Individual differences in belief updating and phasic arousal are related to psychosis proneness

Peter R. Murphy, Katarina Krkovic, Gina Monov, Natalia Kudlek, Tania Lincoln, Tobias H. Donner
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Abstract

Many decisions entail the updating of beliefs about the state of the environment by accumulating noisy sensory evidence. This form of probabilistic reasoning may go awry in psychosis. Computational theory shows that optimal belief updating in environments subject to hidden changes in their state requires a dynamic modulation of the evidence accumulation process. Recent empirical findings implicate transient responses of pupil-linked central arousal systems to individual evidence samples in this modulation. Here, we analyzed behavior and pupil responses during evidence accumulation in a changing environment in a community sample of human participants. We also assessed their subclinical psychotic experiences (psychosis proneness). Participants most prone to psychosis showed overall less flexible belief updating profiles, with diminished behavioral impact of evidence samples occurring late during decision formation. These same individuals also exhibited overall smaller pupil responses and less reliable pupil encoding of computational variables governing the dynamic belief updating. Our findings provide insights into the cognitive and physiological bases of psychosis proneness and open paths to unraveling the pathophysiology of psychotic disorders. When making decisions, a non-clinical sample of individuals who were more prone to symptoms of psychosis were less likely to update their beliefs based on late-arriving information. This was associated with weaker decision-related pupil responses.

Abstract Image

信念更新和阶段性唤醒的个体差异与精神病易感性有关。
许多决策都需要通过积累嘈杂的感官证据来更新对环境状态的信念。这种形式的概率推理可能会在精神病中出错。计算理论表明,要在状态发生隐性变化的环境中实现最佳的信念更新,需要对证据积累过程进行动态调节。最近的实证研究发现,与瞳孔相连的中枢唤醒系统对个体证据样本的瞬时反应与这种调节有关。在这里,我们分析了在不断变化的环境中,人类参与者在证据积累过程中的行为和瞳孔反应。我们还评估了他们的亚临床精神病经历(精神病倾向)。最易患精神病的参与者总体上表现出较低的信念更新灵活性,在决策形成的后期,证据样本对行为的影响减弱。这些人还表现出整体较小的瞳孔反应,以及对支配动态信念更新的计算变量较不可靠的瞳孔编码。我们的研究结果为了解精神病易感性的认知和生理基础提供了见解,并为揭示精神病性障碍的病理生理学开辟了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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