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Clinical evaluation of 4D MRI in the delineation of gross and internal tumor volumes in comparison with 4DCT
PURPOSE: To evaluate clinical utility of respiratory‐correlated (RC) four‐dimensional magnetic resonance imaging (4DMRI) for lung tumor delineation and motion assessment, in comparison with the current clinical standard of 4D computed tomography (4DCT). METHODS AND MATERIALS: A prospective T2‐weight...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6753727/ https://www.ncbi.nlm.nih.gov/pubmed/31538719 http://dx.doi.org/10.1002/acm2.12699 |
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author | Zhang, Jingjing Srivastava, Shreya Wang, Chunyu Beckham, Thomas Johnson, Christopher Dutta, Pinaki Shepherd, Annemarie Mechalakos, James Hunt, Margie Wu, Abraham Rimner, Andreas Li, Guang |
author_facet | Zhang, Jingjing Srivastava, Shreya Wang, Chunyu Beckham, Thomas Johnson, Christopher Dutta, Pinaki Shepherd, Annemarie Mechalakos, James Hunt, Margie Wu, Abraham Rimner, Andreas Li, Guang |
author_sort | Zhang, Jingjing |
collection | PubMed |
description | PURPOSE: To evaluate clinical utility of respiratory‐correlated (RC) four‐dimensional magnetic resonance imaging (4DMRI) for lung tumor delineation and motion assessment, in comparison with the current clinical standard of 4D computed tomography (4DCT). METHODS AND MATERIALS: A prospective T2‐weighted (T2w) RC‐4DMRI technique was applied to acquire coronal 4DMRI images for 14 lung cancer patients (16 lesions) during free breathing (FB) under an IRB‐approved protocol, together with a breath‐hold (BH) T1w 3DMRI and axial 4DMRI. Clinical simulation CT and 4DCT were acquired within 2 h. An internal navigator was applied to trigger amplitude‐binned 4DMRI acquisition whereas a bellows or real‐time position management (RPM) was used in the 4DCT reconstruction. Six radiation oncologists manually delineated the gross and internal tumor volumes (GTV and ITV) in 399 3D images using programmed clinical workflows under a tumor delineation guideline. The ITV was the union of GTVs within the breathing cycle without margin. Average GTV and motion range were assessed and ITV variation between 4DMRI and 4DCT was evaluated using the Dice similarity index, mean distance agreement (MDA), and volume difference. RESULTS: The mean tumor volume is similar between 4DCT (GTV(4DCT) = 1.0, as the reference) and T2w‐4DMRI (GTV(T2wMR) = 0.97), but smaller in T1w MRI (GTV(T1wMR) = 0.76), suggesting possible peripheral edema around the tumor. Average GTV variation within the breathing cycle (22%) in 4DMRI is slightly greater than 4DCT (17%). GTV motion variation (−4 to 12 mm) and ITV variation (∆V(ITV)=−25 to 95%) between 4DCT and 4DMRI are large, confirmed by relatively low ITV similarity (Dice = 0.72 ± 0.11) and large MDA = 2.9 ± 1.5 mm. CONCLUSION: Average GTVs are similar between T2w‐4DMRI and 4DCT, but smaller by 25% in T1w BH MRI. Physician training and breathing coaching may be necessary to reduce ITV variability between 4DMRI and 4DCT. Four‐dimensional magnetic resonance imaging is a promising and viable technique for clinical lung tumor delineation and motion assessment. |
format | Online Article Text |
id | pubmed-6753727 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-67537272019-09-23 Clinical evaluation of 4D MRI in the delineation of gross and internal tumor volumes in comparison with 4DCT Zhang, Jingjing Srivastava, Shreya Wang, Chunyu Beckham, Thomas Johnson, Christopher Dutta, Pinaki Shepherd, Annemarie Mechalakos, James Hunt, Margie Wu, Abraham Rimner, Andreas Li, Guang J Appl Clin Med Phys Radiation Oncology Physics PURPOSE: To evaluate clinical utility of respiratory‐correlated (RC) four‐dimensional magnetic resonance imaging (4DMRI) for lung tumor delineation and motion assessment, in comparison with the current clinical standard of 4D computed tomography (4DCT). METHODS AND MATERIALS: A prospective T2‐weighted (T2w) RC‐4DMRI technique was applied to acquire coronal 4DMRI images for 14 lung cancer patients (16 lesions) during free breathing (FB) under an IRB‐approved protocol, together with a breath‐hold (BH) T1w 3DMRI and axial 4DMRI. Clinical simulation CT and 4DCT were acquired within 2 h. An internal navigator was applied to trigger amplitude‐binned 4DMRI acquisition whereas a bellows or real‐time position management (RPM) was used in the 4DCT reconstruction. Six radiation oncologists manually delineated the gross and internal tumor volumes (GTV and ITV) in 399 3D images using programmed clinical workflows under a tumor delineation guideline. The ITV was the union of GTVs within the breathing cycle without margin. Average GTV and motion range were assessed and ITV variation between 4DMRI and 4DCT was evaluated using the Dice similarity index, mean distance agreement (MDA), and volume difference. RESULTS: The mean tumor volume is similar between 4DCT (GTV(4DCT) = 1.0, as the reference) and T2w‐4DMRI (GTV(T2wMR) = 0.97), but smaller in T1w MRI (GTV(T1wMR) = 0.76), suggesting possible peripheral edema around the tumor. Average GTV variation within the breathing cycle (22%) in 4DMRI is slightly greater than 4DCT (17%). GTV motion variation (−4 to 12 mm) and ITV variation (∆V(ITV)=−25 to 95%) between 4DCT and 4DMRI are large, confirmed by relatively low ITV similarity (Dice = 0.72 ± 0.11) and large MDA = 2.9 ± 1.5 mm. CONCLUSION: Average GTVs are similar between T2w‐4DMRI and 4DCT, but smaller by 25% in T1w BH MRI. Physician training and breathing coaching may be necessary to reduce ITV variability between 4DMRI and 4DCT. Four‐dimensional magnetic resonance imaging is a promising and viable technique for clinical lung tumor delineation and motion assessment. John Wiley and Sons Inc. 2019-09-20 /pmc/articles/PMC6753727/ /pubmed/31538719 http://dx.doi.org/10.1002/acm2.12699 Text en © 2019 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, Inc. on behalf of American Association of Physicists in Medicine. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Radiation Oncology Physics Zhang, Jingjing Srivastava, Shreya Wang, Chunyu Beckham, Thomas Johnson, Christopher Dutta, Pinaki Shepherd, Annemarie Mechalakos, James Hunt, Margie Wu, Abraham Rimner, Andreas Li, Guang Clinical evaluation of 4D MRI in the delineation of gross and internal tumor volumes in comparison with 4DCT |
title | Clinical evaluation of 4D MRI in the delineation of gross and internal tumor volumes in comparison with 4DCT |
title_full | Clinical evaluation of 4D MRI in the delineation of gross and internal tumor volumes in comparison with 4DCT |
title_fullStr | Clinical evaluation of 4D MRI in the delineation of gross and internal tumor volumes in comparison with 4DCT |
title_full_unstemmed | Clinical evaluation of 4D MRI in the delineation of gross and internal tumor volumes in comparison with 4DCT |
title_short | Clinical evaluation of 4D MRI in the delineation of gross and internal tumor volumes in comparison with 4DCT |
title_sort | clinical evaluation of 4d mri in the delineation of gross and internal tumor volumes in comparison with 4dct |
topic | Radiation Oncology Physics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6753727/ https://www.ncbi.nlm.nih.gov/pubmed/31538719 http://dx.doi.org/10.1002/acm2.12699 |
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