通过蒙特利尔神经研究所空间神经反馈解码调节主观疼痛感:概念验证研究。

IF 5.4 2区 生物学 Q1 BIOLOGY
Taryn Berman, Cody Cushing, Shawn Manuel, Etienne Vachon-Presseau, Aurelio Cortese, Mitsuo Kawato, Choong-Wan Woo, Tor Dessart Wager, Hakwan Lau, Mathieu Roy, Vincent Taschereau-Dumouchel
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引用次数: 0

摘要

疼痛是一种复杂的情绪体验,其控制仍然具有挑战性。之前的功能磁共振成像(fMRI)研究将疼痛与分布式大脑活动模式(即大脑解码器)联系起来,但这些观察结果是否反映了因果机制仍不清楚。为了解决这个问题,我们设计了一种新的神经反馈方法,利用 fMRI 数据的实时解码来测试调节与疼痛相关的多象素 fMRI 模式是否会导致主观疼痛体验的改变。我们首先证明,使用基于刺激强度独立疼痛特征(SIIPS)和神经疼痛特征(NPS)的实时解码方法确实可以准确预测主观疼痛评级。接下来,我们在双盲解码 fMRI 神经反馈实验中训练参与者(n = 16)上调或下调 SIIPS。我们的结果表明,参与者可以学会独立于 NPS 表达而下调 SIIPS 的表达。重要的是,这种神经反馈训练的成功与否与干预后感知到的疼痛刺激强度有关。综上所述,这些结果表明,闭环大脑成像可以利用先验的疼痛 fMRI 解码器有效地进行,从而为解码神经反馈开辟了新的应用领域,既可用于临床,也可用于基础科学。本文是 "神经反馈:内源性神经调节的新领域和神经认知机制 "主题刊物的一部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modulating subjective pain perception with decoded Montreal Neurological Institute-space neurofeedback: a proof-of-concept study.

Pain is a complex emotional experience that still remains challenging to manage. Previous functional magnetic resonance imaging (fMRI) studies have associated pain with distributed patterns of brain activity (i.e. brain decoders), but it is still unclear whether these observations reflect causal mechanisms. To address this question, we devised a new neurofeedback approach using real-time decoding of fMRI data to test if modulating pain-related multivoxel fMRI patterns could lead to changes in subjective pain experience. We first showed that subjective pain ratings can indeed be accurately predicted using a real-time decoding approach based on the stimulus intensity independent pain signature (SIIPS) and the neurologic pain signature (NPS). Next, we trained participants (n = 16) in a double-blinded decoded fMRI neurofeedback experiment to up- or downregulate the SIIPS. Our results indicate that participants can learn to downregulate the expression of SIIPS independently from NPS expression. Importantly, the success of this neurofeedback training was associated with the perceived intensity of painful stimulation following the intervention. Taken together, these results indicate that closed-loop brain imaging can be efficiently conducted using a priori fMRI decoders of pain, potentially opening up a new range of applications for decoded neurofeedback, both for clinical and basic science purposes. This article is part of the theme issue 'Neurofeedback: new territories and neurocognitive mechanisms of endogenous neuromodulation'.

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来源期刊
CiteScore
11.80
自引率
1.60%
发文量
365
审稿时长
3 months
期刊介绍: The journal publishes topics across the life sciences. As long as the core subject lies within the biological sciences, some issues may also include content crossing into other areas such as the physical sciences, social sciences, biophysics, policy, economics etc. Issues generally sit within four broad areas (although many issues sit across these areas): Organismal, environmental and evolutionary biology Neuroscience and cognition Cellular, molecular and developmental biology Health and disease.
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