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Research ArticleBrain

Whole-Brain Histogram and Voxel-Based Analyses of Diffusion Tensor Imaging in Patients with Leukoaraiosis: Correlation with Motor and Cognitive Impairment

R. Della Nave, S. Foresti, A. Pratesi, A. Ginestroni, M. Inzitari, E. Salvadori, M. Giannelli, S. Diciotti, D. Inzitari and M. Mascalchi
American Journal of Neuroradiology August 2007, 28 (7) 1313-1319; DOI: https://doi.org/10.3174/ajnr.A0555
R. Della Nave
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S. Foresti
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A. Pratesi
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A. Ginestroni
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M. Inzitari
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E. Salvadori
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M. Giannelli
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S. Diciotti
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D. Inzitari
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M. Mascalchi
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    Fig 1.

    A–D, Whole-brain MD (A) and FA (B) histograms in a patient with low (n = 2) visual score of LA (continuous line), as shown by corresponding FLAIR images (C), and in a patient with high (n = 6) visual score of LA (dashed line), as shown by corresponding FLAIR images (D).

    A and B, The patient with the higher visual score shows higher 50th percentile (85.9 vs. 84.7) and lower kurtosis and skewness of the MD histogram (A) and lower 50th percentile (0.165 vs. 0.226) and higher kurtosis and skewness of the FA histogram (B) compared to the patient with lower visual score.

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    Fig 2.

    A–C, SPM2 “glass brain” representation showing large clusters in the corpus callosum and pericallosal white matter of significant (P < 0.05, corrected for multiple comparison by false discovery rate method) correlation between increasing MD value and scores of motor deficit (usual gait velocity in A; SPPB in B) in patients with LA. Superimposition of the same cluster demonstrated in B onto T1 template (C).

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    Fig 3.

    A and B, SPM2 “glass brain” representation showing small clusters in the corpus callosum of significant (P < 0.05, corrected for multiple comparison by false discovery rate method) correlation using small volume correction between decreasing FA value and scores of motor deficit (usual gait velocity in A; SPPB in B) in patients with LA.

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    Table 1:

    Results of the quantitative motor and neuropsychologic evaluations in 36 patients with LA

    VariableMeanSDRangeNormal Values
    SPPB82.54–1212*
    Usual gait velocity, m/s311–41.2 ± 0.2†
    Single-leg stance time, s1510.81–4117.2 ± 4.1†
    MMSE263.417–30≥27
    Stroop Test5725.326–158NA
    Trail Making Test, s904933–225NA
    Maze Task, s972–33NA
    Digit Test134.32–22NA
    Verbal Fluency Test154.86–25NA
    • Note:—SPPB indicates Short Physical Performance Battery; MMSE, Mini Mental State Examination; LA, leukoaraiosis; NA, not available.

    • * From reference 26.

    • † From reference 8.

    • View popup
    Table 2:

    Results of visual assessment, brain volumes, and MD and FA histogram parameters in 36 patients with LA

    VariableMeanSDRange
    Fazekas scale41.32–6
    Normalized brain volume, mm31,418,885114,8521,135,915–1,649,413
    Gray matter, mm3678,719177,773430,615–1,325,915
    White matter, mm3740,166242,65783,385–1,106,288
    Whole-brain MD, ×10−3 mm2/s
        25th percentile77.92.973.3–86.0
        50th percentile89.33.883.4–98.7
        Skewness20.31–3
        Kurtosis81.85–13
    Whole-brain FA
        25th percentile0.130.020.10–0.18
        50th percentile0.210.020.16–0.26
        Skewness10.21–2
        Kurtosis50.84–7
    • Note:—LA indicates leukoaraiosis; MD, mean diffusivity; FA, fractional anisotropy.

    • View popup
    Table 3:

    Spearman rank correlation (ρ) values among visual score, brain volumes, and histogram parameters in 36 patients with LA

    VariableFazekas Scale, ρP
    Normalized brain volume0.06
    Gray matter0.17
    White matter−0.04
    Whole-brain MD
        25th percentile0.47.003
        50th percentile0.36
        Skewness−0.30
        Kurtosis−0.23
    Whole-brain FA
        25th percentile−0.15
        50th percentile−0.27
        Skewness0.46.003
        Kurtosis0.54<.001
    • Note:—LA indicates leukoaraiosis; MD, mean diffusivity; FA, fractional anisotropy.

    • View popup
    Table 4:

    Spearman rank correlation (ρ) values between visual score of LA, brain volumes, MD and FA histogram metrics, and motor and neuropsychologic scores

    VariableSPPBUsual Gait Velocity, m/sSingle-Leg Stance Time, sMMSEStroop TestTrail-Making TestMaze TaskDigitVerbal Fluency
    Fazekas scale−0.18−0.15−0.26−0.190.130.080.11−0.23−0.28
    Normalized brain volume0.380.02−0.22−0.05−0.09−0.08−0.180.15−0.04
    Gray matter−0.01−0.11−0.11−0.10−0.140.070.17−0.100.06
    White matter0.280.26−0.04−0.020.02−0.14−0.290.24−0.05
    Whole-brain MD
        25th percentile−0.21−0.32−0.48−0.280.510.300.32−0.30−0.46
    (P = .006)(P = .001)(P = .004)
        50th percentile−0.15−0.20−0.35−0.160.540.310.30−0.31−0.44
    (P < .001)(P = .007)
        Skewness−0.280.340.160.34−0.23−0.42−0.440.450.13
    (P = .008)(P = .006)
        Kurtosis0.240.250.160.35−0.17−0.37−0.380.400.06
    Whole-brain FA
        25th percentile−0.02−0.00−0.01−0.24−0.11−0.01−0.17−0.080.10
        50th percentile0.04−0.100.09−0.18−0.17−0.06−0.090.010.17
        Skewness−0.18−0.35−0.21−0.150.260.140.18−0.28−0.41
        Kurtosis−0.22−0.39−0.27−0.210.320.180.21−0.32−0.46
    (P = .005)
    • Note:—LA indicates leukoaraiosis; MD, mean diffusivity; FA, fractional anisotropy; SPPB, Short Physical Performance Battery; MSSE, Mini Mental State Examination.

    • View popup
    Table 5:

    Correlations between voxel-based analysis of MD and FA maps and motor assessment

    CorrelationCluster Extent, mm3P*t ScoreZ ScoreCoordinates (Local Maxima)Areas
    xyz
    MD, SPPB456480.0485.584.6716−2434Corpus callosum and pericallosal white matter
    MD, usual gait velocity165360.0435.144.3761420Corpus callosum and pericallosal white matter
    FA, SPPB8240.0194.093.65−6−2820Corpus callosum splenium
    FA, usual gait velocity5720.0253.723.396024Corpus callosum genu
    • Note:—MD indicates mean diffusivity; FA, fractional anisotropy; SPPB, Short Physical Performance Battery.

    • * P is false discovery rate corrected for multiple comparisons.

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American Journal of Neuroradiology: 28 (7)
American Journal of Neuroradiology
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August 2007
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R. Della Nave, S. Foresti, A. Pratesi, A. Ginestroni, M. Inzitari, E. Salvadori, M. Giannelli, S. Diciotti, D. Inzitari, M. Mascalchi
Whole-Brain Histogram and Voxel-Based Analyses of Diffusion Tensor Imaging in Patients with Leukoaraiosis: Correlation with Motor and Cognitive Impairment
American Journal of Neuroradiology Aug 2007, 28 (7) 1313-1319; DOI: 10.3174/ajnr.A0555

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Whole-Brain Histogram and Voxel-Based Analyses of Diffusion Tensor Imaging in Patients with Leukoaraiosis: Correlation with Motor and Cognitive Impairment
R. Della Nave, S. Foresti, A. Pratesi, A. Ginestroni, M. Inzitari, E. Salvadori, M. Giannelli, S. Diciotti, D. Inzitari, M. Mascalchi
American Journal of Neuroradiology Aug 2007, 28 (7) 1313-1319; DOI: 10.3174/ajnr.A0555
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