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Research ArticleHead and Neck Imaging

Can Pretreatment CT Perfusion Predict Response of Advanced Squamous Cell Carcinoma of the Upper Aerodigestive Tract Treated with Induction Chemotherapy?

A. Zima, R. Carlos, D. Gandhi, I. Case, T. Teknos and S.K. Mukherji
American Journal of Neuroradiology February 2007, 28 (2) 328-334;
A. Zima
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R. Carlos
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D. Gandhi
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I. Case
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T. Teknos
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S.K. Mukherji
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    Fig 1.

    Examples of CT perfusion images for a patient with squamous cell carcinoma of the epiglottis.

    A, Regions of interest are drawn within the ipsilateral internal carotid artery (1), internal jugular vein (2), and around the tumor margins (3).

    B, Concentration curves of the previously selected regions of interest are plotted with Hounsfield units on the y-axis and time on the x-axis.

    C, Corresponding BF map of the neck at the level of the epiglottic tumor.

    D, Corresponding BV map of the neck at the level of the epiglottic tumor.

  • Fig 2.
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    Fig 2.

    The relationship to BV values as a function response, defined as >50% reduction in tumor volume as assessed by endoscopy.

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    Fig 3.

    The relationship to BF values as a function response, defined as >50% reduction in tumor volume as assessed by endoscopy.

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    Fig 4.

    The area under the ROC curve for the predictive model.

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    Fig 5.

    The probability of response to induction chemotherapy as a function of BV.

  • Fig 6.
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    Fig 6.

    The potential use of the prediction model using the 17 patients in this study in clinical practice.

    A, Actual response. In our patient population, all 17 patients underwent induction chemotherapy. Twelve patients responded (+) and received additional chemotherapy and radiation; 5 patients underwent surgery and radiation.

    B, Using ≥90% pretest probability as a threshold. In this hypothetical application of the prediction rule, 10 patients would be directed immediately to organ preservation, whereas 7 patients would undergo induction chemotherapy. Of those 7 patients, 2 patients would respond and proceed to organ preservation therapy, and the remaining 5 patients would proceed to surgery and radiation.

    C, Using ≥10% pretest probability as a threshold. In this hypothetical application, 2 patients would receive immediate surgery and radiation, whereas 15 would undergo induction chemotherapy. Using this low threshold, 3 patients would not respond to induction chemotherapy with potential delay in more invasive, but appropriate, surgery and radiation therapy.

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    Table 1:

    Location, stage of tumor, and the decrease in tumor volume as assessed by endoscopy

    SexAgeTumor LocationTMNStageEndoscopic Response (%)
    M40Buccal mucosaT3 N0III20
    M66EpiglottisT3 N0III65
    F80Oral tongueT3 N0III70
    F49EpiglottisT3 N0III100
    M53Base of tongueT3 N1III90
    M53Base of tongueT3 N1III40
    M63Base of tongueT1 N2cIV95
    F57TonsilT2 N2aIV70
    M55Base of tongueT2 N2aIV100
    M48TonsilT2 N2bIV90
    M48TonsilT2 N3IV70
    F46EpiglottisT3 N2bIV60
    M46TonsilT3 N2bIV100
    F72Base of tongueT4 N0IV50
    M55TonsilT4 N2bIV50
    F53Base of tongueT4 N2cIV20
    M58Base of tongueT4 N2cIV70
    • Note:—M indicates male; F, female.

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    Table 2:

    Means and ranges for the 4 CT perfusion parameters for responders and nonresponders

    BF (ml/100 g)BV (ml/100 g)MTT (seconds)CP (ml/100 g/min)
    Responders
        Mean155.99.46.818.8
        Range39.1–361.04.6–24.22.4–12.69.8–27.1
    Nonresponders
        Mean78.54.65.414.2
        Range54.5–108.53.0–5.44.4–7.010.4–19.1
    • Note:—BF indicates blood flow; BV, blood volume; MTT, mean transit time; CP, capillary permeability

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American Journal of Neuroradiology: 28 (2)
American Journal of Neuroradiology
Vol. 28, Issue 2
February 2007
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Can Pretreatment CT Perfusion Predict Response of Advanced Squamous Cell Carcinoma of the Upper Aerodigestive Tract Treated with Induction Chemotherapy?
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A. Zima, R. Carlos, D. Gandhi, I. Case, T. Teknos, S.K. Mukherji
Can Pretreatment CT Perfusion Predict Response of Advanced Squamous Cell Carcinoma of the Upper Aerodigestive Tract Treated with Induction Chemotherapy?
American Journal of Neuroradiology Feb 2007, 28 (2) 328-334;

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Can Pretreatment CT Perfusion Predict Response of Advanced Squamous Cell Carcinoma of the Upper Aerodigestive Tract Treated with Induction Chemotherapy?
A. Zima, R. Carlos, D. Gandhi, I. Case, T. Teknos, S.K. Mukherji
American Journal of Neuroradiology Feb 2007, 28 (2) 328-334;
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  • Human Papillomavirus, p16, and Epidermal Growth Factor Receptor Biomarkers and CT Perfusion Values in Head and Neck Squamous Cell Carcinoma
  • Head and Neck Tumors: Assessment of Perfusion-Related Parameters and Diffusion Coefficients Based on the Intravoxel Incoherent Motion Model
  • Neuroradiology Back to the Future: Head and Neck Imaging
  • Biologic Imaging of Head and Neck Cancer: The Present and the Future
  • Prediction of Disease-Free Survival in Patients with Squamous Cell Carcinomas of the Head and Neck Using Dynamic Contrast-Enhanced MR Imaging
  • CT Perfusion of Head and Neck Cancer: Why We Should Care versus Why Should We Care!
  • Perfusion CT in Squamous Cell Carcinoma of the Upper Aerodigestive Tract: Long-Term Predictive Value of Baseline Perfusion CT Measurements
  • Changes in Perfusion CT of Advanced Squamous Cell Carcinoma of the Head and Neck Treated during the Course of Concomitant Chemoradiotherapy
  • Prediction of Response to Chemoradiation Therapy in Squamous Cell Carcinomas of the Head and Neck Using Dynamic Contrast-Enhanced MR Imaging
  • Intra- and Interobserver Agreement and Impact of Arterial Input Selection in Perfusion CT Measurements Performed in Squamous Cell Carcinoma of the Upper Aerodigestive Tract
  • Response and Progression-Free Survival in Oropharynx Squamous Cell Carcinoma Assessed by Pretreatment Perfusion CT: Comparison with Tumor Volume Measurements
  • Diffusion-Weighted Magnetic Resonance Imaging for Predicting and Detecting Early Response to Chemoradiation Therapy of Squamous Cell Carcinomas of the Head and Neck
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