Department of Psychology, McGill University , Montreal, Quebec, Canada.
Department of Psychology, UCLA , Los Angeles, CA 90095, USA.
Philos Trans R Soc Lond B Biol Sci. 2024 Dec 2;379(1915):20230082. doi: 10.1098/rstb.2023.0082. Epub 2024 Oct 21.
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 ( = 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 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'.
疼痛是一种复杂的情绪体验,仍然难以控制。先前的功能磁共振成像 (fMRI) 研究将疼痛与大脑活动的分布式模式(即大脑解码器)相关联,但仍不清楚这些观察结果是否反映了因果机制。为了解决这个问题,我们设计了一种新的神经反馈方法,使用 fMRI 数据的实时解码来测试调节与疼痛相关的多体素 fMRI 模式是否会导致主观疼痛体验的变化。我们首先表明,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分。接下来,我们在一项双盲解码 fMRI 神经反馈实验中对参与者(n=16)进行训练,以上调或下调 SIIPS。我们的结果表明,参与者可以独立于 NPS 表达学习下调 SIIPS 的表达。重要的是,这种神经反馈训练的成功与干预后疼痛刺激的感知强度有关。总之,这些结果表明,使用 fMRI 疼痛解码器可以有效地进行闭环脑成像,为解码神经反馈的临床和基础科学应用开辟了新的应用领域。本文是主题为“神经反馈:内源性神经调节的新领域和神经认知机制”的一部分。