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Age-related Multiscale Changes in Brain Signal Variability in Pre-task versus Post-task Resting-state EEG

机译:任务前和任务后静息状态下脑电信号中年龄相关的多尺度变化

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Recent empirical work suggests that, during healthy aging, the variability of network dynamics changes during task performance. Such variability appears to reflect the spontaneous formation and dissolution of different functional networks. We sought to extend these observations into resting-state dynamics. We recorded EEG in young, middle-aged, and older adults during a “rest–task–rest” design and investigated if aging modifies the interaction between resting-state activity and external stimulus-induced activity. Using multiscale entropy as our measure of variability, we found that, with increasing age, resting-state dynamics shifts from distributed to more local neural processing, especially at posterior sources. In the young group, resting-state dynamics also changed from pre- to post-task, where fine-scale entropy increased in task-positive regions and coarse-scale entropy increased in the posterior cingulate, a key region associated with the default mode network. Lastly, pre- and post-task resting-state dynamics were linked to performance on the intervening task for all age groups, but this relationship became weaker with increasing age. Our results suggest that age-related changes in resting-state dynamics occur across different spatial and temporal scales and have consequences for information processing capacity.
机译:最近的经验工作表明,在健康老化期间,网络动态的可变性会在任务执行过程中发生变化。这种可变性似乎反映了不同功能网络的自发形成和溶解。我们试图将这些观察扩展到静止状态动力学。我们在“休息—任务—休息”设计中记录了年轻,中年和老年人的脑电图,并调查了衰老是否会改变静息状态活动与外部刺激诱发活动之间的相互作用。使用多尺度熵作为我们对变异性的度量,我们发现,随着年龄的增长,静息状态的动力学从分布的神经处理转移到更多的局部神经处理,尤其是在后源。在年轻组中,静止状态动力学也从任务前到任务后发生了变化,其中任务积极区域的精细熵增加,后扣带是与默认模式网络相关的关键区域,粗糙熵增加。最后,任务前和任务后的休息状态动态与所有年龄组干预任务的表现相关,但是随着年龄的增长,这种关系变得越来越弱。我们的结果表明,与年龄相关的静止状态动态变化发生在不同的时空尺度上,并对信息处理能力产生影响。

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