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Research ArticleAdult Brain
Open Access

MR Elastography Analysis of Glioma Stiffness and IDH1-Mutation Status

K.M. Pepin, K.P. McGee, A. Arani, D.S. Lake, K.J. Glaser, A. Manduca, I.F. Parney, R.L. Ehman and J. Huston
American Journal of Neuroradiology January 2018, 39 (1) 31-36; DOI: https://doi.org/10.3174/ajnr.A5415
K.M. Pepin
aFrom the Mayo Graduate School (K.M.P.)
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K.P. McGee
bDepartments of Radiology (K.P.M., A.A., D.S.L., K.J.G., A.M., R.L.E., J.H.)
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A. Arani
bDepartments of Radiology (K.P.M., A.A., D.S.L., K.J.G., A.M., R.L.E., J.H.)
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D.S. Lake
bDepartments of Radiology (K.P.M., A.A., D.S.L., K.J.G., A.M., R.L.E., J.H.)
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K.J. Glaser
bDepartments of Radiology (K.P.M., A.A., D.S.L., K.J.G., A.M., R.L.E., J.H.)
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A. Manduca
bDepartments of Radiology (K.P.M., A.A., D.S.L., K.J.G., A.M., R.L.E., J.H.)
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I.F. Parney
cNeurosurgery (I.F.P.), Mayo Clinic College of Medicine, Rochester, Minnesota.
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R.L. Ehman
bDepartments of Radiology (K.P.M., A.A., D.S.L., K.J.G., A.M., R.L.E., J.H.)
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J. Huston III
bDepartments of Radiology (K.P.M., A.A., D.S.L., K.J.G., A.M., R.L.E., J.H.)
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  • Fig 1.
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    Fig 1.

    Brain MRE experimental setup and image processing. A, Brain MRE soft pillow driver placed within the 8-channel MR imaging head coil and positioned beneath the head to induce shear waves in the brain. B, Axial T2 FLAIR image of a glioblastoma, IDH1 wild type (51-year-old man), with tumor denoted by a solid white line, and peritumoral edema, by a black dotted line. MRE shear wave image (C) and elastogram (D) or stiffness map display a soft tumor with a stiffness of 1.1 kPa in the tumor compared with 3.5 kPa in a size-matched region of unaffected white matter on the contralateral hemisphere.

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    Fig 2.

    A, Gliomas are softer than normal brain tissue, compared with size-matched ROIs in the unaffected contralateral white matter (asterisk indicates P < .001). An outlier is indicated by a plus sign, and whiskers on the boxplot indicate the 25th and 75th percentiles. B, Glioma stiffness decreases with increasing tumor grade (double asterisks indicate P < .05).

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    Fig 3.

    A, Comparison of the tumor stiffness (|G*|) between IDH1–R132H (n = 12) and wild type (WT) gliomas (n = 6). Gliomas with wild type IDH1 were significantly softer than gliomas with a mutation in IDH1–R132H (asterisk indicates P = .007). The whiskers on the boxplot indicate the 25th and 75th percentiles. B, Tumor shear stiffness by tumor grade for all patients in this study including IDH1–R132H mutated tumors (white circles) and wild type IDH1 (WT, black circles). The horizontal dotted line at 2.0 kPa separates the IDH1-mutated and wild type gliomas with a sensitivity and specificity of 83% and 100%. There is one secondary IDH1-mutated GBM with a low |G*| = 1.5 kPa, and it may be unique due to the secondary disease subtype.

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    Fig 4.

    Stiffness heterogeneity of gliomas. Noncontrast, axial MRE magnitude images (left column), shear wave images (middle column), and elastograms (right column) for 2 patients with grade III gliomas. Images in the top row are from an oligodendroglioma with an IDH1–R132H mutation with |G*| = 3.3 kPa (a 31-year-old man), while the bottom row is from a diffuse astrocytoma with wild type IDH1 with |G*| = 1.7 kPa (a 44-year-old woman).

Tables

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  • Patient and tumor characteristics

    No.SexAge (yr)Tumor Size (cm3)LocationContrast EnhancementIDH1 Mutated?1p/19q Codeleted?Histologic and Genetic ClassificationGrade
    1F3616.8Left parietalNoneYesYesOligodendroglioma, IDH mutant and 1p19q codeletedII
    2M3960.6Right temporalNoneYesNoDiffuse astrocytoma, IDH mutantII
    3M3414.7Left frontalPartialYesNoDiffuse astrocytoma, IDH mutantII
    4M3154.7Right frontalNoneYesYesOligodendroglioma, IDH mutant and 1p19q codeletedII
    5M654.1Left frontalNoneYesYesOligodendrogliomaII
    6M3137.5Left frontalNoneYesYesOligodendroglioma, IDH mutant and 1p19q codeletedIII
    7F3566.9Right frontalNoneYesNoDiffuse astrocytoma, IDH mutantIII
    8F3771.0Left temporalPartialYesNoDiffuse astrocytoma, IDH mutantIII
    9M5159.9Left temporalNoneYesYesOligodendroglioma, IDH mutant and 1p19q codeletedIII
    10F60117.0Right frontalPartialYesNoDiffuse astrocytoma, IDH mutantIII
    11F4475.6Right frontalNoneNoNoDiffuse astrocytoma, IDH wild typeIII
    12M3338.9Left frontalPartialNoNoDiffuse astrocytoma, IDH wild typeIII
    13F285.5Left frontalPartialYes–GlioblastomaIV
    14M2598.3Right frontalPartialYes–GlioblastomaIV
    15M5127.6Left postcentral gyrusCompleteNo–GlioblastomaIV
    16M469.5Left temporalNoneNo–GlioblastomaIV
    17M687.3Left frontalCompleteNo–GlioblastomaIV
    18M5537.1Right thalamusCompleteNo–GlioblastomaIV
    • Note:— – indicates not applicable.

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American Journal of Neuroradiology: 39 (1)
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K.M. Pepin, K.P. McGee, A. Arani, D.S. Lake, K.J. Glaser, A. Manduca, I.F. Parney, R.L. Ehman, J. Huston
MR Elastography Analysis of Glioma Stiffness and IDH1-Mutation Status
American Journal of Neuroradiology Jan 2018, 39 (1) 31-36; DOI: 10.3174/ajnr.A5415

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MR Elastography Analysis of Glioma Stiffness and IDH1-Mutation Status
K.M. Pepin, K.P. McGee, A. Arani, D.S. Lake, K.J. Glaser, A. Manduca, I.F. Parney, R.L. Ehman, J. Huston
American Journal of Neuroradiology Jan 2018, 39 (1) 31-36; DOI: 10.3174/ajnr.A5415
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