Breakdown of Whole-brain Dynamics in Preterm-born Children

N. Padilla, Victor M. Saenger, T. V. van Hartevelt, H. Fernandes, F. Lennartsson, J. Andersson, M. Kringelbach, G. Deco, U. Ådén
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引用次数: 13

Abstract

Abstract The brain operates at a critical point that is balanced between order and disorder. Even during rest, unstable periods of random behavior are interspersed with stable periods of balanced activity patterns that support optimal information processing. Being born preterm may cause deviations from this normal pattern of development. We compared 33 extremely preterm (EPT) children born at < 27 weeks of gestation and 28 full-term controls. Two approaches were adopted in both groups, when they were 10 years of age, using structural and functional brain magnetic resonance imaging data. The first was using a novel intrinsic ignition analysis to study the ability of the areas of the brain to propagate neural activity. The second was a whole-brain Hopf model, to define the level of stability, desynchronization, or criticality of the brain. EPT-born children exhibited fewer intrinsic ignition events than controls; nodes were related to less sophisticated aspects of cognitive control, and there was a different hierarchy pattern in the propagation of information and suboptimal synchronicity and criticality. The largest differences were found in brain nodes belonging to the rich-club architecture. These results provide important insights into the neural substrates underlying brain reorganization and neurodevelopmental impairments related to prematurity.
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早产儿全脑动力学的分解
大脑在有序与无序之间平衡的临界点上运行。即使在休息期间,随机行为的不稳定时期也穿插着支持最佳信息处理的平衡活动模式的稳定时期。早产可能导致这种正常发育模式的偏离。我们比较了33例妊娠< 27周出生的极早产儿(EPT)和28例足月对照。两组儿童在10岁时采用了两种方法,分别使用结构和功能脑磁共振成像数据。第一个是使用一种新颖的内在点火分析来研究大脑区域传播神经活动的能力。第二个是全脑霍普夫模型,用来定义大脑的稳定性、不同步或临界水平。与对照组相比,ept出生的儿童表现出更少的内在点火事件;节点与认知控制的不太复杂的方面有关,并且在信息传播和次优同步性和临界性方面存在不同的层次模式。差异最大的是属于富人俱乐部结构的大脑节点。这些结果为了解与早产相关的大脑重组和神经发育障碍的神经基质提供了重要的见解。
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