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Research ArticleAdult Brain
Open Access

Prognostic Predictions for Patients with Glioblastoma after Standard Treatment: Application of Contrast Leakage Information from DSC-MRI within Nonenhancing FLAIR High-Signal-Intensity Lesions

S.H. Kim, K.H. Cho, S.H. Choi, T.M. Kim, C.K. Park, S.H. Park, J.K. Won, I.H. Kim and S.T. Lee
American Journal of Neuroradiology December 2019, 40 (12) 2052-2058; DOI: https://doi.org/10.3174/ajnr.A6297
S.H. Kim
aFrom the Departments of Radiology (S.H.K., K.H.C., S.H.C.)
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K.H. Cho
aFrom the Departments of Radiology (S.H.K., K.H.C., S.H.C.)
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S.H. Choi
aFrom the Departments of Radiology (S.H.K., K.H.C., S.H.C.)
dCenter for Nanoparticle Research (S.H.C.), Institute for Basic Science, Seoul, Korea
eSchool of Chemical and Biological Engineering (S.H.C.), Seoul National University, Seoul, Korea
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T.M. Kim
fDepartments of Internal Medicine (T.M.K.)
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C.K. Park
hDepartment of Neurosurgery (C.K.P.), Biomedical Research Institute, Seoul National University College of Medicine, Seoul, Korea.
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S.H. Park
bPathology (S.H.P., J.K.W.)
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J.K. Won
bPathology (S.H.P., J.K.W.)
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I.H. Kim
gRadiation Oncology (I.H.K.), Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
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S.T. Lee
cNeurology (S.T.L.), Seoul National University College of Medicine, Seoul, Korea
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    Fig 1.

    A 64-year-old patient with glioblastoma who had early disease progression (PFS = 14 months) after standard treatment. The preoperative axial contrast-enhanced T1WI (A) and FLAIR (B) images represent an enhancing area and nonenhancing FLAIR high-signal-intensity lesions, respectively. The preoperative parametric maps of contrast leakage information (EF, Ktrans, Ve, and Vp) are shown (C, D, E, and F, respectively). A low EF value on the nonenhancing FLAIR high-signal-intensity lesion was observed, with an EF 95th percentile value of 5.67.

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    Fig 2.

    A 60-year-old patient with glioblastoma who had nonprogression (PFS = 31 months) after standard treatment. The preoperative axial contrast-enhanced T1WI (A) and FLAIR (B) images represent an enhancing area and a nonenhancing FLAIR high-signal-intensity lesion, respectively. The preoperative parametric maps of contrast leakage information (EF, Ktrans, Ve, and Vp) are shown (C, D, E, and F, respectively). A high EF value on a nonenhancing FLAIR high-signal-intensity lesion was noted, with an EF 95th percentile value of 16.69.

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    Table 1:

    Clinical characteristics of the study populationa

    CharacteristicsTotal (n = 102)Progression (n = 87)Nonprogression (n = 15)P Value
    Mean age (yr)56.959.2 ± 13.551.3 ± 14.0.04b
    Mean radiation dose (Gy)51.952.5 ± 18.448.6 ± 0.6.43b
    Sex.40c
     Male59527
     Female43358
    Methylated MGMT promoter.09c
     Positive594712
     Negative42393
    IDH1/2 mutation.28c
     Positive752
     Negative948113
    • ↵a Unless otherwise specified, data are given as the number of patients.

    • ↵b Calculated with an unpaired Student t test.

    • ↵c Calculated with the Fisher exact test.

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    Table 2:

    Comparison of the parametric values of the progression and nonprogression groupsa

    ParametersProgression (n = 71)Nonprogression (n = 15)P Valueb
    Mean tumor volume (mL)119.84 ± 85.65161.81 ± 102.59.10
    EF 95th PV (%)11.053 ± 7.65115.790 ± 8.693.04
    EF mean (%)2.473 ± 1.5523.140 ± 1.463.13
    Ktrans 95th PV (min–1)0.140 ± 0.1180.177 ± 0.132.28
    Ktrans mean (min–1)0.022 ± 0.0240.0260 ± 0.021.59
    Ve 95th PV51.604 ± 71.96544.480 ± 29.773.71
    Ve mean7.750 ± 16.0506.209 ± 4.917.71
    Vp 95th PV5.334 ± 5.4886.594 ± 4.807.41
    Vp mean1.264 ± 1.3521.384 ± 0.100.75
    • Note:—PV indicates percentile value.

    • ↵a Patients with a follow-up period of >24 months without progression (n = 15) or PFS of ≤24 months (n = 71) were analyzed.

    • ↵b Calculated with an unpaired Student t test.

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American Journal of Neuroradiology: 40 (12)
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S.H. Kim, K.H. Cho, S.H. Choi, T.M. Kim, C.K. Park, S.H. Park, J.K. Won, I.H. Kim, S.T. Lee
Prognostic Predictions for Patients with Glioblastoma after Standard Treatment: Application of Contrast Leakage Information from DSC-MRI within Nonenhancing FLAIR High-Signal-Intensity Lesions
American Journal of Neuroradiology Dec 2019, 40 (12) 2052-2058; DOI: 10.3174/ajnr.A6297

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Prognostic Predictions for Patients with Glioblastoma after Standard Treatment: Application of Contrast Leakage Information from DSC-MRI within Nonenhancing FLAIR High-Signal-Intensity Lesions
S.H. Kim, K.H. Cho, S.H. Choi, T.M. Kim, C.K. Park, S.H. Park, J.K. Won, I.H. Kim, S.T. Lee
American Journal of Neuroradiology Dec 2019, 40 (12) 2052-2058; DOI: 10.3174/ajnr.A6297
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