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The interplay between psychopathological symptoms: transdiagnostic cross-lagged panel network model
UnYoung Chavez-Baldini1, Karin Verweij1, Derek de Beurs2
1Department of Psychiatry, Amsterdam University Medical Center, University of Amsterdam, The Netherlands.
Psychopathology symptoms interact dynamically over time, challenging diagnostic categories. Negative self-view emerged as a key transdiagnostic outcome, particularly linked to suicidal ideation.
Area of Science:
- Psychiatry
- Network Analysis
- Longitudinal Studies
Background:
- Psychopathology is increasingly viewed as a network of interacting symptoms.
- Understanding these dynamic symptom interactions is crucial for transdiagnostic approaches.
Purpose of the Study:
- To examine longitudinal symptom relationships in a transdiagnostic psychiatric sample.
- To identify key predictors and outcomes within a symptom network.
Main Methods:
- A two-wave, cross-lagged panel network model was used.
- 15 symptom nodes (depression, anxiety, psychotic) from 222 patients were analyzed over 1 year.
- Centrality indices identified influential symptoms.
Main Results:
- Suicidal ideation predicted negative self-view; social anxiety symptoms were self-reinforcing.
- Negative self-view was the most predictable symptom (highest 'in-expected influence').
- Negative self-view may be a critical transdiagnostic outcome.
Conclusions:
- Symptom interactions transcend traditional diagnostic boundaries.
- Self-view acts as a transdiagnostic outcome, interacting significantly with suicidal ideation.
- This highlights the dynamic complexity of psychopathology and the need for longitudinal, cross-disorder research.
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