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情绪厌恶线索抑制社交焦虑个体最佳学习所依赖的神经系统。

Emotionally Aversive Cues Suppress Neural Systems Underlying Optimal Learning in Socially Anxious Individuals.

机构信息

Donders Institute, Radboud University, 6525 EN Nijmegen, the Netherlands, and

Department of Clinical Psychology, Leiden Institute for Brain and Cognition, Leiden University, 2333 AK Leiden, the Netherlands.

出版信息

J Neurosci. 2019 Feb 20;39(8):1445-1456. doi: 10.1523/JNEUROSCI.1394-18.2018. Epub 2018 Dec 17.

Abstract

Learning and decision-making are modulated by socio-emotional processing and such modulation is implicated in clinically relevant personality traits of social anxiety. The present study elucidates the computational and neural mechanisms by which emotionally aversive cues disrupt learning in socially anxious human individuals. Healthy volunteers with low or high trait social anxiety performed a reversal learning task requiring learning actions in response to angry or happy face cues. Choice data were best captured by a computational model in which learning rate was adjusted according to the history of surprises. High trait socially anxious individuals used a less-dynamic strategy for adjusting their learning rate in trials started with angry face cues and unlike the low social anxiety group, their dorsal anterior cingulate cortex (dACC) activity did not covary with the learning rate. Our results demonstrate that trait social anxiety is accompanied by disruption of optimal learning and dACC activity in threatening situations. Social anxiety is known to influence a broad range of cognitive functions. This study tests whether and how social anxiety affects human value-based learning as a function of uncertainty in the learning environment. The findings indicate that, in a threatening context evoked by an angry face, socially anxious individuals fail to benefit from a stable learning environment with highly predictable stimulus-response-outcome associations. Under those circumstances, socially anxious individuals failed to use their dorsal anterior cingulate cortex, a region known to adjust learning rate to environmental uncertainty. These findings open the way to modify neurobiological mechanisms of maladaptive learning in anxiety and depressive disorders.

摘要

学习和决策受到社会情感处理的调节,这种调节与社交焦虑的临床相关人格特质有关。本研究阐明了情绪厌恶线索如何破坏社交焦虑个体的学习的计算和神经机制。具有低或高特质社交焦虑的健康志愿者执行了一项反转学习任务,要求根据愤怒或快乐面孔线索学习动作。选择数据最好由一个计算模型来捕捉,该模型根据惊讶的历史来调整学习率。高特质社交焦虑个体在以愤怒面孔线索开始的试验中使用了一种不太灵活的策略来调整学习率,与低社交焦虑组不同,他们的背侧前扣带皮层 (dACC) 活动与学习率没有相关性。我们的研究结果表明,特质社交焦虑伴随着威胁情境下的最佳学习和 dACC 活动的破坏。社交焦虑症已知会影响广泛的认知功能。本研究测试了社交焦虑是否以及如何影响人类基于价值的学习,作为学习环境不确定性的函数。研究结果表明,在愤怒面孔引起的威胁情境中,社交焦虑个体无法从具有高度可预测刺激-反应-结果关联的稳定学习环境中受益。在这些情况下,社交焦虑个体无法利用他们的背侧前扣带皮层,该区域已知可以根据环境不确定性调整学习率。这些发现为在焦虑和抑郁障碍中改变适应性学习的神经生物学机制开辟了道路。

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