On-field monitoring of head impacts, combined with finite element (FE) biomechanical simulation, allow for predictions of regional strain associated with a diagnosed concussion. However, attempts to correlate these predictions with in vivo measures of brain injury have not been published. This article reports an approach to and preliminary results from the correlation of subject-specific FE model-predicted regions of high strain associated with diagnosed concussion and diffusion tensor imaging to assess changes in white matter integrity in the corpus callosum (CC). Ten football and ice hockey players who wore instrumented helmets to record head impacts sustained during play completed high field magnetic resonance imaging preseason and within 10 days of a diagnosed concussion. The Dartmouth Subject-Specific FE Head model was used to generate regional predictions of strain and strain rate following each impact associated with concussion. Maps of change in fractional anisotropy (FA) and median diffusivity (MD) were generated for the CC of each athlete to correlate strain with change in FA and MD. Mean and maximum strain rate correlated with change in FA (Spearman rho = 0.77, p = 0.01; 0.70, p = 0.031), and there was a similar trend for mean and maximum strain (0.56, p = 0.10; 0.6, p = 0.07), as well as for maximum strain with change in MD (-0.63, p = 0.07). Change in MD correlated with injury-to-imaging interval (rho = -0.80, p = 0.006) but change in FA did not (rho = 0.18, p = 0.62). These results provide preliminary confirmation that model-predicted strain and strain rate in the CC correlate with changes in indices of white matter integrity.
机构:
Brigham Young Univ, Dept Psychol, Provo, UT 84602 USA
Brigham Young Univ, Dept Neurosci, Provo, UT 84602 USA
Univ Utah, Dept Psychiat, Salt Lake City, UT USA
Univ Utah, Inst Brain, Salt Lake City, UT USATexas Childrens Hosp, EB Singleton Dept Diagnost Imaging, Houston, TX 77030 USA
机构:
Brown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Rhode Isl Hosp, Providence, RI 02903 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Crisco, Joseph J.
Fiore, Russell
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Brown Univ, Dept Athlet & Phys Educ, Providence, RI 02903 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Fiore, Russell
Beckwith, Jonathan G.
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机构:
Simbex, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Beckwith, Jonathan G.
Chu, Jeffrey J.
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机构:
Simbex, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Chu, Jeffrey J.
Brolinson, Per Gunnar
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机构:
Edward Via Virginia Coll Osteopath Med, Blacksburg, VA USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Brolinson, Per Gunnar
Duma, Stefan
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机构:
Virginia Tech Wake Forest, Ctr Injury Biomech, Blacksburg, VA USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Duma, Stefan
McAllister, Thomas W.
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机构:
Dartmouth Hitchcock Med Sch, Dept Psychiat & Neurol, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
McAllister, Thomas W.
Duhaime, Ann-Christine
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Dartmouth Hitchcock Med Ctr, Hanover, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Duhaime, Ann-Christine
Greenwald, Richard M.
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机构:
Simbex, Lebanon, NH USA
Dartmouth Coll, Thayer Sch Engn, Hanover, NH 03755 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
机构:
Brigham Young Univ, Dept Psychol, Provo, UT 84602 USA
Brigham Young Univ, Dept Neurosci, Provo, UT 84602 USA
Univ Utah, Dept Psychiat, Salt Lake City, UT USA
Univ Utah, Inst Brain, Salt Lake City, UT USATexas Childrens Hosp, EB Singleton Dept Diagnost Imaging, Houston, TX 77030 USA
机构:
Brown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Rhode Isl Hosp, Providence, RI 02903 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Crisco, Joseph J.
Fiore, Russell
论文数: 0引用数: 0
h-index: 0
机构:
Brown Univ, Dept Athlet & Phys Educ, Providence, RI 02903 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Fiore, Russell
Beckwith, Jonathan G.
论文数: 0引用数: 0
h-index: 0
机构:
Simbex, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Beckwith, Jonathan G.
Chu, Jeffrey J.
论文数: 0引用数: 0
h-index: 0
机构:
Simbex, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Chu, Jeffrey J.
Brolinson, Per Gunnar
论文数: 0引用数: 0
h-index: 0
机构:
Edward Via Virginia Coll Osteopath Med, Blacksburg, VA USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Brolinson, Per Gunnar
Duma, Stefan
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech Wake Forest, Ctr Injury Biomech, Blacksburg, VA USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Duma, Stefan
McAllister, Thomas W.
论文数: 0引用数: 0
h-index: 0
机构:
Dartmouth Hitchcock Med Sch, Dept Psychiat & Neurol, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
McAllister, Thomas W.
Duhaime, Ann-Christine
论文数: 0引用数: 0
h-index: 0
机构:
Dartmouth Hitchcock Med Ctr, Hanover, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Duhaime, Ann-Christine
Greenwald, Richard M.
论文数: 0引用数: 0
h-index: 0
机构:
Simbex, Lebanon, NH USA
Dartmouth Coll, Thayer Sch Engn, Hanover, NH 03755 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA