Department of Psychology, Florida International University, Miami, FL, United States.
Department of Psychology, Florida International University, Miami, FL, United States.
Addict Behav. 2022 Dec;135:107458. doi: 10.1016/j.addbeh.2022.107458. Epub 2022 Aug 12.
Adolescent electronic cigarette (e-cigarette) use remains high. Elucidating contributing factors may enhance prevention strategies. Neurobiologically, amygdala-insula resting-state functional connectivity (rsFC) has been linked with aspects of sleep, affect, and substance use (SU). As such, we hypothesized that amygdala's rsFC with the insula would be associated with e-cigarette use via sleep problems and/or depression levels.
An adolescent sample (N = 146) completed a rs-fMRI scan at time 1 and self-reports at time 2 (∼15 months later). Given consistent associations between mental health outcomes and the rsFC of the laterobasal amygdala (lbAMY) with the anterior insula, we utilized a seed region (lbAMY) to region of interest (ROI) analysis approach to characterize brain-behavior relationships. Two serial mediation models tested the interrelations between amygdala's rsFC with distinct anterior insula subregions (i.e., ventral insula [vI], dorsal insula [dI]), sleep problems, depression levels, and days of e-cigarette use.
An indirect effect was observed when considering the lbAMY's rsFC with the vI. Greater rsFC predicted more sleep problems, more sleep problems were linked with greater depressive symptoms, and greater depressive symptoms were associated with more e-cigarette use (indirect effect = 0.08, CI [0.01,0.21]). Indicative of a neurobiological dissociation, a similar indirect effect linking these variables was not observed when considering the lbAMY's rsFC with the dI (indirect effect = 0.03, CI [-0.001,0.10]).
These outcomes highlight functional interactions between the amygdala and insula as a neurobiological contributor to sleep problems, depressive symptoms, and ultimately SU thereby suggesting potential intervention points to reduce teen e-cigarette use.
青少年电子烟(e-cigarette)使用率仍然很高。阐明促成因素可能会增强预防策略。神经生物学研究表明,杏仁核-岛叶静息态功能连接(rsFC)与睡眠、情绪和物质使用(SU)的各个方面有关。因此,我们假设杏仁核与岛叶的 rsFC 与通过睡眠问题和/或抑郁水平与电子烟使用有关。
一组青少年样本(N=146)在第一次(大约 15 个月后)进行了 rs-fMRI 扫描和自我报告。鉴于心理健康结果与后基底杏仁核(lbAMY)与前岛叶之间的 rsFC 之间存在一致的关联,我们利用种子区域(lbAMY)与感兴趣区域(ROI)分析方法来描述大脑-行为关系。两个连续的中介模型测试了杏仁核的 rsFC 与不同的前岛叶亚区(即,腹侧岛叶[vI],背侧岛叶[dI])、睡眠问题、抑郁水平和电子烟使用天数之间的相互关系。
当考虑 lbAMY 与 vI 的 rsFC 时,观察到间接效应。rsFC 越大,睡眠问题越多,睡眠问题与抑郁症状越严重,抑郁症状与电子烟使用越多(间接效应=0.08,CI [0.01,0.21])。当考虑 lbAMY 与 dI 的 rsFC 时,没有观察到类似的间接效应将这些变量联系起来(间接效应=0.03,CI [-0.001,0.10]),这表明了神经生物学的分离。
这些结果强调了杏仁核和岛叶之间的功能相互作用是睡眠问题、抑郁症状以及最终物质使用的神经生物学促成因素,从而表明潜在的干预点可以减少青少年电子烟使用。