Neurofeedback Effects on Evoked and Induced EEG Gamma Band Reactivity to Drug-related Cues in Cocaine Addiction.

Timothy Horrell, Ayman El-Baz, Joshua Baruth, Allan Tasman, Guela Sokhadze, Christopher Stewart, Estate Sokhadze
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引用次数: 61

Abstract

INTRODUCTION: Preoccupation with drug and drug-related items is a typical characteristic of cocaine addicted individuals. It has been shown in multiple accounts that prolonged drug use has a profound effect on the EEG recordings of drug addicts when compared to controls during cue reactivity tests. Cue reactivity refers to a phenomenon in which individuals with a history of drug abuse exhibit excessive psychophysiological responses to cues associated with their drug of choice. One of the aims of this pilot study was to determine the presence of an attentional bias to preferentially process drug-related cues using evoked and induced gamma reactivity measures in cocaine addicts before and after biobehavioral treatment based on neurofeedback. Another aim was to show that central SMR amplitude increase and frontal theta control is possible in an experimental outpatient drug users group over 12 neurofeedback sessions. METHOD: Ten current cocaine abusers participated in this pilot research study using neurofeedback combined with Motivational Interviewing sessions. Eight of them completed all planned pre- and post -neurofeedback cue reactivity tests with event-related EEG recording and clinical evaluations. Cue reactivity test represented a visual oddball task with images from the International Affective Picture System and drug-related pictures. Evoked and induced gamma responses to target and non-target drug cues were analyzed using wavelet analysis. RESULTS: Outpatient subjects with cocaine addiction completed the biobehavioral intervention and successfully increased SMR while keeping theta practically unchanged in 12 sessions of neurofeedback training. The addition of Motivational Interviewing helped retain patients in the study. Clinical evaluations immediately after completion of the treatment showed decreased self-reports on depression and stress scores, and urine tests collaborated reports of decreased use of cocaine and marijuana. Effects of neurofeedback resulted in a lower EEG gamma reactivity to drug-related images in a post-neurofeedback cue reactivity test. In particular, evoked gamma showed decreases in power to non-target and to a lesser extent target drug-related cues at all topographies (left, right, frontal, parietal, medial, inferior); while induced gamma power decreased globally to both target and non-target drug cues. Our findings supported our hypothesis that gamma band cue reactivity measures are sufficiently sensitive functional outcomes of neurofeedback treatment. Both evoked and induced gamma measures were found capable to detect changes in responsiveness to both target and non-target drug cues. CONCLUSION: Our study emphasizes the utility of cognitive neuroscience methods based on EEG gamma band measures for the assessment of the functional outcomes of neurofeedback-based biobehavioral interventions for cocaine use disorders. This approach may have significant potential for identifying both physiological and clinical markers of treatment progress. The results confirmed our prediction that EEG changes achieved with neurofeedback training will be accompanied by positive EEG outcomes in a cue reactivity and clinical improvements.

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可卡因成瘾者诱发和诱导脑伽马带对药物相关线索反应的神经反馈效应。
简介:对毒品和与毒品有关的物品全神贯注是可卡因成瘾者的典型特征。多项研究表明,在线索反应性测试中,与对照组相比,长期吸毒对吸毒者的脑电图记录有着深远的影响。线索反应是指有药物滥用史的人对与其选择的药物相关的线索表现出过度的心理生理反应的现象。这项试点研究的目的之一是确定可卡因成瘾者在基于神经反馈的生物行为治疗前后,是否存在使用诱发和诱导的伽马反应性测量来优先处理与毒品有关的线索的注意偏向。另一个目的是表明,在12次神经反馈过程中,实验门诊吸毒者组的中心SMR振幅增加和额叶θ控制是可能的。方法:10名可卡因滥用者参与了这项试点研究,使用神经反馈和动机访谈相结合。他们中的8人完成了所有计划的神经反馈前和后线索反应性测试,包括事件相关的脑电图记录和临床评估。线索反应性测试是一项视觉上的古怪任务,使用来自国际情感图片系统的图像和与毒品有关的图片。使用小波分析来分析对靶向和非靶向药物线索的诱发和诱导的伽马反应。结果:可卡因成瘾的门诊受试者完成了生物行为干预,并成功地提高了SMR,同时在12次神经反馈训练中保持θ几乎不变。动机访谈的加入有助于在研究中留住患者。治疗结束后立即进行的临床评估显示,抑郁和压力评分的自我报告减少,尿液测试报告可卡因和大麻的使用减少。在神经反馈后线索反应性测试中,神经反馈的影响导致脑电图对药物相关图像的γ反应性降低。特别是,诱发伽马在所有地形图(左、右、额、顶叶、内侧、下侧)上显示出对非目标和较小程度的目标药物相关线索的功率降低;而对于靶向和非靶向药物线索,诱导的伽马能总体上降低。我们的发现支持了我们的假设,即伽马带线索反应性测量是神经反馈治疗的足够敏感的功能结果。诱发和诱导伽马测量都能够检测对靶向和非靶向药物线索的反应性变化。结论:我们的研究强调了基于EEG伽马能带测量的认知神经科学方法在评估基于神经反馈的可卡因使用障碍生物行为干预的功能结果方面的实用性。这种方法可能在识别治疗进展的生理和临床标志物方面具有重大潜力。结果证实了我们的预测,即通过神经反馈训练实现的脑电图变化将伴随着线索反应性和临床改善方面的积极脑电图结果。
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