Emerging Patterns of Mental Health Comorbidities Among Those With Blast or Blunt Mechanism TBI: Leveraging Total Brain Diagnostics Data

OBJECTIVE: Traumatic brain injury (TBI) is associated with postinjury mental health (MH) sequelae, yet associations between injury-related risk factors (eg, injury mechanism, multiple injuries) and outcomes remain poorly understood. We leveraged a newly harmonized national dataset to evaluate relationships between TBI characteristics and MH outcomes. DATA SOURCES: We analyzed data from the Total Brain Diagnostics (TBD) dataset, a harmonized data source including 2 large, multisite, longitudinal prospective cohort studies: the Long-term Impact of Military-relevant Brain Injury Consortium's (LIMBIC) and the Translational Research Center for TBI and Stress Disorders (TRACTS). PARTICIPANTS: Veterans and Service Members (n = 3771). DESIGN: Pooled cross-sectional analyses of harmonized data. MAIN MEASURES: TBI Characteristics (Predictors): Number of TBIs, whether the participant had experienced a blast-related TBI, and whether the participant had experienced loss of consciousness secondary to a TBI. Mental Health Conditions/Symptoms (Outcomes): Probable post-traumatic stress disorder (PTSD), probable depression, probable anxiety, suicidal ideation, suicide attempts, and probable unhealthy alcohol use. RESULTS: Blast TBI was associated with greater odds of probable PTSD (OR 1.85, P < .001, 95% CI: 1.57-2.17), probable depression (OR 1.66, P < .001, 95% CI: 1.42-1.95), and probable anxiety (OR 1.73, P < .001, 95% CI: 1.45-2.05) compared with blunt TBI. Post-hoc analyses suggested differences in the frequency of co-occurring MH outcomes among those with blast versus blunt TBIs. CONCLUSIONS: Findings suggest unique MH outcomes driven by blast injury mechanism, highlighting potential differences in underlying etiology.

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Publication Details

Journal
Journal of Head Trauma Rehabilitation
Published
2026-10-13
DOI
https://doi.org/10.1097/htr.0000000000001214
Primary Topic
Traumatic Brain Injury Research
Type
article
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article

Emerging Patterns of Mental Health Comorbidities Among Those With Blast or Blunt Mechanism TBI: Leveraging Total Brain Diagnostics Data

William Milberg, Molly J. Sullan, William Baker‐Robinson, Adam R. Kinney et al.
Journal of Head Trauma Rehabilitation
Traumatic Brain Injury Research
article

Emerging Patterns of Mental Health Comorbidities Among Those With Blast or Blunt Mechanism TBI: Leveraging Total Brain Diagnostics Data

William Milberg, Molly J. Sullan, William Baker‐Robinson, Adam R. Kinney, David X. Cifu, Maya O'Neil, Catherine B. Fortier, Sara Vlajic, Kate Clauss, Lisa A. Brenner, Ryan Holliday
article en

Abstract

OBJECTIVE: Traumatic brain injury (TBI) is associated with postinjury mental health (MH) sequelae, yet associations between injury-related risk factors (eg, injury mechanism, multiple injuries) and outcomes remain poorly understood. We leveraged a newly harmonized national dataset to evaluate relationships between TBI characteristics and MH outcomes. DATA SOURCES: We analyzed data from the Total Brain Diagnostics (TBD) dataset, a harmonized data source including 2 large, multisite, longitudinal prospective cohort studies: the Long-term Impact of Military-relevant Brain Injury Consortium's (LIMBIC) and the Translational Research Center for TBI and Stress Disorders (TRACTS). PARTICIPANTS: Veterans and Service Members (n = 3771). DESIGN: Pooled cross-sectional analyses of harmonized data. MAIN MEASURES: TBI Characteristics (Predictors): Number of TBIs, whether the participant had experienced a blast-related TBI, and whether the participant had experienced loss of consciousness secondary to a TBI. Mental Health Conditions/Symptoms (Outcomes): Probable post-traumatic stress disorder (PTSD), probable depression, probable anxiety, suicidal ideation, suicide attempts, and probable unhealthy alcohol use. RESULTS: Blast TBI was associated with greater odds of probable PTSD (OR 1.85, P < .001, 95% CI: 1.57-2.17), probable depression (OR 1.66, P < .001, 95% CI: 1.42-1.95), and probable anxiety (OR 1.73, P < .001, 95% CI: 1.45-2.05) compared with blunt TBI. Post-hoc analyses suggested differences in the frequency of co-occurring MH outcomes among those with blast versus blunt TBIs. CONCLUSIONS: Findings suggest unique MH outcomes driven by blast injury mechanism, highlighting potential differences in underlying etiology.

Journal of Head Trauma Rehabilitation
VA Portland Health Care System (US)
Openalex Percentile: Top 13%
Traumatic Brain Injury Research
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