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Single-Dimensional Human Brain Signals for Two-Dimensional Economic Choice Options
Rewarding choice options typically contain multiple components, but neural signals in single brain voxels are scalar and primarily vary up or down. In a previous study, we had designed reward bundles that contained the same two milkshakes with independently set amounts; we had used psychophysics and...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Society for Neuroscience
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8018883/ https://www.ncbi.nlm.nih.gov/pubmed/33568490 http://dx.doi.org/10.1523/JNEUROSCI.1555-20.2020 |
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author | Seak, Leo Chi U Volkmann, Konstantin Pastor-Bernier, Alexandre Grabenhorst, Fabian Schultz, Wolfram |
author_facet | Seak, Leo Chi U Volkmann, Konstantin Pastor-Bernier, Alexandre Grabenhorst, Fabian Schultz, Wolfram |
author_sort | Seak, Leo Chi U |
collection | PubMed |
description | Rewarding choice options typically contain multiple components, but neural signals in single brain voxels are scalar and primarily vary up or down. In a previous study, we had designed reward bundles that contained the same two milkshakes with independently set amounts; we had used psychophysics and rigorous economic concepts to estimate two-dimensional choice indifference curves (ICs) that represented revealed stochastic preferences for these bundles in a systematic, integrated manner. All bundles on the same ICs were equally revealed preferred (and thus had same utility, as inferred from choice indifference); bundles on higher ICs (higher utility) were preferred to bundles on lower ICs (lower utility). In the current study, we used the established behavior for testing with functional magnetic resonance imaging (fMRI). We now demonstrate neural responses in reward-related brain structures of human female and male participants, including striatum, midbrain, and medial orbitofrontal cortex (mid-OFC) that followed the characteristic pattern of ICs: similar responses along ICs (same utility despite different bundle composition), but monotonic change across ICs (different utility). Thus, these brain structures integrated multiple reward components into a scalar signal, well beyond the known subjective value coding of single-component rewards. SIGNIFICANCE STATEMENT Rewards have several components, like the taste and size of an apple, but it is unclear how each component contributes to the overall value of the reward. While choice indifference curves (ICs) of economic theory provide behavioral approaches to this question, it is unclear whether brain responses capture the preference and utility integrated from multiple components. We report activations in striatum, midbrain, and orbitofrontal cortex (OFC) that follow choice ICs representing behavioral preferences over and above variations of individual reward components. In addition, the concept-driven approach encourages future studies on natural, multicomponent rewards that are prone to irrational choice of normal and brain-damaged individuals. |
format | Online Article Text |
id | pubmed-8018883 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Society for Neuroscience |
record_format | MEDLINE/PubMed |
spelling | pubmed-80188832021-04-05 Single-Dimensional Human Brain Signals for Two-Dimensional Economic Choice Options Seak, Leo Chi U Volkmann, Konstantin Pastor-Bernier, Alexandre Grabenhorst, Fabian Schultz, Wolfram J Neurosci Research Articles Rewarding choice options typically contain multiple components, but neural signals in single brain voxels are scalar and primarily vary up or down. In a previous study, we had designed reward bundles that contained the same two milkshakes with independently set amounts; we had used psychophysics and rigorous economic concepts to estimate two-dimensional choice indifference curves (ICs) that represented revealed stochastic preferences for these bundles in a systematic, integrated manner. All bundles on the same ICs were equally revealed preferred (and thus had same utility, as inferred from choice indifference); bundles on higher ICs (higher utility) were preferred to bundles on lower ICs (lower utility). In the current study, we used the established behavior for testing with functional magnetic resonance imaging (fMRI). We now demonstrate neural responses in reward-related brain structures of human female and male participants, including striatum, midbrain, and medial orbitofrontal cortex (mid-OFC) that followed the characteristic pattern of ICs: similar responses along ICs (same utility despite different bundle composition), but monotonic change across ICs (different utility). Thus, these brain structures integrated multiple reward components into a scalar signal, well beyond the known subjective value coding of single-component rewards. SIGNIFICANCE STATEMENT Rewards have several components, like the taste and size of an apple, but it is unclear how each component contributes to the overall value of the reward. While choice indifference curves (ICs) of economic theory provide behavioral approaches to this question, it is unclear whether brain responses capture the preference and utility integrated from multiple components. We report activations in striatum, midbrain, and orbitofrontal cortex (OFC) that follow choice ICs representing behavioral preferences over and above variations of individual reward components. In addition, the concept-driven approach encourages future studies on natural, multicomponent rewards that are prone to irrational choice of normal and brain-damaged individuals. Society for Neuroscience 2021-03-31 /pmc/articles/PMC8018883/ /pubmed/33568490 http://dx.doi.org/10.1523/JNEUROSCI.1555-20.2020 Text en Copyright © 2021 Seak, Volkmann et al. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed. |
spellingShingle | Research Articles Seak, Leo Chi U Volkmann, Konstantin Pastor-Bernier, Alexandre Grabenhorst, Fabian Schultz, Wolfram Single-Dimensional Human Brain Signals for Two-Dimensional Economic Choice Options |
title | Single-Dimensional Human Brain Signals for Two-Dimensional Economic Choice Options |
title_full | Single-Dimensional Human Brain Signals for Two-Dimensional Economic Choice Options |
title_fullStr | Single-Dimensional Human Brain Signals for Two-Dimensional Economic Choice Options |
title_full_unstemmed | Single-Dimensional Human Brain Signals for Two-Dimensional Economic Choice Options |
title_short | Single-Dimensional Human Brain Signals for Two-Dimensional Economic Choice Options |
title_sort | single-dimensional human brain signals for two-dimensional economic choice options |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8018883/ https://www.ncbi.nlm.nih.gov/pubmed/33568490 http://dx.doi.org/10.1523/JNEUROSCI.1555-20.2020 |
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