上瘾
心理学
腹侧纹状体
多巴胺
纹状体
眶额皮质
神经科学
多巴胺能
均方预测误差
脑刺激奖励
奖励制度
认知心理学
前额叶皮质
认知
伏隔核
计算机科学
机器学习
作者
Anna B. Konova,Ahmet O. Ceceli,Guillermo Horga,Scott J. Moeller,Nelly Alia‐Klein,Rita Z. Goldstein
出处
期刊:Neuron
[Cell Press]
日期:2023-10-25
卷期号:111 (24): 4058-4070.e6
被引量:4
标识
DOI:10.1016/j.neuron.2023.09.015
摘要
Summary
Influential accounts of addiction posit alterations in adaptive behavior driven by deficient dopaminergic prediction errors (PEs), signaling the discrepancy between actual and expected reward. Dopamine neurons encode these error signals in subjective terms, calibrated by individual risk preferences, as "utility" PEs. It remains unclear, however, whether people with drug addiction have PE deficits or their computational source. Here, using an analogous task to prior single-unit studies with known expectancies, we show that fMRI-measured PEs similarly reflect utility PEs. Relative to control participants, people with chronic cocaine addiction demonstrate reduced utility PEs in the dopaminoceptive ventral striatum, with similar trends in orbitofrontal cortex. Dissecting this PE signal into its subcomponent terms attributed these reductions to weaker striatal responses to received reward/utility, whereas suppression of activity with reward expectation was unchanged. These findings support that addiction may fundamentally disrupt PE signaling and reveal an underappreciated role for perceived reward value in this mechanism.
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