Muehlberg Christoph, Fricke Christopher, Wegscheider Mirko, Wawrzyniak Max, Tzvi Elinor, Winkler Dirk, Classen Joseph, Rumpf Jost-Julian
Department of Neurology, University of Leipzig Medical Center, Leipzig 04103, Germany.
Syte Institute, Hamburg 20354, Germany.
Brain Commun. 2023 Mar 17;5(2):fcad070. doi: 10.1093/braincomms/fcad070. eCollection 2023.
Motor learning is defined as an improvement in performance through practice. The ability to learn new motor skills may be particularly challenged in patients with Parkinson's disease, in whom motor execution is impaired by the disease-defining motor symptoms such as bradykinesia. Subthalamic deep brain stimulation is an effective treatment in advanced Parkinson's disease, and its beneficial effects on Parkinsonian motor symptoms and motor execution have been widely demonstrated. Much less is known about whether deep brain stimulation directly interacts with motor learning independent of modulation of motor execution. We investigated motor sequence learning in 19 patients with Parkinson's disease treated with subthalamic deep brain stimulation and 19 age-matched controls. In a cross-over design, patients performed an initial motor sequence training session with active and inactive stimulation, respectively (experiments separated by ≥14 days). Performance was retested after 5 min and after a 6 h consolidation interval with active stimulation. Healthy controls performed a similar experiment once. We further investigated neural correlates underlying stimulation-related effects on motor learning by exploring the association of normative subthalamic deep brain stimulation functional connectivity profiles with stimulation-related differences in performance gains during training. Pausing deep brain stimulation during initial training resulted in the inhibition of performance gains that could have been indicative of learning at the behavioural level. Task performance improved significantly during training with active deep brain stimulation, but did not reach the level of learning dynamics of healthy controls. Importantly, task performance after the 6 h consolidation interval was similar across patients with Parkinson's disease independent of whether the initial training session had been performed with active or inactive deep brain stimulation. This indicates that early learning and subsequent consolidation were relatively intact despite severe impairments of motor execution during training with inactive deep brain stimulation. Normative connectivity analyses revealed plausible and significant connectivity of volumes of tissue activated by deep brain stimulation with several cortical areas. However, no specific connectivity profiles were associated with stimulation-dependent differences in learning during initial training. Our results show that motor learning in Parkinson's disease is independent of modulation of motor execution by subthalamic deep brain stimulation. This indicates an important role of the subthalamic nucleus in regulating general motor execution, whereas its role in motor learning appears negligible. Because longer-term outcomes were independent of performance gains during initial training, patients with Parkinson's disease may not need to wait for an optimal motor state to practice new motor skills.
运动学习被定义为通过练习提高表现。帕金森病患者学习新运动技能的能力可能会受到特别挑战,在这类患者中,诸如运动迟缓等疾病特征性运动症状会损害运动执行能力。丘脑底核深部脑刺激是晚期帕金森病的一种有效治疗方法,其对帕金森病运动症状和运动执行的有益作用已得到广泛证实。关于深部脑刺激是否独立于运动执行的调节而直接与运动学习相互作用,人们了解得要少得多。我们对19例接受丘脑底核深部脑刺激治疗的帕金森病患者和19例年龄匹配的对照组进行了运动序列学习研究。采用交叉设计,患者分别在激活和未激活刺激的情况下进行初始运动序列训练(实验间隔≥14天)。在5分钟后以及6小时巩固期后,在激活刺激的情况下对表现进行重新测试。健康对照组进行一次类似实验。我们通过探索规范的丘脑底核深部脑刺激功能连接图谱与训练期间表现增益的刺激相关差异之间的关联,进一步研究了刺激对运动学习相关影响的潜在神经相关性。在初始训练期间暂停深部脑刺激会导致表现增益受到抑制,这可能表明在行为层面存在学习。在激活深部脑刺激的训练期间,任务表现显著改善,但未达到健康对照组的学习动态水平。重要的是,帕金森病患者在6小时巩固期后的任务表现相似,无论初始训练是在激活还是未激活深部脑刺激的情况下进行。这表明尽管在未激活深部脑刺激的训练期间运动执行严重受损,但早期学习和随后的巩固相对完整。规范连接性分析显示,深部脑刺激激活的组织体积与几个皮质区域存在合理且显著的连接。然而,在初始训练期间,没有特定的连接图谱与学习中的刺激依赖性差异相关。我们的结果表明,帕金森病中的运动学习独立于丘脑底核深部脑刺激对运动执行的调节。这表明丘脑底核在调节一般运动执行中起重要作用,而其在运动学习中的作用似乎可以忽略不计。由于长期结果独立于初始训练期间的表现增益,帕金森病患者可能无需等待最佳运动状态来练习新的运动技能。