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绘制冲动性的脑网络:元分析综合、功能连接建模及神经递质关联

Charting the brain networks of impulsivity: Meta-analytic synthesis, functional connectivity modelling, and neurotransmitter associations.

作者信息

Gell Martin, Langner Robert, Küppers Vincent, Cieslik Edna C, Satterthwaite Theodore D, Eickhoff Simon B, Müller Veronika I

机构信息

Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, RWTH Aachen University, Aachen, Germany.

Institute of Neuroscience and Medicine (INM-7: Brain & Behaviour), Research Centre Jülich, Jülich, Germany.

出版信息

Imaging Neurosci (Camb). 2024 Sep 25;2. doi: 10.1162/imag_a_00295. eCollection 2024.

Abstract

Impulsivity is a multi-dimensional construct that plays a crucial role in human behaviour and is believed to be a transdiagnostic marker of several psychiatric disorders. However, given its multi-faceted nature, investigations of its neural correlates are challenging and systematic comparisons across dimensions are lacking. In this study, we used a comprehensive multi-modal approach to investigate the functional network organisation of two dimensions in which impulsivity manifests: decision-making and response inhibition. Activation likelihood estimation (ALE) meta-analyses of task-based fMRI studies within each dimension identified two distinct and non-overlapping functional systems. One located in the default-mode network, associated with value-based judgements and goal-directed decision-making, and the other distributed across higher-order networks associated with cognitive control. Resting-state functional connectivity revealed the two systems were organised into four specialised communities of default-mode, cingulo-insular, fronto-parietal, and temporal regions. Finally, given the widespread use of neurotransmitter-acting medication to treat conditions with impulsive symptoms, we investigated the association between this organisation and neurochemistry and found that integration across communities was associated with PET-derived serotonin receptor density. Our findings reinforce insights from previous behavioural research and provide substantial evidence for the multi-dimensional nature of impulsivity on the neural level. This highlights the necessity for a comprehensive dimensional ontology on all levels of investigation to address impulsivity in a transdiagnostic manner.

摘要

冲动性是一种多维结构,在人类行为中起着关键作用,并且被认为是几种精神疾病的跨诊断标志物。然而,鉴于其多方面的性质,对其神经关联的研究具有挑战性,且缺乏跨维度的系统比较。在本研究中,我们采用了一种全面的多模态方法来研究冲动性表现的两个维度的功能网络组织:决策和反应抑制。对每个维度内基于任务的功能磁共振成像研究进行激活可能性估计(ALE)元分析,确定了两个不同且不重叠的功能系统。一个位于默认模式网络中,与基于价值的判断和目标导向的决策相关,另一个分布在与认知控制相关的高阶网络中。静息态功能连接显示这两个系统被组织成默认模式、扣带回-脑岛、额顶叶和颞叶区域的四个专门群落。最后,鉴于广泛使用作用于神经递质的药物来治疗具有冲动症状的疾病,我们研究了这种组织与神经化学之间的关联,发现群落间的整合与正电子发射断层扫描(PET)衍生的血清素受体密度相关。我们的研究结果强化了先前行为研究的见解,并为冲动性在神经层面的多维性质提供了大量证据。这突出了在所有研究层面建立全面的维度本体以跨诊断方式解决冲动性问题的必要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2bd6/12290857/152176c8853d/imag_a_00295_fig1.jpg

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