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Brain·· 2026-03-13AI 评分58

Brain 论文:以预测编码的精度动态重新解释功能性神经障碍

Precision dynamics of predictive coding in functional neurological disorder

AI 导读

依据摘要,一篇发表于 Brain 的论文将功能性神经障碍(FND)重新表述为预测编码框架下的精度控制障碍。作者把大脑对自身预测的置信度(精度)建模为可随唤醒升高、回落至基线并在较长时间内缓慢重校准的动态量,并置于情感、内感受、本体感觉、脊髓四级层级中,用以解释唤醒如何让无益预期暂时占优、抑制纠正性反馈,从而产生运动、感觉、认知或内脏症状,以及分心、联动和让位性无力等阳性体征。

摘要

Functional neurological disorder (FND) presents disabling symptoms that fluctuate, migrate across systems and yet routinely show preserved structural integrity—features that can frustrate diagnosis and patient education. Crucially, these symptoms are genuine and reflect altered brain regulation across multiple systems rather than tissue damage or conscious control. This paper offers a clinically usable account of these puzzles by reframing FND as a disorder of precision control within predictive coding. The brain’s confidence (precision) in its own predictions is modelled as a dynamic quantity that can surge with arousal, settle back towards baseline and slowly recalibrate over longer periods. Placing this mechanism in a four-level hierarchy (affective, interoceptive, proprioceptive, spinal) shows how arousal can temporarily make an unhelpful expectation dominate, suppress corrective feedback, and produce motor, sensory, cognitive or visceral symptoms—often in combination. The same dynamics explain rule-in positive signs such as distractibility, entrainment and give-way weakness, and clarify the lived experience of reduced agency without implying wilfulness or malingering.For clinicians, the framework provides an intuitive way to explain symptoms to patients (‘a temporary gain miscalibration that overweights predictions and underweights sensory feedback’), and to justify why physiotherapy (amplifying proprioceptive feedback), psychotherapy (reducing arousal) and mindfulness or biofeedback (raising the effective threshold for arousal-driven ‘gain spikes’) can all help by recalibrating that weighting. The framework also yields concrete, falsifiable tests, linking bedside observation to measurable biomarkers and offering ways to refine it further. By centring dynamic precision, the account unifies diagnosis, communication and treatment planning, and provides a mechanistic foundation for precision-guided care in FND.

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来源:Brain · academic.oup.com