Feasibility and preliminary validation of the LIBRA model among those with mild TBI

PURPOSE/OBJECTIVE: Methods are needed to evaluate the influence of risk factors on post-injury brain health among those with mild traumatic brain injury (mTBI). We employed an existing model, the LIfestyle for BRAin Health (LIBRA), to demonstrate feasibility and establish initial validation with mTBI cohorts. RESEARCH METHOD/DESIGN: Analyses of data from 17 civilians with acute mTBI (longitudinal) and 92 male United States Veterans with historical mTBI (cross-sectional). LIBRA scores were constructed; a higher score indicates greater risk to brain health. We also evaluated score distributions, the prevalence of LIBRA factors, and associations with non-LIBRA risk factors (initial validation). RESULTS: Among those with acute mTBI (longitudinal), the mean ± standard deviation LIBRA score across all time points was 2.34 ± 3.19 (range -1.0 to +11.1). Individual scores were relatively stable across time, with some variability in physical activity and alcohol use. In Veterans with historical mTBI (cross-sectional), the mean LIBRA score was 3.92 ± 2.64 (range -1.0 to +10.3). The most prevalent risk factors were obesity and lifetime history of smoking followed by current depression. Initial validation findings were mixed. CONCLUSIONS/IMPLICATIONS: Differences in LIBRA scores and other drivers of risk (non-LIBRA) across two mTBI cohorts (acute, historical) support the feasibility of implementation among those with a history of mTBI.

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Publication Details

Journal
Brain Injury
Published
2026-09-29
DOI
https://doi.org/10.1080/02699052.2026.2728032
Primary Topic
Traumatic Brain Injury Research
Type
article
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article

Feasibility and preliminary validation of the LIBRA model among those with mild TBI

Susan Moore Mingils, Jason Brian Gibbons, Lisa Anne Brenner, Andrew J. Hoisington et al.
Brain Injury
Traumatic Brain Injury Research
article

Feasibility and preliminary validation of the LIBRA model among those with mild TBI

Susan Moore Mingils, Jason Brian Gibbons, Lisa Anne Brenner, Andrew J. Hoisington, Christopher E. Stamper, Christopher A. Lowry, Matthew J. Igo, Kelly A. Stearns‐Yoder, Molly E. Penzenik, Kévin Beck
article en

Abstract

PURPOSE/OBJECTIVE: Methods are needed to evaluate the influence of risk factors on post-injury brain health among those with mild traumatic brain injury (mTBI). We employed an existing model, the LIfestyle for BRAin Health (LIBRA), to demonstrate feasibility and establish initial validation with mTBI cohorts. RESEARCH METHOD/DESIGN: Analyses of data from 17 civilians with acute mTBI (longitudinal) and 92 male United States Veterans with historical mTBI (cross-sectional). LIBRA scores were constructed; a higher score indicates greater risk to brain health. We also evaluated score distributions, the prevalence of LIBRA factors, and associations with non-LIBRA risk factors (initial validation). RESULTS: Among those with acute mTBI (longitudinal), the mean ± standard deviation LIBRA score across all time points was 2.34 ± 3.19 (range -1.0 to +11.1). Individual scores were relatively stable across time, with some variability in physical activity and alcohol use. In Veterans with historical mTBI (cross-sectional), the mean LIBRA score was 3.92 ± 2.64 (range -1.0 to +10.3). The most prevalent risk factors were obesity and lifetime history of smoking followed by current depression. Initial validation findings were mixed. CONCLUSIONS/IMPLICATIONS: Differences in LIBRA scores and other drivers of risk (non-LIBRA) across two mTBI cohorts (acute, historical) support the feasibility of implementation among those with a history of mTBI.

Brain Injury
United States Department of Veterans Affairs (US), Harvard University (US), University of Colorado Boulder (US), Veterans Health Administration (US), Wright-Patterson Air Force Base (US), VA New Jersey Health Care System (US), VA Eastern Colorado Health Care System (US), Department of Veterans Affairs (AU), University of Colorado Anschutz Medical Campus (US)
Good health and well-being
Openalex Percentile: Top 11%
Traumatic Brain Injury Research
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