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Articles, Behavioral/Cognitive

Interactions between White Matter Asymmetry and Language during Neurodevelopment

Jonathan O'Muircheartaigh, Douglas C. Dean III, Holly Dirks, Nicole Waskiewicz, Katie Lehman, Beth A. Jerskey and Sean C.L. Deoni
Journal of Neuroscience 9 October 2013, 33 (41) 16170-16177; DOI: https://doi.org/10.1523/JNEUROSCI.1463-13.2013
Jonathan O'Muircheartaigh
1Advanced Baby Imaging Laboratory, School of Engineering, Brown University, Providence, Rhode Island 02912,
2Department of Neuroimaging, King's College London, Institute of Psychiatry, London WC2R 2 LS, United Kingdom, and
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Douglas C. Dean III
1Advanced Baby Imaging Laboratory, School of Engineering, Brown University, Providence, Rhode Island 02912,
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Holly Dirks
1Advanced Baby Imaging Laboratory, School of Engineering, Brown University, Providence, Rhode Island 02912,
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Nicole Waskiewicz
1Advanced Baby Imaging Laboratory, School of Engineering, Brown University, Providence, Rhode Island 02912,
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Katie Lehman
1Advanced Baby Imaging Laboratory, School of Engineering, Brown University, Providence, Rhode Island 02912,
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Beth A. Jerskey
3Alpert Medical School of Brown University, Providence, Rhode Island 02912
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Sean C.L. Deoni
1Advanced Baby Imaging Laboratory, School of Engineering, Brown University, Providence, Rhode Island 02912,
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  • Figure 1.
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    Figure 1.

    Plots of raw scores (top row) and scaled scores (bottom row) of receptive language (left column) and expressive language (right column) against age. A marked ceiling effect in the raw scores is evident in children aged over 1800 days (highlighted in red) and is reflected by a reduced spread in scaled scores.

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    Figure 2.

    Results of the voxelwise asymmetry results overlaid on an average MWF volume. The blue outline presents the area within which the voxelwise tests were performed. Red-yellow regions indicate regions of significant (p < 0.05, corrected for multiple comparisons and tests) leftward (top row) and rightward (bottom row) asymmetry of the MWF, a quantitative estimate of myelin-associated water.

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    Figure 3.

    Significant asymmetry results rendered as a volume. Rightward asymmetry (a) was detected in ventrolateral frontal cortex (blue), putamen and external capsule (red), and lateral postcentral cortex (green). Leftward asymmetry (b) was detected in the anterior cingulate, extending to mesial frontal cortex (red), anterior thalamus and caudate (green), postcentral gyrus (yellow), temporoparietal junction (yellow), and temporal and occipital areas (blue). c, Shows the relationship between age and myelination (blue diamonds) and (d) asymmetry (red circles) for the anterior thalamus region (top) and the mesial frontal region (bottom). Note that positive values reflect leftward asymmetry and negative values rightward.

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    Figure 4.

    Moving average correlations (Pearson's r; y-axis) as a function of age (in days; x-axis). Plots demonstrate the changing relationships between asymmetry of myelin content in the extreme capsule and receptive and expressive language scores, respectively (top row), and between leftward asymmetry in the caudate/thalamus and frontal cortex with receptive and expressive language scores respectively (bottom row).

Tables

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    Table 1.

    Sample characteristics by age group

    Age groupN femaleN maleNAge in days (range)Age in days (mean)
    1–2 years171734369–724530.6
    2–3 years81624745–1094918.7
    3–4 years312151095–14511302.7
    4–5 years1111221501–18091680.0
    5–6 years310131859–21992012.5
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    Table 2.

    mcDESPOT acquisition parameters by age group

    Age group (months)9–1616–2828–4848+
    Acquisition time (min)18:4221:3824:2022:45
    Unprotected dB*62697482
    Field of view (cm)17 × 17 × 14.418 × 18 × 1520 × 20 × 1520 × 20 × 16.5
    SPGR TE/TR (ms)5.9/125.4/125.2/114.8/10
    SPGR flip angles2, 3, 4, 5, 7, 9, 11, 142, 3, 4, 5, 7, 9, 11, 142, 3, 4, 5, 7, 9, 12, 163, 4, 5, 6, 7, 9, 12, 16
    IR-SPGR inversion time (ms)600 900500 850500 800450 750
    bSSFP TE/TR (ms)5.1/10.25/104.4/9.85/10
    bSSFP flip angles9, 14, 20, 27, 34, 41, 56, 709, 14, 20, 27, 34, 41, 56, 709, 14, 20, 27, 34, 41, 56, 709, 14, 20, 27, 34, 41, 56, 70
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    Table 3.

    Handedness and cognitive summary scores by gender

    NMale 67Female 41Total valid 108p value
    Handedness
        Left7512
        Right422365
        No preference131124
        Missing4370.65*
    Cognitive measures (scaled scores)
        Fine motor49.3 (10.5)55 (12.6)1030.224**
        Visual reception53.5 (10.9)46.9 (9.2)1030.301**
        Receptive language51.9 (12)53.2 (11.8)1020.596**
        Expressive language49.5 (11.6)51 (10)990.504**
    • ↵*Comparisons between males and females assessed using χ2 test.

    • ↵**Comparisons between males and females assessed using Independent Sample t test.

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    Table 4.

    Summary of the main results, asymmetry indices, and coordinates in MNI space

    MNI coordinatesAsymmetry indexPost hoc cognitive associations
    XYZ(L − R)/(L + R)SDFine motorVisual receptionReceptive languageExpressive language
    Leftward asymmetry
        Postcentral gyrus−44−24500.02880.053
        Supramarginal gyrus−55−30280.06050.077
        Occipitotemporal−26−6350.05080.078
        Thalamus and caudate−13−2130.0610.077○○○
        Frontal cortex−1214300.070.077○○
    Rightward asymmetry
        Precentral49−830−0.07270.107
        Putamen/extreme capsule29138−0.03610.058○○○○
        Ventral frontal3242−6−0.05620.081
    • ○, Association with Cognitive Scale only; ○○, association with Cognitive Scale as well as a significant interaction in this relationship with age. All significant relationships are reported with df = 71,1, p < 0.05, q < 0.05.

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The Journal of Neuroscience: 33 (41)
Journal of Neuroscience
Vol. 33, Issue 41
9 Oct 2013
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Interactions between White Matter Asymmetry and Language during Neurodevelopment
Jonathan O'Muircheartaigh, Douglas C. Dean III, Holly Dirks, Nicole Waskiewicz, Katie Lehman, Beth A. Jerskey, Sean C.L. Deoni
Journal of Neuroscience 9 October 2013, 33 (41) 16170-16177; DOI: 10.1523/JNEUROSCI.1463-13.2013

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Interactions between White Matter Asymmetry and Language during Neurodevelopment
Jonathan O'Muircheartaigh, Douglas C. Dean III, Holly Dirks, Nicole Waskiewicz, Katie Lehman, Beth A. Jerskey, Sean C.L. Deoni
Journal of Neuroscience 9 October 2013, 33 (41) 16170-16177; DOI: 10.1523/JNEUROSCI.1463-13.2013
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