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AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Research ArticleBrain Tumor Imaging

Identification of a Single-Dose, Low-Flip-Angle–Based CBV Threshold for Fractional Tumor Burden Mapping in Recurrent Glioblastoma

Aliya Anil, Ashley M. Stokes, John P. Karis, Laura C. Bell, Jennifer Eschbacher, Kristofer Jennings, Melissa A. Prah, Leland S. Hu, Jerrold L. Boxerman, Kathleen M. Schmainda and C. Chad Quarles
American Journal of Neuroradiology October 2024, 45 (10) 1545-1551; DOI: https://doi.org/10.3174/ajnr.A8357
Aliya Anil
aFrom the Cancer System Imaging (A.A., C.C.Q.), The University of Texas MD Anderson Cancer Center, Houston, Texas
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  • ORCID record for Aliya Anil
Ashley M. Stokes
bDivision of Neuroimaging Research and Barrow Neuroimaging Innovation Center (A.M.S.), Barrow Neurological Institute, Phoenix, Arizona
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John P. Karis
cDepartment of Neuroradiology (J.P.K.), Barrow Neurological Institute, Phoenix, Arizona
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Laura C. Bell
dClinical Imaging Group (L.C.B.), Genentech Inc., San Francisco, California
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Jennifer Eschbacher
eDepartment of Neuropathology (J.E.), Barrow Neurological Institute, Phoenix, Arizona
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Kristofer Jennings
fDepartment of Biostatistics (K.J.), The University of Texas MD Anderson Cancer Center, Houston, Texas
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Melissa A. Prah
gDepartment of Biophysics (M.A.P., K.M.S.), Medical College of Wisconsin, Milwaukee, Wisconsin
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Leland S. Hu
hDepartment of Radiology (L.S.H.), Division of Neuroradiology, Mayo Clinic Arizona, Phoenix, Arizona
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Jerrold L. Boxerman
iDepartment of Diagnostic Imaging (J.L.B.), Rhode Island Hospital, Providence, Rhode Island
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Kathleen M. Schmainda
gDepartment of Biophysics (M.A.P., K.M.S.), Medical College of Wisconsin, Milwaukee, Wisconsin
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C. Chad Quarles
aFrom the Cancer System Imaging (A.A., C.C.Q.), The University of Texas MD Anderson Cancer Center, Houston, Texas
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Figures

  • FIG 1.
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    FIG 1.

    A sRCBV comparison between the single-dose, LFA protocol and the double-dose, MFA protocol on the mean tumor ROI across all the patients (n = 52) included in the study. This result shows a strong agreement between the 2 protocols with a concordance correlation coefficient value of 0.99.

  • FIG 2.
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    FIG 2.

    Histogram of CCC across each patient, ranging from 0.52 to 0.96. Seventy-seven percent of patients exhibit a CCC greater than 0.8.

  • FIG 3.
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    FIG 3.

    The area under the ROC curve (AUC) for the optimal LFA-based thresholds is found to be 0.95 and 0.96 for sRCBV <1.0 and >1.56, respectively.

  • FIG 4.
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    FIG 4.

    Boxplots (with individual datapoints) showing the consistency between percentage of tumor voxels (sRCBV >1.0) in the enhancing tumor for the double-dose, MFA and single-dose, LFA protocols.

  • FIG 5.
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    FIG 5.

    A–C, The patient shown is a 73-year-old woman with grade-IV glioblastoma presenting 15 months after surgical resection. D–F, The patient shown is a 34-year-old man with grade-IV glioblastoma presenting 20 months after surgical resection. Images include anatomic postcontrast T1-weighted images (A and D), FTB maps for the single-dose, LFA protocol (B and E) by using 1.0 and 1.37, and the reference double-dose, MFA protocol (C and F) by using 1.0 and 1.56 superimposed on the contrast-enhanced T1-weighted images. Blue, yellow, and red voxels represent PTRE (FTBlow, sRCBV <1.0), tumor/treatment effect admixture (FTBmid, 1.0 > sRCBV <1.37 [LFA], 1.56 [MFA]), and high tumor cell probability (FTBhigh, sRCBV >1.37 [LFA], 1.56 [MFA]), respectively. The Dice similarity coefficients comparing the LFA and MFA sRCBV for PTRE and tumor recurrence for the patient in (A–C) are 0.85 and 0.87, respectively. For the patient in (D–F), the coefficients are 0.77 for PTRE and 0.96 for tumor recurrence.

  • FIG 6.
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    FIG 6.

    Histogram of Dice similarity coefficient between the regions of PTRE (sRCBV <1.0) and tumor recurrence (sRCBV >1.0) for each patient. Ninety-two percent and 67% of the subjects show a Dice similarity coefficient greater than 0.8 for sRCBV <1.0 and sRCBV >1.0, respectively.

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American Journal of Neuroradiology: 45 (10)
American Journal of Neuroradiology
Vol. 45, Issue 10
1 Oct 2024
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Cite this article
Aliya Anil, Ashley M. Stokes, John P. Karis, Laura C. Bell, Jennifer Eschbacher, Kristofer Jennings, Melissa A. Prah, Leland S. Hu, Jerrold L. Boxerman, Kathleen M. Schmainda, C. Chad Quarles
Identification of a Single-Dose, Low-Flip-Angle–Based CBV Threshold for Fractional Tumor Burden Mapping in Recurrent Glioblastoma
American Journal of Neuroradiology Oct 2024, 45 (10) 1545-1551; DOI: 10.3174/ajnr.A8357

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Low-Flip-Angle CBV Threshold in Glioblastoma
Aliya Anil, Ashley M. Stokes, John P. Karis, Laura C. Bell, Jennifer Eschbacher, Kristofer Jennings, Melissa A. Prah, Leland S. Hu, Jerrold L. Boxerman, Kathleen M. Schmainda, C. Chad Quarles
American Journal of Neuroradiology Oct 2024, 45 (10) 1545-1551; DOI: 10.3174/ajnr.A8357
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