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基于全脑建模的跨时空脑状态理解。

Understanding brain states across spacetime informed by whole-brain modelling.

机构信息

Centre for Eudaimonia and Human Flourishing, Linacre College, University of Oxford, Oxford, UK.

Center for Music in the Brain, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.

出版信息

Philos Trans A Math Phys Eng Sci. 2022 Jul 11;380(2227):20210247. doi: 10.1098/rsta.2021.0247. Epub 2022 May 23.

Abstract

In order to survive in a complex environment, the human brain relies on the ability to flexibly adapt ongoing behaviour according to intrinsic and extrinsic signals. This capability has been linked to specific whole-brain activity patterns whose relative stability (order) allows for consistent functioning, supported by sufficient intrinsic instability needed for optimal adaptability. The emergent, spontaneous balance between order and disorder in brain activity over spacetime underpins distinct brain states. For example, depression is characterized by excessively rigid, highly ordered states, while psychedelics can bring about more disordered, sometimes overly flexible states. Recent developments in systems, computational and theoretical neuroscience have started to make inroads into the characterization of such complex dynamics over space and time. Here, we review recent insights drawn from neuroimaging and whole-brain modelling motivating using mechanistic principles from dynamical system theory to study and characterize brain states. We show how different healthy and altered brain states are associated to characteristic spacetime dynamics which in turn may offer insights that in time can inspire new treatments for rebalancing brain states in disease. This article is part of the theme issue 'Emergent phenomena in complex physical and socio-technical systems: from cells to societies'.

摘要

为了在复杂的环境中生存,人类大脑依赖于根据内在和外在信号灵活地调整正在进行的行为的能力。这种能力与特定的全脑活动模式有关,其相对稳定性(有序性)允许一致的功能,同时需要足够的内在不稳定性以实现最佳适应性。在时空上,大脑活动中涌现的、自发的秩序和无序之间的平衡支撑着不同的大脑状态。例如,抑郁症的特征是过度僵化、高度有序的状态,而迷幻药可以带来更无序、有时过于灵活的状态。系统、计算和理论神经科学的最新发展开始在空间和时间上对这种复杂动力学进行深入研究。在这里,我们回顾了最近从神经影像学和全脑建模中得出的一些见解,这些见解促使我们使用动力系统理论中的机械原理来研究和描述大脑状态。我们展示了不同的健康和改变的大脑状态与特征时空动力学相关,反过来,这些动力学可能会提供洞察力,随着时间的推移,可以为重新平衡疾病中的大脑状态提供新的治疗方法。本文是主题为“复杂物理和社会技术系统中的涌现现象:从细胞到社会”的特刊的一部分。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d57a/9125224/c6776fc0d377/rsta20210247f01.jpg

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