Rae Charlotte L, Nombela Cristina, Rodríguez Patricia Vázquez, Ye Zheng, Hughes Laura E, Jones P Simon, Ham Timothy, Rittman Timothy, Coyle-Gilchrist Ian, Regenthal Ralf, Sahakian Barbara J, Barker Roger A, Robbins Trevor W, Rowe James B
1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK 2 Medical Research Council Cognition and Brain Sciences Unit, Cambridge, CB2 7EF, UK.
1 Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, UK.
Brain. 2016 Aug;139(Pt 8):2235-48. doi: 10.1093/brain/aww138. Epub 2016 Jun 24.
Parkinson's disease impairs the inhibition of responses, and whilst impulsivity is mild for some patients, severe impulse control disorders affect ∼10% of cases. Based on preclinical models we proposed that noradrenergic denervation contributes to the impairment of response inhibition, via changes in the prefrontal cortex and its subcortical connections. Previous work in Parkinson's disease found that the selective noradrenaline reuptake inhibitor atomoxetine could improve response inhibition, gambling decisions and reflection impulsivity. Here we tested the hypotheses that atomoxetine can restore functional brain networks for response inhibition in Parkinson's disease, and that both structural and functional connectivity determine the behavioural effect. In a randomized, double-blind placebo-controlled crossover study, 19 patients with mild-to-moderate idiopathic Parkinson's disease underwent functional magnetic resonance imaging during a stop-signal task, while on their usual dopaminergic therapy. Patients received 40 mg atomoxetine or placebo, orally. This regimen anticipates that noradrenergic therapies for behavioural symptoms would be adjunctive to, not a replacement for, dopaminergic therapy. Twenty matched control participants provided normative data. Arterial spin labelling identified no significant changes in regional perfusion. We assessed functional interactions between key frontal and subcortical brain areas for response inhibition, by comparing 20 dynamic causal models of the response inhibition network, inverted to the functional magnetic resonance imaging data and compared using random effects model selection. We found that the normal interaction between pre-supplementary motor cortex and the inferior frontal gyrus was absent in Parkinson's disease patients on placebo (despite dopaminergic therapy), but this connection was restored by atomoxetine. The behavioural change in response inhibition (improvement indicated by reduced stop-signal reaction time) following atomoxetine correlated with structural connectivity as measured by the fractional anisotropy in the white matter underlying the inferior frontal gyrus. Using multiple regression models, we examined the factors that influenced the individual differences in the response to atomoxetine: the reduction in stop-signal reaction time correlated with structural connectivity and baseline performance, while disease severity and drug plasma level predicted the change in fronto-striatal effective connectivity following atomoxetine. These results suggest that (i) atomoxetine increases sensitivity of the inferior frontal gyrus to afferent inputs from the pre-supplementary motor cortex; (ii) atomoxetine can enhance downstream modulation of frontal-subcortical connections for response inhibition; and (iii) the behavioural consequences of treatment are dependent on fronto-striatal structural connections. The individual differences in behavioural responses to atomoxetine highlight the need for patient stratification in future clinical trials of noradrenergic therapies for Parkinson's disease.
帕金森病会损害对反应的抑制能力,虽然对一些患者来说冲动性较为轻微,但严重的冲动控制障碍影响了约10%的病例。基于临床前模型,我们提出去甲肾上腺素能神经支配的缺失通过前额叶皮质及其皮质下连接的变化导致反应抑制受损。先前针对帕金森病的研究发现,选择性去甲肾上腺素再摄取抑制剂托莫西汀可以改善反应抑制、赌博决策和反射性冲动。在此,我们检验了以下假设:托莫西汀可以恢复帕金森病患者中用于反应抑制的功能性脑网络,并且结构和功能连接性都决定了行为效应。在一项随机、双盲、安慰剂对照的交叉研究中,19名轻度至中度特发性帕金森病患者在进行停止信号任务时接受了功能磁共振成像检查,同时维持其常规的多巴胺能治疗。患者口服40毫克托莫西汀或安慰剂。该方案预期用于行为症状的去甲肾上腺素能疗法将作为多巴胺能疗法的辅助手段,而非替代疗法。20名匹配的对照参与者提供了规范性数据。动脉自旋标记未发现区域灌注有显著变化。我们通过比较20个反应抑制网络的动态因果模型来评估关键额叶和皮质下脑区之间对反应抑制的功能相互作用,这些模型被反转以匹配功能磁共振成像数据,并使用随机效应模型选择进行比较。我们发现,服用安慰剂的帕金森病患者(尽管接受了多巴胺能治疗)中,辅助运动前皮质和额下回之间的正常相互作用缺失,但托莫西汀可恢复这种连接。托莫西汀治疗后反应抑制的行为变化(以停止信号反应时间缩短表示改善)与额下回下方白质的分数各向异性所测量的结构连接性相关。使用多元回归模型,我们研究了影响对托莫西汀反应个体差异的因素:停止信号反应时间的缩短与结构连接性和基线表现相关,而疾病严重程度和药物血浆水平预测了托莫西汀治疗后额纹状体有效连接性的变化。这些结果表明:(i)托莫西汀增加了额下回对来自辅助运动前皮质传入输入的敏感性;(ii)托莫西汀可以增强额叶 - 皮质下连接对反应抑制的下游调节;(iii)治疗的行为后果取决于额纹状体结构连接。对托莫西汀行为反应的个体差异凸显了在未来帕金森病去甲肾上腺素能疗法临床试验中进行患者分层的必要性。