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连接组学与神经质:功能网络组织的改变

Connectomics and neuroticism: an altered functional network organization.

作者信息

Servaas Michelle N, Geerligs Linda, Renken Remco J, Marsman Jan-Bernard C, Ormel Johan, Riese Harriëtte, Aleman André

机构信息

Department of Neuroscience, Neuroimaging Center, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.

1] Department of Neuroscience, Neuroimaging Center, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands [2] Department of Psychology, University of Groningen, Groningen, The Netherlands.

出版信息

Neuropsychopharmacology. 2015 Jan;40(2):296-304. doi: 10.1038/npp.2014.169. Epub 2014 Jul 9.

Abstract

The personality trait neuroticism is a potent risk marker for psychopathology. Although the neurobiological basis remains unclear, studies have suggested that alterations in connectivity may underlie it. Therefore, the aim of the current study was to shed more light on the functional network organization in neuroticism. To this end, we applied graph theory on resting-state functional magnetic resonance imaging (fMRI) data in 120 women selected based on their neuroticism score. Binary and weighted brain-wide graphs were constructed to examine changes in the functional network structure and functional connectivity strength. Furthermore, graphs were partitioned into modules to specifically investigate connectivity within and between functional subnetworks related to emotion processing and cognitive control. Subsequently, complex network measures (ie, efficiency and modularity) were calculated on the brain-wide graphs and modules, and correlated with neuroticism scores. Compared with low neurotic individuals, high neurotic individuals exhibited a whole-brain network structure resembling more that of a random network and had overall weaker functional connections. Furthermore, in these high neurotic individuals, functional subnetworks could be delineated less clearly and the majority of these subnetworks showed lower efficiency, while the affective subnetwork showed higher efficiency. In addition, the cingulo-operculum subnetwork demonstrated more ties with other functional subnetworks in association with neuroticism. In conclusion, the 'neurotic brain' has a less than optimal functional network organization and shows signs of functional disconnectivity. Moreover, in high compared with low neurotic individuals, emotion and salience subnetworks have a more prominent role in the information exchange, while sensory(-motor) and cognitive control subnetworks have a less prominent role.

摘要

人格特质神经质是精神病理学的一个有力风险指标。尽管神经生物学基础尚不清楚,但研究表明,连接性改变可能是其潜在原因。因此,本研究的目的是更深入地了解神经质中的功能网络组织。为此,我们将图论应用于根据神经质得分选择的120名女性的静息态功能磁共振成像(fMRI)数据。构建了二元和加权全脑图谱,以检查功能网络结构和功能连接强度的变化。此外,将图谱划分为模块,以专门研究与情绪处理和认知控制相关的功能子网内部和之间的连接性。随后,计算全脑图谱和模块的复杂网络指标(即效率和模块化),并与神经质得分相关联。与低神经质个体相比,高神经质个体表现出更类似于随机网络的全脑网络结构,并且整体功能连接较弱。此外,在这些高神经质个体中,功能子网的划分不太清晰,这些子网中的大多数效率较低,而情感子网效率较高。此外,扣带回-脑岛子网在与神经质相关的情况下与其他功能子网表现出更多联系。总之,“神经质大脑”的功能网络组织欠佳,且显示出功能断开的迹象。此外,与低神经质个体相比,高神经质个体中,情绪和突显性子网在信息交换中起更突出的作用,而感觉(运动)和认知控制子网的作用则不那么突出。

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