Rice Laura C, Langan Mackenzie T, Cheng Dominic T, Sheu Yi-Shin, Peterburs Jutta, Hua Jun, Qin Qin, Rilee Jessica J, Faulkner Monica L, Mathena Joanna R, Munro Cynthia A, Wand Gary S, McCaul Mary E, Desmond John E
Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Department of Human Medicine, Institute for Systems Medicine, MSH Medical School Hamburg, Hamburg, Germany.
Alcohol Clin Exp Res (Hoboken). 2024 Jan;48(1):33-47. doi: 10.1111/acer.15219. Epub 2023 Nov 14.
Alcohol use disorder (AUD) affects 283 million people worldwide and its prevalence is increasing. Despite the role of the cerebellum in executive control and its sensitivity to alcohol, few studies have assessed its involvement in AUD-relevant functional networks. The goal of this study is to compare resting-state functional connectivity (FC) patterns in abstinent adults with a history of AUD and controls (CTL). We hypothesized that group differences in cerebro-cerebellar FC would be present, particularly within the frontoparietal/executive control network (FPN).
Twenty-eight participants completed a resting-state functional magnetic resonance imaging (rsfMRI) study. CTL participants had no history of AUD, comorbid psychological conditions, or recent heavy drinking and/or drug use. AUD participants had a history of AUD, with sobriety for at least 30 days prior to data collection. Multivariate pattern analysis, an agnostic, whole-brain approach, was used to identify regions with significant differences in FC between groups. Seed-based analyses were then conducted to determine the directionality and extent of these FC differences. Associations between FC strength and executive function were assessed using correlations with Wisconsin Card Sorting Test (WCST) performance.
There were significant group differences in FC in nodes of the FPN, ventral attention network, and default mode network. Post hoc analyses predominantly identified FC differences within the cerebro-cerebellar FPN, with AUD showing significantly less FC within the FPN. In AUD, FC strength between FPN clusters identified in the multivariate pattern analysis (MVPA) analysis (Left Crus II, Right Frontal Cortex) was positively associated with performance on the WCST.
Our results show less engagement of the FPN in individuals with AUD than in CTL. FC strength within this network was positively associated with performance on the WCST. These findings suggest that long-term heavy drinking alters cerebro-cerebellar FC, particularly within networks that are involved in executive function.
酒精使用障碍(AUD)影响着全球2.83亿人,且其患病率正在上升。尽管小脑在执行控制中发挥作用且对酒精敏感,但很少有研究评估其在与AUD相关的功能网络中的参与情况。本研究的目的是比较有AUD病史的戒酒成年人与对照组(CTL)的静息态功能连接(FC)模式。我们假设在脑-小脑FC方面会存在组间差异,尤其是在额顶叶/执行控制网络(FPN)内。
28名参与者完成了一项静息态功能磁共振成像(rsfMRI)研究。CTL参与者无AUD病史、共病心理状况或近期大量饮酒和/或药物使用史。AUD参与者有AUD病史,在数据收集前至少戒酒30天。采用多变量模式分析这一不可知的全脑方法来识别组间FC存在显著差异的区域。然后进行基于种子点的分析以确定这些FC差异的方向性和程度。使用与威斯康星卡片分类测试(WCST)表现的相关性来评估FC强度与执行功能之间的关联。
在FPN、腹侧注意网络和默认模式网络的节点中,FC存在显著的组间差异。事后分析主要确定了脑-小脑FPN内的FC差异,AUD组在FPN内的FC显著减少。在AUD组中,多变量模式分析(MVPA)中确定的FPN簇(左小脑 Crus II、右额叶皮质)之间的FC强度与WCST表现呈正相关。
我们的结果表明,与CTL相比,AUD个体的FPN参与度较低。该网络内的FC强度与WCST表现呈正相关。这些发现表明,长期大量饮酒会改变脑-小脑FC,尤其是在参与执行功能的网络中。