Lateral orbitofrontal cortex encodes presence of risk and subjective risk preference during decision-making.

IF 2.9 2区 医学 Q2 NEUROSCIENCES
Daniel B K Gabriel, Felix Havugimana, Anna E Liley, Ivan D Aguilar, Mohammed Yeasin, Nicholas W Simon
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引用次数: 0

Abstract

Adaptive decision-making requires consideration of risks and rewards associated with each option, as well as subjective preference for risky/safe alternatives. The lateral orbitofrontal cortex (lOFC) contributes to both reward and punishment processing as well as cost/benefit decision-making, but its role in punishment-driven risky decision-making remains unclear. To address this, we trained male rats in the Risky Decision-making Task, wherein subjects chose between a small, safe reward and a large reward with either 0% or 50% risk of foot shock punishment. We then recorded single unit activity in LOFC during task performance to determine how LOFC activity signals risky vs. safe options and choices. We observed that lOFC activity encodes risk in the environment prior to decision-making, then encodes reward magnitude independent of risk during action selection. Machine learning models revealed that lOFC activity accurately predicts risk but less effectively predicts impending choice, although integrating the outcome of the previous trial improved the accuracy of choice prediction. Finally, risk-preferring subjects demonstrated reduced encoding of risk and increased encoding of reward magnitude. This suggests that lOFC serves as a central hub wherein environmental information about risk and reward converges with internal, subjective information to guide risky decision-making.

在决策过程中,外侧眶额皮质编码风险和主观风险偏好的存在。
适应性决策需要考虑与每个选项相关的风险和回报,以及对风险/安全选项的主观偏好。外侧眶额皮质(lOFC)参与奖惩处理和成本/收益决策,但其在惩罚驱动的风险决策中的作用尚不清楚。为了解决这个问题,我们在风险决策任务中训练雄性大鼠,其中受试者在小而安全的奖励和0%或50%足部电击惩罚风险的大奖励之间进行选择。然后,我们在任务执行期间记录LOFC的单个单元活动,以确定LOFC活动如何表明风险与安全的选项和选择。我们观察到lOFC活动在决策之前编码环境中的风险,然后在行动选择期间编码与风险无关的奖励大小。机器学习模型显示,lOFC活动准确地预测了风险,但对即将到来的选择的预测效果较差,尽管整合之前试验的结果提高了选择预测的准确性。最后,偏好风险的受试者表现出风险编码的减少和奖励量级编码的增加。这表明lOFC充当了一个中心枢纽,其中有关风险和回报的环境信息与内部主观信息汇合,以指导风险决策。
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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来源期刊
Cerebral cortex
Cerebral cortex 医学-神经科学
CiteScore
6.30
自引率
8.10%
发文量
510
审稿时长
2 months
期刊介绍: Cerebral Cortex publishes papers on the development, organization, plasticity, and function of the cerebral cortex, including the hippocampus. Studies with clear relevance to the cerebral cortex, such as the thalamocortical relationship or cortico-subcortical interactions, are also included. The journal is multidisciplinary and covers the large variety of modern neurobiological and neuropsychological techniques, including anatomy, biochemistry, molecular neurobiology, electrophysiology, behavior, artificial intelligence, and theoretical modeling. In addition to research articles, special features such as brief reviews, book reviews, and commentaries are included.
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