Caligiore Daniele, Montedori Francesco, Buscaglione Silvia, Capirchio Adriano
Computational and Translational Neuroscience Laboratory, Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy.
Neurophysiology and Neuroengineering of Human-Technology Interaction Research Unit (NeXT), Campus Bio-Medico University, Rome, Italy.
Front Syst Neurosci. 2021 Jul 20;15:682990. doi: 10.3389/fnsys.2021.682990. eCollection 2021.
While current dopamine-based drugs seem to be effective for most Parkinson's disease (PD) motor dysfunctions, they produce variable responsiveness for resting tremor. This lack of consistency could be explained by considering recent evidence suggesting that PD resting tremor can be divided into different partially overlapping phenotypes based on the dopamine response. These phenotypes may be associated with different pathophysiological mechanisms produced by a cortical-subcortical network involving even non-dopaminergic areas traditionally not directly related to PD. In this study, we propose a bio-constrained computational model to study the neural mechanisms underlying a possible type of PD tremor: the one mainly involving the serotoninergic system. The simulations run with the model demonstrate that a physiological serotonin increase can partially recover dopamine levels at the early stages of the disease before the manifestation of overt tremor. This result suggests that monitoring serotonin concentration changes could be critical for early diagnosis. The simulations also show the effectiveness of a new pharmacological treatment for tremor that acts on serotonin to recover dopamine levels. This latter result has been validated by reproducing existing data collected with human patients.
虽然目前基于多巴胺的药物似乎对大多数帕金森病(PD)运动功能障碍有效,但它们对静止性震颤的反应却各不相同。考虑到最近的证据表明,PD静止性震颤可根据多巴胺反应分为不同的部分重叠表型,这种缺乏一致性的情况或许可以得到解释。这些表型可能与由皮质-皮质下网络产生的不同病理生理机制相关,该网络甚至涉及传统上与PD无直接关联的非多巴胺能区域。在本研究中,我们提出了一个生物约束计算模型,以研究一种可能的PD震颤类型的神经机制:主要涉及5-羟色胺能系统的震颤。用该模型进行的模拟表明,在明显震颤出现之前的疾病早期,生理性5-羟色胺增加可部分恢复多巴胺水平。这一结果表明,监测5-羟色胺浓度变化可能对早期诊断至关重要。模拟还显示了一种作用于5-羟色胺以恢复多巴胺水平的新型震颤药物治疗的有效性。后一结果已通过重现从人类患者收集的现有数据得到验证。