Literature DB >> 34759030

Neural Representations of Food-Related Attributes in the Human Orbitofrontal Cortex during Choice Deliberation in Anorexia Nervosa.

Alice M Xue1,2, Karin Foerde3,4, B Timothy Walsh3,4, Joanna E Steinglass3,4, Daphna Shohamy5,2,6, Akram Bakkour1,2.   

Abstract

Decisions about what to eat recruit the orbitofrontal cortex (OFC) and involve the evaluation of food-related attributes such as taste and health. These attributes are used differently by healthy individuals and patients with disordered eating behavior, but it is unclear whether these attributes are decodable from activity in the OFC in both groups and whether neural representations of these attributes are differentially related to decisions about food. We used fMRI combined with behavioral tasks to investigate the representation of taste and health attributes in the human OFC and the role of these representations in food choices in healthy women and women with anorexia nervosa (AN). We found that subjective ratings of tastiness and healthiness could be decoded from patterns of activity in the OFC in both groups. However, health-related patterns of activity in the OFC were more related to the magnitude of choice preferences among patients with AN than healthy individuals. These findings suggest that maladaptive decision-making in AN is associated with more consideration of health information represented by the OFC during deliberation about what to eat.SIGNIFICANCE STATEMENT An open question about the OFC is whether it supports the evaluation of food-related attributes during deliberation about what to eat. We found that healthiness and tastiness information was decodable from patterns of neural activity in the OFC in both patients with AN and healthy controls. Critically, neural representations of health were more strongly related to choices in patients with AN, suggesting that maladaptive overconsideration of healthiness during deliberation about what to eat is related to activity in the OFC. More broadly, these results show that activity in the human OFC is associated with the evaluation of relevant attributes during value-based decision-making. These findings may also guide future research into the development of treatments for AN.
Copyright © 2022 the authors.

Entities:  

Keywords:  anorexia nervosa; cognitive neuroscience; decision-making; fMRI; machine learning; orbitofrontal cortex

Mesh:

Year:  2021        PMID: 34759030      PMCID: PMC8741166          DOI: 10.1523/JNEUROSCI.0958-21.2021

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.709


  54 in total

1.  Neurons in the orbitofrontal cortex encode economic value.

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2.  Cognitive regulation alters social and dietary choice by changing attribute representations in domain-general and domain-specific brain circuits.

Authors:  Anita Tusche; Cendri A Hutcherson
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3.  Restrictive food intake as a choice--a paradigm for study.

Authors:  Joanna Steinglass; Karin Foerde; Katrina Kostro; Daphna Shohamy; B Timothy Walsh
Journal:  Int J Eat Disord       Date:  2014-08-18       Impact factor: 4.861

Review 4.  The root of all value: a neural common currency for choice.

Authors:  Dino J Levy; Paul W Glimcher
Journal:  Curr Opin Neurobiol       Date:  2012-07-03       Impact factor: 6.627

Review 5.  A review of combined TMS-EEG studies to characterize lasting effects of repetitive TMS and assess their usefulness in cognitive and clinical neuroscience.

Authors:  Gregor Thut; Alvaro Pascual-Leone
Journal:  Brain Topogr       Date:  2009-10-28       Impact factor: 3.020

6.  Acute Stress Impairs Self-Control in Goal-Directed Choice by Altering Multiple Functional Connections within the Brain's Decision Circuits.

Authors:  Silvia U Maier; Aidan B Makwana; Todd A Hare
Journal:  Neuron       Date:  2015-08-05       Impact factor: 17.173

7.  Cortical thickness patterns as state biomarker of anorexia nervosa.

Authors:  Luca Lavagnino; Benson Mwangi; Bo Cao; Megan E Shott; Jair C Soares; Guido K W Frank
Journal:  Int J Eat Disord       Date:  2018-02-07       Impact factor: 4.861

8.  Viewing images of foods evokes taste quality-specific activity in gustatory insular cortex.

Authors:  Jason A Avery; Alexander G Liu; John E Ingeholm; Stephen J Gotts; Alex Martin
Journal:  Proc Natl Acad Sci U S A       Date:  2021-01-12       Impact factor: 12.779

9.  The orbitofrontal cortex spontaneously encodes food health and contains more distinct representations for foods highest in tastiness.

Authors:  Allison M Londerée; Dylan D Wagner
Journal:  Soc Cogn Affect Neurosci       Date:  2021-08-05       Impact factor: 3.436

10.  Neural mechanisms supporting maladaptive food choices in anorexia nervosa.

Authors:  Karin Foerde; Joanna E Steinglass; Daphna Shohamy; B Timothy Walsh
Journal:  Nat Neurosci       Date:  2015-10-12       Impact factor: 24.884

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  1 in total

Review 1.  Glial cells in anorexia.

Authors:  Daniel Reyes-Haro
Journal:  Front Cell Neurosci       Date:  2022-08-08       Impact factor: 6.147

  1 in total

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