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首页> 外文期刊>NeuroImage: Clinical >Continuous vs. intermittent neurofeedback to regulate auditory cortex activity of tinnitus patients using real-time fMRI - A pilot study
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Continuous vs. intermittent neurofeedback to regulate auditory cortex activity of tinnitus patients using real-time fMRI - A pilot study

机译:使用实时功能磁共振成像连续或间歇性神经反馈调节耳鸣患者的听觉皮层活动-一项先导研究

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The emerging technique of real-time fMRI neurofeedback trains individuals to regulate their own brain activity via feedback from an fMRI measure of neural activity. Optimum feedback presentation has yet to be determined, particularly when working with clinical populations. To this end, we compared continuous against intermittent feedback in subjects with tinnitus. Fourteen participants with tinnitus completed the whole experiment consisting of nine runs (3 runs × 3 days). Prior to the neurofeedback, the target region was localized within the auditory cortex using auditory stimulation (1 kHz tone pulsating at 6 Hz) in an ON-OFF block design. During neurofeedback runs, participants received either continuous (n = 7, age 46.84 ± 12.01, Tinnitus Functional Index (TFI) 49.43 ± 15.70) or intermittent feedback (only after the regulation block) (n = 7, age 47.42 ± 12.39, TFI 49.82 ± 20.28). Participants were asked to decrease auditory cortex activity that was presented to them by a moving bar. In the first and the last session, participants also underwent arterial spin labeling (ASL) and resting-state fMRI imaging. We assessed tinnitus severity using the TFI questionnaire before all sessions, directly after all sessions and six weeks after all sessions. We then compared neuroimaging results from neurofeedback using a general linear model (GLM) and region-of-interest analysis as well as behavior measures employing a repeated-measures ANOVA. In addition, we looked at the seed-based connectivity of the auditory cortex using resting-state data and the cerebral blood flow using ASL data. GLM group analysis revealed that a considerable part of the target region within the auditory cortex was significantly deactivated during neurofeedback. When comparing continuous and intermittent feedback groups, the continuous group showed a stronger deactivation of parts of the target region, specifically the secondary auditory cortex. This result was confirmed in the region-of-interest analysis that showed a significant down-regulation effect for the continuous but not the intermittent group. Additionally, continuous feedback led to a slightly stronger effect over time while intermittent feedback showed best results in the first session. Behaviorally, there was no significant effect on the total TFI score, though on a descriptive level TFI scores tended to decrease after all sessions and in the six weeks follow up in the continuous group. Seed-based connectivity with a fixed-effects analysis revealed that functional connectivity increased over sessions in the posterior cingulate cortex, premotor area and part of the insula when looking at all patients while cerebral blood flow did not change significantly over time. Overall, these results show that continuous feedback is suitable for long-term neurofeedback experiments while intermittent feedback presentation promises good results for single session experiments when using the auditory cortex as a target region. In particular, the down-regulation effect is more pronounced in the secondary auditory cortex, which might be more susceptible to voluntary modulation in comparison to a primary sensory region. Highlights ? Comparison of continuous and intermittent fMRI neurofeedback in tinnitus patients ? Both groups attempted down-regulation of the auditory cortex. ? The continuous feedback group seemed to improve after multiple sessions. ? Intermittent feedback worked best for a single session. ? Down-regulation effect seems more pronounced in the secondary auditory cortex.
机译:实时功能磁共振成像神经反馈的新兴技术可训练个人通过功能磁共振成像测量神经活动的反馈来调节自己的大脑活动。最佳反馈表示方式尚待确定,尤其是在与临床人群合作时。为此,我们比较了耳鸣患者的连续反馈与间歇反馈。十四名耳鸣参与者完成了整个实验,包括九次奔跑(3次奔跑×3天)。在神经反馈之前,在开-关模块设计中,使用听觉刺激(1 kHz音调以6 Hz脉动)将目标区域定位在听觉皮层内。在神经反馈过程中,参与者要么连续接受(n = 7,年龄46.84±12.01,耳鸣功能指数(TFI)49.43±15.70),要么间歇性反馈(仅在调节阻滞后)(n = 7,年龄47.42±12.39,TFI 49.82) ±20.28)。要求参加者减少通过移动棒呈现给他们的听觉皮层活动。在第一场和最后一场会议中,参与者还接受了动脉自旋标记(ASL)和静止状态fMRI成像。我们在所有疗程之前,直接在所有疗程之后和所有疗程之后六周使用TFI问卷评估了耳鸣的严重程度。然后,我们比较了使用一般线性模型(GLM)和感兴趣区域分析以及采用重复测量方差分析的行为测量从神经反馈得到的神经成像结果。此外,我们使用静息状态数据查看了听觉皮层基于种子的连通性,并使用了ASL数据查看了脑血流量。 GLM组分析显示,在神经反馈过程中,听觉皮层内相当大一部分目标区域被显着失活。比较连续和间歇性反馈组时,连续组显示出更强的目标区域部分失活,特别是次要听觉皮层。该结果在感兴趣区域分析中得到了证实,该分析显示了连续组而非间歇组的显着下调效果。此外,随着时间的推移,连续反馈导致效果略强,而间歇性反馈在第一阶段显示出最佳效果。从行为上讲,总TFI得分没有显着影响,尽管在描述性水平上,TFI得分在所有疗程后和连续组的六周随访中趋于下降。基于种子的连接性和固定效果分析显示,当查看所有患者时,在后扣带回皮层,运动前区和部分绝缘岛中,功能连接性随着会话时间的增加而增加,而脑血流量不会随时间显着变化。总体而言,这些结果表明,连续的反馈适用于长期的神经反馈实验,而间歇性的反馈呈现则在将听觉皮层用作目标区域时,单次实验有望取得良好的结果。特别地,下调节作用在次要听觉皮层中更为明显,与主要的感觉区域相比,它可能更容易受到主动调节的影响。强调 ?耳鸣患者连续和间歇性fMRI神经反馈的比较两组都试图下调听觉皮层。 ?经过多次会议后,连续反馈小组似乎有所改善。 ?间歇性反馈最适合单个会话。 ?下调节作用在次级听觉皮层中似乎更明显。

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