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Research ArticleBrain
Open Access

Evaluation of Common Structural Brain Changes in Aging and Alzheimer Disease with the Use of an MRI-Based Brain Atrophy and Lesion Index: A Comparison Between T1WI and T2WI at 1.5T and 3T

H. Guo, X. Song, R. Vandorpe, Y. Zhang, W. Chen, N. Zhang, M.H. Schmidt and K. Rockwood for the Alzheimer's Disease Neuroimaging Initiative
American Journal of Neuroradiology March 2014, 35 (3) 504-512; DOI: https://doi.org/10.3174/ajnr.A3709
H. Guo
aFrom the Neuroimaging Research Laboratory, Biomedical Translational Imaging Center (H.G., X.S., W.C., N.Z.), QEII & IWK Health Centre (former National Research Council Canada Institute for Biodiagnostics–Atlantic), Halifax, Nova Scotia, Canada
bDepartment of Radiology (G.H., Y.Z., W.C., N.Z.), General Hospital of Tianjin Medical University, Tianjin, China
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X. Song
aFrom the Neuroimaging Research Laboratory, Biomedical Translational Imaging Center (H.G., X.S., W.C., N.Z.), QEII & IWK Health Centre (former National Research Council Canada Institute for Biodiagnostics–Atlantic), Halifax, Nova Scotia, Canada
cDepartments of Medicine (X.S., K.R.)
fCentre for Health Care of the Elderly (X.S., K.R.)
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R. Vandorpe
dRadiology (R.V., M.H.S.)
gDepartment of Diagnostic Imaging (R.V., M.H.S.), QEII Health Sciences Centre, Halifax, Nova Scotia, Canada.
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Y. Zhang
bDepartment of Radiology (G.H., Y.Z., W.C., N.Z.), General Hospital of Tianjin Medical University, Tianjin, China
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W. Chen
aFrom the Neuroimaging Research Laboratory, Biomedical Translational Imaging Center (H.G., X.S., W.C., N.Z.), QEII & IWK Health Centre (former National Research Council Canada Institute for Biodiagnostics–Atlantic), Halifax, Nova Scotia, Canada
bDepartment of Radiology (G.H., Y.Z., W.C., N.Z.), General Hospital of Tianjin Medical University, Tianjin, China
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N. Zhang
aFrom the Neuroimaging Research Laboratory, Biomedical Translational Imaging Center (H.G., X.S., W.C., N.Z.), QEII & IWK Health Centre (former National Research Council Canada Institute for Biodiagnostics–Atlantic), Halifax, Nova Scotia, Canada
bDepartment of Radiology (G.H., Y.Z., W.C., N.Z.), General Hospital of Tianjin Medical University, Tianjin, China
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M.H. Schmidt
dRadiology (R.V., M.H.S.)
gDepartment of Diagnostic Imaging (R.V., M.H.S.), QEII Health Sciences Centre, Halifax, Nova Scotia, Canada.
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K. Rockwood
cDepartments of Medicine (X.S., K.R.)
eNeurology (K.R.), Dalhousie University, Halifax, Nova Scotia, Canada
fCentre for Health Care of the Elderly (X.S., K.R.)
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    Fig 1.
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    Fig 1.

    Example images showing BALI rating. Regions highlighted by black squares are magnified in rows underneath. Black arrows indicate targeted lesions. GM-SV indicates gray matter lesions and subcortical dilated perivascular spaces; DWM, deep white matter lesions; PV, periventricular white matter lesions; BG, lesions in the basal ganglia and surrounding areas; IT, lesions in the infratentorial regions; GA, global atrophy. (a), multiple dilated perivascular spaces could be seen at 1.5T but were more readily observed at 3T. (b), T2WI at both 3T and 1.5T showed the beginning of confluence hyperintensity foci in the bilateral parietal lobes, whereas on T1WI, only punctuate hypointensity foci were observed. (c), each image showed the pencil-thin lining lesion, scored as 1. (d), each image showed large confluent lesions, scored as 3. (e), lesions were seen more easily by T2WI than by T1WI at both 3T and 1.5T. (f), images showed severe atrophy with obviously dilated ventricles and widened sulci.

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    Fig 2.

    Interrater agreement for the BALI rating. Images were rated by 3 raters independently by use of 20% of randomly selected subsample. The interrater agreement was calculated for the total scores (interval data) by use of intraclass correlation coefficient, whereas that for the category subscores (categoric data) used Cohen κ. IT indicates lesions in the infratentorial regions; BG, lesions in the basal ganglia and surrounding areas; PV, periventricular white matter lesions; GM-SV, gray matter lesions and subcortical dilated perivascular spaces; GA, global atrophy; DWM, deep white matter lesions. Bars from dark to light-gray: 3T T1WI, 1.5T T1WI, 3T T2WI, and 1.5T T2WI. Error bars indicate standard deviation of the mean value in a 2-way random model, with subject-sample and rater as random factors.

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    Fig 3.

    Relationships between BALI total scores. Symbols: diamonds indicate Alzheimer disease (AD, n = 37); squares, mild cognitive impairment (MCI, n = 45); triangles, healthy control subjects (HC, n = 45). Dotted diagonal line indicates x-values = y-values. Solid line indicates the linear fit y = a + bx. A, T1WI, 3T versus 1.5T (y-axis versus x-axis; a = 1.47, b = 0.92, r = 0.94; P < .001). B, T2WI, 3T versus 1.5T (a = 1.46, b = 0.93, r = 0.93; P < .001). C, 3T T2WI versus T1WI (a = 2.64, b = 0.86, r = 0.93, P < .001). D, 1.5T T2WI versus T1WI (a = 2.57, b = 0.86, r = 0.94; P < .001).

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    Table 1:

    Demographics and characteristics of the sample by diagnosis

    ADMCIHCK-W/χ2P
    Sample size, n374545
    Women, %59.531.162.210.43.005
    Age, y74.0 ± 7.975.7 ± 7.276.8 ± 4.91.73.420
    Education, y14.1 ± 3.316.3 ± 2.916.2 ± 2.212.40.002
    CDR (/3)#0.8 ± 0.3 (1.0)0.5 ± 0.1 (0.5)0 ± 0.1 (0)141.50<.001
    MMSE (/30)22.1 ± 4.426.4 ± 2.728.9 ± 1.267.78<.001
    ADAS-cog (/70)19.6 ± 8.912.3 ± 6.05.6 ± 3.266.54<.001
    Aβ1–42, pg/mL149.4 ± 36.1169.7 ± 44.7212.9 ± 57.216.27<.001
    τ, pg/mL121.2 ± 47.394.7 ± 62.668.3 ± 29.116.94<.001
    p-τ, pg/mL45.9 ± 19.531.2 ± 15.124.6 ± 13.917.35<.001
    • Note:—Data are presented as mean ± standard deviation, otherwise as indicated. CSF biomarker data were available from a portion of the ADNI sample at baseline (AD = 21, MCI = 28, HC = 23).

    • CDR indicates Clinical Dementia Rating Scale; MMSE, Mini-Mental State Examination; ADAS-cog, Alzheimer's Disease Assessment Scale–cognitive subscale; Aβ1–42, amyloid-β-peptides 1–42; τ, total τ protein; p-τ, phospho-τ proteins; K-W/χ2, statistics for the Kruskal-Wallis test.

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    Table 2:

    Brain Atrophy and Lesion Index total score in relation to age and cognitive testing scores

    BALI Total ScoreAgeMMSE TotalADAS-cog Total
    Image TypeField Strengthrr2TPrr2TPrr2TP
    T1WI3T0.390.154.75<.0010.440.19−5.50<.0010.430.185.31<.001
    1.5T0.400.164.80<.0010.420.18−5.23<.0010.380.144.58<.001
    T2WI3T0.370.144.50<.0010.420.18−5.10<.0010.400.164.86<.001
    1.5T0.380.144.53<.0010.420.18−5.23<.0010.380.144.60<.001
    • Note:—MMSE indicates Mini-Mental State Examination; ADAS-cog, Alzheimer's Disease Assessment Scale–cognitive subscale.

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American Journal of Neuroradiology: 35 (3)
American Journal of Neuroradiology
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1 Mar 2014
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H. Guo, X. Song, R. Vandorpe, Y. Zhang, W. Chen, N. Zhang, M.H. Schmidt, K. Rockwood
Evaluation of Common Structural Brain Changes in Aging and Alzheimer Disease with the Use of an MRI-Based Brain Atrophy and Lesion Index: A Comparison Between T1WI and T2WI at 1.5T and 3T
American Journal of Neuroradiology Mar 2014, 35 (3) 504-512; DOI: 10.3174/ajnr.A3709

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Evaluation of Common Structural Brain Changes in Aging and Alzheimer Disease with the Use of an MRI-Based Brain Atrophy and Lesion Index: A Comparison Between T1WI and T2WI at 1.5T and 3T
H. Guo, X. Song, R. Vandorpe, Y. Zhang, W. Chen, N. Zhang, M.H. Schmidt, K. Rockwood
American Journal of Neuroradiology Mar 2014, 35 (3) 504-512; DOI: 10.3174/ajnr.A3709
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