Parkin Beth L, Daws Richard E, Das-Neves Ines, Violante Ines R, Soreq Eyal, Faisal A Aldo, Sandrone Stefano, Lao-Kaim Nicholas P, Martin-Bastida Antonio, Roussakis Andreas-Antonios, Piccini Paola, Hampshire Adam
Department of Psychology, School of Social Science, University of Westminster, 115 New Cavendish Street, London, W1W 6UW, UK.
The Cognitive, Computational and Clinical Neuroscience Laboratory, Department of Medicine, Imperial College London, London W120NN, UK.
Brain Commun. 2021 Aug 28;3(3):fcab175. doi: 10.1093/braincomms/fcab175. eCollection 2021.
The cognitive deficits associated with Parkinson's disease vary across individuals and change across time, with implications for prognosis and treatment. Key outstanding challenges are to define the distinct behavioural characteristics of this disorder and develop diagnostic paradigms that can assess these sensitively in individuals. In a previous study, we measured different aspects of attentional control in Parkinson's disease using an established fMRI switching paradigm. We observed no deficits for the aspects of attention the task was designed to examine; instead those with Parkinson's disease learnt the operational requirements of the task more slowly. We hypothesized that a subset of people with early-to-mid stage Parkinson's might be impaired when encoding rules for performing new tasks. Here, we directly test this hypothesis and investigate whether deficits in instruction-based learning represent a characteristic of Parkinson's Disease. Seventeen participants with Parkinson's disease (8 male; mean age: 61.2 years), 18 older adults (8 male; mean age: 61.3 years) and 20 younger adults (10 males; mean age: 26.7 years) undertook a simple instruction-based learning paradigm in the MRI scanner. They sorted sequences of coloured shapes according to binary discrimination rules that were updated at two-minute intervals. Unlike common reinforcement learning tasks, the rules were unambiguous, being explicitly presented; consequently, there was no requirement to monitor feedback or estimate contingencies. Despite its simplicity, a third of the Parkinson's group, but only one older adult, showed marked increases in errors, 4 SD greater than the worst performing young adult. The pattern of errors was consistent, reflecting a tendency to misbind discrimination rules. The misbinding behaviour was coupled with reduced frontal, parietal and anterior caudate activity when rules were being encoded, but not when attention was initially oriented to the instruction slides or when discrimination trials were performed. Concomitantly, Magnetic Resonance Spectroscopy showed reduced gamma-Aminobutyric acid levels within the mid-dorsolateral prefrontal cortices of individuals who made misbinding errors. These results demonstrate, for the first time, that a subset of early-to-mid stage people with Parkinson's show substantial deficits when binding new task rules in working memory. Given the ubiquity of instruction-based learning, these deficits are likely to impede daily living. They will also confound clinical assessment of other cognitive processes. Future work should determine the value of instruction-based learning as a sensitive early marker of cognitive decline and as a measure of responsiveness to therapy in Parkinson's disease.
帕金森病相关的认知缺陷因人而异,并随时间变化,这对预后和治疗具有重要意义。目前关键的突出挑战在于明确该疾病独特的行为特征,并开发能够在个体中对这些特征进行灵敏评估的诊断范式。在之前的一项研究中,我们使用一种成熟的功能磁共振成像(fMRI)转换范式,测量了帕金森病患者注意力控制的不同方面。我们发现,在该任务旨在检测的注意力方面,患者并无缺陷;相反,帕金森病患者学习该任务操作要求的速度较慢。我们推测,处于帕金森病早中期的一部分患者在对执行新任务的规则进行编码时可能存在障碍。在此,我们直接验证这一假设,并探究基于指令的学习缺陷是否为帕金森病的一个特征。17名帕金森病患者(8名男性;平均年龄:61.2岁)、18名老年人(8名男性;平均年龄:61.3岁)和20名年轻人(10名男性;平均年龄:26.7岁)在磁共振成像扫描仪中进行了一个简单的基于指令的学习范式实验。他们根据每隔两分钟更新一次的二元辨别规则对彩色形状序列进行分类。与常见的强化学习任务不同,这些规则清晰明确,是明确呈现的;因此,无需监测反馈或估计意外情况。尽管该任务简单,但帕金森病组中有三分之一的患者出现了明显的错误增加,比表现最差的年轻成年人的错误标准差高出4倍,而老年人中只有一人出现这种情况。错误模式具有一致性,反映出错误绑定辨别规则的倾向。当对规则进行编码时,错误绑定行为伴随着额叶、顶叶和尾状核前部活动的减少,但在最初将注意力导向指令幻灯片时或进行辨别试验时则没有这种情况。同时,磁共振波谱显示,出现错误绑定的个体背外侧前额叶中部皮质内的γ-氨基丁酸水平降低。这些结果首次表明,处于帕金森病早中期的一部分患者在工作记忆中绑定新任务规则时存在显著缺陷。鉴于基于指令的学习十分普遍,这些缺陷可能会妨碍日常生活。它们还会混淆对其他认知过程的临床评估。未来的研究应确定基于指令的学习作为帕金森病认知衰退的灵敏早期标志物以及治疗反应性指标的价值。