Department of Psychiatry, Yale University School of Medicine, New Haven, 06510 CT, USA.
Department of Psychiatry, Yale University School of Medicine, New Haven, 06510 CT, USA.
Drug Alcohol Depend. 2021 Dec 1;229(Pt A):109151. doi: 10.1016/j.drugalcdep.2021.109151. Epub 2021 Oct 30.
Cocaine use disorder (CUD) is characterized by poor cognitive control and has limited empirically supported treatment options. Furthermore, an understanding of brain mechanisms underlying CUD is at a relatively early stage. Thus, this study aimed to investigate longitudinal alterations in functional neural networks associated with cognitive control in cocaine use disorder (CUD).
Secondary analysis was performed on data from 44 individuals who participated in three randomized clinical trials for CUD and completed an fMRI Stroop task both at baseline and post-treatment. Independent component analysis (ICA) was performed to assess changes in functional network engagement and investigate associations with cocaine-use behaviors. Mixed linear models were performed to test for longitudinal effects on network engagement and relationships with baseline patterns of cocaine use (i.e., past-month frequency and lifetime years of use) and periods of abstinence/use between scans (i.e., percent negative urine toxicology and maximum days of contiguous abstinence).
Six functional networks were identified as being related to cognitive control and/or exhibiting changes in engagement following treatment. Results indicated that engagement of amygdala-striatal, middle frontal and right-frontoparietal networks were reduced over time in CUD. Less change in the amygdala-striatal network was associated with greater lifetime years of cocaine use. Additional analyses revealed that negative toxicology results and achievement of continuous abstinence were associated with greater engagement of the right-frontoparietal network.
Neural systems that underlie cognitive control may change over time in individuals with CUD. A longer history of cocaine-use may hinder changes in network activity, potentially impeding recovery.
可卡因使用障碍(CUD)的特征是认知控制能力差,并且有有限的经过实证支持的治疗选择。此外,对 CUD 相关大脑机制的理解还处于相对早期阶段。因此,本研究旨在探讨与可卡因使用障碍(CUD)认知控制相关的功能神经网络的纵向变化。
对 44 名参加了 3 项可卡因使用障碍随机临床试验并在基线和治疗后都完成了 fMRI Stroop 任务的个体的数据进行了二次分析。采用独立成分分析(ICA)来评估功能网络参与的变化,并研究与可卡因使用行为的关联。采用混合线性模型来测试网络参与的纵向效应以及与基线可卡因使用模式(即过去一个月的使用频率和使用年限)和扫描之间的禁欲/使用期(即尿液毒理学检测的阴性百分比和连续禁欲的最长天数)的关系。
确定了 6 个与认知控制相关或在治疗后参与度发生变化的功能网络。结果表明,CUD 患者的杏仁核-纹状体、中额和右侧额顶叶网络的参与度随时间推移而降低。杏仁核-纹状体网络的变化越小,可卡因使用年限越长。进一步的分析表明,阴性毒理学结果和连续禁欲的实现与右侧额顶叶网络的参与度增加有关。
在可卡因使用障碍患者中,认知控制的神经基础可能会随时间发生变化。可卡因使用的历史较长可能会阻碍网络活动的变化,从而可能阻碍康复。