Behavioural Science Institute, Radboud University, Nijmegen, the Netherlands.
Radboud University Medical Centre, Department of Psychiatry, Nijmegen Institute for Scientist Practitioners in Addiction, Nijmegen, the Netherlands.
JAMA Psychiatry. 2017 Apr 1;74(4):387-398. doi: 10.1001/jamapsychiatry.2016.3084.
Disrupted reward processing, mainly driven by striatal dysfunction, is a key characteristic of addictive behaviors. However, functional magnetic resonance imaging (fMRI) studies have reported conflicting results, with both hypoactivations and hyperactivations during anticipation and outcome notification of monetary rewards in addiction.
To determine the nature and direction of reward-processing disruptions during anticipation and outcome notification of monetary rewards in individuals with addiction using image-based meta-analyses of fMRI studies.
Relevant publications were identified searching PubMed (inclusion until March 2015) using the following terms: reward, fMRI, substance use, cocaine, cannabis, opiates, alcohol, nicotine, smokers, gambling, gamblers, gaming, and gamers. Authors of included articles were contacted to obtain statistical fMRI maps.
Inclusion criteria: reward task involving monetary reward anticipation and/or outcome; participants showing addictive behaviors; and healthy control group. Exclusion criteria: participants aged younger than 18 years; recreational substance use or gambling; participants at risk for addictive behaviors; and studies using the same patient data as other included studies.
Study procedures were conducted in accordance with the Meta-analysis of Observational Studies in Epidemiology guidelines. Using Seed-based d Mapping software, meta-analyses were performed using random-effect nonparametric statistics with group whole brain T-maps from individual studies as input. Analyses were performed across all addictions and for substance and gambling addictions separately.
Group differences (individuals with addiction vs control individuals) in reward-related brain activation during reward anticipation and outcome using fMRI (planned before data collection).
Twenty-five studies were included in the meta-analysis, representing 643 individuals with addictive behaviors and 609 healthy control individuals. During reward anticipation, individuals with substance and gambling addictions showed decreased striatal activation compared with healthy control individuals. During reward outcome, individuals with substance addiction showed increased activation in the ventral striatum, whereas individuals with gambling addiction showed decreased activation in the dorsal striatum compared with healthy control individuals.
Striatal hypoactivation in individuals with addiction during reward anticipation and in individuals with gambling addiction during reward outcome is in line with the reward-deficiency theory of addiction. However, the combination of hypoactivation during reward anticipation and hyperactivation during reward outcome in the striatum of individuals with substance addiction may be explained using learning-deficit theory.
奖赏处理功能紊乱主要由纹状体功能障碍驱动,是成瘾行为的一个关键特征。然而,功能磁共振成像(fMRI)研究报告了相互矛盾的结果,即在成瘾者对金钱奖励的预期和结果通知期间,既出现了活动减少,也出现了活动增加。
使用基于图像的 fMRI 研究的荟萃分析,确定成瘾个体在对金钱奖励的预期和结果通知期间奖赏处理障碍的性质和方向。
使用以下术语在 PubMed 中搜索相关文献(纳入截止日期为 2015 年 3 月):奖赏、fMRI、物质使用、可卡因、大麻、阿片类药物、酒精、尼古丁、吸烟者、赌博、赌徒、游戏、游戏玩家。联系纳入文章的作者以获取统计 fMRI 图谱。
纳入标准:涉及金钱奖励预期和/或结果的奖励任务;表现出成瘾行为的参与者;以及健康对照组。排除标准:年龄小于 18 岁的参与者;娱乐性物质使用或赌博;有成瘾行为风险的参与者;以及使用与其他纳入研究相同患者数据的研究。
研究程序符合观察性研究荟萃分析的流行病学指南。使用基于种子的 d 映射软件,使用随机效应非参数统计方法,以个体研究的全脑 T 映射作为输入,进行荟萃分析。对所有成瘾和物质成瘾及赌博成瘾分别进行了分析。
使用 fMRI 在奖励预期期间(在数据收集前计划)比较个体的奖赏相关脑激活的个体差异(成瘾个体与对照组个体)。
荟萃分析纳入了 25 项研究,代表了 643 名有物质成瘾行为的个体和 609 名健康对照组个体。在奖励预期期间,物质成瘾和赌博成瘾个体的纹状体激活减少。在奖励结果期间,物质成瘾个体的腹侧纹状体激活增加,而赌博成瘾个体的背侧纹状体激活减少。
成瘾个体在奖励预期期间的纹状体激活减少和赌博成瘾个体在奖励结果期间的纹状体激活减少与成瘾的奖赏缺失理论一致。然而,物质成瘾个体的纹状体在奖励预期期间的活动减少和奖励结果期间的活动增加的组合可能可以用学习缺陷理论来解释。