Cargando…
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...
Autores principales: | , , , , , , , , , , , |
---|---|
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 |
_version_ | 1782517146286292992 |
---|---|
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 |
format | Online Article Text |
id | pubmed-5363344 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT paudyalramesh intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma AT ohjunghun intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma AT riaznadeem intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma AT venigallapraveen intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma AT lijingao intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma AT hatzoglouvaios intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma AT leemanjonathan intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma AT nunezdavidaramburu intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma AT luyonggang intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma AT deasyjosepho intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma AT leenancy intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma AT shukladaveamita intravoxelincoherentmotiondiffusionweightedmriduringchemoradiationtherapytocharacterizeandmonitortreatmentresponseinhumanpapillomavirusheadandnecksquamouscellcarcinoma |