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Research ArticleSpine Imaging and Spine Image-Guided Interventions

T1-Weighted, Dynamic Contrast-Enhanced MR Perfusion Imaging Can Differentiate between Treatment Success and Failure in Spine Metastases Undergoing Radiation Therapy

Mark Behar, Kyung K. Peck, Onur Yildirim, Jamie Tisnado, Atin Saha, Julio Arevalo-Perez, Eric Lis, Yoshiya Yamada, Andrei I. Holodny and Sasan Karimi
American Journal of Neuroradiology December 2023, 44 (12) 1451-1457; DOI: https://doi.org/10.3174/ajnr.A8057
Mark Behar
aFrom the Department of Radiology (M.B., K.K.P., O.Y., J.T., A.S., J.A.-P., E.L., A.I.H., S.K.), Memorial Sloan Kettering Cancer Center, New York, New York
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  • ORCID record for Mark Behar
Kyung K. Peck
aFrom the Department of Radiology (M.B., K.K.P., O.Y., J.T., A.S., J.A.-P., E.L., A.I.H., S.K.), Memorial Sloan Kettering Cancer Center, New York, New York
bDepartment of Medical Physics (K.K.P.), Memorial Sloan Kettering Cancer Center, New York, New York
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Onur Yildirim
aFrom the Department of Radiology (M.B., K.K.P., O.Y., J.T., A.S., J.A.-P., E.L., A.I.H., S.K.), Memorial Sloan Kettering Cancer Center, New York, New York
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Jamie Tisnado
aFrom the Department of Radiology (M.B., K.K.P., O.Y., J.T., A.S., J.A.-P., E.L., A.I.H., S.K.), Memorial Sloan Kettering Cancer Center, New York, New York
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Atin Saha
aFrom the Department of Radiology (M.B., K.K.P., O.Y., J.T., A.S., J.A.-P., E.L., A.I.H., S.K.), Memorial Sloan Kettering Cancer Center, New York, New York
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Julio Arevalo-Perez
aFrom the Department of Radiology (M.B., K.K.P., O.Y., J.T., A.S., J.A.-P., E.L., A.I.H., S.K.), Memorial Sloan Kettering Cancer Center, New York, New York
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Eric Lis
aFrom the Department of Radiology (M.B., K.K.P., O.Y., J.T., A.S., J.A.-P., E.L., A.I.H., S.K.), Memorial Sloan Kettering Cancer Center, New York, New York
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Yoshiya Yamada
cDepartment of Radiation Oncology (Y.Y.), Memorial Sloan Kettering Cancer Center, New York, New York
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Andrei I. Holodny
aFrom the Department of Radiology (M.B., K.K.P., O.Y., J.T., A.S., J.A.-P., E.L., A.I.H., S.K.), Memorial Sloan Kettering Cancer Center, New York, New York
dDepartment of Radiology (A.I.H.), Weill Medical College of Cornell University, New York, New York
eDepartment of Neuroscience (A.I.H.), Weill-Cornell Graduate School of the Medical Sciences, New York, New York
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Sasan Karimi
aFrom the Department of Radiology (M.B., K.K.P., O.Y., J.T., A.S., J.A.-P., E.L., A.I.H., S.K.), Memorial Sloan Kettering Cancer Center, New York, New York
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  • FIG 1.
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    FIG 1.

    Example of a 64-year-old male patient with metastatic pancreatic neuroendocrine cancer demonstrating a successful treatment response at L3. The left column shows sagittal T1-weighted MR imaging of the lower spine. The hypointense area corresponds to vertebral lesions. The middle column shows plasma volume (Vp) maps of the lesions. The normalized Vp of the lesion was 9.26 before RT, and 1.13 after RT, a reduction of 87.8%. The right column is a T1-weighted MR imaging merged with the perfusion Vp map. The arrows indicate the lesions of interest.

  • FIG 2.
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    FIG 2.

    Example of a 63-year-old female patient with metastatic thymoma demonstrating an unsuccessful treatment response at T9 and the associated epidural area. The left column shows sagittal T1-weighted MR imaging of the cervical and thoracic spine. The hypointense area corresponds to vertebral lesions. The middle column shows plasma volume (Vp) maps of the lesions. Although tumor size decreased 19.4%, the normalized Vp of the lesion was 5.48 before RT and 9.03 after RT, an increase of 64.8%. The patient experienced progression of disease, particularly in the epidural-associated portion of the tumor. Additional RT therapy was required from T8–T10 14 months after the secondary imaging study. The right column is a T1-weighted MR imaging merged with the perfusion Vp map. The arrows indicate the lesions of interest.

  • FIG 3.
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    FIG 3.

    Box-and-whisker plot of the ΔVp and the change in mean vessel permeability (ΔKtrans) by group. The mean ΔVp is −57.3% in the clinical response group and +88.2% in the persistent disease group. The mean ΔKtrans is −11.7% in the clinical response group and +51.4% in the persistent disease group. There is a statistically significant difference in ΔVp between the persistent disease and clinical response groups as evidenced by a Mann-Whitney U test (P < .001). ΔK12 indicates ΔKtrans.

  • FIG 4.
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    FIG 4.

    Graphs of the averaged MR signal intensity separated by the clinical outcome group. There is a reduction in averaged signal intensity following RT within the clinical response group. However, averaged signal intensity remains elevated within the persistent disease group.

  • FIG 5.
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    FIG 5.

    ROC curve of the ΔVp (area under the ROC curve, 0.86; 95% CI, 0.717–1) and change in lesion area (Δarea; area under the ROC curve, 0.68; 95% CI, 0.505–0.846). The optimal ΔVp cutoff is −40%, which yields a sensitivity of 91% and a specificity of 87%. The optimal Δarea cutoff is −10%, which yields a sensitivity of 82% and a specificity of 47%. AUC indicates area under the curve.

Tables

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  • Patient demographics and cancer type

    TotalClinical ResponsePersistent Disease
    Patients and age (y)
        No. of patients493811
        Age (mean) (yr)63 (SD, 13)61 (SD, 13)68 (SD, 7)
    Sex
        No. of men29245
        No. of women20146
    Lesion location
        Cervical220
        Thoracic27207
        Lumbar16133
        Sacral431
    Metastatic source
        Lung1293
        RCC981
        Breast532
        Prostate440
        Thyroid440
        Melanoma330
        Other1275
    • Note:—RCC indicates renal cell carcinoma.

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American Journal of Neuroradiology: 44 (12)
American Journal of Neuroradiology
Vol. 44, Issue 12
1 Dec 2023
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Cite this article
Mark Behar, Kyung K. Peck, Onur Yildirim, Jamie Tisnado, Atin Saha, Julio Arevalo-Perez, Eric Lis, Yoshiya Yamada, Andrei I. Holodny, Sasan Karimi
T1-Weighted, Dynamic Contrast-Enhanced MR Perfusion Imaging Can Differentiate between Treatment Success and Failure in Spine Metastases Undergoing Radiation Therapy
American Journal of Neuroradiology Dec 2023, 44 (12) 1451-1457; DOI: 10.3174/ajnr.A8057

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T1W MR Perfusion in Spine Metastases Therapy
Mark Behar, Kyung K. Peck, Onur Yildirim, Jamie Tisnado, Atin Saha, Julio Arevalo-Perez, Eric Lis, Yoshiya Yamada, Andrei I. Holodny, Sasan Karimi
American Journal of Neuroradiology Dec 2023, 44 (12) 1451-1457; DOI: 10.3174/ajnr.A8057
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