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Identifying PTSD symptom typologies: A latent class analysis
Sarah B Campbell1, Benjamin Trachik2, Simon Goldberg3
1VA Puget Sound Health Care System - Seattle Division, 1660 S. Columbian Way, Seattle WA, 98108, United States; University of Washington Department of Health Services, 1959 NE Pacific St, Magnuson Health Sciences Center, Room H-680, Box 357660, Seattle, WA, 98195-7660.
Researchers identified four distinct Posttraumatic Stress Disorder (PTSD) symptom types in American adults using Latent Class Analysis. These PTSD typologies may aid in developing personalized medicine approaches for diagnosis and treatment.
Area of Science:
- Psychiatry
- Psychology
- Epidemiology
Background:
- Posttraumatic Stress Disorder (PTSD) diagnosis involves heterogeneous symptom presentations.
- Simplifying PTSD symptom clusters may offer clinical utility for diagnosis and treatment.
- The Diagnostic and Statistical Manual of Mental Disorders, 5th edition (DSM-5) outlines PTSD criteria.
Purpose of the Study:
- To identify distinct PTSD symptom typologies in a nationally representative sample of American adults.
- To examine demographic, trauma-related, and psychiatric characteristics associated with each identified PTSD class.
- To explore the clinical utility of PTSD symptom heterogeneity for personalized medicine.
Main Methods:
- Latent Class Analysis (LCA) was used to identify PTSD symptom typologies.
- Data were drawn from a nationally representative sample of American adults (n=2,365) with lifetime DSM-5 PTSD diagnoses.
- Linear and logistic regressions were employed to analyze class-associated characteristics.
Main Results:
- A four-class solution for DSM-5 PTSD was identified: Dysphoric (23.8%), Threat-Reactivity (26.1%), High Symptom (33.7%), and Low Symptom (16.3%).
- Significant distinctions were found between classes regarding socioeconomic impairment, trauma exposure, comorbid diagnoses, and demographics.
- These findings contrast with prior LCAs using DSM-IV-TR criteria.
Conclusions:
- The study identified four distinct PTSD symptom typologies based on DSM-5 criteria.
- These typologies show varying associations with demographic, trauma, and psychiatric factors.
- Findings support the development of personalized medicine strategies for PTSD diagnosis and treatment.
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