Department of Neurology, Philipps-University Marburg, Marburg, Germany.
Department of Neurology, Philipps-University Marburg, Marburg, Germany; Center of Mind, Brain and Behaviour, Philipps-University Marburg, Marburg, Germany.
Neuroimage Clin. 2024;42:103591. doi: 10.1016/j.nicl.2024.103591. Epub 2024 Mar 18.
A reduction in stride length is considered a key characteristic of gait kinematics in Parkinson's disease (PD) and has been identified as a predictor of falls. Although low-frequency stimulation (LFS) has been suggested as a method to improve gait characteristics, the underlying structural network is not well understood.
This study aims to investigate the structural correlates of changes in stride length during LFS (85 Hz).
Objective gait performance was retrospectively evaluated in 19 PD patients who underwent deep brain stimulation (DBS) at 85 Hz and 130 Hz. Individual DBS contacts and volumes of activated tissue (VAT) were computed using preoperative magnetic resonance imaging (MRI) and postoperative computed tomography (CT) scans. Structural connectivity profiles to predetermined cortical and mesencephalic areas were estimated using a normative connectome.
LFS led to a significant improvement in stride length compared to 130 Hz stimulation. The intersection between VAT and the associative subregion of the subthalamic nucleus (STN) was associated with an improvement in stride length and had structural connections to the supplementary motor area, prefrontal cortex, and pedunculopontine nucleus. Conversely, we found that a lack of improvement was linked to stimulation volumes connected to cortico-diencephalic fibers bypassing the STN dorsolaterally. The robustness of the connectivity model was verified through leave-one-patient-out, 5-, and 10-fold cross cross-validation paradigms.
These findings offer new insights into the structural connectivity that underlies gait changes following LFS. Targeting the non-motor subregion of the STN with LFS on an individual level may present a potential therapeutic approach for PD patients with gait disorders.
步长的缩短被认为是帕金森病(PD)步态运动学的一个关键特征,并且已经被确定为跌倒的预测因素。虽然低频刺激(LFS)已被提议作为改善步态特征的一种方法,但潜在的结构网络尚不清楚。
本研究旨在探讨 LFS(85 Hz)期间步长变化的结构相关性。
回顾性评估了 19 例在 85 Hz 和 130 Hz 下接受深部脑刺激(DBS)的 PD 患者的客观步态表现。使用术前磁共振成像(MRI)和术后计算机断层扫描(CT)计算个体 DBS 触点和激活组织体积(VAT)。使用规范连接组来估计到预定皮质和中脑区域的结构连接谱。
与 130 Hz 刺激相比,LFS 导致步长显著改善。VAT 与丘脑底核(STN)的联合亚区之间的交点与步长的改善相关,并且与运动前区、前额叶皮层和脑桥被盖核有结构连接。相反,我们发现缺乏改善与绕过 STN 背外侧的皮质脑纤维相连的刺激体积有关。通过患者外留一、5 倍和 10 倍交叉验证范例验证了连接模型的稳健性。
这些发现为 LFS 后步态变化的结构连接提供了新的见解。针对个体的 STN 非运动亚区进行 LFS 可能为步态障碍的 PD 患者提供一种潜在的治疗方法。