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Research ArticlePediatric Neuroimaging

DTI Values in Key White Matter Tracts from Infancy through Adolescence

A. Cancelliere, F.T. Mangano, E.L. Air, B.V. Jones, M. Altaye, A. Rajagopal, S.K. Holland, D.A. Hertzler and W. Yuan
American Journal of Neuroradiology July 2013, 34 (7) 1443-1449; DOI: https://doi.org/10.3174/ajnr.A3350
A. Cancelliere
aFrom the Division of Pediatric Neurosurgery (A.C., F.T.M., E.L.A., D.A.H. II)
dDepartment of Emergency Medicine, Harvard-Affiliated Emergency Medicine Residency, Beth Israel Deaconess Medical Center, Boston, Massachusetts (A.C.).
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F.T. Mangano
aFrom the Division of Pediatric Neurosurgery (A.C., F.T.M., E.L.A., D.A.H. II)
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E.L. Air
aFrom the Division of Pediatric Neurosurgery (A.C., F.T.M., E.L.A., D.A.H. II)
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B.V. Jones
bDepartment of Radiology, Imaging Research Center (B.V.J., A.R., S.K.H., W.Y.)
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M. Altaye
cDivision of Biostatistics and Epidemiology (M.A.), Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio
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A. Rajagopal
bDepartment of Radiology, Imaging Research Center (B.V.J., A.R., S.K.H., W.Y.)
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S.K. Holland
bDepartment of Radiology, Imaging Research Center (B.V.J., A.R., S.K.H., W.Y.)
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D.A. Hertzler II
aFrom the Division of Pediatric Neurosurgery (A.C., F.T.M., E.L.A., D.A.H. II)
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W. Yuan
bDepartment of Radiology, Imaging Research Center (B.V.J., A.R., S.K.H., W.Y.)
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    Fig 1.

    A, Selection of the ROIs overlaid on representative color-coded FA images. ROIs were selected in the following regions: 1, genu of the CC; 2, splenium of the CC; 3, body of the CC; 4, ALIC; and 5, PLIC. B–C, Best-fit exponential functions (solid lines) and the respective 95% prediction intervals (dashed lines) overlaid on the scatterplots derived from the raw data of FA and MD values, respectively, detected in the gCC from individual participants. D, The large number of participants throughout the entire study, including the period of maximal changes, is representative of normative data. Abbreviations: n = number of participants.

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    Fig 2.

    Regression analysis of FA and MD values at approximately the neonatal period and early in development. A, Graphic comparison of the y-intercepts reveals a trend toward the anterior regions of the internal capsule having lower anisotropy and higher mean diffusivity at approximately the neonatal period. B, Comparison of the b-parameter values of the FA and MD best-fit functions suggests that the rostral regions undergo more rapid, age-dependent changes compared with the caudal regions in each respective region of interest.

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    Fig 3.

    Interregional comparison of fitted exponential curves of FA and MD values. These data are fitted to a monoexponential model with 3 fitted parameter values, shown in Table 1; AIM indicates age in months.

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    Table 1:

    Age-dependent changes in FA and MD in cerebral WM of the developing brain with an exponential regression model

    RegionRegression CoefficientsExponential Fit Model
    abcy-interceptr2RMSE
    FA
        gCC−0.3070.1380.7220.4160.6290.039
        bCC−0.3270.1090.7400.4140.5620.046
        sCC−0.3650.1170.7850.4200.7290.039
        ALIC−0.2860.1250.5650.2790.7450.029
        PLIC−0.2060.0730.6550.4490.7720.023
    MD
        gCC0.6160.0880.9021.5180.6590.088
        bCC0.6170.0960.8181.4350.6860.070
        sCC0.8570.0690.8311.6880.6710.129
        ALIC0.4290.1340.7711.2000.6830.049
        PLIC0.3190.0890.7321.0510.6920.042
    • Note:—Given are the values for the regression coefficients describing the best-fit function of the FA and MD values for each region of interest.

    • bCC indicates body of the corpus callosum; gCC, genu of the CC; r2, square of the correlation coefficient, describing the goodness of fit; RMSE, root mean square error; sCC, splenium of the CC.

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    Table 2:

    Statistical comparison among b-parameters between regions

    DTI ParameterComparisonβ3SE (β3)tP Value
    FAgCC vs bCC0.01140.01001.16.251
    gCC vs sCC0.01210.00821.48.142
    bCC vs sCC0.00070.00100.07.941
    ALIC vs PLIC0.01630.00423.89<.001
    MDgCC vs bCC−0.00420.0171−0.25.805
    gCC vs sCC−0.04230.0173−2.45.015
    bCC vs sCC−0.03810.0212−1.79.076
    ALIC vs PLIC−0.02380.0084−2.85.005
    • Note:—The gCC and sCC are statistically different for MD. The age-dependent changes in FA and MD are statistically different between the ALIC and PLIC.

    • β3 indicates an interaction term; SE, standard error; t, t value; (β3/SE(β3); gCC, genu of the CC; bCC, body of the cc; sCC, splenium of the cc.

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    Table 3:

    Statistical comparison among c-parameters between regions

    DTI ParameterRegionMean ± SDComparisonMean DifferenceP Value
    FAgCC0.723 ± 0.038gCC vs bCC−0.015.0015
    bCC0.738 ± 0.043gCCvs sCC−0.063.0001
    sCC0.786 ± 0.038bCCvs sCC−0.048.0001
    ALIC0.565 ± 0.026ALIC vs PLIC−0.092.0001
    PLIC0.657 ± 0.023
    MDgCC0.897 ± 0.068gCC vs bCC0.082.0001
    bCC0.815 ± 0.056gCC vs sCC0.083.0001
    sCC0.814 ± 0.090bCC vs sCC0.001.9163
    ALIC0.770 ± 0.041ALIC vs PLIC0.043.0001
    PLIC0.727 ± 0.034
    • Note:—gCC indicates genu of the CC; bCC, body of the CC; sCC, splenium of the sCC.

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American Journal of Neuroradiology: 34 (7)
American Journal of Neuroradiology
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Cite this article
A. Cancelliere, F.T. Mangano, E.L. Air, B.V. Jones, M. Altaye, A. Rajagopal, S.K. Holland, D.A. Hertzler, W. Yuan
DTI Values in Key White Matter Tracts from Infancy through Adolescence
American Journal of Neuroradiology Jul 2013, 34 (7) 1443-1449; DOI: 10.3174/ajnr.A3350

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DTI Values in Key White Matter Tracts from Infancy through Adolescence
A. Cancelliere, F.T. Mangano, E.L. Air, B.V. Jones, M. Altaye, A. Rajagopal, S.K. Holland, D.A. Hertzler, W. Yuan
American Journal of Neuroradiology Jul 2013, 34 (7) 1443-1449; DOI: 10.3174/ajnr.A3350
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