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Outcome contingency selectively affects the neural coding of outcomes but not of tasks

Value-based decision-making is ubiquitous in every-day life, and critically depends on the contingency between choices and their outcomes. Only if outcomes are contingent on our choices can we make meaningful value-based decisions. Here, we investigate the effect of outcome contingency on the neural...

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Autores principales: Wisniewski, David, Forstmann, Birte, Brass, Marcel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6920387/
https://www.ncbi.nlm.nih.gov/pubmed/31852993
http://dx.doi.org/10.1038/s41598-019-55887-0
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author Wisniewski, David
Forstmann, Birte
Brass, Marcel
author_facet Wisniewski, David
Forstmann, Birte
Brass, Marcel
author_sort Wisniewski, David
collection PubMed
description Value-based decision-making is ubiquitous in every-day life, and critically depends on the contingency between choices and their outcomes. Only if outcomes are contingent on our choices can we make meaningful value-based decisions. Here, we investigate the effect of outcome contingency on the neural coding of rewards and tasks. Participants performed a reversal-learning paradigm in which reward outcomes were contingent on trial-by-trial choices, and performed a ‘free choice’ paradigm in which rewards were random and not contingent on choices. We hypothesized that contingent outcomes enhance the neural coding of rewards and tasks, which was tested using multivariate pattern analysis of fMRI data. Reward outcomes were encoded in a large network including the striatum, dmPFC and parietal cortex, and these representations were indeed amplified for contingent rewards. Tasks were encoded in the dmPFC at the time of decision-making, and in parietal cortex in a subsequent maintenance phase. We found no evidence for contingency-dependent modulations of task signals, demonstrating highly similar coding across contingency conditions. Our findings suggest selective effects of contingency on reward coding only, and further highlight the role of dmPFC and parietal cortex in value-based decision-making, as these were the only regions strongly involved in both reward and task coding.
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spelling pubmed-69203872019-12-20 Outcome contingency selectively affects the neural coding of outcomes but not of tasks Wisniewski, David Forstmann, Birte Brass, Marcel Sci Rep Article Value-based decision-making is ubiquitous in every-day life, and critically depends on the contingency between choices and their outcomes. Only if outcomes are contingent on our choices can we make meaningful value-based decisions. Here, we investigate the effect of outcome contingency on the neural coding of rewards and tasks. Participants performed a reversal-learning paradigm in which reward outcomes were contingent on trial-by-trial choices, and performed a ‘free choice’ paradigm in which rewards were random and not contingent on choices. We hypothesized that contingent outcomes enhance the neural coding of rewards and tasks, which was tested using multivariate pattern analysis of fMRI data. Reward outcomes were encoded in a large network including the striatum, dmPFC and parietal cortex, and these representations were indeed amplified for contingent rewards. Tasks were encoded in the dmPFC at the time of decision-making, and in parietal cortex in a subsequent maintenance phase. We found no evidence for contingency-dependent modulations of task signals, demonstrating highly similar coding across contingency conditions. Our findings suggest selective effects of contingency on reward coding only, and further highlight the role of dmPFC and parietal cortex in value-based decision-making, as these were the only regions strongly involved in both reward and task coding. Nature Publishing Group UK 2019-12-18 /pmc/articles/PMC6920387/ /pubmed/31852993 http://dx.doi.org/10.1038/s41598-019-55887-0 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Wisniewski, David
Forstmann, Birte
Brass, Marcel
Outcome contingency selectively affects the neural coding of outcomes but not of tasks
title Outcome contingency selectively affects the neural coding of outcomes but not of tasks
title_full Outcome contingency selectively affects the neural coding of outcomes but not of tasks
title_fullStr Outcome contingency selectively affects the neural coding of outcomes but not of tasks
title_full_unstemmed Outcome contingency selectively affects the neural coding of outcomes but not of tasks
title_short Outcome contingency selectively affects the neural coding of outcomes but not of tasks
title_sort outcome contingency selectively affects the neural coding of outcomes but not of tasks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6920387/
https://www.ncbi.nlm.nih.gov/pubmed/31852993
http://dx.doi.org/10.1038/s41598-019-55887-0
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