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Research ArticlePediatric Neuroimaging

Diffusion Tractography Biomarkers of Pediatric Cerebellar Hypoplasia/Atrophy: Preliminary Results Using Constrained Spherical Deconvolution

S. Fiori, A. Poretti, K. Pannek, R. Del Punta, R. Pasquariello, M. Tosetti, A. Guzzetta, S. Rose, G. Cioni and R. Battini
American Journal of Neuroradiology May 2016, 37 (5) 917-923; DOI: https://doi.org/10.3174/ajnr.A4607
S. Fiori
aFrom Istituto di Ricovero e Cura a Carattere Scientifico Stella Maris Foundation (S.F., R.D.P., R.P., M.T., A.G., G.C., R.B.), Pisa, Italy
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A. Poretti
bSection of Pediatric Neuroradiology (A.P.), Division of Pediatric Radiology, Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins School of Medicine, Baltimore, Maryland
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K. Pannek
cCommonwealth Scientific and Industrial Research Organization (K.P., S.R.), Centre for Computational Informatics, Brisbane, Australia
dDepartment of Computing (K.P.), Imperial College London, London, United Kingdom
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R. Del Punta
aFrom Istituto di Ricovero e Cura a Carattere Scientifico Stella Maris Foundation (S.F., R.D.P., R.P., M.T., A.G., G.C., R.B.), Pisa, Italy
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R. Pasquariello
aFrom Istituto di Ricovero e Cura a Carattere Scientifico Stella Maris Foundation (S.F., R.D.P., R.P., M.T., A.G., G.C., R.B.), Pisa, Italy
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M. Tosetti
aFrom Istituto di Ricovero e Cura a Carattere Scientifico Stella Maris Foundation (S.F., R.D.P., R.P., M.T., A.G., G.C., R.B.), Pisa, Italy
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A. Guzzetta
aFrom Istituto di Ricovero e Cura a Carattere Scientifico Stella Maris Foundation (S.F., R.D.P., R.P., M.T., A.G., G.C., R.B.), Pisa, Italy
eDepartment of Clinical and Experimental Medicine (A.G., G.C.), University of Pisa, Pisa, Italy.
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S. Rose
cCommonwealth Scientific and Industrial Research Organization (K.P., S.R.), Centre for Computational Informatics, Brisbane, Australia
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G. Cioni
aFrom Istituto di Ricovero e Cura a Carattere Scientifico Stella Maris Foundation (S.F., R.D.P., R.P., M.T., A.G., G.C., R.B.), Pisa, Italy
eDepartment of Clinical and Experimental Medicine (A.G., G.C.), University of Pisa, Pisa, Italy.
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R. Battini
aFrom Istituto di Ricovero e Cura a Carattere Scientifico Stella Maris Foundation (S.F., R.D.P., R.P., M.T., A.G., G.C., R.B.), Pisa, Italy
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Figures

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    Fig 1.

    Reconstructed bundles for corticopontocerebellar (left), cerebellar-thalamic (middle), and corticospinal (right) tracts in subjects with (from top to bottom) CH, PCH, CA, and controls. Bundles are overlaid on T1-weighted images. Figures are representative of the global shape of the reconstructed bundles, irrespective of the cropping of the anatomic section.

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    Fig 2.

    Plots of fractional anisotropy and mean diffusivity within the corticopontocerebellar, cerebellar-thalamic, and corticospinal tracts for CH, PCH, CA, and controls.

Tables

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    Table 1:

    Mean and SD of FA, MD, AD, and RD within the CPCT, CTT, and CST

    Tract/GroupFA Mean (SD)MD Mean (SD) (10−3 mm2/s)AD Mean (SD) (10−3 mm2/s)RD Mean (SD) (10−3 mm2/s)
    CPCT
        CH0.42 (0.03)0.98 (0.11)1.42 (0.12)0.76 (0.09)
        PCH0.27 (0.04)1.14 (0.14)1.41 (0.08)0.99 (0.14)
        CA0.35 (0.03)0.99 (0.03)1.36 (0.03)0.81 (0.04)
        Control0.44 (0.02)0.88 (0.07)1.37 (0.09)0.66 (0.06)
    CTT
        CH0.28 (0.03)1.39 (0.11)1.79 (0.09)1.26 (0.17)
        PCH0.19 (0.03)1.49 (0.18)1.79 (0.23)1.39 (0.14)
        CA0.22 (0.02)1.59 (0.14)1.68 (0.21)1.41 (0.15)
        Control0.29 (0.02)1.29 (0.17)1.81 (0.19)1.27 (0.21)
    CST
        CH0.44 (0.02)1.07 (0.29)1.69 (0.16)0.91 (0.11)
        PCH0.31 (0.03)1.29 (0.13)1.71 (0.19)1.08 (0.11)
        CA0.36 (0.03)1.06 (0.06)1.46 (0.05)0.86 (0.06)
        Control0.45 (0.02)0.97 (0.04)1.43 (0.06)0.73 (0.04)
    • View popup
    Table 2:

    Pair-wise comparisons for averaged scalar measures of each tract

    PCHCAControl
    CPCT
        CH
            FA(pB < .001)a(pB = .242)(pB = .714)
            MD(pB = 1.000)(pB = 1.000)(pB = .278)
            AD(pB = 1.000)(pB = 1.000)(pB = .297)
            RD(pB = .212)(pB = 1.000)(pB = .277)
        PCH
            FA(pB < 0.001)a(pB < .001)a
            MD(pB = 0.149)(pB = .005)a
            AD(pB = 1.000)(pB = .952)
            RD(pB = .045)a(pB < .001)a
        CA
            FA(pB = .002)a
            MD(pB = .821)
            AD(pB = 1.000)
            RD(pB = .289)
    CTT
        CH
            FA(pB = .001)a(pB = .019)a(pB = 1.000)
            MD(pB = 1.000)(pB = 1.000)(pB = 1.000)
            AD(pB = 1.000)(pB = 1.000)(pB = 1.000)
            RD(pB = 1.000)(pB = 1.000)(pB = .715)
        PCH
            FA(pB = 293)(pB < .001)a
            MD(pB = 1.000)(pB = .504)
            AD(pB = .914)(pB = 1.000)
            RD(pB = 1.000)(pB = .041)a
        CA
            FA(pB = .001)a
            MD(pB = .071)
            AD(pB = .315)
            RD(pB = .028)a
    CST
        CH
            FA(pB < .001)a(pB = .082)(pB = .492)
            MD(pB = .621)(pB = 1.000)(pB = 1.000)
            AD(pB = 1.000)(pB = .289)(pB = .143)
            RD(pB = .265)(pB = 1.000)(pB = .018)
        PCH
            FA(pB = .041)a(pB < .001)a
            MD(pB = .221)(pB = .005)a
            AD(pB = .040)a(pB = .157)
            RD(pB = .045)a(pB < .001)a
        CA
            FA(pB < .001)a
            MD(pB = 1.000)
            AD(pB = 1.000)
            RD(pB = .215)
    • Note:—pB indicates Bonferroni-corrected P value.

    • ↵a Significant.

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American Journal of Neuroradiology: 37 (5)
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S. Fiori, A. Poretti, K. Pannek, R. Del Punta, R. Pasquariello, M. Tosetti, A. Guzzetta, S. Rose, G. Cioni, R. Battini
Diffusion Tractography Biomarkers of Pediatric Cerebellar Hypoplasia/Atrophy: Preliminary Results Using Constrained Spherical Deconvolution
American Journal of Neuroradiology May 2016, 37 (5) 917-923; DOI: 10.3174/ajnr.A4607

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Diffusion Tractography Biomarkers of Pediatric Cerebellar Hypoplasia/Atrophy: Preliminary Results Using Constrained Spherical Deconvolution
S. Fiori, A. Poretti, K. Pannek, R. Del Punta, R. Pasquariello, M. Tosetti, A. Guzzetta, S. Rose, G. Cioni, R. Battini
American Journal of Neuroradiology May 2016, 37 (5) 917-923; DOI: 10.3174/ajnr.A4607
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