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Updated: Sep 13, 2025

Development of an Uncomplicated Mild Traumatic Brain Injury Model Modified by Weight-Drop Method and Evidenced by Magnetic Resonance Imaging
Published on: April 11, 2025
Factors Associated With Cardiovascular Mortality After Complicated Mild to Severe Traumatic Brain Injury (TBI): A TBI
Shanti M Pinto1,2, Bhaskar Thakur1,2, Raj G Kumar1,2
1Author Affiliations: Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, Dallas, TX (Drs Pinto, Thakur, Bell); Department of Family and Community Medicine, Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX (Dr Thakur); Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, (Drs Kumar, Hicks); Jefferson Moss Rehabilitation Research Institute, Elkins Park, PA, (Drs Venkatesan, Rabinowitz); Department of Rehabilitation Medicine, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA (Drs Venkatesan, Rabinowitz); Baylor Scott & White Research Institute, Dallas, TX (Dr Driver); Baylor Scott & White Institute for Rehabilitation, Dallas, TX (Dr Driver); Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX (Dr Ding); Drucker Brain Injury Center, Jefferson Moss-Magee Rehabilitation, Elkins Park, PA (Dr Watanabe); Department of Physical Medicine & Rehabilitation, Virginia Commonwealth University, Richmond, VA (Dr Walker); Department of Physical Medicine & Rehabilitation, Richmond VA Medical Center, Central Virginia VA Health Care System, Richmond, VA (Dr Walker); Department of Physical Medicine & Rehabilitation, Indiana University School of Medicine, Indianapolis, IN (Dr Katta-Charles); Brain Injury Rehabilitation, Rehabilitation Hospital of Indiana, Indianapolis, IN (Dr Katta-Charles); Department of Physical Medicine & Rehabilitation, University of Missouri, Columbia, MO (Dr Zafonte).
Objective:
To characterize factors associated with death due to cardiovascular causes following complicated mild to severe traumatic brain injury (TBI).
Setting:
Chart review or telephonic interviews.
Participants:
Participants enrolled in the TBI Model Systems database.
Design:
Retrospective.
Main Measures:
Primary cause of death due to cardiovascular causes coded with ICD-9 codes 390-459 or ICD-10 codes 100-199 (diseases of the circulatory system) on death certificates. A competing risk cause-specific Cox proportional hazards regression analysis was completed to identify demographic and injury-related factors associated with increased risk of cardiovascular-related mortality.
Results:
Overall, 15 370 participants were included. Overall, 2,770 (18.0%) individuals died, of which 595 (21.5%) died due to cardiovascular-related causes. Those who died due to cardiovascular causes were older (hazard ratio [HR] 1.08, 95% 1.07-1.09, P <.001), more likely to be male (HR 1.84, 95% CI 1.50-2.26, P <.001), divorced (HR 1.63, 95% CI 1.20-2.23, P = .002), and had lower functional independence measure motor scores (HR 0.99, 95% CI 0.98-0.99, P <.001). Individuals who identified as Asian/Pacific Islander (HR 0.21, 95% CI 0.08-0.55, P = .002), were employed (HR 0.65, 95% CI 0.46-0.90, P = .010), had private insurance (HR 0.77, 95% CI 0.60-0.99, P = .043), and had post-traumatic amnesia (PTA) duration >30 days (HR 0.71, 95% CI 0.55-0.92, P = .010) were less likely to die due to cardiovascular causes. Alcohol or drug use and education level were not significantly associated with death due to cardiovascular causes.
Conclusion:
Over 1 in 5 deaths following TBI were due to cardiovascular causes. Older age, male sex, being divorced, and having lower FIM motor scores are risk factors, whereas being employed, having private health insurance, and PTA >30 days are protective factors for cardiovascular mortality.

