1. Exploring latent clusters in pediatric OCD based on symptoms, severity, age, gender, and comorbidity.
- Author
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Smárason O, Selles RR, Højgaard DRMA, Best JR, Melin K, Ivarsson T, Thomsen PH, Weidle B, McBride NM, Storch EA, Geller D, Wilhelm S, Farrell LJ, Waters AM, Mathieu S, Soreni N, Stewart SE, and Skarphedinsson G
- Subjects
- Humans, Female, Male, Adolescent, Child, Psychiatric Status Rating Scales, Cluster Analysis, Sex Factors, Age Factors, Obsessive-Compulsive Disorder epidemiology, Obsessive-Compulsive Disorder diagnosis, Comorbidity, Severity of Illness Index
- Abstract
Given diverse symptom expression and high rates of comorbid conditions, the present study explored underlying commonalities among OCD-affected children and adolescents to better conceptualize disorder presentation and associated features. Data from 830 OCD-affected participants presenting to OCD specialty centers was aggregated. Dependent mixture modeling was used to examine latent clusters based on their age- and gender adjusted symptom severity (as measured by the Children's Yale-Brown Obsessive-Compulsive Scale; CY-BOCS), symptom type (as measured by factor scores calculated from the CY-BOCS symptom checklist), and comorbid diagnoses (as assessed via diagnostic interviews). Fit statistics favored a four-cluster model with groups distinguished primarily by symptom expression and comorbidity type. Fit indices for 3-7 cluster models were only marginally different and characteristics of the clusters remained largely stable between solutions with small clusters of distinct presentations added in more complex models. Rather than identifying a single classification system, the findings support the utility of integrating dimensional, developmental, and transdiagnostic information in the conceptualization of OCD-affected children and adolescents. Identified clusters point to the centrality of contamination concerns to OCD, relationships between broader symptom expression and higher levels of comorbidity, and the potential for complex/neurodevelopmental presentations., Competing Interests: Declarations. Conflict of interest: Dr. Selles has served as a consultant and Scientific Advisory Committee Member for AnxietyCanada. Dr. Thomsen has served on the Advisory Board for the Tryg Foundation and has received speaking honoraria from Medice and Shire within the last three years. Dr. Storch has received research support from the National Institutes of Health (NIH), the Agency for Healthcare Research and Quality, the International OCD Foundation, the Ream Foundation, Greater Houston Community Foundation, and the Texas Higher Education Coordinating Board. He has received royalties from Elsevier Publications, Springer Publications, American Psychological Association, Wiley, Inc, and Lawrence Erlbaum. He has served on the Speaker’s Bureau and Scientific Advisory Board for the International OCD Foundation. He is a consultant for Biohaven and Brainsway. He has received research support from the McIngvale Presidential Endowed Chair. Dr. Geller has received grant support from NIH, book honorarium from the American Academy of Child and Adolescent Psychiatry, and speaking honoraria for Advanced Institute lectures from the American Academy of Child and Adolescent Psychiatry and Massachusetts General Hospital Psychiatry Academy in educational programs supported through independent medical education grants from pharmaceutical companies. He has received funding from Neurocrine Bioscience and Biohaven Pharmaceuticals. Dr. Wilhelm has received grant support from NIH, International OCD Foundation and the Tourette Association of America. She is a presenter for the Massachusetts General Hospital Psychiatry Academy in educational programs supported through independent medical education grants from pharmaceutical companies; she has received royalties from Elsevier Publications, Guilford Publications, New Harbinger Publications, Springer, and Oxford University Press. Dr. Wilhelm has also received speaking honoraria from various academic institutions and foundations, including the International OCD Foundation, Tourette Association of America, and Brattleboro Retreat. In addition, she received payments from the Association for Behavioral and Cognitive Therapies for her role as Associate Editor for the Behavior Therapy journal, as well as from John Wiley & Sons, Inc. for her role as Associate Editor on the journal Depression & Anxiety. Dr. Wilhelm has also received honoraria from One-Mind for her role in PsyberGuide Scientific Advisory Board. Dr. Wilhelm is also on the Scientific Advisory Board for Koa Health and Noom. Dr. Wilhelm has received salary support from Novartis and research support from Koa Health. Dr. Soreni has received grants and research funding from the Canadian Institutes of Health Research, HAHSO Hamilton and the Ontario Brain Institute. Dr. Soreni has been the recipient of an investigator-initiated operating grant from Lundbeck, LLC. He has served on the scientific committee of the Anxiety and Depression Association of America. Dr. Stewart has received grants and research funding from the Anxiety Disorders Association of America, the Canadian Institutes of Health Research, the American Academy of Child and Adolescent Psychiatry, and the Michael Smith Foundation for Health Research. She has received honoraria from Aarhus University for service as an external examiner as well as speaking honoraria from Yale University and from the National Institutes of Mental Health and Neurosciences. She has served as a member of the Scientific and Clinical Advisory Board of the International OCD Foundation and the Scientific Advisory Board of AnxietyCanada. Drs. Skarphedinsson, Højgaard, Ivarsson, Farrell, Waters, Mathieu, Soreni, McBride and Smárason report no biomedical financial interests or potential conflicts of interest., (© 2024. Springer-Verlag GmbH Germany, part of Springer Nature.)
- Published
- 2024
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