Acute stress blunts prediction error signals in the dorsal striatum during reinforcement learning
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , |
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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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 |
dc.format.none.fl_str_mv |
application/pdf |
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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1799132519852933120 |