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Research ArticleBrain

Measurement of Gray and White Matter Atrophy in Dementia with Lewy Bodies Using Diffeomorphic Anatomic Registration through Exponentiated Lie Algebra: A Comparison with Conventional Voxel-Based Morphometry

R. Takahashi, K. Ishii, N. Miyamoto, T. Yoshikawa, K. Shimada, S. Ohkawa, T. Kakigi and K. Yokoyama
American Journal of Neuroradiology November 2010, 31 (10) 1873-1878; DOI: https://doi.org/10.3174/ajnr.A2200
R. Takahashi
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K. Ishii
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N. Miyamoto
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T. Yoshikawa
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K. Shimada
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S. Ohkawa
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T. Kakigi
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K. Yokoyama
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    Fig 1.

    Statistical parametric maps comparing the GM volume of patients with that of age-matched healthy controls (NC). Comparisons based on conventional VBM (left) and VBM-DARTEL (right) are both illustrated. Highlighted areas represent regions in which patients have significantly decreased GM compared with controls (P < .001, corrected). The regions in which patients with DLB and those with AD show reductions in GM compared with controls overlapped: They were the medial temporal and frontal lobes and the middle temporal gyri on both sides. The pattern of GM decrease in patients with AD revealed by conventional VBM is more scattered than that identified with VBM-DARTEL.

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    Fig 2.

    Statistical parametric maps comparing the brains of patients with DLB with those with AD. Comparisons based on conventional VBM (left) and VBM-DARTEL (right) are both illustrated. Highlighted areas represent regions in which patients have significantly decreased GM compared with age-matched healthy controls (P < .001, uncorrected). Patients with AD show significant bilateral GM loss in the MTLs. For patients with DLB, the regions in which significant decreases are identified differed between conventional VBM (upper left) and VBM-DARTEL (upper right). While GM decreases are not found in VBM-DARTEL−based comparisons, scattered decreases in the deep brain are identified with conventional VBM.

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    Fig 3.

    Statistical parametric maps comparing the WM volume of patients with that of age-matched healthy controls (NC). Comparisons based on conventional VBM (left) and VBM-DARTEL (right) are both illustrated. Highlighted areas represent regions in which patients have significantly decreased WM compared with the controls (P < .001, uncorrected). Patients with AD show significant WM loss in the bilateral medial temporal, parieto-occipital, and frontal lobes. For patients with DLB, the regions in which significant decreases were identified differ between conventional VBM (upper left) and VBM-DARTEL (upper right). While WM decreases are not found in VBM-DARTEL−based comparisons, decreases in CSF, like WM, are identified in the deep brain with conventional VBM.

  • Fig 4.
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    Fig 4.

    Statistical parametric maps comparing the brains of patients with DLB and patients with AD. Highlighted areas represent regions with significantly decreased WM in patients with AD compared with those with DLB (P < .001, uncorrected). The MTLs and parieto-occipital deep brain regions are detected in both conventional VBM (lower left) and VBM-DARTEL (lower right). In comparison with patients with AD, patients with DLB show no regions with significantly decreased WM (P < .001, uncorrected).

Tables

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    Table 1:

    Characteristics of the subjects

    Patients with DLBPatients with ADControls
    Median age (yr)72.7 ± 4.572.6 ± 2.972.0 ± 3.8
    Median MMSE score19.0 ± 3.518.7 ± 4.029.6 ± 0.8
    Number of women (%)60%61%50%
    Neuropsychological examinations (%)Visual hallucination: 61%
    Cognitive fluctuation: 95%
    Parkinsonism: 84%
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    Table 2:

    Regions in which VBM-DARTEL identified significantly reduced GM: comparisons between patients and healthy controls

    Comparison and Brain RegionTalairach Coordinatest Value
    SideXYZ
    Patients with DLB < controls
        Fusiform gyrusLt−30−30−168.56
        AmygdalaRt222−158.40
        Medial frontal lobe037−96.90
    Patients with AD < controls
        Medial temporal lobeLt−36−24−1012.13
        Medial temporal lobeRt37−25−1411.82
        Anterior cingulate gyrusRt1033−138.08
    Patients with DLB > patients with AD
        Parahippocampal gyrusLt−23−36−26.62
        Medial temporal lobeRt28−29−45.84
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    Table 3:

    Regions in which conventional VBM identified significantly reduced GM: comparisons between patients and healthy controls

    Comparison and Brain RegionTalairach Coordinatest Value
    SideXYZ
    Patients with DLB < controls
        AmygdalaRt140−159.14
        AmygdalaRt−140157.84
        Inferior temporal gyrusRt60−19−218.07
    Patients with AD < controls
        Medial temporal lobeRt38−26−912.76
        Medial temporal lobeLt−35−26−911.85
        Superior temporal gyrusLt−61−50146.90
    Patients with DLB > patients with AD
        Medial temporal lobeRt34−26−95.96
        HippocampusLt−28−11−185.14
    • View popup
    Table 4:

    Regions in which VBM-DARTEL identified significantly reduced WM: comparisons between patients and normal controls

    Comparison and Brain RegionTalairach Coordinatest Value
    SideXYZ
    Controls > AD patients
        Medial temporal lobeLt−25−27−166.30
        Medial temporal lobeRt30−27−75.88
        FornixRt3−7135.77
        Frontal lobeLt−3025194.65
        Parieto-occipital lobeLt−21−54334.33
    DLB patients > AD patients
        Medial temporal lobeLt−25−20−187.02
        Medial temporal lobeRt27−27−156.09
        FornixLt−1−6114.69
        Frontal lobeRt623533.63
        Temporal lobeRt452−223.45
        Medial parieto-occipital lobeRt9−50223.28
    • View popup
    Table 5:

    Regions in which conventional VBM identified significantly reduced WM: comparisons between patients and normal controls

    Comparison and Brain RegionTalairach Coordinatest Value
    SideXYZ
    Controls > DLB patients
        Medial temporal lobeRt34−4124.98
        Medial temporal lobeLt−32−31−43.97
    Controls > AD patients
        Medial temporal lobeRt34−4327.71
        Parietal lobeLt−16−46474.74
        Frontal lobeRt1235444.50
    DLB patients > AD patients
        Medial temporal lobeLt−24−24−16−6.76
        Medial temporal lobeRt24−17−215.82
        Parietal lobeLt−48−24463.68
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American Journal of Neuroradiology: 31 (10)
American Journal of Neuroradiology
Vol. 31, Issue 10
1 Nov 2010
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Measurement of Gray and White Matter Atrophy in Dementia with Lewy Bodies Using Diffeomorphic Anatomic Registration through Exponentiated Lie Algebra: A Comparison with Conventional Voxel-Based Morphometry
R. Takahashi, K. Ishii, N. Miyamoto, T. Yoshikawa, K. Shimada, S. Ohkawa, T. Kakigi, K. Yokoyama
American Journal of Neuroradiology Nov 2010, 31 (10) 1873-1878; DOI: 10.3174/ajnr.A2200
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  • The Impact of Lesion In-Painting and Registration Methods on Voxel-Based Morphometry in Detecting Regional Cerebral Gray Matter Atrophy in Multiple Sclerosis
  • Automatic Voxel-Based Morphometry of Structural MRI by SPM8 plus Diffeomorphic Anatomic Registration Through Exponentiated Lie Algebra Improves the Diagnosis of Probable Alzheimer Disease
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R. Takahashi, K. Ishii, N. Miyamoto, T. Yoshikawa, K. Shimada, S. Ohkawa, T. Kakigi, K. Yokoyama
Measurement of Gray and White Matter Atrophy in Dementia with Lewy Bodies Using Diffeomorphic Anatomic Registration through Exponentiated Lie Algebra: A Comparison with Conventional Voxel-Based Morphometry
American Journal of Neuroradiology Nov 2010, 31 (10) 1873-1878; DOI: 10.3174/ajnr.A2200

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