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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...

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Autores principales: Seak, Leo Chi U, Volkmann, Konstantin, Pastor-Bernier, Alexandre, Grabenhorst, Fabian, Schultz, Wolfram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society for Neuroscience 2021
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.
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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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