Gowin Joshua L, Harlé Katia M, Stewart Jennifer L, Wittmann Marc, Tapert Susan F, Paulus Martin P
Psychiatry, UCSD, La Jolla, CA, USA.
1] Psychiatry, UCSD, La Jolla, CA, USA [2] Empirical and Analytical Psychophysics, Institute for Frontier Areas of Psychology and Mental Health, Freiburg, Germany.
Neuropsychopharmacology. 2014 May;39(6):1379-87. doi: 10.1038/npp.2013.333. Epub 2013 Dec 6.
There is some evidence that neuroimaging can be used to predict relapse among abstinent methamphetamine-dependent (MD) individuals. However, it remains unclear what cognitive and neural processes contribute to relapse. This investigation examined whether insula activation during risk-taking decisions-a process shown to be disrupted in MD-is able to predict susceptibility for relapse. Sixty-eight MD enrolled in a treatment program during early abstinence completed a risk-taking task during functional magnetic resonance imaging. Sixty-three of the sixty-eight individuals were followed up 1 year after the study. Of these, 18 MD reported relapse. The 45 abstinent MD showed patterns of insula activation during risky decisions that resembled those found in prior studies of healthy controls, consisting of lower insula activation during safe decisions paired with higher activation during risky decisions. In contrast, the 18 relapsed MD showed similar insula activation during safe and risky decisions. An increase in one standard deviation in the difference in insula activation between risky and safe choices was associated with a 0.34 odds ratio for relapse at any given time. A median split of insula activation (difference between risky and safe) showed that individuals in the bottom half were two times more likely to relapse. In addition, a model that included several other brain regions increased prediction accuracy compared with insula-based model alone. These results suggest that failure to differentially activate the insula as a function of risk is a part of an altered risk-processing network associated with an increased susceptibility to relapse.
有证据表明,神经影像学可用于预测戒除甲基苯丙胺依赖(MD)个体的复发情况。然而,尚不清楚哪些认知和神经过程会导致复发。本研究调查了在冒险决策过程中脑岛激活情况(这一过程在MD个体中显示出异常)是否能够预测复发易感性。68名处于早期戒除阶段且参加治疗项目的MD个体在功能磁共振成像期间完成了一项冒险任务。68名个体中有63名在研究后1年接受了随访。其中,18名MD个体报告复发。45名戒除MD个体在冒险决策过程中脑岛激活模式类似于先前对健康对照者的研究结果,即在安全决策期间脑岛激活较低,而在冒险决策期间激活较高。相比之下,18名复发MD个体在安全和冒险决策期间脑岛激活情况相似。冒险与安全选择之间脑岛激活差异每增加一个标准差,在任何给定时间复发的优势比为0.34。对脑岛激活(冒险与安全之间的差异)进行中位数分割显示,处于下半部分的个体复发可能性高出两倍。此外,与仅基于脑岛的模型相比,包含其他几个脑区的模型提高了预测准确性。这些结果表明,未能根据风险差异激活脑岛是与复发易感性增加相关的风险处理网络改变的一部分。