Despite clinical symptoms, a large majority of people with mild traumatic brain injury (TBI) have normal computed tomography (CT) and magnetic resonance imaging (MRI) scans. Therefore, present-day neuroimaging tools are insufficient to diagnose or classify low grades of TBI. Advanced neuroimaging techniques, such as diffusion-weighted and functional MRI, may yield novel biomarkers that may aid in the diagnosis of TBI. Therefore, the present study had two aims: first, to characterize the development of MRI-based measures of structural and functional changes in gray and white matter regions from acute to chronic stages after mild and moderate TBI; and second, to identify the imaging markers that can most accurately predict outcome after TBI. To these aims, 52 rats underwent serial functional (resting-state) and structural (T1-, T2-, and diffusion-weighted) MRI before and 1 h, 1 day, 1 week, 1 month and 3-4 months after mild or moderate experimental TBI. All rats underwent behavioral testing. Histology was performed in subgroups of rats at different time points. Early after moderate TBI, axial and radial diffusivities were increased, and fractional anisotropy was reduced in the corpus callosum and bilateral hippocampi, which normalized over time and was paralleled by recovery of sensorimotor function. Correspondingly, histology revealed decreased myelin staining early after TBI, which was not detected at chronic stages. No significant changes in individual outcome measures were detected after mild TBI. However, multivariate analysis showed a significant additive contribution of diffusion parameters in the distinction between control and different grades of TBI-affected brains. Therefore, combining multiple imaging markers may increase the sensitivity for TBI-related pathology.
机构:
Univ Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Univ Pecs, Med Sch, Dept Psychiat & Psychotherapy, Pecs, Hungary
Univ Pecs, Doctoral Sch Clin Neurosci, Med Sch, Pecs, HungaryUniv Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Magyar-Sumegi, Zsofia Dina
Stankovics, Levente
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Univ Pecs, Med Sch, Dept Neurosurg, Pecs, HungaryUniv Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Stankovics, Levente
Lendvai-Emmert, Dominika
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Univ Pecs, Med Sch, Dept Neurosurg, Pecs, HungaryUniv Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Lendvai-Emmert, Dominika
Czigler, Andras
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Univ Pecs, Med Sch, Dept Neurosurg, Pecs, HungaryUniv Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Czigler, Andras
Hegedus, Emoke
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Univ Pecs, Doctoral Sch Clin Neurosci, Med Sch, Pecs, Hungary
Univ Pecs, Med Sch, Dept Anaesthesiol & Intens Therapy, Pecs, HungaryUniv Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Hegedus, Emoke
Csendes, Mark
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Univ Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Univ Pecs, Doctoral Sch Clin Neurosci, Med Sch, Pecs, HungaryUniv Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Csendes, Mark
Toth, Luca
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Univ Pecs, Med Sch, Dept Neurosurg, Pecs, HungaryUniv Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Toth, Luca
Ungvari, Zoltan
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Univ Oklahoma, Hlth Sci Ctr, Dept Neurosurg, Oklahoma City, OK USA
Semmelweis Univ, Doctoral Sch Basic & Translat Med, Dept Publ Hlth, Int Training Program Gerosci, Budapest, HungaryUniv Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Ungvari, Zoltan
Buki, Andras
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Orebro Univ, Fac Med & Hlth, Dept Neurosurg, Orebro, SwedenUniv Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Buki, Andras
Toth, Peter
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机构:
Univ Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
Univ Oklahoma, Hlth Sci Ctr, Dept Neurosurg, Oklahoma City, OK USA
Semmelweis Univ, Doctoral Sch Basic & Translat Med, Dept Publ Hlth, Int Training Program Gerosci, Budapest, Hungary
Univ Pecs, Dept Neurosurg, 2 Ret St, H-7623 Pecs, HungaryUniv Pecs, Med Sch, Dept Neurosurg, Pecs, Hungary
机构:
Brigham Young Univ, Dept Psychol, 22 KMBL, Provo, UT 84093 USABrigham Young Univ, Dept Psychol, 22 KMBL, Provo, UT 84093 USA
Wright, Kacie L.
Hopkins, Ramona O.
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Brigham Young Univ, Dept Psychol, 22 KMBL, Provo, UT 84093 USA
Brigham Young Univ, Neurosci Ctr, Provo, UT 84093 USABrigham Young Univ, Dept Psychol, 22 KMBL, Provo, UT 84093 USA
Hopkins, Ramona O.
Robertson, Frank E.
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Brigham Young Univ, Neurosci Ctr, Provo, UT 84093 USABrigham Young Univ, Dept Psychol, 22 KMBL, Provo, UT 84093 USA
Robertson, Frank E.
Bigler, Erin D.
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Brigham Young Univ, Dept Psychol, 22 KMBL, Provo, UT 84093 USA
Brigham Young Univ, Neurosci Ctr, Provo, UT 84093 USABrigham Young Univ, Dept Psychol, 22 KMBL, Provo, UT 84093 USA
Bigler, Erin D.
Taylor, H. Gerry
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机构:
Ohio State Univ, Dept Pediat, Columbus, OH 43210 USA
Nationwide Childrens Hosp, Abigail Wexner Res Inst, Columbus, OH USABrigham Young Univ, Dept Psychol, 22 KMBL, Provo, UT 84093 USA
Taylor, H. Gerry
Rubin, Kenneth H.
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Univ Maryland, Dept Human Dev & Quantitat Methodol, College Pk, MD 20742 USABrigham Young Univ, Dept Psychol, 22 KMBL, Provo, UT 84093 USA
Rubin, Kenneth H.
Vannatta, Kathryn
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机构:
Ohio State Univ, Dept Pediat, Columbus, OH 43210 USA
Nationwide Childrens Hosp, Abigail Wexner Res Inst, Columbus, OH USABrigham Young Univ, Dept Psychol, 22 KMBL, Provo, UT 84093 USA
Vannatta, Kathryn
Stancin, Terry
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机构:
Case Western Reserve Univ, Dept Pediat, Cleveland, OH 44106 USA
Rainbow Babies & Childrens Hosp, 2101 Adelbert Rd, Cleveland, OH 44106 USABrigham Young Univ, Dept Psychol, 22 KMBL, Provo, UT 84093 USA