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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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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. |
format | Online Article Text |
id | pubmed-6920387 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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