Department of Psychiatry, University of Michigan, 4250 Plymouth Road, Ann Arbor, MI, 48109, USA.
Department of Psychiatry, University of Michigan, 4250 Plymouth Road, Ann Arbor, MI, 48109, USA; Department of Psychology, University of Michigan, 4250 Plymouth Road, Ann Arbor, MI, 48109, USA.
Drug Alcohol Depend. 2018 Apr 1;185:198-206. doi: 10.1016/j.drugalcdep.2017.12.015. Epub 2018 Feb 11.
Little is known regarding the combined influence of psychosocial and neural protective mechanisms against substance use. The present study examined the extent to which neuroimaging measures of disinhibition predicted resilience against binge drinking and marijuana use among youth with a family history of substance use disorder (SUD; FH+), accounting for psychosocial measures of behavioral control.
Participants were 57 FH+ youth from the Michigan Longitudinal Study categorized into resilient and high-risk groups based on patterns of weekly binge drinking and monthly marijuana use during early adulthood. Psychosocial measures of behavioral control (reactive control and externalizing behavior during early and late adolescence) and neural measures of disinhibition (Go/No-Go task and Monetary Incentive Delay Task (MIDT) measured through functional magnetic resonance imaging (fMRI)) were entered sequentially in hierarchical logistic regression models to predict resilient versus high-risk groups.
Greater activation in the right dorsolateral prefrontal cortex (DLPFC) during correctly inhibited trials on the Go/No-Go task was a significant predictor of resilience (OR = 2.46, p < 0.05), over and above greater reactive control in early adolescence (OR = 4.96, p < 0.05) and lower externalizing behavior in late adolescence (OR = 0.64, p < 0.05). Neural activation in the ventral striatum associated with reward anticipation during the MIDT was not a significant predictor of resilience.
Brain function in the right DLPFC associated with inhibitory control may be a neural indicator of resilience against elevated substance use among FH+ youth, even after accounting for psychosocial measures of behavioral control.
对于心理社会和神经保护机制对抗物质使用的综合影响,人们知之甚少。本研究考察了神经影像学测量的抑制程度是否可以预测具有物质使用障碍家族史(FH+)的年轻人对 binge drinking 和 marijuana 使用的恢复能力,同时考虑了行为控制的心理社会测量。
参与者是来自密歇根纵向研究的 57 名 FH+ 年轻人,根据他们在成年早期每周 binge drinking 和每月 marijuana 使用的模式,分为恢复组和高风险组。心理社会行为控制测量(青少年早期和晚期的反应控制和外化行为)和神经抑制测量(Go/No-Go 任务和通过功能磁共振成像(fMRI)测量的金钱激励延迟任务(MIDT))依次进入分层逻辑回归模型,以预测恢复组与高风险组。
在 Go/No-Go 任务中正确抑制试验时右背外侧前额叶皮层(DLPFC)的更大激活是恢复的显著预测因素(OR=2.46,p<0.05),超过了青少年早期更强的反应控制(OR=4.96,p<0.05)和青少年晚期更低的外化行为(OR=0.64,p<0.05)。MIDT 中与奖励预期相关的腹侧纹状体的神经激活不是恢复的显著预测因素。
与抑制控制相关的右 DLPFC 的大脑功能可能是 FH+ 年轻人对升高的物质使用具有恢复能力的神经指标,即使考虑了行为控制的心理社会测量。