Laboratoire de Neurosciences Cognitives et Computationnelles, Institut National de la Santé et de la Recherche Médicale, Paris, France.
Sciences Po, CEVIPOF, CNRS, UMR7048, Paris, France.
PLoS Comput Biol. 2019 Jul 29;15(7):e1007224. doi: 10.1371/journal.pcbi.1007224. eCollection 2019 Jul.
Depression is characterized by a marked decrease in social interactions and blunted sensitivity to rewards. Surprisingly, despite the importance of social deficits in depression, non-social aspects have been disproportionally investigated. As a consequence, the cognitive mechanisms underlying atypical decision-making in social contexts in depression are poorly understood. In the present study, we investigate whether deficits in reward processing interact with the social context and how this interaction is affected by self-reported depression and anxiety symptoms in the general population. Two cohorts of subjects (discovery and replication sample: N = 50 each) took part in an experiment involving reward learning in contexts with different levels of social information (absent, partial and complete). Behavioral analyses revealed a specific detrimental effect of depressive symptoms-but not anxiety-on behavioral performance in the presence of social information, i.e. when participants were informed about the choices of another player. Model-based analyses further characterized the computational nature of this deficit as a negative audience effect, rather than a deficit in the way others' choices and rewards are integrated in decision making. To conclude, our results shed light on the cognitive and computational mechanisms underlying the interaction between social cognition, reward learning and decision-making in depressive disorders.
抑郁症的特征是社交互动明显减少,对奖励的敏感度降低。令人惊讶的是,尽管社交缺陷在抑郁症中很重要,但非社交方面的研究却不成比例。因此,抑郁症患者在社交情境下非典型决策的认知机制仍不清楚。在本研究中,我们调查了奖励处理缺陷是否与社交环境相互作用,以及这种相互作用如何受到一般人群中自我报告的抑郁和焦虑症状的影响。两个队列的受试者(发现和复制样本:每组 50 人)参与了一项实验,该实验涉及在不同社交信息水平(不存在、部分和完全)的情境下进行奖励学习。行为分析显示,抑郁症状——而不是焦虑症状——对存在社交信息时的行为表现有特定的不利影响,即当参与者了解到另一个玩家的选择时。基于模型的分析进一步将这种缺陷的计算性质描述为负面的观众效应,而不是在将他人的选择和奖励整合到决策中的方式上存在缺陷。总之,我们的研究结果揭示了在社交认知、奖励学习和决策之间相互作用的认知和计算机制,这些作用与抑郁症有关。