Deserno Lorenz, Beck Anne, Huys Quentin J M, Lorenz Robert C, Buchert Ralph, Buchholz Hans-Georg, Plotkin Michail, Kumakara Yoshitaka, Cumming Paul, Heinze Hans-Jochen, Grace Anthony A, Rapp Michael A, Schlagenhauf Florian, Heinz Andreas
Department of Psychiatry and Psychotherapy, Charité-Universitätsmedizin Berlin, Campus Mitte, Charitéplatz 1, 10117, Berlin, Germany; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany.
Eur J Neurosci. 2015 Feb;41(4):477-86. doi: 10.1111/ejn.12802. Epub 2014 Dec 26.
Drugs of abuse elicit dopamine release in the ventral striatum, possibly biasing dopamine-driven reinforcement learning towards drug-related reward at the expense of non-drug-related reward. Indeed, in alcohol-dependent patients, reactivity in dopaminergic target areas is shifted from non-drug-related stimuli towards drug-related stimuli. Such 'hijacked' dopamine signals may impair flexible learning from non-drug-related rewards, and thus promote craving for the drug of abuse. Here, we used functional magnetic resonance imaging to measure ventral striatal activation by reward prediction errors (RPEs) during a probabilistic reversal learning task in recently detoxified alcohol-dependent patients and healthy controls (N = 27). All participants also underwent 6-[(18) F]fluoro-DOPA positron emission tomography to assess ventral striatal dopamine synthesis capacity. Neither ventral striatal activation by RPEs nor striatal dopamine synthesis capacity differed between groups. However, ventral striatal coding of RPEs correlated inversely with craving in patients. Furthermore, we found a negative correlation between ventral striatal coding of RPEs and dopamine synthesis capacity in healthy controls, but not in alcohol-dependent patients. Moderator analyses showed that the magnitude of the association between dopamine synthesis capacity and RPE coding depended on the amount of chronic, habitual alcohol intake. Despite the relatively small sample size, a power analysis supports the reported results. Using a multimodal imaging approach, this study suggests that dopaminergic modulation of neural learning signals is disrupted in alcohol dependence in proportion to long-term alcohol intake of patients. Alcohol intake may perpetuate itself by interfering with dopaminergic modulation of neural learning signals in the ventral striatum, thus increasing craving for habitual drug intake.
滥用药物会引发腹侧纹状体释放多巴胺,这可能会使多巴胺驱动的强化学习偏向与药物相关的奖励,而以与非药物相关的奖励为代价。事实上,在酒精依赖患者中,多巴胺能靶区对非药物相关刺激的反应性会转向药物相关刺激。这种“被劫持”的多巴胺信号可能会损害从非药物相关奖励中进行灵活学习的能力,从而加剧对滥用药物的渴望。在此,我们使用功能磁共振成像来测量近期戒酒的酒精依赖患者和健康对照者(N = 27)在概率性反转学习任务中,奖励预测误差(RPE)引起的腹侧纹状体激活情况。所有参与者还接受了6-[(18)F]氟多巴正电子发射断层扫描,以评估腹侧纹状体的多巴胺合成能力。两组之间,由RPE引起的腹侧纹状体激活和纹状体多巴胺合成能力均无差异。然而,患者中RPE的腹侧纹状体编码与渴望程度呈负相关。此外,我们发现健康对照者中RPE的腹侧纹状体编码与多巴胺合成能力呈负相关,而酒精依赖患者中则无此相关性。调节分析表明,多巴胺合成能力与RPE编码之间关联的强度取决于慢性习惯性酒精摄入量。尽管样本量相对较小,但功效分析支持所报告的结果。本研究采用多模态成像方法表明,酒精依赖患者中神经学习信号的多巴胺能调节与患者长期酒精摄入量成比例地受到破坏。酒精摄入可能通过干扰腹侧纹状体中神经学习信号的多巴胺能调节而使自身持续存在,从而增加对习惯性药物摄入的渴望。