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大脑静息波动的动力学:亚稳态及其动力皮质核心。

The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core.

机构信息

Center for Brain and Cognition, Computational Neuroscience Group, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Roc Boronat 138, Barcelona, 08018, Spain.

Institució Catalana de la Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, Barcelona, 08010, Spain.

出版信息

Sci Rep. 2017 Jun 8;7(1):3095. doi: 10.1038/s41598-017-03073-5.

Abstract

In the human brain, spontaneous activity during resting state consists of rapid transitions between functional network states over time but the underlying mechanisms are not understood. We use connectome based computational brain network modeling to reveal fundamental principles of how the human brain generates large-scale activity observable by noninvasive neuroimaging. We used structural and functional neuroimaging data to construct whole- brain models. With this novel approach, we reveal that the human brain during resting state operates at maximum metastability, i.e. in a state of maximum network switching. In addition, we investigate cortical heterogeneity across areas. Optimization of the spectral characteristics of each local brain region revealed the dynamical cortical core of the human brain, which is driving the activity of the rest of the whole brain. Brain network modelling goes beyond correlational neuroimaging analysis and reveals non-trivial network mechanisms underlying non-invasive observations. Our novel findings significantly pertain to the important role of computational connectomics in understanding principles of brain function.

摘要

在人类大脑中,静息状态下的自发性活动是随着时间的推移在功能网络状态之间快速转换,但背后的机制尚不清楚。我们使用基于连接组的计算大脑网络建模来揭示人类大脑如何产生可通过非侵入性神经影像学观察到的大规模活动的基本原理。我们使用结构和功能神经影像学数据来构建全脑模型。通过这种新方法,我们揭示了人类大脑在静息状态下处于最大亚稳态,即网络切换状态最大化。此外,我们还研究了不同脑区的皮质异质性。对每个局部脑区的频谱特征进行优化,揭示了人类大脑的动态皮质核心,它驱动着整个大脑其余部分的活动。大脑网络建模超越了相关的神经影像学分析,揭示了非侵入性观察背后的非平凡网络机制。我们的新发现与计算连接组学在理解大脑功能原理中的重要作用密切相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46f6/5465179/d0f028da57ac/41598_2017_3073_Fig1_HTML.jpg

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