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Research ArticleAdult Brain
Open Access

Optimization of Acquisition and Analysis Methods for Clinical Dynamic Susceptibility Contrast MRI Using a Population-Based Digital Reference Object

N.B. Semmineh, L.C. Bell, A.M. Stokes, L.S. Hu, J.L. Boxerman and C.C. Quarles
American Journal of Neuroradiology October 2018, DOI: https://doi.org/10.3174/ajnr.A5827
N.B. Semmineh
aFrom the Department of Imaging Research (N.B.S., L.C.B., A.M.S., C.C.Q.), Barrow Neurological Institute, Phoenix, Arizona
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  • ORCID record for N.B. Semmineh
L.C. Bell
aFrom the Department of Imaging Research (N.B.S., L.C.B., A.M.S., C.C.Q.), Barrow Neurological Institute, Phoenix, Arizona
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A.M. Stokes
aFrom the Department of Imaging Research (N.B.S., L.C.B., A.M.S., C.C.Q.), Barrow Neurological Institute, Phoenix, Arizona
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L.S. Hu
bDepartment of Radiology (L.S.H.), Mayo Clinic Arizona, Phoenix, Arizona
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J.L. Boxerman
cDepartment of Diagnostic Imaging (J.L.B.), Rhode Island Hospital, Providence, Rhode Island.
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C.C. Quarles
aFrom the Department of Imaging Research (N.B.S., L.C.B., A.M.S., C.C.Q.), Barrow Neurological Institute, Phoenix, Arizona
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    Fig 1.

    A, Parameter space encompassing 3 flip angles, 4 TEs, 4 contrast agent preload and bolus dose combinations, and 2 postprocessing leakage-correction methods. B, Heat map shows CBV accuracy and the precision index for the parameter space shown in A repeated for 3 TRs, 2 B0 values, and 4 data truncation time points. The top 1% best-performing parameter combinations are indicated by black (B0 = 1.5T) and red (B0 = 3T) marks.

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    Fig 2.

    Scatter- and Bland-Altman plots comparing CBV estimates for the (1 + 1) dosing scheme at 3T (A and B) and at 1.5T (C and D) using intermediate (red) and low (blue) flip angle protocols. At 3T, both protocols yield equivalent accuracy and precision (API = 0.91), whereas at 1.5T, the low flip angle protocol provides slightly higher accuracy and precision (API = 0.89) compared with the use of an intermediate flip angle (API = 0.86). Leakage correction was applied using BSW.

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    Fig 3.

    Scatter- and Bland-Altman plots comparing CBV estimates for the (½ + ½) dosing scheme at 3T (A and B) and at 1.5T (C and D) using the intermediate (red) and low flip angle (blue) protocols. At both 3T and 1.5T, CBV values measured using an intermediate flip angle were consistently underestimated, yielding lower accuracy and precision (API = 0.67 and 0.48), respectively. The use of the low flip angle protocol improved both CBV accuracy and precision at 3T (API = 0.82) and 1.5T (API = 0.80). Leakage correction was applied using BSW.

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    Fig 4.

    Scatter- and Bland-Altman plots comparing CBV estimates for the (0 + 1) dosing scheme at 3T (A and B) and at 1.5T (C and D), using the intermediate (red) and low (blue) flip angle protocols. At both 3T and 1.5T, CBV measured using an intermediate flip angle yielded poor accuracy and precision (API = 0.43 and 0.08), respectively. Whereas the use of a low flip angle substantially improved CBV reliability at both 3T (API = 0.83) and 1.5T (API = 0.84), respectively. Leakage correction was applied using BSW.

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    Fig 5.

    Scatter- and Bland-Altman plots comparing CBV estimates for the (¼ +1) dosing scheme at 3T (A and B) and 1.5T (C and D) using the intermediate (red) and low (blue) flip angle protocols. At 3T, both the intermediate and low flip angle protocols provide excellent accuracy (API = 0.86 and 0.90, respectively), comparable with that for (1 + 1) dosing at 3T (API = 0.91). Similar accuracy and precision levels were achieved at 1.5T using the low flip angle protocol (API = 0.89), but not the intermediate flip angle (API = 0.78). Leakage correction was applied using BSW.

Tables

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    Table 1:

    Summary of investigated parameter spacea

    ParameterValues
    Preload + bolus (fractional dose)(0 + 1), (1/4 + 3/4), (1/2 + 1/2), (1/4 + 1), (1/2 + 1), (1 + 1)
    Flip angle30°, 60°, 90°
    TR (sec)1.0, 1.5, 2.0
    TE (ms)20, 30, 40, 50
    Field strength1.5T, 3T
    Upper time limit, integration (sec)180, 150, 120, 90
    Postprocessing leakage correctionUncorrected, BSW, BD, GV, BLS
    • Note:—BD indicates bidirectional; BLS, baseline subtraction.

    • ↵a The dose values are presented as a fraction of a standard contrast agent dose (0.1 mmol/kg).

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    Table 2:

    Comparison of the accuracy and precision index, coefficient of variation, and concordance correlation coefficient for all dosing schemes using intermediate and low flip angle protocols at 1.5T and 3T

    Dosing Scheme (Preload + Bolus)Intermediate Flip AngleaLow Flip Angleb
    1.5T3T1.5T3T
    CCCCV%APICCCCV%APICCCCV%APICCCCV%API
    (0 + 1)0.3021.70.080.5512.40.430.938.70.840.928.20.83
    (1/4 + 3/4)0.5113.30.380.748.80.650.948.90.850.947.80.86
    (1/2 + 1/2)0.6112.70.480.769.20.670.9110.60.800.908.70.82
    (1/4 + 1)0.867.90.780.936.80.860.967.70.890.977.00.90
    (1/2 + 1)0.907.70.820.966.80.890.967.50.890.976.80.91
    (1 + 1)0.947.40.860.976.60.910.967.40.890.986.80.91
    • ↵a FA = 60°, TE = 30 ms, TR = 1.5 sec.

    • ↵b FA = 30°, TE = 50 ms, TR = 1.5 sec, B0 = 1.5T; FA = 30°, TE = 30 ms, TR = 1.5 sec, B0 = 3T.

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N.B. Semmineh, L.C. Bell, A.M. Stokes, L.S. Hu, J.L. Boxerman, C.C. Quarles
Optimization of Acquisition and Analysis Methods for Clinical Dynamic Susceptibility Contrast MRI Using a Population-Based Digital Reference Object
American Journal of Neuroradiology Oct 2018, DOI: 10.3174/ajnr.A5827

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Optimization of Acquisition and Analysis Methods for Clinical Dynamic Susceptibility Contrast MRI Using a Population-Based Digital Reference Object
N.B. Semmineh, L.C. Bell, A.M. Stokes, L.S. Hu, J.L. Boxerman, C.C. Quarles
American Journal of Neuroradiology Oct 2018, DOI: 10.3174/ajnr.A5827
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