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Research ArticleAdult Brain
Open Access

Performance of Standardized Relative CBV for Quantifying Regional Histologic Tumor Burden in Recurrent High-Grade Glioma: Comparison against Normalized Relative CBV Using Image-Localized Stereotactic Biopsies

J.M. Hoxworth, J.M. Eschbacher, A.C. Gonzales, K.W. Singleton, G.D. Leon, K.A. Smith, A.M. Stokes, Y. Zhou, G.L. Mazza, A.B. Porter, M.M. Mrugala, R.S. Zimmerman, B.R. Bendok, D.P. Patra, C. Krishna, J.L. Boxerman, L.C. Baxter, K.R. Swanson, C.C. Quarles, K.M. Schmainda and L.S. Hu
American Journal of Neuroradiology March 2020, 41 (3) 408-415; DOI: https://doi.org/10.3174/ajnr.A6486
J.M. Hoxworth
aFrom the Departments of Radiology (J.M.H., Y.Z., L.S.H.)
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J.M. Eschbacher
fDepartments of Pathology (J.M.E.)
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A.C. Gonzales
bPsychiatry and Psychology (A.C.G.)
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  • ORCID record for A.C. Gonzales
K.W. Singleton
ePrecision Neurotherapeutics Lab (K.W.S., G.D.L., B.R.B., K.R.S.), Mayo Clinic in Arizona, Phoenix, Arizona
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G.D. Leon
ePrecision Neurotherapeutics Lab (K.W.S., G.D.L., B.R.B., K.R.S.), Mayo Clinic in Arizona, Phoenix, Arizona
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K.A. Smith
iKeller Center for Imaging Innovation (A.M.S.), Barrow Neurological Institute, Phoenix, Arizona
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  • ORCID record for K.A. Smith
A.M. Stokes
iKeller Center for Imaging Innovation (A.M.S.), Barrow Neurological Institute, Phoenix, Arizona
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  • ORCID record for A.M. Stokes
Y. Zhou
aFrom the Departments of Radiology (J.M.H., Y.Z., L.S.H.)
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G.L. Mazza
jDepartment of Health Sciences Research (G.L.M.), Division of Biomedical Statistics and Informatics, Mayo Clinic Scottsdale, Scottsdale, Arizona
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A.B. Porter
cNeuro-Oncology (A.B.P., M.M.M.)
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M.M. Mrugala
cNeuro-Oncology (A.B.P., M.M.M.)
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R.S. Zimmerman
dNeurosurgery (R.S.Z., C.K.)
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B.R. Bendok
ePrecision Neurotherapeutics Lab (K.W.S., G.D.L., B.R.B., K.R.S.), Mayo Clinic in Arizona, Phoenix, Arizona
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D.P. Patra
kDepartments of Neurosurgery (D.P.P.)
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C. Krishna
dNeurosurgery (R.S.Z., C.K.)
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J.L. Boxerman
mDepartment of Diagnostic Imaging (J.L.B.), Rhode Island Hospital, Providence, Rhode Island
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L.C. Baxter
lNeuropsychology (L.C.B.), Mayo Clinic Hospital, Phoenix, Arizona
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K.R. Swanson
ePrecision Neurotherapeutics Lab (K.W.S., G.D.L., B.R.B., K.R.S.), Mayo Clinic in Arizona, Phoenix, Arizona
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C.C. Quarles
hNeurobiology (C.C.Q.)
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K.M. Schmainda
nDepartment of Radiology (K.M.S.), Medical College of Wisconsin, Milwaukee, Wisconsin.
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L.S. Hu
aFrom the Departments of Radiology (J.M.H., Y.Z., L.S.H.)
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    Fig 1.

    FTB maps in 3 separate biopsy cases correlating with low, medium, and high histologic tumor content. The 3 rows correspond to 3 separate patients and 3 separate biopsy locations, as shown by the green square ROIs on the anatomic postcontrast images in the far-left column (1A, 1B, 1C). The middle and far right columns show the biopsy locations (green square ROIs) in relation to the normalized (Norm) FTB (1B, 2B, 3B) and standardized (Std) FTB (1C, 2C, 3C) maps. On the FTB maps, blue corresponds to predicted PTRE regions with low rCBV ≤1.0. The yellow (1.75 ≥ rCBV >1.0) and red (rCBV >1.75) correspond to predicted tumor regions. For this study, FTB was defined as the percentage of both yellow and red voxels relative to all voxels within an ROI.

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    Fig 2.

    ROC analyses of the top-performing rCBV metrics for predicting  ≥ 50% histologic tumor content (A) and  ≥ 80% histologic tumor content (B). A, ROC curve for predicting ≥50% histologic tumor content using normalized (blue curve) and standardized (red dotted curve) median rCBV. B, ROC curve for predicting ≥80% histologic tumor content using normalized (blue curve) and standardized (red dotted curve) FTB. The standardized metrics show similar performance compared with corresponding normalized metrics.

Tables

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    Table 1:

    Patient demographics and distribution of recurrent tumors by pathology and grade

    Total No.Age (yr)Men (Total)Women (Total)
    Patient demographics38Mean = 49.3, Range = 24–691919
    Pathology and grade
     Recurrent ODG (GIII)3Mean = 4621
     Recurrent astrocytoma (GIII)2Mean = 5211
     Recurrent GBM (GIV)33Mean = 501617
    • Note:—ODG indicates oligodendroglioma; GIII, WHO Grade III; GIV, WHO Grade IV.

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    Table 2:

    Summary of predictive performance for normalized and standardized rCBV metrics

    rCBV MetricHistologic Tumor Content (0%–100%), Pearson Coefficient (P Value)Tumor Content ≥50%, ROC-AUC (Optimal Threshold)Tumor Content ≥80%, ROC-AUC (Optimal Threshold)
    FTB
     Normalizedr = 0.63 (<.001)0.80 (0.72)0.77 (0.84)
     Standardizedr = 0.66 (<.001)0.82 (0.56)0.80 (0.64)
    Mean rCBV
     Normalizedr = 0.45 (<.001)0.86 (1.558)0.75 (1.603)
     Standardizedr = 0.53 (<.001)0.85 (1.187)0.78 (1.187)
    Median rCBV
     Normalizedr = 0.48 (<.001)0.87 (1.68)0.77 (1.378)
     Standardizedr = 0.55 (<.001)0.86 (1.071)0.79 (1.10)
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American Journal of Neuroradiology: 41 (3)
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Performance of Standardized Relative CBV for Quantifying Regional Histologic Tumor Burden in Recurrent High-Grade Glioma: Comparison against Normalized Relative CBV Using Image-Localized Stereotactic Biopsies
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J.M. Hoxworth, J.M. Eschbacher, A.C. Gonzales, K.W. Singleton, G.D. Leon, K.A. Smith, A.M. Stokes, Y. Zhou, G.L. Mazza, A.B. Porter, M.M. Mrugala, R.S. Zimmerman, B.R. Bendok, D.P. Patra, C. Krishna, J.L. Boxerman, L.C. Baxter, K.R. Swanson, C.C. Quarles, K.M. Schmainda, L.S. Hu
Performance of Standardized Relative CBV for Quantifying Regional Histologic Tumor Burden in Recurrent High-Grade Glioma: Comparison against Normalized Relative CBV Using Image-Localized Stereotactic Biopsies
American Journal of Neuroradiology Mar 2020, 41 (3) 408-415; DOI: 10.3174/ajnr.A6486

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Performance of Standardized Relative CBV for Quantifying Regional Histologic Tumor Burden in Recurrent High-Grade Glioma: Comparison against Normalized Relative CBV Using Image-Localized Stereotactic Biopsies
J.M. Hoxworth, J.M. Eschbacher, A.C. Gonzales, K.W. Singleton, G.D. Leon, K.A. Smith, A.M. Stokes, Y. Zhou, G.L. Mazza, A.B. Porter, M.M. Mrugala, R.S. Zimmerman, B.R. Bendok, D.P. Patra, C. Krishna, J.L. Boxerman, L.C. Baxter, K.R. Swanson, C.C. Quarles, K.M. Schmainda, L.S. Hu
American Journal of Neuroradiology Mar 2020, 41 (3) 408-415; DOI: 10.3174/ajnr.A6486
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