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Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning

Acute stress is pervasive in everyday modern life and is thought to affect how people make choices and learn from them. Reinforcement learning, which implicates learning from the unexpected rewarding and punishing outcomes of our choices (i.e., prediction errors), is critical for adjusted behaviour...

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Autores principales: Carvalheiro, Joana, Conceição, Vasco A., Mesquita, Ana, Seara-Cardoso, Ana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566898/
https://www.ncbi.nlm.nih.gov/pubmed/34761081
http://dx.doi.org/10.1016/j.ynstr.2021.100412
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author Carvalheiro, Joana
Conceição, Vasco A.
Mesquita, Ana
Seara-Cardoso, Ana
author_facet Carvalheiro, Joana
Conceição, Vasco A.
Mesquita, Ana
Seara-Cardoso, Ana
author_sort Carvalheiro, Joana
collection PubMed
description Acute stress is pervasive in everyday modern life and is thought to affect how people make choices and learn from them. Reinforcement learning, which implicates learning from the unexpected rewarding and punishing outcomes of our choices (i.e., prediction errors), is critical for adjusted behaviour and seems to be affected by acute stress. However, the neural mechanisms by which acute stress disrupts this type of learning are still poorly understood. Here, we investigate whether and how acute stress blunts neural signalling of prediction errors during reinforcement learning using model-based functional magnetic resonance imaging. Male participants completed a well-established reinforcement-learning task involving monetary gains and losses whilst under stress and control conditions. Acute stress impaired participants’ (n = 23) behavioural performance towards obtaining monetary gains (p < 0.001), but not towards avoiding losses (p = 0.57). Importantly, acute stress blunted signalling of prediction errors during gain and loss trials in the dorsal striatum (p = 0.040) — with subsidiary analyses suggesting that acute stress preferentially blunted signalling of positive prediction errors. Our results thus reveal a neurocomputational mechanism by which acute stress may impair reward learning.
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spelling pubmed-85668982021-11-09 Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning Carvalheiro, Joana Conceição, Vasco A. Mesquita, Ana Seara-Cardoso, Ana Neurobiol Stress Original Research Article Acute stress is pervasive in everyday modern life and is thought to affect how people make choices and learn from them. Reinforcement learning, which implicates learning from the unexpected rewarding and punishing outcomes of our choices (i.e., prediction errors), is critical for adjusted behaviour and seems to be affected by acute stress. However, the neural mechanisms by which acute stress disrupts this type of learning are still poorly understood. Here, we investigate whether and how acute stress blunts neural signalling of prediction errors during reinforcement learning using model-based functional magnetic resonance imaging. Male participants completed a well-established reinforcement-learning task involving monetary gains and losses whilst under stress and control conditions. Acute stress impaired participants’ (n = 23) behavioural performance towards obtaining monetary gains (p < 0.001), but not towards avoiding losses (p = 0.57). Importantly, acute stress blunted signalling of prediction errors during gain and loss trials in the dorsal striatum (p = 0.040) — with subsidiary analyses suggesting that acute stress preferentially blunted signalling of positive prediction errors. Our results thus reveal a neurocomputational mechanism by which acute stress may impair reward learning. Elsevier 2021-10-27 /pmc/articles/PMC8566898/ /pubmed/34761081 http://dx.doi.org/10.1016/j.ynstr.2021.100412 Text en © 2021 The Authors. Published by Elsevier Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Original Research Article
Carvalheiro, Joana
Conceição, Vasco A.
Mesquita, Ana
Seara-Cardoso, Ana
Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning
title Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning
title_full Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning
title_fullStr Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning
title_full_unstemmed Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning
title_short Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning
title_sort acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566898/
https://www.ncbi.nlm.nih.gov/pubmed/34761081
http://dx.doi.org/10.1016/j.ynstr.2021.100412
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