Ye Zheng, Hammer Anke, Münte Thomas F
1 Department of Neurology, University of Lübeck , Lübeck, Germany .
2 CAS Key Laboratory of Mental Health, CAS Center for Excellence in Brain Science and Intelligence Technology, Institute of Psychology , Chinese Academy of Sciences, Beijing, China .
Brain Connect. 2017 May;7(4):258-263. doi: 10.1089/brain.2017.0484.
Pramipexole is widely prescribed to treat Parkinson's disease but has been reported to cause impulse control disorders such as pathological gambling. Recent neurocomputational models suggested that D2 agonists may distort functional connections between the striatum and the motor cortex, resulting in impaired reinforcement learning and pathological gambling. To examine how D2 agonists modulate the striatal-motor connectivity, we carried out a pharmacological resting-state functional magnetic resonance imaging study with a double-blind randomized within-subject crossover design. We analyzed the medication-induced changes of network connectivity and topology with two approaches, an independent component analysis (ICA) and a graph theoretical analysis (GTA). The ICA identified the sensorimotor network (SMN) as well as other classical resting-state networks. Within the SMN, the connectivity between the right caudate nucleus and other cortical regions was weaker under pramipexole than under placebo. The GTA measured the topological properties of the whole-brain network at global and regional levels. Both the whole-brain network under placebo and that under pramipexole were identified as small-world networks. The two whole-brain networks were similar in global efficiency, clustering coefficient, small-world index, and modularity. However, the degree of the right caudate nucleus decreased under pramipexole mainly due to the loss of the connectivity with the supplementary motor area, paracentral lobule, and precentral and postcentral gyrus of the SMN. The two network analyses consistently revealed that pramipexole weakened the functional connectivity between the caudate nucleus and the SMN regions.
普拉克索被广泛用于治疗帕金森病,但据报道会导致冲动控制障碍,如病理性赌博。最近的神经计算模型表明,D2激动剂可能会扭曲纹状体与运动皮层之间的功能连接,导致强化学习受损和病理性赌博。为了研究D2激动剂如何调节纹状体-运动连接,我们采用双盲随机受试者内交叉设计进行了一项药理学静息态功能磁共振成像研究。我们用两种方法分析了药物引起的网络连接和拓扑结构变化,即独立成分分析(ICA)和图论分析(GTA)。ICA识别出感觉运动网络(SMN)以及其他经典的静息态网络。在SMN内,与安慰剂相比,服用普拉克索时右侧尾状核与其他皮质区域之间的连接较弱。GTA在全局和区域水平上测量了全脑网络的拓扑性质。安慰剂组和普拉克索组的全脑网络均被识别为小世界网络。这两个全脑网络在全局效率、聚类系数、小世界指数和模块化方面相似。然而,服用普拉克索时右侧尾状核的度数降低,主要是由于与SMN的辅助运动区、中央旁小叶以及中央前回和中央后回的连接丧失。这两种网络分析一致表明,普拉克索削弱了尾状核与SMN区域之间的功能连接。