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Published on: December 15, 2023
Evaluating the Evidence for Brain-Based Biotypes of Psychiatric Vulnerability in the Acute Aftermath of Trauma
Ziv Ben-Zion1, Tobias R Spiller1, Jackob N Keynan1
1Yale School of Medicine (Ben-Zion, Spiller, Levy, Harpaz-Rotem) and Wu Tsai Institute and Department of Psychology (Levy, Harpaz-Rotem), Yale University, New Haven; U.S. Department of Veterans Affairs National Center for PTSD Clinical Neuroscience Division, VA Connecticut Healthcare System, West Haven (Ben-Zion, Spiller, Harpaz-Rotem); Sagol Brain Institute, Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center (Ben-Zion, Shalev, Hendler), Sagol School of Neuroscience (Ben-Zion, Hendler), and Faculty of Social Sciences and Sackler Faculty of Medicine (Hendler), Tel Aviv University, Tel Aviv, Israel; Department of Consultation-Liaison Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Zurich (Spiller); Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford (Keynan); School of Psychological Sciences and Integrated Brain and Behavior Research Center, University of Haifa, Haifa, Israel (Admon); Department of Psychiatry, College of Medicine, Texas A&M University, College Station (Liberzon); Department of Psychiatry, NYU Grossman School of Medicine, New York (Shalev).
Objective:
The weak link between subjective symptom-based diagnostic methods for posttraumatic psychopathology and objectively measured neurobiological indices forms a barrier to the development of effective personalized treatments. To overcome this problem, recent studies have aimed to stratify psychiatric disorders by identifying consistent subgroups based on objective neural markers. Along these lines, a promising 2021 study by Stevens et al. identified distinct brain-based biotypes associated with different longitudinal patterns of posttraumatic symptoms. Here, the authors conducted a conceptual nonexact replication of that study using a comparable data set from a multimodal longitudinal study of recent trauma survivors.
Methods:
A total of 130 participants (mean age, 33.61 years, SD=11.21; 48% women) admitted to a general hospital emergency department following trauma exposure underwent demographic, clinical, and neuroimaging assessments 1, 6, and 14 months after trauma. All analyses followed the pipeline outlined in the original study and were conducted in collaboration with its authors.
Results:
Task-based functional MRI conducted 1 month posttrauma was used to identify four clusters of individuals based on profiles of neural activity reflecting threat and reward reactivity. These clusters were not identical to the previously identified brain-based biotypes and were not associated with prospective symptoms of posttraumatic psychopathology.
Conclusions:
Overall, these findings suggest that the original brain-based biotypes of trauma resilience and psychopathology may not generalize to other populations. Thus, caution is warranted when attempting to define subtypes of psychiatric vulnerability using neural indices before treatment implications can be fully realized. Additional replication studies are needed to identify more stable and generalizable neuroimaging-based biotypes of posttraumatic psychopathology.
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