Center for Neuroscience and Cognitive Systems, Istituto Italiano di Tecnologia, Rovereto, Italy.
Univ. Lille, Inserm, CHU Lille, U1172 - LilNCog - Lille Neuroscience & Cognition, Lille, France.
Addict Biol. 2022 Jan;27(1):e13096. doi: 10.1111/adb.13096. Epub 2021 Aug 31.
Abnormal resting-state functional connectivity, as measured by functional magnetic resonance imaging (MRI), has been reported in alcohol use disorders (AUD), but findings are so far inconsistent. Here, we exploited recent developments in graph-theoretical analyses, enabling improved resolution and fine-grained representation of brain networks, to investigate functional connectivity in 35 recently detoxified alcohol dependent patients versus 34 healthy controls. Specifically, we focused on the modular organization, that is, the presence of tightly connected substructures within a network, and on the identification of brain regions responsible for network integration using an unbiased approach based on a large-scale network composed of more than 600 a priori defined nodes. We found significant reductions in global connectivity and region-specific disruption in the network topology in patients compared with controls. Specifically, the basal brain and the insular-supramarginal cortices, which form tightly coupled modules in healthy subjects, were fragmented in patients. Further, patients showed a strong increase in the centrality of the anterior insula, which exhibited stronger connectivity to distal cortical regions and weaker connectivity to the posterior insula. Anterior insula centrality, a measure of the integrative role of a region, was significantly associated with increased risk of relapse. Exploratory analysis suggests partial recovery of modular structure and insular connectivity in patients after 2 weeks. These findings support the hypothesis that, at least during the early stages of abstinence, the anterior insula may drive exaggerated integration of interoceptive states in AUD patients with possible consequences for decision making and emotional states and that functional connectivity is dynamically changing during treatment.
静息态功能磁共振成像(fMRI)测量的功能连接异常已在酒精使用障碍(AUD)中报道,但迄今为止结果并不一致。在这里,我们利用图论分析的最新进展,提高了大脑网络的分辨率和细粒度表示,以研究 35 名最近戒断的酒精依赖患者与 34 名健康对照者之间的功能连接。具体来说,我们专注于模块组织,即网络中紧密连接的子结构的存在,以及使用基于由 600 多个预先定义的节点组成的大型网络的无偏方法识别负责网络集成的脑区。与对照组相比,我们发现患者的全局连接显著降低,网络拓扑结构也出现了特定区域的破坏。具体而言,基底脑和脑岛-额顶皮质在健康受试者中形成紧密耦合的模块,而在患者中则出现碎裂。此外,患者表现出前脑岛的中心性显著增加,其与远端皮质区域的连接增强,与后脑岛的连接减弱。前脑岛的中心性是衡量一个区域整合作用的指标,与复发风险的增加显著相关。探索性分析表明,患者在 2 周后模块结构和脑岛连接有部分恢复。这些发现支持了这样一种假设,即在至少在戒断的早期阶段,前脑岛可能会导致 AUD 患者对内脏状态的过度整合,从而可能对决策和情绪状态产生影响,并且功能连接在治疗过程中是动态变化的。