Evidence map›Paper›PMID 41045041›Full record

ArticleEuropean eating disorders review : the journal of the Eating Disorders Association2026

Addressing Heterogeneity in Binge Eating Disorder: A Cluster Analysis Approach Based on Age of Onset, Clinical and Psychopathological Features.

Lucía Camacho-Barcia, Lia T Sánchez-Salido, Jessica Jiménez Del Toro, Roser Granero, Isabel Sánchez, Kim Supit, Nadia Micali, Katrin Elisabeth Giel, Susana Jiménez-Murcia, Stephan Zipfel and 1 more

Abstract read
In one paragraph

Article in European eating disorders review : the journal of the Eating Disorders Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Lucía Camacho-BarciaClinical Psychology Department, Bellvitge University Hospital, Barcelona, Spain.
Lia T Sánchez-SalidoNeuroscience Department, Bellvitge University Hospital, Barcelona, Spain.
Jessica Jiménez Del ToroClinical Psychology Department, Bellvitge University Hospital, Barcelona, Spain.
Roser GraneroPsychoneurobiology of Eating and Addictive Behaviours Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.ORCID https://orcid.org/0000-0001-6308-3198
Isabel SánchezClinical Psychology Department, Bellvitge University Hospital, Barcelona, Spain.
Kim SupitPsychoneurobiology of Eating and Addictive Behaviours Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona, Spain.
Nadia MicaliCenter for Eating and Feeding Disorders Research, Mental Health Services of the Capital Region of Denmark, Psychiatric Centre Ballerup, Ballerup, Denmark.ORCID https://orcid.org/0000-0001-5571-2273
Katrin Elisabeth GielDepartment of Psychosomatic Medicine, University of Tübingen, Tübingen, Germany.
Susana Jiménez-MurciaClinical Psychology Department, Bellvitge University Hospital, Barcelona, Spain.
Stephan ZipfelDepartment of Psychosomatic Medicine, University of Tübingen, Tübingen, Germany.
Fernando Fernández-ArandaClinical Psychology Department, Bellvitge University Hospital, Barcelona, Spain.

Funding

AGAUR-Generalitat de Catalunya 2021-SGR-00824Horizon Europe Framework Programme GA 101080219Instituto de Salud Carlos III CD22/00171Ministry of Science and Innovation, Spain FORT23/00032
6 · The paper itself

Abstract

objectiveThis study investigates clinical heterogeneity in patients with binge eating disorder (BED) and its association with treatment outcomes.

methodsA two-step cluster analysis was conducted on a clinical sample of 196 BED patients, using an agglomerative hierarchical procedure based on both categorical and quantitative measures-psychopathological symptoms, personality traits, emotional dysregulation, body composition, and food addiction. A subsequent comparison between clusters assessed therapy outcomes.

resultsTwo distinct clusters emerged: C1 (n = 77) and C2 (n = 119). C2 patients exhibited a more dysfunctional profile, marked by more frequent binge episodes, higher eating psychopathology, greater emotion regulation difficulties, higher impulsivity levels, worse psychopathological state, higher food addiction levels, and personality traits reflecting greater harm avoidance and lower self-directedness and cooperativeness. While clusters did not differ by age, C2 had earlier age of onset and longer duration of the disorder. In contrast, C1 showed a more functional profile, later age of onset, lower total body fat mass, and better treatment outcomes.

conclusionThese findings highlight heterogeneity in BED, particularly regarding age of onset and associated clinical features, which may influence treatment response. The results suggest the need for distinct treatment strategies and more personalised therapeutic approaches tailored to patient subtypes.

Indexed as

Binge-Eating DisorderPersonalityAdultAge of OnsetCluster AnalysisFemaleHumansMaleMiddle AgedYoung Adultage of onsetbinge eating disordercluster analysisobesitytreatment outcome

Identifiers

PMID41045041
PMCPMC12862537

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.