D'Cruz Nicholas, Vervoort Griet, Chalavi Sima, Dijkstra Bauke W, Gilat Moran, Nieuwboer Alice
KU Leuven, Department of Rehabilitation Sciences, Neurorehabilitation Research Group, B-3000, Leuven, Belgium.
KU Leuven, Department of Movement Sciences, Movement Control & Neuroplasticity Research Group, B-3000, Leuven, Belgium.
NPJ Parkinsons Dis. 2021 Mar 2;7(1):20. doi: 10.1038/s41531-021-00163-0.
The onset of freezing of gait (FOG) in Parkinson's disease (PD) is a critical milestone, marked by a higher risk of falls and reduced quality of life. FOG is associated with alterations in subcortical neural circuits, yet no study has assessed whether subcortical morphology can predict the onset of clinical FOG. In this prospective multimodal neuroimaging cohort study, we performed vertex-based analysis of grey matter morphology in fifty-seven individuals with PD at study entry and two years later. We also explored the behavioral correlates and resting-state functional connectivity related to these local volume differences. At study entry, we found that freezers (N = 12) and persons who developed FOG during the course of the study (converters) (N = 9) showed local inflations in bilateral thalamus in contrast to persons who did not (non-converters) (N = 36). Longitudinally, converters (N = 7) also showed local inflation in the left thalamus, as compared to non-converters (N = 36). A model including sex, daily levodopa equivalent dose, and local thalamic inflation predicted conversion with good accuracy (AUC: 0.87, sensitivity: 88.9%, specificity: 77.8%). Exploratory analyses showed that local thalamic inflations were associated with larger medial thalamic sub-nuclei volumes and better cognitive performance. Resting-state analyses further revealed that converters had stronger thalamo-cortical coupling with limbic and cognitive regions pre-conversion, with a marked reduction in coupling over the two years. Finally, validation using the PPMI cohort suggested FOG-specific non-linear evolution of thalamic local volume. These findings provide markers of, and deeper insights into conversion to FOG, which may foster earlier intervention and better mobility for persons with PD.
帕金森病(PD)中冻结步态(FOG)的出现是一个关键的里程碑,其特征是跌倒风险增加和生活质量下降。FOG与皮质下神经回路的改变有关,但尚无研究评估皮质下形态是否能预测临床FOG的出现。在这项前瞻性多模态神经影像学队列研究中,我们对57名入组时及两年后的帕金森病患者进行了基于顶点的灰质形态分析。我们还探讨了与这些局部体积差异相关的行为相关性和静息态功能连接。在入组时,我们发现冻结步态者(N = 12)和在研究过程中出现FOG的患者(转化者)(N = 9)与未出现FOG的患者(非转化者)(N = 36)相比,双侧丘脑出现局部增大。纵向来看,与非转化者(N = 36)相比,转化者(N = 7)的左侧丘脑也出现局部增大。一个包括性别、每日左旋多巴等效剂量和局部丘脑增大的模型能够较好地预测转化情况(曲线下面积:0.87,敏感性:88.9%,特异性:77.8%)。探索性分析表明,局部丘脑增大与内侧丘脑亚核体积增大及更好的认知表现相关。静息态分析进一步显示,转化者在转化前与边缘和认知区域的丘脑 - 皮质耦合更强,在两年内耦合明显减少。最后,使用PPMI队列进行的验证表明丘脑局部体积存在FOG特异性的非线性演变。这些发现为向FOG的转化提供了标志物,并提供了更深入的见解,这可能有助于对帕金森病患者进行更早的干预并改善其行动能力。