van Hartevelt Tim J, Cabral Joana, Deco Gustavo, Møller Arne, Green Alexander L, Aziz Tipu Z, Kringelbach Morten L
Center of Functionally Integrative Neuroscience (CFIN), Aarhus University, Aarhus, Denmark ; Department of Psychiatry, University of Oxford, Oxford, United Kingdom.
Department of Psychiatry, University of Oxford, Oxford, United Kingdom ; Center of Brain and Cognition, Theoretical and Computational Neuroscience Group, Universitat Pompeu Fabra, Barcelona, Spain.
PLoS One. 2014 Jan 22;9(1):e86496. doi: 10.1371/journal.pone.0086496. eCollection 2014.
Positive clinical outcomes are now well established for deep brain stimulation, but little is known about the effects of long-term deep brain stimulation on brain structural and functional connectivity. Here, we used the rare opportunity to acquire pre- and postoperative diffusion tensor imaging in a patient undergoing deep brain stimulation in bilateral subthalamic nuclei for Parkinson's Disease. This allowed us to analyse the differences in structural connectivity before and after deep brain stimulation. Further, a computational model of spontaneous brain activity was used to estimate the changes in functional connectivity arising from the specific changes in structural connectivity.
We found significant localised structural changes as a result of long-term deep brain stimulation. These changes were found in sensory-motor, prefrontal/limbic, and olfactory brain regions which are known to be affected in Parkinson's Disease. The nature of these changes was an increase of nodal efficiency in most areas and a decrease of nodal efficiency in the precentral sensory-motor area. Importantly, the computational model clearly shows the impact of deep brain stimulation-induced structural alterations on functional brain changes, which is to shift the neural dynamics back towards a healthy regime. The results demonstrate that deep brain stimulation in Parkinson's Disease leads to a topological reorganisation towards healthy bifurcation of the functional networks measured in controls, which suggests a potential neural mechanism for the alleviation of symptoms.
The findings suggest that long-term deep brain stimulation has not only restorative effects on the structural connectivity, but also affects the functional connectivity at a global level. Overall, our results support causal changes in human neural plasticity after long-term deep brain stimulation and may help to identify the underlying mechanisms of deep brain stimulation.
深部脑刺激的积极临床结果现已得到充分证实,但关于长期深部脑刺激对脑结构和功能连接的影响却知之甚少。在此,我们利用这一难得的机会,对一名因帕金森病接受双侧丘脑底核深部脑刺激的患者进行术前和术后弥散张量成像。这使我们能够分析深部脑刺激前后结构连接的差异。此外,我们还使用了一个自发脑活动的计算模型,来估计由结构连接的特定变化所引起的功能连接的变化。
我们发现长期深部脑刺激导致了显著的局部结构变化。这些变化出现在感觉运动、前额叶/边缘叶和嗅觉脑区,这些脑区在帕金森病中已知会受到影响。这些变化的性质是大多数区域的节点效率增加,而中央前回感觉运动区的节点效率降低。重要的是,计算模型清楚地显示了深部脑刺激引起的结构改变对脑功能变化的影响,即把神经动力学转变回健康状态。结果表明,帕金森病中的深部脑刺激导致了功能网络向健康的分叉拓扑重组,这提示了症状缓解的潜在神经机制。
研究结果表明,长期深部脑刺激不仅对结构连接有恢复作用,而且在整体水平上影响功能连接。总体而言,我们的结果支持长期深部脑刺激后人类神经可塑性的因果变化,并可能有助于确定深部脑刺激的潜在机制。