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强化学习过程中纹状体和脑岛功能障碍可区分戒断和复吸的甲基苯丙胺依赖个体。

Striatum and insula dysfunction during reinforcement learning differentiates abstinent and relapsed methamphetamine-dependent individuals.

作者信息

Stewart Jennifer L, Connolly Colm G, May April C, Tapert Susan F, Wittmann Marc, Paulus Martin P

机构信息

Department of Psychiatry, University of California San Diego, La Jolla, CA, USA.

出版信息

Addiction. 2014 Mar;109(3):460-71. doi: 10.1111/add.12403. Epub 2013 Dec 15.

Abstract

BACKGROUND AND AIMS

Individuals with methamphetamine dependence (MD) exhibit dysfunction in brain regions involved in goal maintenance and reward processing when compared with healthy individuals. We examined whether these characteristics also reflect relapse vulnerability within a sample of MD patients.

DESIGN

Longitudinal, with functional magnetic resonance imaging (fMRI) and clinical interview data collected at baseline and relapse status collected at 1-year follow-up interview.

SETTING

Keck Imaging Center, University of California San Diego, USA.

PARTICIPANTS

MD patients (n = 60) enrolled into an in-patient drug treatment program at baseline. MD participants remaining abstinent at 1-year follow-up (abstinent MD group; n = 42) were compared with MD participants who relapsed within this period (relapsed MD group; n = 18).

MEASUREMENTS

Behavioral and neural responses to a reinforcement learning (paper-scissors-rock) paradigm recorded during an fMRI session at time of treatment.

FINDINGS

The relapsed MD group exhibited greater bilateral inferior frontal gyrus (IFG) and right striatal activation than the abstinent MD group during the learning of reward contingencies (Cohen's d range: 0.60-0.83). In contrast, the relapsed MD group displayed lower bilateral striatum, bilateral insula, left IFG and left anterior cingulate activation than the abstinent MD group (Cohen's d range: 0.90-1.23) in response to winning, tying and losing feedback.

CONCLUSIONS

Methamphetamine-dependent individuals who achieve abstinence and then relapse show greater inferior frontal gyrus activation during learning, and relatively attenuated striatal, insular and frontal activation in response to feedback, compared with methamphetamine-dependent people who remain abstinent.

摘要

背景与目的

与健康个体相比,甲基苯丙胺依赖者在涉及目标维持和奖赏处理的脑区存在功能障碍。我们研究了这些特征是否也反映了甲基苯丙胺依赖患者样本中的复发易感性。

设计

纵向研究,在基线时收集功能磁共振成像(fMRI)和临床访谈数据,并在1年随访访谈时收集复发状态数据。

地点

美国加利福尼亚大学圣地亚哥分校凯克成像中心。

参与者

基线时纳入住院药物治疗项目的甲基苯丙胺依赖患者(n = 60)。将在1年随访时保持戒断的甲基苯丙胺依赖参与者(戒断的甲基苯丙胺依赖组;n = 42)与在此期间复发的甲基苯丙胺依赖参与者(复发的甲基苯丙胺依赖组;n = 18)进行比较。

测量

在治疗时的fMRI session期间记录对强化学习(纸-剪刀-石头)范式的行为和神经反应。

结果

在学习奖赏偶然性时,复发的甲基苯丙胺依赖组比戒断的甲基苯丙胺依赖组表现出更大的双侧额下回(IFG)和右侧纹状体激活(科恩d值范围:0.60 - 至0.83)。相比之下,在对赢、平局和输的反馈中,复发的甲基苯丙胺依赖组比戒断的甲基苯丙胺依赖组表现出更低的双侧纹状体、双侧岛叶、左侧IFG和左侧前扣带回激活(科恩d值范围:0.90 - 1.23)。

结论

与保持戒断的甲基苯丙胺依赖者相比,实现戒断然后复发的甲基苯丙胺依赖个体在学习过程中表现出更大的额下回激活,并且在对反馈的反应中纹状体、岛叶和额叶激活相对减弱。

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