Department of Cognitive Psychology, Faculty of Psychology and Human Movement Science, Universität Hamburg, 20146 Hamburg, Germany.
Cereb Cortex. 2021 Jan 1;31(1):184-200. doi: 10.1093/cercor/bhaa219.
Adaptive performance in uncertain environments depends on the ability to continuously update internal beliefs about environmental states. Recent correlative evidence suggests that a frontoparietal network including the dorsolateral prefrontal cortex (dlPFC) supports belief updating under uncertainty, but whether the dlPFC serves a "causal" role in this process is currently not clear. To elucidate its contribution, we leveraged transcranial direct current stimulation (tDCS) over the right dlPFC, while 91 participants performed an incentivized belief-updating task. Participants also underwent a psychosocial stress or control manipulation to investigate the role of stress, which is known to modulate dlPFC functioning. We observed enhanced monetary value updating after anodal tDCS when it was normatively expected from a Bayesian perspective. A model-based analysis indicates that this effect was driven by belief updating. However, we also observed enhanced non-normative value updating, which might have been driven instead by expectancy violation. Enhanced normative and non-normative value updating reflected increased vs. decreased Bayesian rationality, respectively. Furthermore, cortisol increases were associated with enhanced positive, but not with negative, value updating. The present study thereby sheds light on the causal role of the right dlPFC in the remarkable human ability to navigate uncertain environments by continuously updating prior knowledge following new evidence.
在不确定的环境中进行适应性表现取决于不断更新对环境状态的内部信念的能力。最近的相关证据表明,包括背外侧前额叶皮层(dlPFC)在内的额顶网络支持在不确定条件下进行信念更新,但 dlPFC 是否在该过程中起“因果”作用目前尚不清楚。为了阐明其作用,我们利用经颅直流电刺激(tDCS)对右 dlPFC 进行刺激,同时 91 名参与者进行了有奖励的信念更新任务。参与者还接受了心理社会压力或对照处理,以研究压力的作用,已知压力会调节 dlPFC 的功能。我们观察到,在从贝叶斯角度来看是规范预期的情况下,经阳极 tDCS 后,货币价值更新增强。基于模型的分析表明,这种效应是由信念更新驱动的。然而,我们也观察到了增强的非规范价值更新,这可能是由期望违反驱动的。增强的规范和非规范价值更新分别反映了贝叶斯理性的增加和减少。此外,皮质醇的增加与积极价值更新的增强有关,但与消极价值更新无关。因此,本研究揭示了右 dlPFC 在人类通过根据新证据不断更新先验知识来应对不确定环境方面的出色能力中的因果作用。