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

PURPOSE: Characterize and monitor treatment response in human papillomavirus (HPV) head and neck squamous cell carcinoma (HNSCC) using intra‐treatment (intra‐TX) imaging metrics derived from intravoxel incoherent motion (IVIM) diffusion‐weighted magnetic resonance imaging (DW‐MRI). MATERIALS AND MET...

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Autores principales: Paudyal, Ramesh, Oh, Jung Hun, Riaz, Nadeem, Venigalla, Praveen, Li, Jingao, Hatzoglou, Vaios, Leeman, Jonathan, Nunez, David Aramburu, Lu, Yonggang, Deasy, Joseph O., Lee, Nancy, Shukla‐Dave, Amita
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5363344/
https://www.ncbi.nlm.nih.gov/pubmed/27862553
http://dx.doi.org/10.1002/jmri.25523
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author Paudyal, Ramesh
Oh, Jung Hun
Riaz, Nadeem
Venigalla, Praveen
Li, Jingao
Hatzoglou, Vaios
Leeman, Jonathan
Nunez, David Aramburu
Lu, Yonggang
Deasy, Joseph O.
Lee, Nancy
Shukla‐Dave, Amita
author_facet Paudyal, Ramesh
Oh, Jung Hun
Riaz, Nadeem
Venigalla, Praveen
Li, Jingao
Hatzoglou, Vaios
Leeman, Jonathan
Nunez, David Aramburu
Lu, Yonggang
Deasy, Joseph O.
Lee, Nancy
Shukla‐Dave, Amita
author_sort Paudyal, Ramesh
collection PubMed
description PURPOSE: Characterize and monitor treatment response in human papillomavirus (HPV) head and neck squamous cell carcinoma (HNSCC) using intra‐treatment (intra‐TX) imaging metrics derived from intravoxel incoherent motion (IVIM) diffusion‐weighted magnetic resonance imaging (DW‐MRI). MATERIALS AND METHODS: Thirty‐four (30 HPV positive [+] and 4 HPV negative [‐]) HNSCC patients underwent a total of 136 MRI including multi‐b value DW‐MRI (pretreatment [pre‐TX] and intra‐TX weeks 1, 2, and 3) at 3.0 Tesla. All patients were treated with chemo‐radiation therapy. Monoexponential (yielding apparent diffusion coefficient [ADC]) and bi‐exponential (yielding perfusion fraction [f], diffusion [D], and pseudo‐diffusion [D*] coefficients) fits were performed on a region of interest and voxel‐by‐voxel basis, on metastatic neck nodes. Response was assessed using RECISTv1.1. The relative percentage change in D, f, and D* between the pre‐ and intra‐TX weeks were used for hierarchical clustering. A Wilcoxon rank‐sum test was performed to assess the difference in metrics within and between the complete response (CR) and non‐CR groups. RESULTS: The delta (Δ) change in volume (V)(1wk‐0wk) for the CR group differed significantly (P = 0.016) from the non‐CR group, while not for V(2wk‐0wk) and V(3wk‐0wk) (P > 0.05). The mean increase in ΔD(3wk‐0wk) for the CR group was significantly higher (P = 0.017) than the non‐CR group. ADC and D showed an increasing trend at each intra‐TX week when compared with pre‐TX in CR group (P < 0.003). Hierarchical clustering demonstrated the existence of clusters in HPV + patients. CONCLUSION: After appropriate validation in a larger population, these IVIM imaging metrics may be useful for individualized treatment in HNSCC patients. Level of Evidence: 2 J. Magn. Reson. Imaging 2017;45:1013–1023
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spelling pubmed-53633442017-04-06 Intravoxel incoherent motion diffusion‐weighted MRI during chemoradiation therapy to characterize and monitor treatment response in human papillomavirus head and neck squamous cell carcinoma Paudyal, Ramesh Oh, Jung Hun Riaz, Nadeem Venigalla, Praveen Li, Jingao Hatzoglou, Vaios Leeman, Jonathan Nunez, David Aramburu Lu, Yonggang Deasy, Joseph O. Lee, Nancy Shukla‐Dave, Amita J Magn Reson Imaging Original Research PURPOSE: Characterize and monitor treatment response in human papillomavirus (HPV) head and neck squamous cell carcinoma (HNSCC) using intra‐treatment (intra‐TX) imaging metrics derived from intravoxel incoherent motion (IVIM) diffusion‐weighted magnetic resonance imaging (DW‐MRI). MATERIALS AND METHODS: Thirty‐four (30 HPV positive [+] and 4 HPV negative [‐]) HNSCC patients underwent a total of 136 MRI including multi‐b value DW‐MRI (pretreatment [pre‐TX] and intra‐TX weeks 1, 2, and 3) at 3.0 Tesla. All patients were treated with chemo‐radiation therapy. Monoexponential (yielding apparent diffusion coefficient [ADC]) and bi‐exponential (yielding perfusion fraction [f], diffusion [D], and pseudo‐diffusion [D*] coefficients) fits were performed on a region of interest and voxel‐by‐voxel basis, on metastatic neck nodes. Response was assessed using RECISTv1.1. The relative percentage change in D, f, and D* between the pre‐ and intra‐TX weeks were used for hierarchical clustering. A Wilcoxon rank‐sum test was performed to assess the difference in metrics within and between the complete response (CR) and non‐CR groups. RESULTS: The delta (Δ) change in volume (V)(1wk‐0wk) for the CR group differed significantly (P = 0.016) from the non‐CR group, while not for V(2wk‐0wk) and V(3wk‐0wk) (P > 0.05). The mean increase in ΔD(3wk‐0wk) for the CR group was significantly higher (P = 0.017) than the non‐CR group. ADC and D showed an increasing trend at each intra‐TX week when compared with pre‐TX in CR group (P < 0.003). Hierarchical clustering demonstrated the existence of clusters in HPV + patients. CONCLUSION: After appropriate validation in a larger population, these IVIM imaging metrics may be useful for individualized treatment in HNSCC patients. Level of Evidence: 2 J. Magn. Reson. Imaging 2017;45:1013–1023 John Wiley and Sons Inc. 2016-11-11 2017-04 /pmc/articles/PMC5363344/ /pubmed/27862553 http://dx.doi.org/10.1002/jmri.25523 Text en © 2016 The Authors Journal of Magnetic Resonance Imaging published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial‐NoDerivs (http://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Research
Paudyal, Ramesh
Oh, Jung Hun
Riaz, Nadeem
Venigalla, Praveen
Li, Jingao
Hatzoglou, Vaios
Leeman, Jonathan
Nunez, David Aramburu
Lu, Yonggang
Deasy, Joseph O.
Lee, Nancy
Shukla‐Dave, Amita
Intravoxel incoherent motion diffusion‐weighted MRI during chemoradiation therapy to characterize and monitor treatment response in human papillomavirus head and neck squamous cell carcinoma
title Intravoxel incoherent motion diffusion‐weighted MRI during chemoradiation therapy to characterize and monitor treatment response in human papillomavirus head and neck squamous cell carcinoma
title_full Intravoxel incoherent motion diffusion‐weighted MRI during chemoradiation therapy to characterize and monitor treatment response in human papillomavirus head and neck squamous cell carcinoma
title_fullStr Intravoxel incoherent motion diffusion‐weighted MRI during chemoradiation therapy to characterize and monitor treatment response in human papillomavirus head and neck squamous cell carcinoma
title_full_unstemmed Intravoxel incoherent motion diffusion‐weighted MRI during chemoradiation therapy to characterize and monitor treatment response in human papillomavirus head and neck squamous cell carcinoma
title_short Intravoxel incoherent motion diffusion‐weighted MRI during chemoradiation therapy to characterize and monitor treatment response in human papillomavirus head and neck squamous cell carcinoma
title_sort intravoxel incoherent motion diffusion‐weighted mri during chemoradiation therapy to characterize and monitor treatment response in human papillomavirus head and neck squamous cell carcinoma
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5363344/
https://www.ncbi.nlm.nih.gov/pubmed/27862553
http://dx.doi.org/10.1002/jmri.25523
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