Joshua K Wong, Andreas Horn, Erik H Middlebrooks, Matthew R Burns, Michael S Okun
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Abstract
Background: Stimulation-induced dyskinesias (SID) from deep brain stimulation (DBS) of the subthalamic nucleus (STN) and globus pallidus internus (GPi) are uncommon; however, they are increasingly recognized. Once considered transient and indicative of effective neuromodulation, SID are now seen as potential therapy-limiting side effects, akin to internal capsule activation. The mechanism and anatomical basis for SID remain poorly understood.
Methods: We conducted a retrospective study of individuals with Parkinson's disease with STN or GPi DBS who experienced SID in the dopaminergic medication OFF state during the monopolar review 1-month post-implantation.
Results: We analyzed 137 monopolar stimulation observations (105 GPi, 32 STN). In the GPi cohort, discriminative fiber tract analysis showed a strong association between SID and the modulation of subthalamo-pallidal fibers. This correlation was confirmed using leave-one-out and five-fold cross-validation. We further validated this model by predicting SID in independent STN and GPi cohorts, with the GPi-based model accounting for significant variance in SID occurrence in both cohorts.
Conclusions: SID from STN or GPi DBS likely shares a common pathway via subthalamo-pallidal connectivity. DBS modulation of these fibers correlates with SID, as confirmed by multiple cross-validation methods. These findings suggest that the fibers are part of a more extensive and yet-to-be-fully-characterized dyskinesia network. © 2025 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
脑深部刺激诱发运动障碍的趋同通路。
背景:颅底核(STN)和内苍白球(GPi)的深部脑刺激(DBS)引起的刺激诱发的运动障碍(SID)并不常见;然而,人们越来越认识到它们。SID曾经被认为是短暂的,表明有效的神经调节,现在被视为潜在的治疗限制性副作用,类似于内部胶囊激活。目前对SID的发病机制和解剖学基础仍知之甚少。方法:我们对患有STN或GPi DBS的帕金森病患者进行了回顾性研究,这些患者在植入后1个月的单极回顾中在多巴胺能药物OFF状态下经历了SID。结果:我们分析了137次单极刺激观测(105 GPi, 32 STN)。在GPi队列中,判别纤维束分析显示SID与丘脑下-苍白质纤维的调节之间存在很强的关联。使用留一和五倍交叉验证证实了这种相关性。我们通过在独立的STN和GPi队列中预测SID进一步验证了该模型,基于GPi的模型解释了两个队列中SID发生的显著差异。结论:STN或GPi DBS的SID可能通过丘脑下-苍白质连通性共享共同途径。这些光纤的DBS调制与SID相关,已被多个交叉验证方法证实。这些发现表明,这些纤维是一个更广泛的、尚未完全表征的运动障碍网络的一部分。©2025作者。Wiley期刊有限责任公司代表国际帕金森和运动障碍学会出版的《运动障碍》。
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