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基于连通性的实时功能磁共振成像神经反馈训练用于有重度抑郁症病史的青少年

Connectivity based Real-Time fMRI Neurofeedback Training in Youth with a History of Major Depressive Disorder.

作者信息

He Xiaofu, Moreno Diana Rodriguez, Hou Zhenghua, Cheslack-Postava Keely, Jiang Yanni, Li Tong, Kishon Ronit, Amsel Larry, Musa George, Wang Zhishun, Hoven Christina W

出版信息

ArXiv. 2023 Jan 25:arXiv:2301.11846v1.

Abstract

BACKGROUND

Real-time functional magnetic resonance imaging neurofeedback (rtfMRI-nf) has proven to be a powerful technique to help subjects to gauge and enhance emotional control. Traditionally, rtfMRI-nf has focused on emotional regulation through self-regulation of amygdala. Recently, rtfMRI studies have observed that regulation of a target brain region is accompanied by connectivity changes beyond the target region. Therefore, the aim of present study is to investigate the use of connectivity between amygdala and prefrontal regions as the target of neurofeedback training in healthy individuals and subjects with a life-time history of major depressive disorder (MDD) performing an emotion regulation task.

METHOD

Ten remitted MDD subjects and twelve healthy controls (HC) performed an emotion regulation task in 4 runs of rtfMRI-nf training followed by one transfer run without neurofeedback conducted in a single session. The functional connectivity between amygdala and prefrontal cortex was presented as a feedback bar concurrent with the emotion regulation task. Participants' emotional state was measured by the Positive and Negative Affect Schedule (PANAS) prior to and following the rtfMRI-nf. Psychological assessments were used to determine subjects' history of depression.

RESULTS

Participants with a history of MDD showed a trend of decreasing functional connectivity across the four rtfMRI-nf runs, and there was a marginally significant interaction between the MDD history and number of training runs. The HC group showed a significant increase of frontal cortex activation between the second and third neurofeedback runs. Comparing PANAS scores before and after connectivity-based rtfMRI-nf, we observed a significant decrease in negative PANAS score in the whole group overall, and a significant decrease in positive PANAS score in the MDD group alone.

摘要

背景

实时功能磁共振成像神经反馈(rtfMRI-nf)已被证明是一种帮助受试者评估和增强情绪控制的强大技术。传统上,rtfMRI-nf主要通过杏仁核的自我调节来实现情绪调节。最近,rtfMRI研究观察到,对目标脑区的调节伴随着目标区域之外的连接性变化。因此,本研究的目的是调查在健康个体和有重度抑郁症(MDD)终生病史的受试者执行情绪调节任务时,将杏仁核与前额叶区域之间的连接性作为神经反馈训练目标的应用情况。

方法

十名缓解期的MDD受试者和十二名健康对照者(HC)在rtfMRI-nf训练的4次运行中执行情绪调节任务,随后在单个会话中进行一次无神经反馈的转移运行。杏仁核与前额叶皮层之间的功能连接性以反馈条的形式呈现,与情绪调节任务同时进行。在rtfMRI-nf之前和之后,通过正负情绪量表(PANAS)测量参与者的情绪状态。使用心理评估来确定受试者的抑郁病史。

结果

有MDD病史的参与者在四次rtfMRI-nf运行中显示出功能连接性下降的趋势,并且MDD病史与训练运行次数之间存在边缘显著的交互作用。HC组在第二次和第三次神经反馈运行之间显示出额叶皮层激活的显著增加。比较基于连接性的rtfMRI-nf前后的PANAS评分,我们观察到整个组的负性PANAS评分总体上显著下降,而仅MDD组的正性PANAS评分显著下降。

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