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Preferences for nutrients and sensory food qualities identify biological sources of economic values in monkeys

Value is a foundational concept in reinforcement learning and economic choice theory. In these frameworks, individuals choose by assigning values to objects and learn by updating values with experience. These theories have been instrumental for revealing influences of probability, risk, and delay on...

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Autores principales: Huang, Fei-Yang, Sutcliffe, Michael P. F., Grabenhorst, Fabian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8255786/
https://www.ncbi.nlm.nih.gov/pubmed/34155111
http://dx.doi.org/10.1073/pnas.2101954118
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author Huang, Fei-Yang
Sutcliffe, Michael P. F.
Grabenhorst, Fabian
author_facet Huang, Fei-Yang
Sutcliffe, Michael P. F.
Grabenhorst, Fabian
author_sort Huang, Fei-Yang
collection PubMed
description Value is a foundational concept in reinforcement learning and economic choice theory. In these frameworks, individuals choose by assigning values to objects and learn by updating values with experience. These theories have been instrumental for revealing influences of probability, risk, and delay on choices. However, they do not explain how values are shaped by intrinsic properties of the choice objects themselves. Here, we investigated how economic value derives from the biologically critical components of foods: their nutrients and sensory qualities. When monkeys chose nutrient-defined liquids, they consistently preferred fat and sugar to low-nutrient alternatives. Rather than maximizing energy indiscriminately, they seemed to assign subjective values to specific nutrients, flexibly trading them against offered reward amounts. Nutrient–value functions accurately modeled these preferences, predicted choices across contexts, and accounted for individual differences. The monkeys’ preferences shifted their daily nutrient balance away from dietary reference points, contrary to ecological foraging models but resembling human suboptimal eating in free-choice situations. To identify the sensory basis of nutrient values, we developed engineering tools that measured food textures on biological surfaces, mimicking oral conditions. Subjective valuations of two key texture parameters—viscosity and sliding friction—explained the monkeys’ fat preferences, suggesting a texture-sensing mechanism for nutrient values. Extended reinforcement learning and choice models identified candidate neuronal mechanisms for nutrient-sensitive decision-making. These findings indicate that nutrients and food textures constitute critical reward components that shape economic values. Our nutrient-choice paradigm represents a promising tool for studying food–reward mechanisms in primates to better understand human-like eating behavior and obesity.
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spelling pubmed-82557862021-07-16 Preferences for nutrients and sensory food qualities identify biological sources of economic values in monkeys Huang, Fei-Yang Sutcliffe, Michael P. F. Grabenhorst, Fabian Proc Natl Acad Sci U S A Biological Sciences Value is a foundational concept in reinforcement learning and economic choice theory. In these frameworks, individuals choose by assigning values to objects and learn by updating values with experience. These theories have been instrumental for revealing influences of probability, risk, and delay on choices. However, they do not explain how values are shaped by intrinsic properties of the choice objects themselves. Here, we investigated how economic value derives from the biologically critical components of foods: their nutrients and sensory qualities. When monkeys chose nutrient-defined liquids, they consistently preferred fat and sugar to low-nutrient alternatives. Rather than maximizing energy indiscriminately, they seemed to assign subjective values to specific nutrients, flexibly trading them against offered reward amounts. Nutrient–value functions accurately modeled these preferences, predicted choices across contexts, and accounted for individual differences. The monkeys’ preferences shifted their daily nutrient balance away from dietary reference points, contrary to ecological foraging models but resembling human suboptimal eating in free-choice situations. To identify the sensory basis of nutrient values, we developed engineering tools that measured food textures on biological surfaces, mimicking oral conditions. Subjective valuations of two key texture parameters—viscosity and sliding friction—explained the monkeys’ fat preferences, suggesting a texture-sensing mechanism for nutrient values. Extended reinforcement learning and choice models identified candidate neuronal mechanisms for nutrient-sensitive decision-making. These findings indicate that nutrients and food textures constitute critical reward components that shape economic values. Our nutrient-choice paradigm represents a promising tool for studying food–reward mechanisms in primates to better understand human-like eating behavior and obesity. National Academy of Sciences 2021-06-29 2021-06-21 /pmc/articles/PMC8255786/ /pubmed/34155111 http://dx.doi.org/10.1073/pnas.2101954118 Text en Copyright © 2021 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by/4.0/This open access article is distributed under Creative Commons Attribution License 4.0 (CC BY) (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Biological Sciences
Huang, Fei-Yang
Sutcliffe, Michael P. F.
Grabenhorst, Fabian
Preferences for nutrients and sensory food qualities identify biological sources of economic values in monkeys
title Preferences for nutrients and sensory food qualities identify biological sources of economic values in monkeys
title_full Preferences for nutrients and sensory food qualities identify biological sources of economic values in monkeys
title_fullStr Preferences for nutrients and sensory food qualities identify biological sources of economic values in monkeys
title_full_unstemmed Preferences for nutrients and sensory food qualities identify biological sources of economic values in monkeys
title_short Preferences for nutrients and sensory food qualities identify biological sources of economic values in monkeys
title_sort preferences for nutrients and sensory food qualities identify biological sources of economic values in monkeys
topic Biological Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8255786/
https://www.ncbi.nlm.nih.gov/pubmed/34155111
http://dx.doi.org/10.1073/pnas.2101954118
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AT grabenhorstfabian preferencesfornutrientsandsensoryfoodqualitiesidentifybiologicalsourcesofeconomicvaluesinmonkeys