识别慢性疼痛的实时fMRI神经反馈的脑目标:来自功能神经外科的见解。

Psychoradiology Pub Date : 2024-11-21 eCollection Date: 2024-01-01 DOI:10.1093/psyrad/kkae026
Dan Liu, Yiqi Mi, Menghan Li, Anna Nigri, Marina Grisoli, Keith M Kendrick, Benjamin Becker, Stefania Ferraro
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引用次数: 0

摘要

背景:缺乏明确定义的神经调节靶点导致基于实时功能磁共振成像的神经反馈(rt-fMRI-NF)治疗慢性疼痛的结果不一致。功能性神经外科(funcSurg)方法在减轻严重慢性疼痛患者的疼痛方面显示出更一致的效果。目的:本研究旨在通过功能性外科研究重新定义慢性疼痛管理的rt-fMRI-NF靶标。方法:基于独立的系统评价,我们确定了rt-fMRI-NF(急性和慢性疼痛)和funcSurg(慢性疼痛)研究的神经调节靶点。然后,我们使用来自人类连接组项目的7 T静息状态fMRI数据集的子样本来表征潜在的功能网络。使用主成分分析(PCA)在获得的功能图谱中识别主导模式(占累积解释方差bbbb80 %),并使用零图方法计算这些PCA图谱与典型内在脑网络(默认、显著和感觉运动)之间的重叠。结果:在rt-fMRI-NF和funcSurg入路中使用的解剖靶点在很大程度上是不同的,中扣带皮层是一个共同的靶点。在研究的规范rs-fMRI网络中,这些方法显示出不同和重叠的功能连接模式。具体来说,rt-fMRI-NF方法主要针对默认模式网络(P值范围为0.001-0.002)和显著性网络(P = 0.002),而funcSurg方法主要针对显著性网络(P = 0.001)和感觉运动网络(P值范围为0.001-0.023)。结论:突出和感觉运动网络的关键枢纽可能是rt-fMRI-NF治疗慢性疼痛的有希望的靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identifying brain targets for real-time fMRI neurofeedback in chronic pain: insights from functional neurosurgery.

Background: The lack of clearly defined neuromodulation targets has contributed to the inconsistent results of real-time fMRI-based neurofeedback (rt-fMRI-NF) for the treatment of chronic pain. Functional neurosurgery (funcSurg) approaches have shown more consistent effects in reducing pain in patients with severe chronic pain.

Objective: This study aims to redefine rt-fMRI-NF targets for chronic pain management informed by funcSurg studies.

Methods: Based on independent systematic reviews, we identified the neuromodulation targets of the rt-fMRI-NF (in acute and chronic pain) and funcSurg (in chronic pain) studies. We then characterized the underlying functional networks using a subsample of the 7 T resting-state fMRI dataset from the Human Connectome Project. Principal component analyses (PCA) were used to identify dominant patterns (accounting for a cumulative explained variance >80%) within the obtained functional maps, and the overlap between these PCA maps and canonical intrinsic brain networks (default, salience, and sensorimotor) was calculated using a null map approach.

Results: The anatomical targets used in rt-fMRI-NF and funcSurg approaches are largely distinct, with the middle cingulate cortex as a common target. Within the investigated canonical rs-fMRI networks, these approaches exhibit both divergent and overlapping functional connectivity patterns. Specifically, rt-fMRI-NF approaches primarily target the default mode network (P value range 0.001-0.002) and the salience network (P = 0.002), whereas funcSurg approaches predominantly target the salience network (P = 0.001) and the sensorimotor network (P value range 0.001-0.023).

Conclusion: Key hubs of the salience and sensorimotor networks may represent promising targets for the therapeutic application of rt-fMRI-NF in chronic pain.

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