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长期使用 SuboxoneTM 后,通过语音自动检测可观察到情绪反应。

Long term Suboxone™ emotional reactivity as measured by automatic detection in speech.

机构信息

Department of Software and Information Technology Engineering, École de Technologie Supérieure-Université du Québec, Montréal, Québec, Canada.

出版信息

PLoS One. 2013 Jul 9;8(7):e69043. doi: 10.1371/journal.pone.0069043. Print 2013.

Abstract

Addictions to illicit drugs are among the nation's most critical public health and societal problems. The current opioid prescription epidemic and the need for buprenorphine/naloxone (Suboxone®; SUBX) as an opioid maintenance substance, and its growing street diversion provided impetus to determine affective states ("true ground emotionality") in long-term SUBX patients. Toward the goal of effective monitoring, we utilized emotion-detection in speech as a measure of "true" emotionality in 36 SUBX patients compared to 44 individuals from the general population (GP) and 33 members of Alcoholics Anonymous (AA). Other less objective studies have investigated emotional reactivity of heroin, methadone and opioid abstinent patients. These studies indicate that current opioid users have abnormal emotional experience, characterized by heightened response to unpleasant stimuli and blunted response to pleasant stimuli. However, this is the first study to our knowledge to evaluate "true ground" emotionality in long-term buprenorphine/naloxone combination (Suboxone™). We found in long-term SUBX patients a significantly flat affect (p<0.01), and they had less self-awareness of being happy, sad, and anxious compared to both the GP and AA groups. We caution definitive interpretation of these seemingly important results until we compare the emotional reactivity of an opioid abstinent control using automatic detection in speech. These findings encourage continued research strategies in SUBX patients to target the specific brain regions responsible for relapse prevention of opioid addiction.

摘要

非法药物成瘾是美国最严重的公共卫生和社会问题之一。目前阿片类药物处方泛滥,需要丁丙诺啡/纳洛酮(Suboxone®;SUBX)作为阿片类药物维持物质,其街头滥用情况日益严重,这促使我们确定长期 SUBX 患者的情感状态(“真实的基本情感”)。为了实现有效的监测,我们利用语音中的情感检测来衡量 36 名 SUBX 患者与 44 名普通人群(GP)和 33 名匿名戒酒会(AA)成员的“真实”情感。其他一些非客观研究调查了海洛因、美沙酮和阿片类药物戒断患者的情感反应。这些研究表明,目前的阿片类药物使用者存在异常的情感体验,其特征是对不愉快刺激的反应增强,对愉快刺激的反应减弱。然而,这是我们所知的第一项评估长期丁丙诺啡/纳洛酮联合用药(Suboxone™)的“真实基本”情感的研究。我们发现,长期 SUBX 患者的情感明显平淡(p<0.01),与 GP 和 AA 组相比,他们对自己的快乐、悲伤和焦虑的自我意识较少。在我们使用语音自动检测比较阿片类药物戒断对照组的情感反应之前,我们对这些看似重要的结果进行明确的解释持谨慎态度。这些发现鼓励在 SUBX 患者中继续研究策略,以针对负责预防阿片类药物成瘾复发的特定大脑区域。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e47d/3706486/24559359b89f/pone.0069043.g001.jpg

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