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Research ArticleNeuroimaging Physics/Functional Neuroimaging/CT and MRI Technology

Callosal Interhemispheric Communication in Mild Traumatic Brain Injury: A Mediation Analysis on WM Microstructure Effects

Sohae Chung, Tamar Bacon, Joseph F. Rath, Alaleh Alivar, Santiago Coelho, Prin Amorapanth, Els Fieremans, Dmitry S. Novikov, Steven R. Flanagan, Joshua H. Bacon and Yvonne W. Lui
American Journal of Neuroradiology June 2024, 45 (6) 788-794; DOI: https://doi.org/10.3174/ajnr.A8213
Sohae Chung
aFrom the Department of Radiology (S. Chung, A.A., S. Coelho, E.F., D.S.N., Y.W.L.), Center for Advanced Imaging Innovation and Research, NY University Grossman School of Medicine, New York, New York
bDepartment of Radiology (S. Chung, A.A., S. Coehlo, E.F., D.S.N., Y.W.L.), Bernard and Irene Schwartz Center for Biomedical Imaging, NY University Grossman School of Medicine, New York, New York
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Tamar Bacon
cDepartment of Neurology (T.B., J.H.B.), NY University Grossman School of Medicine, New York, New York
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Joseph F. Rath
dDepartment of Rehabilitation Medicine (J.F.R., P.A., S.R.F.), New York University Grossman School of Medicine, New York, New York.
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Alaleh Alivar
aFrom the Department of Radiology (S. Chung, A.A., S. Coelho, E.F., D.S.N., Y.W.L.), Center for Advanced Imaging Innovation and Research, NY University Grossman School of Medicine, New York, New York
bDepartment of Radiology (S. Chung, A.A., S. Coehlo, E.F., D.S.N., Y.W.L.), Bernard and Irene Schwartz Center for Biomedical Imaging, NY University Grossman School of Medicine, New York, New York
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Santiago Coelho
aFrom the Department of Radiology (S. Chung, A.A., S. Coelho, E.F., D.S.N., Y.W.L.), Center for Advanced Imaging Innovation and Research, NY University Grossman School of Medicine, New York, New York
bDepartment of Radiology (S. Chung, A.A., S. Coehlo, E.F., D.S.N., Y.W.L.), Bernard and Irene Schwartz Center for Biomedical Imaging, NY University Grossman School of Medicine, New York, New York
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Prin Amorapanth
dDepartment of Rehabilitation Medicine (J.F.R., P.A., S.R.F.), New York University Grossman School of Medicine, New York, New York.
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Els Fieremans
aFrom the Department of Radiology (S. Chung, A.A., S. Coelho, E.F., D.S.N., Y.W.L.), Center for Advanced Imaging Innovation and Research, NY University Grossman School of Medicine, New York, New York
bDepartment of Radiology (S. Chung, A.A., S. Coehlo, E.F., D.S.N., Y.W.L.), Bernard and Irene Schwartz Center for Biomedical Imaging, NY University Grossman School of Medicine, New York, New York
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Dmitry S. Novikov
aFrom the Department of Radiology (S. Chung, A.A., S. Coelho, E.F., D.S.N., Y.W.L.), Center for Advanced Imaging Innovation and Research, NY University Grossman School of Medicine, New York, New York
bDepartment of Radiology (S. Chung, A.A., S. Coehlo, E.F., D.S.N., Y.W.L.), Bernard and Irene Schwartz Center for Biomedical Imaging, NY University Grossman School of Medicine, New York, New York
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Steven R. Flanagan
dDepartment of Rehabilitation Medicine (J.F.R., P.A., S.R.F.), New York University Grossman School of Medicine, New York, New York.
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Joshua H. Bacon
cDepartment of Neurology (T.B., J.H.B.), NY University Grossman School of Medicine, New York, New York
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Yvonne W. Lui
aFrom the Department of Radiology (S. Chung, A.A., S. Coelho, E.F., D.S.N., Y.W.L.), Center for Advanced Imaging Innovation and Research, NY University Grossman School of Medicine, New York, New York
bDepartment of Radiology (S. Chung, A.A., S. Coehlo, E.F., D.S.N., Y.W.L.), Bernard and Irene Schwartz Center for Biomedical Imaging, NY University Grossman School of Medicine, New York, New York
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  • FIG 1.
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    FIG 1.

    A schematic illustration of the IHSPT probes of hemispheric and callosal WM integrity by measuring processing speed and latency in the articulation of words presented to the LVF and RVF in individuals with left-hemisphere language dominance and vice versa for right-hemisphere-dominant individuals. For individuals with left-language dominance (most), visual information presented to the RVF projects to the left primary visual cortex with access to primary language centers in the same hemisphere (blue), whereas visual information from the subject’s LVF projects to the contralateral (right) primary visual cortex and must then cross the midline to access core language centers in the left brain (red). A difference in latency between presentation and oral articulation of the word can be measured to tap interhemispheric processing speed.

  • FIG 2.
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    FIG 2.

    Path diagrams illustrate the total (or entire) effect model (A) and the mediation model (B).19 The mediation model decomposes the total effect, c, into the direct effect, c’, and the indirect effect, ab = c–c’, where a is the independent-mediator effect and b is the mediator-outcome effect. The paths a, b, c, and c represent the regression coefficients.

  • FIG 3.
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    FIG 3.

    Mediation analysis demonstrates significant indirect mediators (neighbor WM ROIs) in the relationships (A) between the genu of the CC and IHSPT performance including areas (yellow) of aIC, pIC, rIC, aCRL, sCR, pCRL, Cg, ChL, SLFL, and SFOF in healthy controls (upper row) and no area in patients with MTBI (lower row); (B) between the body of the CC and IHSPT performance including areas (green) of aICL, pIC, rICR, sCR, SLFL, and SFOFL in healthy controls (upper row) and aICR, sCRR, SLFL, and SFOFR in patients with MTBI (lower row); and (C) between the splenium of the CC and IHSPT performance including areas (purple) of aIC, pIC, rICR, aCRL, sCR, pCRL, ECR, ChR, SLFL, and SFOFL in healthy controls (upper row) and rICL, pCRL, CgL, and SLFL in patients with MTBI (lower row). Details are in the Online Supplemental Data.

  • FIG 4.
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    FIG 4.

    TBSS results comparing diffusion measures between MTBI and healthy control groups. Clusters of voxels (red) demonstrating significantly lower FA, MK, AK, and RK in the MTBI group compared with the healthy control group (P < .05, family-wise error–corrected) are present diffusely across the entire WM. Increased MD, AD, RD, Da, and De⊥ are seen in mainly left-sided, WM regions including bCC, aICL, pICL, aCRL, sCRL, pCRL, ECL, CgL, SLFL, and SFOFL in the MTBI group. A heat map showing differences between groups is overlaid on the mean FA template and WM skeleton (green).

Tables

  • Figures
  • Characteristics of the patients and healthy controls

    Patients with MTBI (n = 23)Healthy Controls (n = 17)
    Male/female9:148:9
    Age (mean) (yr)36 (SD, 14)34 (SD, 11)
    Education (mean) (yr)16 (SD, 2)17 (SD, 2)
    Time since injury (mean) (days)18 (SD, 8)–
    Injury mechanism (No.)
     Hit by object8
     Fall8
     Car collision4
     Assault1
     Other2
    RPQ total score (mean)23 (SD, 16)6 (SD, 8)
    IHSPT score (mean) (range) (%)5.8 (SD, 5.7) (0.1–25.6)5.2 (SD, 3.1) (0.3–10.8)
    • Note:—RPQ indicates Rivermead Postconcussion Symptoms Questionnaire; IHSPT; Interhemispheric Processing Speed Test.

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American Journal of Neuroradiology: 45 (6)
American Journal of Neuroradiology
Vol. 45, Issue 6
1 Jun 2024
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Cite this article
Sohae Chung, Tamar Bacon, Joseph F. Rath, Alaleh Alivar, Santiago Coelho, Prin Amorapanth, Els Fieremans, Dmitry S. Novikov, Steven R. Flanagan, Joshua H. Bacon, Yvonne W. Lui
Callosal Interhemispheric Communication in Mild Traumatic Brain Injury: A Mediation Analysis on WM Microstructure Effects
American Journal of Neuroradiology Jun 2024, 45 (6) 788-794; DOI: 10.3174/ajnr.A8213

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Callosal Communication in Mild TBI
Sohae Chung, Tamar Bacon, Joseph F. Rath, Alaleh Alivar, Santiago Coelho, Prin Amorapanth, Els Fieremans, Dmitry S. Novikov, Steven R. Flanagan, Joshua H. Bacon, Yvonne W. Lui
American Journal of Neuroradiology Jun 2024, 45 (6) 788-794; DOI: 10.3174/ajnr.A8213
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