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Research ArticleAdult Brain
Open Access

Cerebral Ketones Detected by 3T MR Spectroscopy in Patients with High-Grade Glioma on an Atkins-Based Diet

A. Berrington, K.C. Schreck, B.J. Barron, L. Blair, D.D.M. Lin, A.L. Hartman, E. Kossoff, L. Easter, C.T. Whitlow, Y. Jung, F.-C. Hsu, M.C. Cervenka, J.O. Blakeley, P.B. Barker and R.E. Strowd
American Journal of Neuroradiology November 2019, 40 (11) 1908-1915; DOI: https://doi.org/10.3174/ajnr.A6287
A. Berrington
aFrom the Russell H. Morgan Departments of Radiology and Radiological Science (A.B., D.D.M.L., P.B.B.)
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K.C. Schreck
bNeurology (K.C.S., L.B., A.L.H., E.K., M.C.C., J.O.B., R.E.S.)
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B.J. Barron
dInstitute of Clinical and Translational Research (B.J.B.), Johns Hopkins University School of Medicine, Baltimore, Maryland
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L. Blair
bNeurology (K.C.S., L.B., A.L.H., E.K., M.C.C., J.O.B., R.E.S.)
cPediatrics (L.B., A.L.H.)
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D.D.M. Lin
aFrom the Russell H. Morgan Departments of Radiology and Radiological Science (A.B., D.D.M.L., P.B.B.)
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A.L. Hartman
bNeurology (K.C.S., L.B., A.L.H., E.K., M.C.C., J.O.B., R.E.S.)
cPediatrics (L.B., A.L.H.)
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E. Kossoff
bNeurology (K.C.S., L.B., A.L.H., E.K., M.C.C., J.O.B., R.E.S.)
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L. Easter
eClinical and Translational Science Institute (L.E., R.E.S.)
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C.T. Whitlow
fDepartments of Radiology (C.T.W., Y.J.)
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Y. Jung
fDepartments of Radiology (C.T.W., Y.J.)
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F.-C. Hsu
gBiostatistics and Data Science (F.-C.H.), Division of Public Health Sciences
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M.C. Cervenka
bNeurology (K.C.S., L.B., A.L.H., E.K., M.C.C., J.O.B., R.E.S.)
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J.O. Blakeley
bNeurology (K.C.S., L.B., A.L.H., E.K., M.C.C., J.O.B., R.E.S.)
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P.B. Barker
aFrom the Russell H. Morgan Departments of Radiology and Radiological Science (A.B., D.D.M.L., P.B.B.)
iF. M. Kirby Research Center for Functional Brain Imaging (P.B.B., R.E.S.), Kennedy Krieger Institute, Baltimore, Maryland
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R.E. Strowd
bNeurology (K.C.S., L.B., A.L.H., E.K., M.C.C., J.O.B., R.E.S.)
eClinical and Translational Science Institute (L.E., R.E.S.)
hDepartments of Neurology, Hematology and Oncology (R.E.S.), Wake Forest School of Medicine, Winston-Salem, North Carolina
iF. M. Kirby Research Center for Functional Brain Imaging (P.B.B., R.E.S.), Kennedy Krieger Institute, Baltimore, Maryland
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  • Fig 1.
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    Fig 1.

    Representative MR spectra from 1 patient, together with spectral fitting results from the LCModel, at baseline and week 8. FLAIR MR imaging shows the voxel placement in the lesion in the left insular cortex and the corresponding voxel in the contralateral hemisphere. Individual fits of Ace and bHB at week 8 are also shown below the spectra, as well as those from Lac, glutamate (Glu), glutamine (Gln), and γ-aminobutyric acid (GABA). tCho indicates total Cho; tCr, total creatine; mI, myo-inositol.

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    Fig 2.

    Ketone body (left panel) and metabolite (right panel) concentrations as measured by MR spectroscopy at baseline and week 8 in the contralateral brain (A) and lesion (B) for all subjects. The asterisk indicates P ≤ .05; double asterisks, P ≤ .008 (Bonferroni-adjusted threshold for ketone bodies). Glx indicates glucose; tCho, total choline; tCr, total creatine; tNAA, total NAA; mI, myo-inositol.

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    Fig 3.

    Association between contralateral brain acetone levels estimated by MR spectroscopy and systemic measures of ketosis at week 8. Spearman rank correlation between acetone concentrations (IU error bars represent the ±95% confidence interval based on the LCModel Cramér-Rao values) in the contralateral brain at week 8 plotted against the urinary ketosis score (A) and fasting serum glucose levels (B). Urine ketones are defined as 1, trace (∼5 mg/dL); 2, small (∼15 mg/dL); 3, moderate (∼40 mg/dL); and 4, large (≥80 mg/dL).

Tables

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    Table 1:

    Demographic features of participants

    Demographics(No.) (%)
    Age (mean) (SD) (yr)49.2 (10.6)
    Male sex6 (60%)
    WHO grade
        III7 (70%)
        IV3 (30%)
    Extent of resection
        Biopsy2 (20%)
        Subtotal3 (30%)
        Gross total5 (50%)
    IDH1/2 mutational status
        IDH wild-type4 (40%)
        IDH mutant6 (60%)
    MGMT promoter methylation status
        Unmethylated4 (40%)
        Methylated4 (40%)
        Unknown2 (20%)
    Concurrent TMZ (median) (range) (% completed)100% (80%–100%)
    Adjuvant TMZ (median) (range) (No. of cycles)6 (6–12)
    • Note:—IDH indicates isocitrate dehydrogenase; MGMT, O6-methylguanine-DNA methyltransferase; TMZ, temozolomide.

    • View popup
    Table 2:

    Ketone body concentrations as measured by MR spectroscopy before and after treatment with a ketogenic diet in both the lesion and contralateral braina

    Baseline (IU)No.Week 8 (IU)No.P Value
    Ace
        Contralateral brain0.04 ± 0.0150.16 ± 0.049.004b
        Lesion0.06 ± 0.0340.27 ± 0.069.005b
    bHB
        Contralateral brain0.09 ± 0.0620.28 ± 0.086.12
        Lesion0.07 ± 0.0710.79 ± 0.325.046c
    AcAc
        Contralateral brain0.07 ± 0.0430.06 ± 0.033.76
        Lesion0.03 ± 0.0310.02 ± 0.021.72
    • ↵a P value was computed using paired t tests; No. indicates number of spectra in which the metabolite was fitted according to defined criteria. Errors are provided as standard error of the mean. Data are means unless otherwise indicated.

    • ↵b P ≤ .008 (Bonferroni-adjusted threshold).

    • ↵c P ≤ .05.

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American Journal of Neuroradiology: 40 (11)
American Journal of Neuroradiology
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A. Berrington, K.C. Schreck, B.J. Barron, L. Blair, D.D.M. Lin, A.L. Hartman, E. Kossoff, L. Easter, C.T. Whitlow, Y. Jung, F.-C. Hsu, M.C. Cervenka, J.O. Blakeley, P.B. Barker, R.E. Strowd
Cerebral Ketones Detected by 3T MR Spectroscopy in Patients with High-Grade Glioma on an Atkins-Based Diet
American Journal of Neuroradiology Nov 2019, 40 (11) 1908-1915; DOI: 10.3174/ajnr.A6287

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Cerebral Ketones Detected by 3T MR Spectroscopy in Patients with High-Grade Glioma on an Atkins-Based Diet
A. Berrington, K.C. Schreck, B.J. Barron, L. Blair, D.D.M. Lin, A.L. Hartman, E. Kossoff, L. Easter, C.T. Whitlow, Y. Jung, F.-C. Hsu, M.C. Cervenka, J.O. Blakeley, P.B. Barker, R.E. Strowd
American Journal of Neuroradiology Nov 2019, 40 (11) 1908-1915; DOI: 10.3174/ajnr.A6287
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