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静息态功能脑状态的结构控制能量揭示了精神疾病易感性中成本效益较低的大脑动力学。

Structural control energy of resting-state functional brain states reveals less cost-effective brain dynamics in psychosis vulnerability.

机构信息

Medical Image Processing Laboratory, Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.

Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland.

出版信息

Hum Brain Mapp. 2021 May;42(7):2181-2200. doi: 10.1002/hbm.25358. Epub 2021 Feb 10.

Abstract

How the brain's white-matter anatomy constrains brain activity is an open question that might give insights into the mechanisms that underlie mental disorders such as schizophrenia. Chromosome 22q11.2 deletion syndrome (22q11DS) is a neurodevelopmental disorder with an extremely high risk for psychosis providing a test case to study developmental aspects of schizophrenia. In this study, we used principles from network control theory to probe the implications of aberrant structural connectivity for the brain's functional dynamics in 22q11DS. We retrieved brain states from resting-state functional magnetic resonance images of 78 patients with 22q11DS and 85 healthy controls. Then, we compared them in terms of persistence control energy; that is, the control energy that would be required to persist in each of these states based on individual structural connectivity and a dynamic model. Persistence control energy was altered in a broad pattern of brain states including both energetically more demanding and less demanding brain states in 22q11DS. Further, we found a negative relationship between persistence control energy and resting-state activation time, which suggests that the brain reduces energy by spending less time in energetically demanding brain states. In patients with 22q11DS, this behavior was less pronounced, suggesting a deficiency in the ability to reduce energy through brain activation. In summary, our results provide initial insights into the functional implications of altered structural connectivity in 22q11DS, which might improve our understanding of the mechanisms underlying the disease.

摘要

大脑白质解剖结构如何限制大脑活动是一个悬而未决的问题,它可能为理解精神障碍(如精神分裂症)的潜在机制提供线索。22 号染色体长臂 11.2 区缺失综合征(22q11DS)是一种神经发育障碍,其精神病风险极高,为研究精神分裂症的发育方面提供了一个测试案例。在这项研究中,我们使用网络控制理论的原理来探讨异常结构连接对 22q11DS 大脑功能动力学的影响。我们从 78 名 22q11DS 患者和 85 名健康对照者的静息态功能磁共振图像中提取大脑状态。然后,我们根据个体结构连接和动态模型,比较了它们在持续控制能量方面的差异;也就是说,基于个体结构连接和动态模型,为了维持每种状态所需要的控制能量。在 22q11DS 中,广泛的大脑状态中都存在持续控制能量的改变,包括能量需求更高和更低的大脑状态。此外,我们发现持续控制能量与静息态激活时间呈负相关,这表明大脑通过减少在能量需求较高的大脑状态中停留的时间来降低能量。在 22q11DS 患者中,这种行为不太明显,这表明大脑通过激活来降低能量的能力不足。总之,我们的研究结果初步揭示了 22q11DS 中异常结构连接的功能意义,这可能有助于我们理解该疾病的潜在机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9460/8046160/ee573f7bf72d/HBM-42-2181-g004.jpg

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