Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen 6525 GD, The Netherlands.
Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam 1081 BT, The Netherlands.
eNeuro. 2024 Jun 21;11(6). doi: 10.1523/ENEURO.0108-24.2024. Print 2024 Jun.
Alzheimer's disease (AD) is characterized by an initial decline in declarative memory, while nondeclarative memory processing remains relatively intact. Error-based motor adaptation is traditionally seen as a form of nondeclarative memory, but recent findings suggest that it involves both fast, declarative, and slow, nondeclarative adaptive processes. If the declarative memory system shares resources with the fast process in motor adaptation, it can be hypothesized that the fast, but not the slow, process is disturbed in AD patients. To test this, we studied 20 early-stage AD patients and 21 age-matched controls of both sexes using a reach adaptation paradigm that relies on spontaneous recovery after sequential exposure to opposing force fields. Adaptation was measured using error clamps and expressed as an adaptation index (AI). Although patients with AD showed slightly lower adaptation to the force field than the controls, both groups demonstrated effects of spontaneous recovery. The time course of the AI was fitted by a hierarchical Bayesian two-state model in which each dynamic state is characterized by a retention and learning rate. Compared to controls, the retention rate of the fast process was the only parameter that was significantly different (lower) in the AD patients, confirming that the memory of the declarative, fast process is disturbed by AD. The slow adaptive process was virtually unaffected. Since the slow process learns only weakly from an error, our results provide neurocomputational evidence for the clinical practice of errorless learning of everyday tasks in people with dementia.
阿尔茨海默病(AD)的特征是最初陈述性记忆下降,而非陈述性记忆处理相对完整。基于错误的运动适应传统上被视为一种非陈述性记忆形式,但最近的发现表明,它涉及快速、陈述性和缓慢、非陈述性的适应过程。如果陈述性记忆系统与运动适应中的快速过程共享资源,那么可以假设在 AD 患者中,快速但不是缓慢的过程受到干扰。为了验证这一点,我们使用依赖于连续暴露于相反力场后的自发恢复的到达适应范式研究了 20 名早期 AD 患者和 21 名年龄匹配的男女对照者。适应通过误差钳夹进行测量,并表示为适应指数(AI)。尽管 AD 患者的适应力场略低于对照组,但两组均表现出自发恢复的效果。AI 的时间过程通过分层贝叶斯双状态模型进行拟合,其中每个动态状态由保留和学习率来描述。与对照组相比,快速过程的保留率是 AD 患者中唯一显著不同(较低)的参数,证实了 AD 破坏了陈述性、快速过程的记忆。缓慢的适应过程几乎没有受到影响。由于缓慢的过程仅从错误中弱学习,因此我们的结果为痴呆患者日常任务无错误学习的临床实践提供了神经计算证据。