Moss Rehabilitation Research Institute, Elkins Park, PA, USA.
Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Brain. 2019 Mar 1;142(3):662-673. doi: 10.1093/brain/awy334.
Systematic perturbations in motor adaptation tasks are primarily countered by learning from sensory-prediction errors, with secondary contributions from other learning processes. Despite the availability of these additional processes, particularly the use of explicit re-aiming to counteract observed target errors, patients with cerebellar degeneration are surprisingly unable to compensate for their sensory-prediction error deficits by spontaneously switching to another learning mechanism. We hypothesized that if the nature of the task was changed-by allowing vision of the hand, which eliminates sensory-prediction errors-patients could be induced to preferentially adopt aiming strategies to solve visuomotor rotations. To test this, we first developed a novel visuomotor rotation paradigm that provides participants with vision of their hand in addition to the cursor, effectively setting the sensory-prediction error signal to zero. We demonstrated in younger healthy control subjects that this promotes a switch to strategic re-aiming based on target errors. We then showed that with vision of the hand, patients with cerebellar degeneration could also switch to an aiming strategy in response to visuomotor rotations, performing similarly to age-matched participants (older controls). Moreover, patients could retrieve their learned aiming solution after vision of the hand was removed (although they could not improve beyond what they retrieved), and retain it for at least 1 year. Both patients and older controls, however, exhibited impaired overall adaptation performance compared to younger healthy controls (age 18-33 years), likely due to age-related reductions in spatial and working memory. Patients also failed to generalize, i.e. they were unable to adopt analogous aiming strategies in response to novel rotations. Hence, there appears to be an inescapable obligatory dependence on sensory-prediction error-based learning-even when this system is impaired in patients with cerebellar disease. The persistence of sensory-prediction error-based learning effectively suppresses a switch to target error-based learning, which perhaps explains the unexpectedly poor performance by patients with cerebellar degeneration in visuomotor adaptation tasks.
在运动适应任务中,系统性的干扰主要通过感知预测误差的学习来对抗,而次要贡献则来自其他学习过程。尽管存在这些额外的过程,特别是使用明确的重新瞄准来对抗观察到的目标误差,但小脑退化的患者令人惊讶地无法通过自发切换到另一种学习机制来补偿其感知预测误差缺陷。我们假设,如果任务的性质发生变化——允许看到手,从而消除感知预测误差——患者可以被诱导优先采用瞄准策略来解决视动旋转问题。为了验证这一点,我们首先开发了一种新的视动旋转范式,该范式除了光标外还为参与者提供了对手的视觉感知,从而有效地将感知预测误差信号设置为零。我们在年轻的健康对照组中证明,这促进了基于目标误差的策略性重新瞄准的转变。然后,我们表明,在手的视觉下,小脑退化的患者也可以切换到瞄准策略来应对视动旋转,表现与年龄匹配的参与者(老年对照组)相似。此外,在手的视觉消失后,患者可以检索到他们所学的瞄准解决方案(尽管他们无法在检索到的基础上进一步改善),并至少保留 1 年。然而,与年轻的健康对照组(年龄 18-33 岁)相比,患者和老年对照组的整体适应性能都较差,这可能是由于年龄相关的空间和工作记忆减少所致。患者也无法推广,即他们无法针对新的旋转采用类似的瞄准策略。因此,即使在小脑疾病患者的感知预测误差学习系统受损的情况下,似乎也存在对基于感知预测误差学习的不可避免的强制性依赖。基于感知预测误差学习的持续存在有效地抑制了基于目标误差学习的转变,这也许可以解释小脑退化患者在视动适应任务中表现出的意外不佳表现。