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A Computer-Based Platform for Aiding Clinicians in Eating Disorder Analysis and Diagnosis
Published on: May 10, 2022
A person-centred and data-driven approach to phenotyping anorexia nervosa
Charlotte Bovenberg1,2, Johanna L Keeler3,4, Valentina Cardi3,5
1Centre for Research in Eating and Weight Disorders, Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK. Charlotte.bovenberg@kcl.ac.uk.
Anorexia nervosa (AN) patient subgroups show varied treatment responses. Identifying distinct AN phenotypes is crucial for personalized treatment planning and improving outcomes in this severe psychiatric disorder.
Area of Science:
- Psychiatry
- Clinical Psychology
- Medical Research
Background:
- Anorexia nervosa (AN) is a severe psychiatric disorder with high mortality and significant heterogeneity.
- Current diagnostic subtypes have limited predictive value for illness trajectory or treatment response.
- Understanding distinct AN phenotypes is essential for improving treatment outcomes.
Purpose of the Study:
- To identify distinct anorexia nervosa (AN) phenotypes within a treatment-seeking sample.
- To investigate how these identified phenotypes differ in their response to standard treatment.
Main Methods:
- Latent profile analysis was used on anthropometric and clinical variables from the TRIANGLE study (n=382).
- Phenotypic subgroups of adult patients with AN or atypical AN were identified.
- Linear mixed models (n=370) analyzed differences in depression, anxiety, stress, work/social impairment, BMI, and ED psychopathology over 18 months.
Main Results:
- Four distinct AN profiles emerged, varying in illness duration and symptom severity.
- High-severity, shorter-duration profiles showed significant improvements across most variables.
- Higher-severity profiles generally demonstrated greater treatment response magnitude than lower-severity profiles, with some exceptions.
Conclusions:
- Prognosis in AN is influenced by multiple interacting factors, not single indicators.
- Subtyping and treatment planning for AN should incorporate psychological, social, and functional complexity.
- Recognizing distinct AN phenotypes is key for effective, individualized treatment strategies.
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