Oxytocin attenuates trust as a subset of more general reinforcement learning, with altered reward circuit functional connectivity in males

被引:17
作者
Ide, Jaime S. [1 ]
Nedic, Sanja [1 ]
Wong, Kin F. [1 ]
Strey, Shmuel L. [1 ]
Lawson, Elizabeth A. [2 ,6 ]
Dickerson, Bradford C. [3 ,5 ,6 ]
Wald, Lawrence L. [3 ,6 ]
La Camera, Giancarlo [4 ]
Mujica-Parodi, Lilianne R. [1 ,3 ,6 ]
机构
[1] SUNY Stony Brook, Dept Biomed Engn, Stony Brook, NY 11794 USA
[2] Massachusetts Gen Hosp, Neuroendocrine Unit, Boston, MA 02114 USA
[3] Massachusetts Gen Hosp, Dept Radiol, AA Martinos Ctr Biomed Imaging, Charlestown, MA 02129 USA
[4] SUNY Stony Brook, Dept Neurobiol & Behav, Stony Brook, NY 11794 USA
[5] Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
[6] Harvard Med Sch, Boston, MA 02115 USA
关键词
Oxytocin; fMRI; Bayesian modeling; Reinforcement learning; Human; Male; INTRANASAL OXYTOCIN; LATERAL HABENULA; NEURAL CIRCUITRY; KIN SELECTION; RESPONSES; CORTEX; MRI; NEUROSCIENCE; VASOPRESSIN; FACES;
D O I
10.1016/j.neuroimage.2018.02.035
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Oxytocin (OT) is an endogenous neuropeptide that, while originally thought to promote trust, has more recently been found to be context-dependent. Here we extend experimental paradigms previously restricted to de novo decision-to-trust, to a more realistic environment in which social relationships evolve in response to iterative feedback over twenty interactions. In a randomized, double blind, placebo-controlled within-subject/crossover experiment of human adult males, we investigated the effects of a single dose of intranasal OT (40 IU) on Bayesian expectation updating and reinforcement learning within a social context, with associated brain circuit dynamics. Subjects participated in a neuroeconomic task (Iterative Trust Game) designed to probe iterative social learning while their brains were scanned using ultra-high field (7T) fMRI. We modeled each subject's behavior using Bayesian updating of belief-states ("willingness to trust") as well as canonical measures of reinforcement learning (learning rate, inverse temperature). Behavioral trajectories were then used as regressors within fMRI activation and connectivity analyses to identify corresponding brain network functionality affected by OT. Behaviorally, OT reduced feedback learning, without bias with respect to positive versus negative reward. Neurobiologically, reduced learning under OT was associated with muted communication between three key nodes within the reward circuit: the orbitofrontal cortex, amygdala, and lateral (limbic) habenula. Our data suggest that OT, rather than inspiring feelings of generosity, instead attenuates the brain's encoding of prediction error and therefore its ability to modulate pre-existing beliefs. This effect may underlie OT's putative role in promoting what has typically been reported as 'unjustified trust' in the face of information that suggests likely betrayal, while also resolving apparent contradictions with regard to OT's context-dependent behavioral effects.
引用
收藏
页码:35 / 43
页数:9
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