The network structure of mania symptoms differs between people with and without binge eating

Davies, Helena L., Peel, Alicia J., Mundy, Jessica, Monssen, Dina, Kakar, Saakshi, Davies, Molly R., Adey, Brett N., Armour, Chérie, Kalsi, Gursharan, Lin, Yuhao, Marsh, Ian, Rogers, Henry C., Walters, James T. R. ORCID: https://orcid.org/0000-0002-6980-4053, Herle, Moritz, Glen, Kiran, Malouf, Chelsea Mika, Kelly, Emily J., Eley, Thalia C., Treasure, Janet, Breen, Gerome and Hübel, Christopher 2023. The network structure of mania symptoms differs between people with and without binge eating. Bipolar Disorders 25 (7) , pp. 592-607. 10.1111/bdi.13355

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Abstract

Objectives: People with bipolar disorder who also report binge eating have increased psychopathology and greater impairment than those without binge eating. Whether this co‐occurrence is related to binge eating as a symptom or presents differently across full‐syndrome eating disorders with binge eating is unclear. Methods: We first compared networks of 13 lifetime mania symptoms in 34,226 participants from the United Kingdom's National Institute for Health and Care Research BioResource with (n = 12,104) and without (n = 22,122) lifetime binge eating. Second, in the subsample with binge eating, we compared networks of mania symptoms in participants with lifetime anorexia nervosa binge‐eating/purging (n = 825), bulimia nervosa (n = 3737), and binge‐eating disorder (n = 3648). Results: People with binge eating endorsed every mania symptom significantly more often than those without binge eating. Within the subsample, people with bulimia nervosa most often had the highest endorsement rate of each mania symptom. We found significant differences in network parameter statistics, including network structure (M = 0.25, p = 0.001) and global strength (S = 1.84, p = 0.002) when comparing the binge eating with no binge‐eating participants. However, network structure differences were sensitive to reductions in sample size and the greater density of the latter network was explained by the large proportion of participants (34%) without mania symptoms. The structure of the anorexia nervosa binge‐eating/purging network differed from the bulimia nervosa network (M = 0.66, p = 0.001), but the result was unstable. Conclusions: Our results suggest that the presence and structure of mania symptoms may be more associated with binge eating as a symptom rather than any specific binge‐type eating disorder. Further research with larger sample sizes is required to confirm our findings.

Item Type:	Article
Date Type:	Publication
Status:	Published
Schools:	Medicine MRC Centre for Neuropsychiatric Genetics and Genomics (CNGG)
Additional Information:	License information from Publisher: LICENSE 1: URL: http://creativecommons.org/licenses/by/4.0/
Publisher:	Wiley
ISSN:	1398-5647
Date of First Compliant Deposit:	13 June 2023
Last Modified:	18 Dec 2023 13:58
URI:	https://orca.cardiff.ac.uk/id/eprint/160333

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