming) similarity manipulated across trials. White matter structure and fMRI activation were used conjointly to compute the control energy of the reading network in each condition relative to a null fixation state. We then tested differences of control energy across trial types, finding higher control energy during non-word reading than word reading, and during incongruent trials than congruent trials. ROI analyses further showed a dissociation between control energy of the left fusiform and superior temporal gyrus depending on stimulus modality, with higher control energy for visual modalities in fusiform and higher control energy for auditory modalities in STG. Together, this study highlights that control theory can explain variations on cognitive demands in higher-level abilities such as reading, beyond what can be inferred from either functional or structural MRI measures alone.

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来源期刊
NeuroImage
NeuroImage 医学-核医学
CiteScore
11.30
自引率
10.50%
发文量
809
审稿时长
63 days
期刊介绍: NeuroImage, a Journal of Brain Function provides a vehicle for communicating important advances in acquiring, analyzing, and modelling neuroimaging data and in applying these techniques to the study of structure-function and brain-behavior relationships. Though the emphasis is on the macroscopic level of human brain organization, meso-and microscopic neuroimaging across all species will be considered if informative for understanding the aforementioned relationships.
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