Department Neuroimaging, Germany; Department of Psychosomatic Medicine and Psychotherapy, Germany; Central Institute of Mental Health Mannheim, Medical Faculty Mannheim, Heidelberg University, J5, D-68159 Mannheim, Germany.
Department Neuroimaging, Germany; Central Institute of Mental Health Mannheim, Medical Faculty Mannheim, Heidelberg University, J5, D-68159 Mannheim, Germany.
Neuroimage. 2016 Jan 15;125:182-188. doi: 10.1016/j.neuroimage.2015.10.027. Epub 2015 Oct 16.
Down-regulation of the amygdala with real-time fMRI neurofeedback (rtfMRI NF) potentially allows targeting brain circuits of emotion processing and may involve prefrontal-limbic networks underlying effective emotion regulation. Little research has been dedicated to the effect of rtfMRI NF on the functional connectivity of the amygdala and connectivity patterns in amygdala down-regulation with neurofeedback have not been addressed yet. Using psychophysiological interaction analysis of fMRI data, we present evidence that voluntary amygdala down-regulation by rtfMRI NF while viewing aversive pictures was associated with increased connectivity of the right amygdala with the ventromedial prefrontal cortex (vmPFC) in healthy subjects (N=16). In contrast, a control group (N=16) receiving sham feedback did not alter amygdala connectivity (Group×Condition t-contrast: p<.05 at cluster-level). Task-dependent increases in amygdala-vmPFC connectivity were predicted by picture arousal (β=.59, p<.05). A dynamic causal modeling analysis with Bayesian model selection aimed at further characterizing the underlying causal structure and favored a bottom-up model assuming predominant information flow from the amygdala to the vmPFC (xp=.90). The results were complemented by the observation of task-dependent alterations in functional connectivity of the vmPFC with the visual cortex and the ventrolateral PFC in the experimental group (Condition t-contrast: p<.05 at cluster-level). Taken together, the results underscore the potential of amygdala fMRI neurofeedback to influence functional connectivity in key networks of emotion processing and regulation. This may be beneficial for patients suffering from severe emotion dysregulation by improving neural self-regulation.
使用 fMRI 的实时神经反馈(rtfMRI NF)下调杏仁核,可能会靶向情绪处理的大脑回路,并可能涉及到情绪调节的前额叶-边缘网络。目前,针对 rtfMRI NF 对杏仁核功能连接的影响的研究很少,并且尚未解决神经反馈下调杏仁核的连接模式问题。通过 fMRI 数据的心理生理交互分析,我们提供了证据表明,健康受试者(N=16)在观看厌恶图片时,通过 rtfMRI NF 自愿下调杏仁核与腹内侧前额叶皮层(vmPFC)的连接增加。相比之下,接受假反馈的对照组(N=16)没有改变杏仁核的连接(组间条件 t 对比:在聚类水平上 p<.05)。杏仁核与 vmPFC 之间的连接随任务而增加,与图片唤醒度呈正相关(β=.59,p<.05)。具有贝叶斯模型选择的动态因果建模分析旨在进一步描述潜在的因果结构,并倾向于假设从杏仁核到 vmPFC 的信息主要流向的自下而上的模型(xp=.90)。实验组成员观察到 vmPFC 与视觉皮层和腹外侧前额叶皮层之间的功能连接随任务而改变,这一结果补充了观察结果(条件 t 对比:在聚类水平上 p<.05)。总的来说,这些结果强调了杏仁核 fMRI 神经反馈对影响情绪处理和调节的关键网络的功能连接的潜力。这可能通过改善神经自我调节,对患有严重情绪失调的患者有益。