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Synthetic MRI for Radiotherapy Planning for Brain and Prostate Cancers: Phantom Validation and Patient Evaluation

PURPOSE: We aimed to evaluate the accuracy of T(1) and T(2) mappings derived from a multispectral pulse sequence (magnetic resonance image compilation, MAGiC(®)) on 1.5-T MRI and with conventional sequences [gradient echo with variable flip angle (GRE-VFA) and multi-echo spin echo (ME-SE)] compared...

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Autores principales: Gouel, Pierrick, Hapdey, Sebastien, Dumouchel, Arthur, Gardin, Isabelle, Torfeh, Eva, Hinault, Pauline, Vera, Pierre, Thureau, Sebastien, Gensanne, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9065558/
https://www.ncbi.nlm.nih.gov/pubmed/35515105
http://dx.doi.org/10.3389/fonc.2022.841761
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author Gouel, Pierrick
Hapdey, Sebastien
Dumouchel, Arthur
Gardin, Isabelle
Torfeh, Eva
Hinault, Pauline
Vera, Pierre
Thureau, Sebastien
Gensanne, David
author_facet Gouel, Pierrick
Hapdey, Sebastien
Dumouchel, Arthur
Gardin, Isabelle
Torfeh, Eva
Hinault, Pauline
Vera, Pierre
Thureau, Sebastien
Gensanne, David
author_sort Gouel, Pierrick
collection PubMed
description PURPOSE: We aimed to evaluate the accuracy of T(1) and T(2) mappings derived from a multispectral pulse sequence (magnetic resonance image compilation, MAGiC(®)) on 1.5-T MRI and with conventional sequences [gradient echo with variable flip angle (GRE-VFA) and multi-echo spin echo (ME-SE)] compared to the reference values for the purpose of radiotherapy treatment planning. METHODS: The accuracy of T(1) and T(2) measurements was evaluated with 2 coils [head and neck unit (HNU) and BODY coils] on phantoms using descriptive statistics and Bland–Altman analysis. The reproducibility and repeatability of T(1) and T(2) measurements were performed on 15 sessions with the HNU coil. The T(1) and T(2) synthetic sequences obtained by both methods were evaluated according to quality assurance (QA) requirements for radiotherapy. T(1) and T(2) in vivo measurements of the brain or prostate tissues of two groups of five subjects were also compared. RESULTS: The phantom results showed good agreement (mean bias, 8.4%) between the two measurement methods for T(1) values between 490 and 2,385 ms and T(2) values between 25 and 400 ms. MAGiC(®) gave discordant results for T(1) values below 220 ms (bias with the reference values, from 38% to 1,620%). T(2) measurements were accurately estimated below 400 ms (mean bias, 8.5%) by both methods. The QA assessments are in agreement with the recommendations of imaging for contouring purposes for radiotherapy planning. On patient data of the brain and prostate, the measurements of T(1) and T(2) by the two quantitative MRI (qMRI) methods were comparable (max difference, <7%). CONCLUSION: This study shows that the accuracy, reproducibility, and repeatability of the multispectral pulse sequence (MAGiC(®)) were compatible with its use for radiotherapy treatment planning in a range of values corresponding to soft tissues. Even validated for brain imaging, MAGiC(®) could potentially be used for prostate qMRI.
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spelling pubmed-90655582022-05-04 Synthetic MRI for Radiotherapy Planning for Brain and Prostate Cancers: Phantom Validation and Patient Evaluation Gouel, Pierrick Hapdey, Sebastien Dumouchel, Arthur Gardin, Isabelle Torfeh, Eva Hinault, Pauline Vera, Pierre Thureau, Sebastien Gensanne, David Front Oncol Oncology PURPOSE: We aimed to evaluate the accuracy of T(1) and T(2) mappings derived from a multispectral pulse sequence (magnetic resonance image compilation, MAGiC(®)) on 1.5-T MRI and with conventional sequences [gradient echo with variable flip angle (GRE-VFA) and multi-echo spin echo (ME-SE)] compared to the reference values for the purpose of radiotherapy treatment planning. METHODS: The accuracy of T(1) and T(2) measurements was evaluated with 2 coils [head and neck unit (HNU) and BODY coils] on phantoms using descriptive statistics and Bland–Altman analysis. The reproducibility and repeatability of T(1) and T(2) measurements were performed on 15 sessions with the HNU coil. The T(1) and T(2) synthetic sequences obtained by both methods were evaluated according to quality assurance (QA) requirements for radiotherapy. T(1) and T(2) in vivo measurements of the brain or prostate tissues of two groups of five subjects were also compared. RESULTS: The phantom results showed good agreement (mean bias, 8.4%) between the two measurement methods for T(1) values between 490 and 2,385 ms and T(2) values between 25 and 400 ms. MAGiC(®) gave discordant results for T(1) values below 220 ms (bias with the reference values, from 38% to 1,620%). T(2) measurements were accurately estimated below 400 ms (mean bias, 8.5%) by both methods. The QA assessments are in agreement with the recommendations of imaging for contouring purposes for radiotherapy planning. On patient data of the brain and prostate, the measurements of T(1) and T(2) by the two quantitative MRI (qMRI) methods were comparable (max difference, <7%). CONCLUSION: This study shows that the accuracy, reproducibility, and repeatability of the multispectral pulse sequence (MAGiC(®)) were compatible with its use for radiotherapy treatment planning in a range of values corresponding to soft tissues. Even validated for brain imaging, MAGiC(®) could potentially be used for prostate qMRI. Frontiers Media S.A. 2022-04-20 /pmc/articles/PMC9065558/ /pubmed/35515105 http://dx.doi.org/10.3389/fonc.2022.841761 Text en Copyright © 2022 Gouel, Hapdey, Dumouchel, Gardin, Torfeh, Hinault, Vera, Thureau and Gensanne https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Gouel, Pierrick
Hapdey, Sebastien
Dumouchel, Arthur
Gardin, Isabelle
Torfeh, Eva
Hinault, Pauline
Vera, Pierre
Thureau, Sebastien
Gensanne, David
Synthetic MRI for Radiotherapy Planning for Brain and Prostate Cancers: Phantom Validation and Patient Evaluation
title Synthetic MRI for Radiotherapy Planning for Brain and Prostate Cancers: Phantom Validation and Patient Evaluation
title_full Synthetic MRI for Radiotherapy Planning for Brain and Prostate Cancers: Phantom Validation and Patient Evaluation
title_fullStr Synthetic MRI for Radiotherapy Planning for Brain and Prostate Cancers: Phantom Validation and Patient Evaluation
title_full_unstemmed Synthetic MRI for Radiotherapy Planning for Brain and Prostate Cancers: Phantom Validation and Patient Evaluation
title_short Synthetic MRI for Radiotherapy Planning for Brain and Prostate Cancers: Phantom Validation and Patient Evaluation
title_sort synthetic mri for radiotherapy planning for brain and prostate cancers: phantom validation and patient evaluation
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9065558/
https://www.ncbi.nlm.nih.gov/pubmed/35515105
http://dx.doi.org/10.3389/fonc.2022.841761
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