Published August 15, 2023 | Version Published
Journal Article Open

Neural representations of anxiety in adolescents with anorexia nervosa: a multivariate approach

  • 1. ROR icon Centre for Addiction and Mental Health
  • 2. ROR icon University of California, Los Angeles
  • 3. ROR icon UCLA Health
  • 4. ROR icon California Institute of Technology
  • 5. ROR icon Karolinska University Hospital
  • 6. ROR icon Karolinska Institute
  • 7. ROR icon University of Toronto

Abstract

Anorexia nervosa (AN) is characterized by low body weight, fear of gaining weight, and distorted body image. Anxiety may play a role in the formation and course of the illness, especially related to situations involving food, eating, weight, and body image. To understand distributed patterns and consistency of neural responses related to anxiety, we enrolled 25 female adolescents with AN and 22 non-clinical female adolescents with mild anxiety who underwent two fMRI sessions in which they saw personalized anxiety-provoking word stimuli and neutral words. Consistency in brain response patterns across trials was determined using a multivariate representational similarity analysis (RSA) approach within anxiety circuits and in a whole-brain voxel-wise searchlight analysis. In the AN group there was higher representational similarity for anxiety-provoking compared with neutral stimuli predominantly in prefrontal regions including the frontal pole, medial prefrontal cortex, dorsolateral prefrontal cortex, and medial orbitofrontal cortex, although no significant group differences. Severity of anxiety correlated with consistency of brain responses within anxiety circuits and in cortical and subcortical regions including the frontal pole, middle frontal gyrus, orbitofrontal cortex, thalamus, lateral occipital cortex, middle temporal gyrus, and cerebellum. Higher consistency of activation in those with more severe anxiety symptoms suggests the possibility of a greater degree of conditioned brain responses evoked by personally-relevant emotional stimuli. Anxiety elicited by disorder-related stimuli may activate stereotyped, previously-learned neural responses within- and outside of classical anxiety circuits. Results have implications for understanding consistent and automatic responding to environmental stimuli that may play a role in maintenance of AN.

Copyright and License

© The Author(s) 2023. 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/.

Acknowledgement

This work was supported by the National Institute of Mental Health (NIMH) (grant number: R01MH105662, Feusner).

Funding

Open access funding provided by Karolinska Institute.

Contributions

JDF and MS concepted and designed the study. RS and JDF wrote the first draft of the manuscript. NR, RS, JDF, DSAM, RL, and RT contributed to the statistics and analyses of the paper. All authors worked on the final draft and gave their approval for submission.

Data Availability

The data that support the findings of this study are openly available in the NIMH Data Archive at https://nda.nih.gov/, collection ID 2565

Conflict of Interest

The authors declare no competing interests.

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Additional details

Identifiers

Funding

National Institutes of Health
R01MH105662
Karolinska Institutet