Wellcome Centre for Human Neuroimaging, University College London, London, United Kingdom.
Max Planck-UCL Centre for Computational Psychiatry and Ageing Research, London, United Kingdom.
PLoS One. 2018 Aug 2;13(8):e0201451. doi: 10.1371/journal.pone.0201451. eCollection 2018.
Reduced motivation is an important symptom of major depression, thought to impair recovery by reducing opportunities for rewarding experiences. We characterized motivation for monetary outcomes in depressed outpatients (N = 39, 22 female) and controls (N = 22, 11 female) in terms of their effectiveness in seeking rewards and avoiding losses. We assessed motivational function during learning of associations between stimuli and actions, as well as when learning was complete. We compared the activity within neural circuits underpinning these behaviors between depressed patients and controls.
We used a Go/No-Go task that assessed subjects' abilities in learning to emit or withhold actions to obtain monetary rewards or avoid losses. We derived motivation-relevant parameters of behavior (learning rate, Pavlovian bias, and motivational influence of gains and losses). After learning, participants performed the task during functional magnetic resonance imaging (fMRI). We compared neural activation during anticipation of action emission vs. action inhibition, and for actions performed to obtain rewards compared to actions that avoid losses.
Depressed patients showed a similar Pavlovian bias to controls and were equivalent in terms of withholding action to gain rewards and emitting action to avoid losses, behaviors that conflict with well-described Pavlovian tendencies to approach rewards and avoid losses. Patients were not impaired in overall performance or learning and showed no abnormal neural responses, for example in bilateral midbrain or striatum. We conclude that basic mechanisms subserving motivated learning are thus intact in moderate depression.
Therapeutically, the intact mechanisms identified here suggest that learning-based interventions may be particularly effective in encouraging recovery. Etiologically, our results suggest that the severe motivational deficits clinically observed in depression are likely to have complex origins, possibly related to an impairment in the representation of future states necessary for long-term planning.
动机降低是重性抑郁的一个重要症状,据认为它会通过减少获得奖励的机会来阻碍康复。我们根据抑郁门诊患者(N=39,22 名女性)和对照组(N=22,11 名女性)获得金钱奖励和避免损失的有效性,描述了他们对金钱结果的动机。我们评估了在学习刺激与动作之间的关联以及学习完成后,动机功能。我们比较了抑郁患者和对照组在这些行为下支撑这些行为的神经回路的活动。
我们使用了一种 Go/No-Go 任务,该任务评估了受试者学习发出或抑制动作以获得金钱奖励或避免损失的能力。我们得出了与行为相关的动机参数(学习率、巴甫洛夫偏向和收益与损失的动机影响)。学习后,参与者在功能磁共振成像(fMRI)期间执行任务。我们比较了在预期动作发射与动作抑制之间的神经激活,以及为获得奖励而执行的动作与避免损失而执行的动作。
抑郁患者与对照组具有相似的巴甫洛夫偏向,并且在抑制动作以获得奖励和发出动作以避免损失方面是等同的,这些行为与人们对接近奖励和避免损失的典型巴甫洛夫倾向相冲突。患者在整体表现和学习方面没有受损,并且没有异常的神经反应,例如在双侧中脑或纹状体。我们得出的结论是,在中度抑郁中,驱动学习的基本机制是完整的。
从治疗的角度来看,这里确定的机制表明基于学习的干预措施可能特别有效,可以鼓励康复。从病因学的角度来看,我们的结果表明,临床上观察到的严重动机缺陷很可能具有复杂的起源,可能与长期规划所需的未来状态表示受损有关。