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催产素调节亲社会强化学习背后的神经计算机制。

Oxytocin modulates neurocomputational mechanisms underlying prosocial reinforcement learning.

作者信息

Martins Daniel, Lockwood Patricia, Cutler Jo, Moran Rosalyn, Paloyelis Yannis

机构信息

Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, London SE5 8AF, United Kingdom.

Department of Experimental Psychology, University of Oxford, United Kingdom; Wellcome Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, United Kingdom; Centre for Human Brain Health, School of Psychology University of Birmingham, United Kingdom; Institute for Mental Health, School of Psychology University of Birmingham, United Kingdom.

出版信息

Prog Neurobiol. 2022 Jun;213:102253. doi: 10.1016/j.pneurobio.2022.102253. Epub 2022 Mar 3.

DOI:10.1016/j.pneurobio.2022.102253
PMID:35248585
Abstract

Humans often act in the best interests of others. However, how we learn which actions result in good outcomes for other people and the neurochemical systems that support this 'prosocial learning' remain poorly understood. Using computational models of reinforcement learning, functional magnetic resonance imaging and dynamic causal modelling, we examined how different doses of intranasal oxytocin, a neuropeptide linked to social cognition, impact how people learn to benefit others (prosocial learning) and whether this influence could be dissociated from how we learn to benefit ourselves (self-oriented learning). We show that a low dose of oxytocin prevented decreases in prosocial performance over time, despite no impact on self-oriented learning. Critically, oxytocin produced dose-dependent changes in the encoding of prediction errors (PE) in the midbrain-subgenual anterior cingulate cortex (sgACC) pathway specifically during prosocial learning. Our findings reveal a new role of oxytocin in prosocial learning by modulating computations of PEs in the midbrain-sgACC pathway.

摘要

人类常常会做出符合他人最佳利益的行为。然而,我们如何得知哪些行为会给他人带来好的结果,以及支持这种“亲社会学习”的神经化学系统,目前仍知之甚少。我们运用强化学习的计算模型、功能磁共振成像和动态因果模型,研究了不同剂量的鼻内催产素(一种与社会认知相关的神经肽)如何影响人们学习造福他人(亲社会学习),以及这种影响是否能与我们学习造福自己(自我导向学习)的方式区分开来。我们发现,低剂量的催产素能防止亲社会行为表现随时间下降,尽管对自我导向学习没有影响。至关重要的是,催产素在亲社会学习过程中,会在中脑-膝下前扣带回皮质(sgACC)通路中产生与剂量相关的预测误差(PE)编码变化。我们的研究结果揭示了催产素在亲社会学习中的新作用,即通过调节中脑-sgACC通路中的PE计算来实现。

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Neural and behavioral evidence for oxytocin's facilitatory effects on learning in volatile and stable environments.
神经和行为证据表明,催产素有利于在不稳定和稳定的环境中学习。
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A neurocognitive model of early onset persistent and desistant antisocial behavior in early adulthood.成年早期早发性持续性和缓解性反社会行为的神经认知模型
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