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Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator

BACKGROUND AND PURPOSE: Diffusion weighted imaging (DWI) allows for the interrogation of tissue cellularity, which is a surrogate for cellular proliferation. Previous attempts to incorporate DWI into the workflow of a 0.35 T MR-linac (MRL) have lacked quantitative accuracy. In this study, accuracy,...

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Autores principales: Weygand, Joseph, Armstrong, Tess, Bryant, John Michael, Andreozzi, Jacqueline M., Oraiqat, Ibrahim M., Nichols, Steven, Liveringhouse, Casey L., Latifi, Kujtim, Yamoah, Kosj, Costello, James R., Frakes, Jessica M., Moros, Eduardo G., El Naqa, Issam M., Naghavi, Arash O., Rosenberg, Stephen A., Redler, Gage
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10692914/
https://www.ncbi.nlm.nih.gov/pubmed/38045642
http://dx.doi.org/10.1016/j.phro.2023.100505
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author Weygand, Joseph
Armstrong, Tess
Bryant, John Michael
Andreozzi, Jacqueline M.
Oraiqat, Ibrahim M.
Nichols, Steven
Liveringhouse, Casey L.
Latifi, Kujtim
Yamoah, Kosj
Costello, James R.
Frakes, Jessica M.
Moros, Eduardo G.
El Naqa, Issam M.
Naghavi, Arash O.
Rosenberg, Stephen A.
Redler, Gage
author_facet Weygand, Joseph
Armstrong, Tess
Bryant, John Michael
Andreozzi, Jacqueline M.
Oraiqat, Ibrahim M.
Nichols, Steven
Liveringhouse, Casey L.
Latifi, Kujtim
Yamoah, Kosj
Costello, James R.
Frakes, Jessica M.
Moros, Eduardo G.
El Naqa, Issam M.
Naghavi, Arash O.
Rosenberg, Stephen A.
Redler, Gage
author_sort Weygand, Joseph
collection PubMed
description BACKGROUND AND PURPOSE: Diffusion weighted imaging (DWI) allows for the interrogation of tissue cellularity, which is a surrogate for cellular proliferation. Previous attempts to incorporate DWI into the workflow of a 0.35 T MR-linac (MRL) have lacked quantitative accuracy. In this study, accuracy, repeatability, and geometric precision of apparent diffusion coefficient (ADC) maps produced using an echo planar imaging (EPI)-based DWI protocol on the MRL system is illustrated, and in vivo potential for longitudinal patient imaging is demonstrated. MATERIALS AND METHODS: Accuracy and repeatability were assessed by measuring ADC values in a diffusion phantom at three timepoints and comparing to reference ADC values. System-dependent geometric distortion was quantified by measuring the distance between 93 pairs of phantom features on ADC maps acquired on a 0.35 T MRL and a 3.0 T diagnostic scanner and comparing to spatially precise CT images. Additionally, for five sarcoma patients receiving radiotherapy on the MRL, same-day in vivo ADC maps were acquired on both systems, one of which at multiple timepoints. RESULTS: Phantom ADC quantification was accurate on the 0.35 T MRL with significant discrepancies only seen at high ADC. Average geometric distortions were 0.35 (±0.02) mm and 0.85 (±0.02) mm in the central slice and 0.66 (±0.04) mm and 2.14 (±0.07) mm at 5.4 cm off-center for the MRL and diagnostic system, respectively. In the sarcoma patients, a mean pretreatment ADC of 910x10(-6) (±100x10(-6)) mm(2)/s was measured on the MRL. CONCLUSIONS: The acquisition of accurate, repeatable, and geometrically precise ADC maps is possible at 0.35 T with an EPI approach.
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spelling pubmed-106929142023-12-03 Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator Weygand, Joseph Armstrong, Tess Bryant, John Michael Andreozzi, Jacqueline M. Oraiqat, Ibrahim M. Nichols, Steven Liveringhouse, Casey L. Latifi, Kujtim Yamoah, Kosj Costello, James R. Frakes, Jessica M. Moros, Eduardo G. El Naqa, Issam M. Naghavi, Arash O. Rosenberg, Stephen A. Redler, Gage Phys Imaging Radiat Oncol Original Research Article BACKGROUND AND PURPOSE: Diffusion weighted imaging (DWI) allows for the interrogation of tissue cellularity, which is a surrogate for cellular proliferation. Previous attempts to incorporate DWI into the workflow of a 0.35 T MR-linac (MRL) have lacked quantitative accuracy. In this study, accuracy, repeatability, and geometric precision of apparent diffusion coefficient (ADC) maps produced using an echo planar imaging (EPI)-based DWI protocol on the MRL system is illustrated, and in vivo potential for longitudinal patient imaging is demonstrated. MATERIALS AND METHODS: Accuracy and repeatability were assessed by measuring ADC values in a diffusion phantom at three timepoints and comparing to reference ADC values. System-dependent geometric distortion was quantified by measuring the distance between 93 pairs of phantom features on ADC maps acquired on a 0.35 T MRL and a 3.0 T diagnostic scanner and comparing to spatially precise CT images. Additionally, for five sarcoma patients receiving radiotherapy on the MRL, same-day in vivo ADC maps were acquired on both systems, one of which at multiple timepoints. RESULTS: Phantom ADC quantification was accurate on the 0.35 T MRL with significant discrepancies only seen at high ADC. Average geometric distortions were 0.35 (±0.02) mm and 0.85 (±0.02) mm in the central slice and 0.66 (±0.04) mm and 2.14 (±0.07) mm at 5.4 cm off-center for the MRL and diagnostic system, respectively. In the sarcoma patients, a mean pretreatment ADC of 910x10(-6) (±100x10(-6)) mm(2)/s was measured on the MRL. CONCLUSIONS: The acquisition of accurate, repeatable, and geometrically precise ADC maps is possible at 0.35 T with an EPI approach. Elsevier 2023-11-08 /pmc/articles/PMC10692914/ /pubmed/38045642 http://dx.doi.org/10.1016/j.phro.2023.100505 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Research Article
Weygand, Joseph
Armstrong, Tess
Bryant, John Michael
Andreozzi, Jacqueline M.
Oraiqat, Ibrahim M.
Nichols, Steven
Liveringhouse, Casey L.
Latifi, Kujtim
Yamoah, Kosj
Costello, James R.
Frakes, Jessica M.
Moros, Eduardo G.
El Naqa, Issam M.
Naghavi, Arash O.
Rosenberg, Stephen A.
Redler, Gage
Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator
title Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator
title_full Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator
title_fullStr Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator
title_full_unstemmed Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator
title_short Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator
title_sort accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 t magnetic resonance imaging-guided linear accelerator
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10692914/
https://www.ncbi.nlm.nih.gov/pubmed/38045642
http://dx.doi.org/10.1016/j.phro.2023.100505
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