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Research ArticlePEDIATRICS
Open Access

Voxel-Based Morphometry and fMRI Revealed Differences in Brain Gray Matter in Breastfed and Milk Formula–Fed Children

X. Ou, A. Andres, R.T. Pivik, M.A. Cleves, J.H. Snow, Z. Ding and T.M. Badger
American Journal of Neuroradiology April 2016, 37 (4) 713-719; DOI: https://doi.org/10.3174/ajnr.A4593
X. Ou
aFrom the Arkansas Children's Nutrition Center (X.O., A.A., R.T.P., M.A.C., T.M.B.)
bDepartments of Pediatrics (X.O., A.A., R.T.P., M.A.C., J.H.S., T.M.B.)
cRadiology (X.O.), University of Arkansas for Medical Sciences, Little Rock, Arkansas
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A. Andres
aFrom the Arkansas Children's Nutrition Center (X.O., A.A., R.T.P., M.A.C., T.M.B.)
bDepartments of Pediatrics (X.O., A.A., R.T.P., M.A.C., J.H.S., T.M.B.)
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R.T. Pivik
bDepartments of Pediatrics (X.O., A.A., R.T.P., M.A.C., J.H.S., T.M.B.)
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  • ORCID record for R.T. Pivik
M.A. Cleves
aFrom the Arkansas Children's Nutrition Center (X.O., A.A., R.T.P., M.A.C., T.M.B.)
bDepartments of Pediatrics (X.O., A.A., R.T.P., M.A.C., J.H.S., T.M.B.)
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J.H. Snow
bDepartments of Pediatrics (X.O., A.A., R.T.P., M.A.C., J.H.S., T.M.B.)
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Z. Ding
dVanderbilt University Institute of Imaging Sciences (Z.D.), Nashville, Tennessee.
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T.M. Badger
aFrom the Arkansas Children's Nutrition Center (X.O., A.A., R.T.P., M.A.C., T.M.B.)
bDepartments of Pediatrics (X.O., A.A., R.T.P., M.A.C., J.H.S., T.M.B.)
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  • Fig 1.
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    Fig 1.

    BF children had better performance for fMRI perception and language tasks. PA indicates percentage of correct answer for the perception task; PR, percentage of response for the perception task; LA, percentage of correct answer for the language task; LR, percentage of response for the language task. The asterisk indicates P < .05.

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    Fig 2.

    Comparison of regional gray matter volume measures by VBM. The results are shown in a 3-plane projection view in A and B, in which the statistical threshold was set at P < .001 uncorrected, with a cluster size of ≥30 voxels. A, Multiple regions had higher gray matter volumes in BF than MF children. B, No region had higher gray matter volume in MF than BF children. Regions with significantly higher (P < .05, corrected) gray matter volume in BF than MF children were overlaid on the customized gray matter template for 8-year-old children (1 region in the left superior parietal lobe, C, and 1 region in the left inferior temporal lobe, D). All images are displayed in radiologic convention (left/right flipped).

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    Fig 3.

    Average activation maps for the fMRI perception task for BF (top row) and MF (bottom row) children. Activated regions are highlighted in blue/green. The threshold was set at P < .001 after Bonferroni correction and a cluster size of ≥30 voxels. All images are displayed in radiologic convention (left/right flipped). BF children had more extensive activation in the right frontal and left/right temporal lobes.

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    Fig 4.

    Average activation maps for the fMRI language task for BF (top row) and MF (bottom row) children. Activated regions are highlighted in yellow/orange. The threshold was set at P < .001 after Bonferroni correction and a cluster size of ≥30 voxels. All images are displayed in radiologic convention (left/right flipped). BF children had more extensive activation in the left temporal lobe.

Tables

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    Table 1:

    Demographic information, family background, and test scores of the study participants

    BFMFP Value
    Demographics
        No. (boys/girls) for VBM22 (10/12)20 (10/10)
        Birth weight (kg)3.5 ± 0.43.4 ± 0.5.47
        Weight (kg)27.8 ± 6.327.5 ± 5.5.98
        Height (cm)128 ± 5129 ± 4.25
        BMI17.0 ± 3.416.5 ± 2.6.62
        Age at MRI (yr)7.98 ± 0.297.95 ± 0.25.71
    Family background
        Mother's educationa (%)35.7/42.9/21.48.3/50/41.7.24
        Father's educationa (%)35.7/50/14.333.3/58.3/8.3.99
        Household incomeb (%)21.4/57.1/21.40/41.7/58.3.08
    Test scores
        Verbal IQ110 ± 16107 ± 17.50
        Nonverbal IQ111 ± 13114 ± 16.73
        Composite IQ111 ± 13110 ± 15.68
        CELF-4 (receptive)104 ± 11100 ± 15.45
        CELF-4 (expressive)108 ± 10104 ± 12.33
        CELF-4 (overall)104 ± 12100 ± 15.41
    • Note:—BMI indicates body mass index.

    • ↵a High school or partial college/college graduate/graduate school.

    • ↵b <$50,000/$50,000–$70,000/>$70,000.

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    Table 2:

    Comparison of the fMRI-activation total cluster size (No. of voxels)a

    BF Mean (SE)MF Mean (SE)P Value
    Perception fMRI
        Right frontal1280 (814)6 (6).002b
        Parietal1263 (488)723 (546).445
        Left temporal1394 (680)112 (86).011b
        Right temporal2263 (1364)33 (22).041b
    Language fMRI
        Left frontal1125 (616)261 (113).513
        Left temporal/occipital2632 (650)613 (213).04b
        Right temporal/occipital1894 (609)909 (369).251
    • Note:—SE indicates standard error.

    • ↵a BF children had greater activation than MF children for both fMRI tasks.

    • ↵b P < .05.

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American Journal of Neuroradiology: 37 (4)
American Journal of Neuroradiology
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1 Apr 2016
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Cite this article
X. Ou, A. Andres, R.T. Pivik, M.A. Cleves, J.H. Snow, Z. Ding, T.M. Badger
Voxel-Based Morphometry and fMRI Revealed Differences in Brain Gray Matter in Breastfed and Milk Formula–Fed Children
American Journal of Neuroradiology Apr 2016, 37 (4) 713-719; DOI: 10.3174/ajnr.A4593

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Voxel-Based Morphometry and fMRI Revealed Differences in Brain Gray Matter in Breastfed and Milk Formula–Fed Children
X. Ou, A. Andres, R.T. Pivik, M.A. Cleves, J.H. Snow, Z. Ding, T.M. Badger
American Journal of Neuroradiology Apr 2016, 37 (4) 713-719; DOI: 10.3174/ajnr.A4593
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