Cargando…

Adaptive learning from outcome contingencies in eating-disorder risk groups

Eating disorders are characterised by altered eating patterns alongside overvaluation of body weight or shape, and have relatively low rates of successful treatment and recovery. Notably, cognitive inflexibility has been implicated in both the development and maintenance of eating disorders, and und...

Descripción completa

Detalles Bibliográficos
Autores principales: Pike, Alexandra C., Sharpley, Ann L., Park, Rebecca J., Cowen, Philip J., Browning, Michael, Pulcu, Erdem
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625579/
https://www.ncbi.nlm.nih.gov/pubmed/37925461
http://dx.doi.org/10.1038/s41398-023-02633-w
_version_ 1785131162556956672
author Pike, Alexandra C.
Sharpley, Ann L.
Park, Rebecca J.
Cowen, Philip J.
Browning, Michael
Pulcu, Erdem
author_facet Pike, Alexandra C.
Sharpley, Ann L.
Park, Rebecca J.
Cowen, Philip J.
Browning, Michael
Pulcu, Erdem
author_sort Pike, Alexandra C.
collection PubMed
description Eating disorders are characterised by altered eating patterns alongside overvaluation of body weight or shape, and have relatively low rates of successful treatment and recovery. Notably, cognitive inflexibility has been implicated in both the development and maintenance of eating disorders, and understanding the reasons for this inflexibility might indicate avenues for treatment development. We therefore investigate one potential cause of this inflexibility: an inability to adjust learning when outcome contingencies change. We recruited (n = 82) three groups of participants: those who had recovered from anorexia nervosa (RA), those who had high levels of eating disorder symptoms but no formal diagnosis (EA), and control participants (HC). They performed a reinforcement learning task (alongside eye-tracking) in which the volatility of wins and losses was independently manipulated. We predicted that both the RA and EA groups would adjust their learning rates less than the control participants. Unexpectedly, the RA group showed elevated adjustment of learning rates for both win and loss outcomes compared to control participants. The RA group also showed increased pupil dilation to stable wins and reduced pupil dilation to stable losses. Their learning rate adjustment was associated with the difference between their pupil dilation to volatile vs. stable wins. In conclusion, we find evidence that learning rate adjustment is unexpectedly higher in those who have recovered from anorexia nervosa, indicating that the relationship between eating disorders and cognitive inflexibility may be complex. Given our findings, investigation of noradrenergic agents may be valuable in the field of eating disorders.
format Online
Article
Text
id pubmed-10625579
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-106255792023-11-06 Adaptive learning from outcome contingencies in eating-disorder risk groups Pike, Alexandra C. Sharpley, Ann L. Park, Rebecca J. Cowen, Philip J. Browning, Michael Pulcu, Erdem Transl Psychiatry Article Eating disorders are characterised by altered eating patterns alongside overvaluation of body weight or shape, and have relatively low rates of successful treatment and recovery. Notably, cognitive inflexibility has been implicated in both the development and maintenance of eating disorders, and understanding the reasons for this inflexibility might indicate avenues for treatment development. We therefore investigate one potential cause of this inflexibility: an inability to adjust learning when outcome contingencies change. We recruited (n = 82) three groups of participants: those who had recovered from anorexia nervosa (RA), those who had high levels of eating disorder symptoms but no formal diagnosis (EA), and control participants (HC). They performed a reinforcement learning task (alongside eye-tracking) in which the volatility of wins and losses was independently manipulated. We predicted that both the RA and EA groups would adjust their learning rates less than the control participants. Unexpectedly, the RA group showed elevated adjustment of learning rates for both win and loss outcomes compared to control participants. The RA group also showed increased pupil dilation to stable wins and reduced pupil dilation to stable losses. Their learning rate adjustment was associated with the difference between their pupil dilation to volatile vs. stable wins. In conclusion, we find evidence that learning rate adjustment is unexpectedly higher in those who have recovered from anorexia nervosa, indicating that the relationship between eating disorders and cognitive inflexibility may be complex. Given our findings, investigation of noradrenergic agents may be valuable in the field of eating disorders. Nature Publishing Group UK 2023-11-04 /pmc/articles/PMC10625579/ /pubmed/37925461 http://dx.doi.org/10.1038/s41398-023-02633-w Text en © The Author(s) 2023 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Pike, Alexandra C.
Sharpley, Ann L.
Park, Rebecca J.
Cowen, Philip J.
Browning, Michael
Pulcu, Erdem
Adaptive learning from outcome contingencies in eating-disorder risk groups
title Adaptive learning from outcome contingencies in eating-disorder risk groups
title_full Adaptive learning from outcome contingencies in eating-disorder risk groups
title_fullStr Adaptive learning from outcome contingencies in eating-disorder risk groups
title_full_unstemmed Adaptive learning from outcome contingencies in eating-disorder risk groups
title_short Adaptive learning from outcome contingencies in eating-disorder risk groups
title_sort adaptive learning from outcome contingencies in eating-disorder risk groups
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625579/
https://www.ncbi.nlm.nih.gov/pubmed/37925461
http://dx.doi.org/10.1038/s41398-023-02633-w
work_keys_str_mv AT pikealexandrac adaptivelearningfromoutcomecontingenciesineatingdisorderriskgroups
AT sharpleyannl adaptivelearningfromoutcomecontingenciesineatingdisorderriskgroups
AT parkrebeccaj adaptivelearningfromoutcomecontingenciesineatingdisorderriskgroups
AT cowenphilipj adaptivelearningfromoutcomecontingenciesineatingdisorderriskgroups
AT browningmichael adaptivelearningfromoutcomecontingenciesineatingdisorderriskgroups
AT pulcuerdem adaptivelearningfromoutcomecontingenciesineatingdisorderriskgroups