Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Psychiatry

Sec. Psychological Therapy and Psychosomatics

Volume 16 - 2025 | doi: 10.3389/fpsyt.2025.1624474

Feasibility of the Development and Psychometric Properties of a Standardized Screening Instrument for Mental Disorders in Patients with Suspected Rare Diseases: Results of the ZSE-DUO Study

Provisionally accepted
Lilly  Sophia BrandstetterLilly Sophia Brandstetter1*Kathrin  UngethümKathrin Ungethüm1,2Peter  U HeuschmannPeter U Heuschmann1,2,3Lisa  PfisterLisa Pfister4Jürgen  DeckertJürgen Deckert5,6Martina  De ZwaanMartina De Zwaan7Oliver  TüscherOliver Tüscher8Stefanie  WittStefanie Witt9Christian  KrauthChristian Krauth10Alexandra  BergerAlexandra Berger11Mark  BerneburgMark Berneburg12Anna  DeibeleAnna Deibele13Jan  Dieris-HircheJan Dieris-Hirche14Gereon  HeuftGereon Heuft15Christiane  ImhofChristiane Imhof16Jörg  SchulzJörg Schulz17,18Stephan  ZipfelStephan Zipfel19Helge  HebestreitHelge Hebestreit20,4Kirsten  HaasKirsten Haas1ZSE-DUO Working Group  ZSE-DUO Working GroupZSE-DUO Working Group ZSE-DUO Working Group21
  • 1Institute for Clinical Epidemiology and Biometry, Julius Maximilian University of Würzburg, Würzburg, Germany
  • 2Institute for medical Data Science, University Hospital Würzburg, Würzburg, Germany
  • 3University Hospital Würzburg, Clinical Trial Centre Würzburg, Würzburg, Germany
  • 4Centre for Rare Diseases, University Hospital Würzburg, Würzburg, Germany
  • 5Clinical Trial Centre Würzburg, University Hospital Würzburg, Würzburg, Germany
  • 6University Hospital Würzburg, Department of Psychiatry, Psychosomatics and Psychotherapy, Würzburg, Germany
  • 7Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
  • 8Department of Psychiatry and Psychotherapy, University Medical Center Mainz, Mainz, Germany
  • 9Center for Psychosocial Medicine, Department of Medical Psychology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
  • 10Centre for Health Economics Research Hannover and Institute for Epidemiology, Social Medicine and Health Systems Research, Hannover Medical School, Hannover, Germany
  • 11Frankfurt Reference Centre for Rare Diseases, University Hospital Frankfurt, Goethe-University Frankfurt, Frankfurt, Germany
  • 12Centre for Rare Diseases Regensburg, University Hospital Regensburg, Regensburg, Germany
  • 13Department of Psychosomatic Medicine and Psychotherapy, University Hospital Magdeburg, Magdeburg, Germany
  • 14Department of Psychosomatic Medicine and Psychotherapy, LWL-University Hospital, Ruhr University Bochum, Bochum, Germany
  • 15Department of Psychosomatic Medicine Und Psychotherapy, University Hospital Münster, Münster, Germany
  • 16Department of Psychosomatic Medicine and Psychotherapy, Ulm University Medical Center, Ulm, Germany
  • 17Department of Neurology, RWTH Aachen University, Aachen, Germany
  • 18Center for Rare Diseases, Medical Faculty, RWTH Aachen University, Aachen, Germany
  • 19Department of Psychosomatic Medicine and Psychotherapy, University of Tübingen, Tübingen, Germany
  • 20University Hospital Würzburg, Department of Pediatrics, Würzburg, Germany
  • 21Members of the working group are listed in the Supplement table 1, Würzburg, Germany

The final, formatted version of the article will be published soon.

Introduction Patients presenting in Centres for Rare Diseases (CRD) show complex symptoms, requiring multiprofessional expertise. Many patients suffer from unnoticed mental disorders. Currently, mental health experts (MHE) are rarely involved in the diagnostic process. The aim of this study was to test the feasibility of developing a new short screening instrument for mental disorders and to test its predictive value. Methods Data were derived from 1300 adult patients participating in ZSE-DUO (Dual guidance structure in Centres for Rare Diseases), a multicentre study in 11 CRD (funding by G-BA, Grant 01NVF17031), evaluating the benefit of involving a MHE in the diagnostic process. Patients completed standardized questionnaires on anxiety (GAD-7), depression (PHQ-9), dissociation (DSS-4), psychopathology (SCL-K-9) and quality of life (SF-12, EQ-5D-5L) prior to and during their first CRD visit as part of the routine assessment necessary for a first contact at a CRD. Explorative factor analysis (EFA) was performed for item reduction. Reliability of the factor structure was assessed by Cronbach's α. Model fit was tested using confirmatory factor analysis (CFA). The predictive value of the new screening instrument was tested by calculating a receiver operating characteristic (ROC) curve using the diagnoses from the MHE. Results The extracted 18-item model had a 4-factor structure with acceptable to high reliability. The extracted mental health dimensions were: (1) anxiety and depression, (2) mobility and activities of daily living, (3) energy or fatigue, and (4) dissociation. Excluding the dimension 'dissociation' (well assessed by the DSS-4 separately), a summary score was calculated ranging from 0-45, with the lowest score representing the best mental health. In the CFA, the model fit indices for the extracted factor structure

Keywords: Rare Diseases, Mental Health, Questionnaire Development, Screening instrument, confirmatory factor analysis

Received: 07 May 2025; Accepted: 16 Oct 2025.

Copyright: © 2025 Brandstetter, Ungethüm, Heuschmann, Pfister, Deckert, De Zwaan, Tüscher, Witt, Krauth, Berger, Berneburg, Deibele, Dieris-Hirche, Heuft, Imhof, Schulz, Zipfel, Hebestreit, Haas and ZSE-DUO Working Group. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Lilly Sophia Brandstetter, lilly.brandstetter@uni-wuerzburg.de

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.