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Dorsolateral prefrontal cortex plays causal role in probability weighting during risky choice

In this study, we provide causal evidence that the dorsolateral prefrontal cortex (DLPFC) supports the computation of subjective value in choices under risk via its involvement in probability weighting. Following offline continuous theta-burst transcranial magnetic stimulation (cTBS) of the DLPFC su...

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Autores principales: Panidi, Ksenia, Vorobiova, Alicia Nunez, Feurra, Matteo, Klucharev, Vasily
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9515118/
https://www.ncbi.nlm.nih.gov/pubmed/36167703
http://dx.doi.org/10.1038/s41598-022-18529-6
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author Panidi, Ksenia
Vorobiova, Alicia Nunez
Feurra, Matteo
Klucharev, Vasily
author_facet Panidi, Ksenia
Vorobiova, Alicia Nunez
Feurra, Matteo
Klucharev, Vasily
author_sort Panidi, Ksenia
collection PubMed
description In this study, we provide causal evidence that the dorsolateral prefrontal cortex (DLPFC) supports the computation of subjective value in choices under risk via its involvement in probability weighting. Following offline continuous theta-burst transcranial magnetic stimulation (cTBS) of the DLPFC subjects (N = 30, mean age 23.6, 56% females) completed a computerized task consisting of 96 binary lottery choice questions presented in random order. Using the hierarchical Bayesian modeling approach, we then estimated the structural parameters of risk preferences (the degree of risk aversion and the curvature of the probability weighting function) and analyzed the obtained posterior distributions to determine the effect of stimulation on model parameters. On a behavioral level, temporary downregulation of the left DLPFC excitability through cTBS decreased the likelihood of choosing an option with higher expected reward while the probability of choosing a riskier lottery did not significantly change. Modeling the stimulation effects on risk preference parameters showed anecdotal evidence as assessed by Bayes factors that probability weighting parameter increased after the left DLPFC TMS compared to sham.
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spelling pubmed-95151182022-09-29 Dorsolateral prefrontal cortex plays causal role in probability weighting during risky choice Panidi, Ksenia Vorobiova, Alicia Nunez Feurra, Matteo Klucharev, Vasily Sci Rep Article In this study, we provide causal evidence that the dorsolateral prefrontal cortex (DLPFC) supports the computation of subjective value in choices under risk via its involvement in probability weighting. Following offline continuous theta-burst transcranial magnetic stimulation (cTBS) of the DLPFC subjects (N = 30, mean age 23.6, 56% females) completed a computerized task consisting of 96 binary lottery choice questions presented in random order. Using the hierarchical Bayesian modeling approach, we then estimated the structural parameters of risk preferences (the degree of risk aversion and the curvature of the probability weighting function) and analyzed the obtained posterior distributions to determine the effect of stimulation on model parameters. On a behavioral level, temporary downregulation of the left DLPFC excitability through cTBS decreased the likelihood of choosing an option with higher expected reward while the probability of choosing a riskier lottery did not significantly change. Modeling the stimulation effects on risk preference parameters showed anecdotal evidence as assessed by Bayes factors that probability weighting parameter increased after the left DLPFC TMS compared to sham. Nature Publishing Group UK 2022-09-27 /pmc/articles/PMC9515118/ /pubmed/36167703 http://dx.doi.org/10.1038/s41598-022-18529-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Panidi, Ksenia
Vorobiova, Alicia Nunez
Feurra, Matteo
Klucharev, Vasily
Dorsolateral prefrontal cortex plays causal role in probability weighting during risky choice
title Dorsolateral prefrontal cortex plays causal role in probability weighting during risky choice
title_full Dorsolateral prefrontal cortex plays causal role in probability weighting during risky choice
title_fullStr Dorsolateral prefrontal cortex plays causal role in probability weighting during risky choice
title_full_unstemmed Dorsolateral prefrontal cortex plays causal role in probability weighting during risky choice
title_short Dorsolateral prefrontal cortex plays causal role in probability weighting during risky choice
title_sort dorsolateral prefrontal cortex plays causal role in probability weighting during risky choice
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9515118/
https://www.ncbi.nlm.nih.gov/pubmed/36167703
http://dx.doi.org/10.1038/s41598-022-18529-6
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