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慢性疼痛和疲劳中对惩罚的行为和神经敏感性增强。

Enhanced behavioural and neural sensitivity to punishments in chronic pain and fatigue.

作者信息

Mancini Flavia, Mahajan Pranav, Guttesen Anna Á V, Onysk Jakub, Scholtes Ingrid, Shenker Nicholas, Lee Michael, Seymour Ben

机构信息

Department of Engineering, Computational and Biological Learning Unit, University of Cambridge, Cambridge CB2 1PZ, UK.

Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging, FMRIB, University of Oxford, Oxford OX3 9DU, UK.

出版信息

Brain. 2025 Jun 3;148(6):2151-2162. doi: 10.1093/brain/awae408.

Abstract

Chronic pain and fatigue in musculoskeletal disease contribute significantly to disability, and recent studies suggest an association with reduced motivation and excessive fear avoidance. In this behavioural neuroimaging study, we aimed to identify the specific behavioural and neural changes associated with musculoskeletal pain and fatigue during reward and loss decision-making. Twenty-nine participants with chronic inflammatory arthritis and 28 healthy controls performed an instrumental learning task (four-armed bandit) during 3 T brain functional MRI. Computational analyses with reinforcement learning models were used to quantify the hidden variables involved in reward and loss decision-making, compare them across groups and, finally, relate them to brain activity. We found that participants with chronic pain had higher sensitivity to punishments and increased activity associated with the punishment prediction error in the right posterior insular cortex, putamen, pallidum and dorsolateral prefrontal cortex. Functional network connectivity analysis showed that insula centrality was correlated with subjective reports of fatigue and pain during the task. The findings of this exploratory study suggest that pain and fatigue in chronic pain relate to objective behavioural changes in loss decision-making, which can be mapped to a specific pattern of activity in brain circuits of motivation and decision-making. The proposed parametric signature, characterized most notably by increased punishment sensitivity, is distinct from patterns previously reported in psychiatric conditions and it aligns with predictions of the fear avoidance model of pain.

摘要

肌肉骨骼疾病中的慢性疼痛和疲劳是导致残疾的重要因素,最近的研究表明,这与动机降低和过度恐惧回避有关。在这项行为神经影像学研究中,我们旨在确定在奖惩决策过程中与肌肉骨骼疼痛和疲劳相关的特定行为和神经变化。29名患有慢性炎症性关节炎的参与者和28名健康对照者在3T脑功能磁共振成像期间执行了一项工具性学习任务(四臂赌博机任务)。使用强化学习模型进行计算分析,以量化奖惩决策中涉及的隐藏变量,在各组之间进行比较,并最终将它们与大脑活动联系起来。我们发现,患有慢性疼痛的参与者对惩罚更敏感,并且右侧后岛叶皮质、壳核、苍白球和背外侧前额叶皮质中与惩罚预测误差相关的活动增加。功能网络连接性分析表明,岛叶中心性与任务期间的疲劳和疼痛主观报告相关。这项探索性研究的结果表明,慢性疼痛中的疼痛和疲劳与损失决策中的客观行为变化有关,这些变化可以映射到动机和决策大脑回路中的特定活动模式。所提出的参数特征,最显著的特点是惩罚敏感性增加,与先前在精神疾病中报道的模式不同,并且与疼痛恐惧回避模型的预测一致。

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