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Research ArticleAdult Brain
Open Access

Association between Tumor Acidity and Hypervascularity in Human Gliomas Using pH-Weighted Amine Chemical Exchange Saturation Transfer Echo-Planar Imaging and Dynamic Susceptibility Contrast Perfusion MRI at 3T

Y.-L. Wang, J. Yao, A. Chakhoyan, C. Raymond, N. Salamon, L.M. Liau, P.L. Nghiemphu, A. Lai, W.B. Pope, N. Nguyen, M. Ji, T.F. Cloughesy and B.M. Ellingson
American Journal of Neuroradiology June 2019, 40 (6) 979-986; DOI: https://doi.org/10.3174/ajnr.A6063
Y.-L. Wang
aFrom the UCLA Brain Tumor Imaging Laboratory (Y.-L.W., J.Y., A.C., C.R., B.M.E.)
hDepartment of Radiology (Y.-L.W.), People's Liberation Army General Hospital, Beijing, China
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J. Yao
aFrom the UCLA Brain Tumor Imaging Laboratory (Y.-L.W., J.Y., A.C., C.R., B.M.E.)
bCenter for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences (J.Y., A.C., C.R., N.S., W.B.P., B.M.E.)
iDepartment of Bioengineering (J.Y., B.M.E.), Henry Samueli School of Engineering and Applied Science, University of California, Los Angeles, Los Angeles, California.
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A. Chakhoyan
aFrom the UCLA Brain Tumor Imaging Laboratory (Y.-L.W., J.Y., A.C., C.R., B.M.E.)
bCenter for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences (J.Y., A.C., C.R., N.S., W.B.P., B.M.E.)
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C. Raymond
aFrom the UCLA Brain Tumor Imaging Laboratory (Y.-L.W., J.Y., A.C., C.R., B.M.E.)
bCenter for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences (J.Y., A.C., C.R., N.S., W.B.P., B.M.E.)
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N. Salamon
bCenter for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences (J.Y., A.C., C.R., N.S., W.B.P., B.M.E.)
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L.M. Liau
fUCLA Brain Research Institute (L.M.L., A.L., B.M.E.)
gDepartment of Neurosurgery (L.M.L.), David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California
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P.L. Nghiemphu
dDepartment of Neurology (P.L.N., A.L., N.N., M.J., T.F.C.)
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A. Lai
dDepartment of Neurology (P.L.N., A.L., N.N., M.J., T.F.C.)
fUCLA Brain Research Institute (L.M.L., A.L., B.M.E.)
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W.B. Pope
bCenter for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences (J.Y., A.C., C.R., N.S., W.B.P., B.M.E.)
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N. Nguyen
dDepartment of Neurology (P.L.N., A.L., N.N., M.J., T.F.C.)
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M. Ji
dDepartment of Neurology (P.L.N., A.L., N.N., M.J., T.F.C.)
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T.F. Cloughesy
dDepartment of Neurology (P.L.N., A.L., N.N., M.J., T.F.C.)
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B.M. Ellingson
aFrom the UCLA Brain Tumor Imaging Laboratory (Y.-L.W., J.Y., A.C., C.R., B.M.E.)
bCenter for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences (J.Y., A.C., C.R., N.S., W.B.P., B.M.E.)
cPhysics and Biology in Medicine (B.M.E.)
eDepartment of Psychiatry and Biobehavioral Sciences (B.M.E.)
fUCLA Brain Research Institute (L.M.L., A.L., B.M.E.)
iDepartment of Bioengineering (J.Y., B.M.E.), Henry Samueli School of Engineering and Applied Science, University of California, Los Angeles, Los Angeles, California.
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    Fig 1.

    Postcontrast T1-weighted images, T2-weighted FLAIR images, CBV, and pH-weighted MR images of a 68-year-old male patient (A) with a recurrent IDHWT, MGMT-unmethylated anaplastic (WHO III) oligodendroglioma and a 68-year-old male patient (C) with a recurrent IDHWT, MGMT-unmethylated glioblastoma. Note the high vascularity and acidity within the areas of contrast enhancement and high acidity extending into the areas of T2 hyperintensity. B and D, The bivariate histogram of pH-weighted MTRasym and CBV of all voxels within the T2-hyperintense lesion and contrast-enhancing lesion of the corresponding patient. The lesion ROIs are outlined in red (contrast-enhancing lesion) and blue (T2-hyperintense lesion) in the MR images. In the patient in C, the white arrow indicates a nonenhancing part of the lesion, which demonstrates low CBV with elevated acidity, while the black arrow indicates an enhancing lesion with both high CBV and high MTRasym contrast.

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    Fig 2.

    A, Association between CBV and tumor acidity within T2-hyperintense lesion areas in all patients, both treatment-naïve and those on active treatment. B, Cerebral blood volume and MTRasym at 3 ppm, a measure of tumor acidity, within T2-hyperintense lesions compared between low-grade and high-grade gliomas. The median value of CBV is 1.163 in LGGs and 0.9470 in HGGs. The median value of MTRasym at 3 ppm is 1.316% in LGGs and 1.706% in HGGs (P = .0176). C and E, The correlation between CBV and tumor acidity in LGGs and HGGs, respectively. D and F, The bivariate histograms of pH-weighted MTRasym and CBV of all voxels within T2-hyperintense lesions across patients in LGGs and HGGs, respectively. Note that in HGGs, in all voxel analyses (F), there is a high correlation component (black arrow) and a low correlation component (white arrow). The bivariate histograms were plotted with the logarithmic scale for better visualization.

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    Fig 3.

    A, Measurements of CBV and MTRasym at 3 ppm within T2-hyperintense lesions for IDH mutant and IDH wild-type gliomas are compared. The median value of CBV is 1.163 in IDHMUT and 0.9298 in IDHWT. The median value of MTRasym at 3 ppm is 1.538% in IDHMUT and 1.722% in IDHWT (P = .0368). B, The Pearson correlation R values between CBV MTRasym at 3 ppm in T2-hyperintense lesions for IDHMUT and IDHWT are compared. The median value of R is −0.001871 in IDHMUT and 0.09405 in IDHWT (P = .0076). C and D, The patient-wise correlation between CBV and MTRasym at 3 ppm in T2-hyperintense lesions for IDHWT and IDHMUT tumors, respectively.

Tables

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  • Patient demographics

    All PatientsWHO IIWHO IIIWHO IV
    No. of patients
        Total90242640
        Presurgery43 (47.8%)15 (62.5%)15 (57.7%)13 (32.5%)
        Postsurgery, pretreatment15 (16.7%)5 (20.8%)3 (12.0%)7 (17.5%)
        On treatment (radiation, chemotherapy, and so forth)32 (35.6%)4 (16.7%)8 (32.0%) (2 on bevacizumab)20 (50.0%) (2 on bevacizumab)
    Age (yr)
        Mean50.34446.356.8
        Range15 (pediatric)–9022–9015 (pediatric)–7019–81
    Sex
        Male59 (65.6%)10 (41.7%)17 (65.4%)32 (80.0%)
        Female31 (35.4%)14 (58.3%)9 (34.6%)8 (20.0%)
    IDH status
        Wild-type51 (56.7%)2 (8.3%)11 (42.3%)38 (95.0%)
        Mutant39 (43.3%)22 (91.7%)15 (57.7%)2 (5.0%)
    MGMT-promoter methylation status
        Unmethylated27 (30.0%)1 (4.2%)6 (23.1%)20 (50.0%)
        Methylated17 (18.9%)4 (16.7%)1 (3.8%)12 (30.0%)
        NA46 (51.1%)19 (79.2%)19 (73.1%)8 (20.0%)
    Histology
        Astrocytoma25 (27.8%)10 (41.7%)15 (57.7%)NA
        Oligoastrocytoma11 (12.2%)2 (8.3%)9 (34.6%)NA
        Oligodendroglioma14 (15.6%)12 (50.0%)2 (7.7%)NA
    • Note:—NA indicates not applicable.

    • a Data are number and percentage unless otherwise indicated.

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American Journal of Neuroradiology: 40 (6)
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Y.-L. Wang, J. Yao, A. Chakhoyan, C. Raymond, N. Salamon, L.M. Liau, P.L. Nghiemphu, A. Lai, W.B. Pope, N. Nguyen, M. Ji, T.F. Cloughesy, B.M. Ellingson
Association between Tumor Acidity and Hypervascularity in Human Gliomas Using pH-Weighted Amine Chemical Exchange Saturation Transfer Echo-Planar Imaging and Dynamic Susceptibility Contrast Perfusion MRI at 3T
American Journal of Neuroradiology Jun 2019, 40 (6) 979-986; DOI: 10.3174/ajnr.A6063

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Association between Tumor Acidity and Hypervascularity in Human Gliomas Using pH-Weighted Amine Chemical Exchange Saturation Transfer Echo-Planar Imaging and Dynamic Susceptibility Contrast Perfusion MRI at 3T
Y.-L. Wang, J. Yao, A. Chakhoyan, C. Raymond, N. Salamon, L.M. Liau, P.L. Nghiemphu, A. Lai, W.B. Pope, N. Nguyen, M. Ji, T.F. Cloughesy, B.M. Ellingson
American Journal of Neuroradiology Jun 2019, 40 (6) 979-986; DOI: 10.3174/ajnr.A6063
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