Literature DB >> 26451969

Intravoxel incoherent motion imaging kinetics during chemoradiotherapy for human papillomavirus-associated squamous cell carcinoma of the oropharynx: preliminary results from a prospective pilot study.

Yao Ding1,2, John D Hazle2, Abdallah S R Mohamed1,3, Steven J Frank1, Brian P Hobbs4, Rivka R Colen5, G Brandon Gunn1, Jihong Wang6, Jayashree Kalpathy-Cramer7, Adam S Garden1, Stephen Y Lai8, David I Rosenthal1, Clifton D Fuller1,9.   

Abstract

This study aims to identify the temporal kinetics of intravoxel incoherent motion (IVIM) MRI in patients with human papillomavirus-associated (HPV+) oropharyngeal squamous cell carcinoma. Patients were enrolled under an Institutional Review Board (IRB)-approved protocol as part of an ongoing prospective clinical trial. All patients underwent two MRI studies: a baseline scan before chemoradiotherapy and a mid-treatment scan 3-4 weeks after treatment initiation. Parametric maps representing pure diffusion coefficient (D), pseudo-diffusion coefficient (D*), perfusion fraction (f) and apparent diffusion coefficient (ADC) were generated. The Mann-Whitney U-test was used to assess the temporal variation of IVIM metrics. Bayesian quadratic discriminant analysis (QDA) was used to evaluate the extent to which mid-treatment changes in IVIM metrics could be combined to predict sites that would achieve complete response (CR) in multivariate analysis. Thirty-one patients were included in the final analysis with 59 lesions. Pretreatment ADC and D values of the CR lesions (n = 19) were significantly lower than those of non-CR lesions (n = 33). Mid-treatment ADC, D and f values were significantly higher (p < 0.0001) than pretreatment values for all lesions. Each increase in normalized ΔADC of size 0.1 yielded a 1.45-fold increase in the odds of CR (p < 0.0003), each increase in normalized ΔD of size 0.1 yielded a 1.53-fold increase in the odds of CR (p < 0.0002), and each unit increase in Δf yielded a 2.29-fold increase in the odds of CR (p < 0.02). Combined ΔD and ΔADC were integrated into a multivariate prediction model and attained an AUC of 0.87 (95% confidence interval: 0.79, 0.96), as well as a sensitivity of 0.63, specificity of 0.85 and accuracy of 0.78, under leave-one-out cross-validation. In conclusion, IVIM is feasible and potentially useful in the prediction and assessment of the early response of HPV+ oropharyngeal squamous cell carcinoma to chemoradiotherapy.
Copyright © 2015 John Wiley & Sons, Ltd.

Entities:  

Keywords:  HPV-associated oropharyngeal cancer; chemoradiotherapy; intravoxel incoherent motion imaging; response assessment

Mesh:

Year:  2015        PMID: 26451969      PMCID: PMC4715635          DOI: 10.1002/nbm.3412

Source DB:  PubMed          Journal:  NMR Biomed        ISSN: 0952-3480            Impact factor:   4.044


  44 in total

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Authors:  James G Pipe; Victoria G Farthing; Kirsten P Forbes
Journal:  Magn Reson Med       Date:  2002-01       Impact factor: 4.668

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Review 3.  Imaging of diffusion and microcirculation with gradient sensitization: design, strategy, and significance.

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4.  Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging.

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Journal:  Radiology       Date:  1988-08       Impact factor: 11.105

5.  Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach.

Authors:  E R DeLong; D M DeLong; D L Clarke-Pearson
Journal:  Biometrics       Date:  1988-09       Impact factor: 2.571

6.  On the use of Bayesian probability theory for analysis of exponential decay data: an example taken from intravoxel incoherent motion experiments.

Authors:  J J Neil; G L Bretthorst
Journal:  Magn Reson Med       Date:  1993-05       Impact factor: 4.668

7.  Quantification of cerebral arterial blood volume using arterial spin labeling with intravoxel incoherent motion-sensitive gradients.

Authors:  Tae Kim; Seong-Gi Kim
Journal:  Magn Reson Med       Date:  2006-05       Impact factor: 4.668

8.  Patterns of local-regional recurrence following parotid-sparing conformal and segmental intensity-modulated radiotherapy for head and neck cancer.

Authors:  L A Dawson; Y Anzai; L Marsh; M K Martel; A Paulino; J A Ship; A Eisbruch
Journal:  Int J Radiat Oncol Biol Phys       Date:  2000-03-15       Impact factor: 7.038

9.  Prognostic value of tumor regression during radiotherapy for head and neck cancer: a prospective study.

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10.  Patterns of failure in patients receiving definitive and postoperative IMRT for head-and-neck cancer.

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Journal:  Int J Radiat Oncol Biol Phys       Date:  2003-02-01       Impact factor: 7.038

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5.  Intravoxel incoherent motion diffusion-weighted MRI during chemoradiation therapy to characterize and monitor treatment response in human papillomavirus head and neck squamous cell carcinoma.

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Journal:  J Magn Reson Imaging       Date:  2016-11-11       Impact factor: 4.813

6.  The ability of post-chemoradiotherapy DWI ADCmean and 18F-FDG SUVmax to predict treatment outcomes in head and neck cancer: impact of human papilloma virus oropharyngeal cancer status.

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7.  Utility of a Hybrid IVIM-DKI Model to Predict the Development of Distant Metastasis in Head and Neck Squamous Cell Carcinoma Patients.

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8.  Non-invasive prediction of the tumor growth rate using advanced diffusion models in head and neck squamous cell carcinoma patients.

Authors:  Noriyuki Fujima; Tomohiro Sakashita; Akihiro Homma; Taisuke Harada; Yukie Shimizu; Khin Khin Tha; Kohsuke Kudo; Hiroki Shirato
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9.  Prospective in silico study of the feasibility and dosimetric advantages of MRI-guided dose adaptation for human papillomavirus positive oropharyngeal cancer patients compared with standard IMRT.

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Journal:  Clin Transl Radiat Oncol       Date:  2018-05-05

10.  Magnetic Resonance-based Response Assessment and Dose Adaptation in Human Papilloma Virus Positive Tumors of the Oropharynx treated with Radiotherapy (MR-ADAPTOR): An R-IDEAL stage 2a-2b/Bayesian phase II trial.

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Journal:  Clin Transl Radiat Oncol       Date:  2018-08-24
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