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

Detalhes bibliográficos
Autor(a) principal: Carvalheiro, Joana
Data de Publicação: 2021
Outros Autores: Conceicao, Vasco A., Mesquita, Ana, Seara-Cardoso, Ana
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/77600
Resumo: 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 Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learningDopamineModel-based fMRIPunishmentRewardStressScience & TechnologyAcute 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.ASC was supported by Portuguese Foundation for Science and Technology (FCT) [SFRH/BPD/94970/2013, PTDC/MHC-PCN/2296/2014, co-financed by the European Regional Development Fund through COMPETE2020 under the PT2020 Partnership Agreement (POCI-01-0145-FEDER-016747) ] . AM was supported by FCT and from EU through the European Social Fund and from the Human Potential Operational Program [IF/00750/2015] . JC was supported by FCT through the Portuguese State Budget and European Social Fund through the Human Capital Operational Program, North Portugal Regional Operational Programme (PD/BD/128467/2017) . This study was also supported by the European Regional Development Fund and FCT (POCI-01-0145-FEDER-028228) . This study was conducted at the Psychology Research Center (PSI/01662) , School of Psychology, University of Minho, supported by FCT through the Portuguese State Budget (UID/PSI/01662/2020) .Elsevier Science IncUniversidade do MinhoCarvalheiro, JoanaConceicao, Vasco A.Mesquita, AnaSeara-Cardoso, Ana2021-10-282021-10-28T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/77600engCarvalheiro, J., Conceição, V. A., Mesquita, A., & Seara-Cardoso, A. (2021). Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning. Neurobiology of Stress, 15, 100412. doi: https://doi.org/10.1016/j.ynstr.2021.1004122352-28952352-289510.1016/j.ynstr.2021.100412https://www.sciencedirect.com/science/article/pii/S235228952100120Xinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:16:49Zoai:repositorium.sdum.uminho.pt:1822/77600Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:09:25.894570Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv 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
spellingShingle Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning
Carvalheiro, Joana
Dopamine
Model-based fMRI
Punishment
Reward
Stress
Science & Technology
title_short 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_sort Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning
author Carvalheiro, Joana
author_facet Carvalheiro, Joana
Conceicao, Vasco A.
Mesquita, Ana
Seara-Cardoso, Ana
author_role author
author2 Conceicao, Vasco A.
Mesquita, Ana
Seara-Cardoso, Ana
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Carvalheiro, Joana
Conceicao, Vasco A.
Mesquita, Ana
Seara-Cardoso, Ana
dc.subject.por.fl_str_mv Dopamine
Model-based fMRI
Punishment
Reward
Stress
Science & Technology
topic Dopamine
Model-based fMRI
Punishment
Reward
Stress
Science & Technology
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.
publishDate 2021
dc.date.none.fl_str_mv 2021-10-28
2021-10-28T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/77600
url https://hdl.handle.net/1822/77600
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Carvalheiro, J., Conceição, V. A., Mesquita, A., & Seara-Cardoso, A. (2021). Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning. Neurobiology of Stress, 15, 100412. doi: https://doi.org/10.1016/j.ynstr.2021.100412
2352-2895
2352-2895
10.1016/j.ynstr.2021.100412
https://www.sciencedirect.com/science/article/pii/S235228952100120X
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Elsevier Science Inc
publisher.none.fl_str_mv Elsevier Science Inc
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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