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大麻使用障碍的风险是由大脑连接改变介导的:一项动态连接组学研究。

The risk of cannabis use disorder is mediated by altered brain connectivity: A chronnectome study.

机构信息

Department of Neuroscience, Padua Neuroscience Center, University of Padua, Padua, Italy.

Department of General Psychiatry at the Center for Psychosocial Medicine, Heidelberg University, Heidelberg, Germany.

出版信息

Addict Biol. 2024 May;29(5):e13395. doi: 10.1111/adb.13395.

Abstract

The brain mechanisms underlying the risk of cannabis use disorder (CUD) are poorly understood. Several studies have reported changes in functional connectivity (FC) in CUD, although none have focused on the study of time-varying patterns of FC. To fill this important gap of knowledge, 39 individuals at risk for CUD and 55 controls, stratified by their score on a self-screening questionnaire for cannabis-related problems (CUDIT-R), underwent resting-state functional magnetic resonance imaging. Dynamic functional connectivity (dFNC) was estimated using independent component analysis, sliding-time window correlations, cluster states and meta-state indices of global dynamics and were compared among groups. At-risk individuals stayed longer in a cluster state with higher within and reduced between network dFNC for the subcortical, sensory-motor, visual, cognitive-control and default-mode networks, relative to controls. More globally, at-risk individuals had a greater number of meta-states and transitions between them and a longer state span and total distance between meta-states in the state space. Our findings suggest that the risk of CUD is associated with an increased dynamic fluidity and dynamic range of FC. This may result in altered stability and engagement of the brain networks, which can ultimately translate into altered cortical and subcortical function conveying CUD risk. Identifying these changes in brain function can pave the way for early pharmacological and neurostimulation treatment of CUD, as much as they could facilitate the stratification of high-risk individuals.

摘要

大脑中与大麻使用障碍(CUD)风险相关的机制尚不清楚。有几项研究报告了 CUD 患者功能连接(FC)的变化,尽管没有一项研究关注 FC 的时变模式。为了填补这一重要的知识空白,39 名有 CUD 风险的个体和 55 名对照者,根据他们在大麻相关问题自我筛查问卷(CUDIT-R)上的得分进行分层,接受了静息态功能磁共振成像。使用独立成分分析、滑动时间窗相关、聚类状态和全局动力学的元状态指数来估计动态功能连接(dFNC),并在组间进行比较。与对照组相比,有风险的个体在亚皮质、感觉运动、视觉、认知控制和默认模式网络中,聚类状态持续时间更长,网络内和网络间的 dFNC 更高,网络内的 dFNC 更高,网络间的 dFNC 更低。更广泛地说,有风险的个体有更多的元状态和它们之间的转换,以及更长的状态跨度和元状态之间的总距离。我们的研究结果表明,CUD 的风险与 FC 的动态流动性和动态范围增加有关。这可能导致大脑网络的稳定性和参与度改变,最终导致皮质和皮质下功能改变,从而传递 CUD 风险。识别这些大脑功能变化可以为 CUD 的早期药物和神经刺激治疗铺平道路,也可以促进高危个体的分层。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75dc/11072977/2ce4a9312aec/ADB-29-e13395-g003.jpg

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