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Impact of MRI resolution for Linac-based stereotactic radiosurgery

OBJECTIVE: Magnetic resonance imaging (MRI) is a standard imaging modality in intracranial stereotactic radiosurgery (SRS) for defining target volumes. However, wide disparities in MRI resolution exist, which could directly impact accuracy of target delineation. Here, sequences with various MRI reso...

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Autores principales: Huang, Yimei, Liang, Evan, Schaff, Eric M., Zhao, Bo, Snyder, Karen C., Chetty, Indrin J., Shah, Mira M., Siddiqui, Salim M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902927/
https://www.ncbi.nlm.nih.gov/pubmed/36761944
http://dx.doi.org/10.3389/fonc.2023.1090582
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author Huang, Yimei
Liang, Evan
Schaff, Eric M.
Zhao, Bo
Snyder, Karen C.
Chetty, Indrin J.
Shah, Mira M.
Siddiqui, Salim M.
author_facet Huang, Yimei
Liang, Evan
Schaff, Eric M.
Zhao, Bo
Snyder, Karen C.
Chetty, Indrin J.
Shah, Mira M.
Siddiqui, Salim M.
author_sort Huang, Yimei
collection PubMed
description OBJECTIVE: Magnetic resonance imaging (MRI) is a standard imaging modality in intracranial stereotactic radiosurgery (SRS) for defining target volumes. However, wide disparities in MRI resolution exist, which could directly impact accuracy of target delineation. Here, sequences with various MRI resolution were acquired on phantoms to evaluate the effect on volume definition and dosimetric consequence for cranial SRS. MATERIALS/METHODS: Four T1-weighted MR sequences with increasing 3D resolution were compared, including two Spin Echo (SE) 2D acquisitions with 5mm and 3mm slice thickness (SE5mm, SE3mm) and two gradient echo 3D acquisitions (TFE, BRAVO). The voxel sizes were 0.4×0.4×5.0, 0.5×0.5×3.0, 0.9×0.9×1.25, and 0.4×0.4×0.5 mm(3), respectively. Four phantoms with simulated lesions of different shape and volume (range, 0.53–25.0 cm(3)) were imaged, resulting in 16 total sets of MRIs. Four radiation oncologists provided contours on individual MR image set. All observer contours were compared with ground truth, defined on CT image according to the absolute dimensions of the target structure, using Dice similarity coefficient (DSC), Hausdorff distance (HD), mean distance-to-agreement (MDA), and the ratio between reconstructed and true volume (Ratio(vol) ). For dosimetric consequence, SRS plans targeting observer volumes were created. The true Paddick conformity index ( [Formula: see text] ), calculated with true target volume, was correlated with quality of observer volume. RESULTS: All measures of observer contours improved as increasingly higher MRI resolution was provided from SE5mm to BRAVO. The improvement in DSC, HD and MDA was statistically significant (p<0.01). Dosimetrically, [Formula: see text] strongly correlated with DSC of the planning observer volume (Pearson’s r=0.94, p<0.00001). CONCLUSIONS: Significant improvement in target definition and reduced inter-observer variation was observed as the MRI resolution improved, which also improved the quality of SRS plans. Results imply that high resolution 3D MR sequences should be used to minimize potential errors in target definition, and multi-slice 2D sequences should be avoided.
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spelling pubmed-99029272023-02-08 Impact of MRI resolution for Linac-based stereotactic radiosurgery Huang, Yimei Liang, Evan Schaff, Eric M. Zhao, Bo Snyder, Karen C. Chetty, Indrin J. Shah, Mira M. Siddiqui, Salim M. Front Oncol Oncology OBJECTIVE: Magnetic resonance imaging (MRI) is a standard imaging modality in intracranial stereotactic radiosurgery (SRS) for defining target volumes. However, wide disparities in MRI resolution exist, which could directly impact accuracy of target delineation. Here, sequences with various MRI resolution were acquired on phantoms to evaluate the effect on volume definition and dosimetric consequence for cranial SRS. MATERIALS/METHODS: Four T1-weighted MR sequences with increasing 3D resolution were compared, including two Spin Echo (SE) 2D acquisitions with 5mm and 3mm slice thickness (SE5mm, SE3mm) and two gradient echo 3D acquisitions (TFE, BRAVO). The voxel sizes were 0.4×0.4×5.0, 0.5×0.5×3.0, 0.9×0.9×1.25, and 0.4×0.4×0.5 mm(3), respectively. Four phantoms with simulated lesions of different shape and volume (range, 0.53–25.0 cm(3)) were imaged, resulting in 16 total sets of MRIs. Four radiation oncologists provided contours on individual MR image set. All observer contours were compared with ground truth, defined on CT image according to the absolute dimensions of the target structure, using Dice similarity coefficient (DSC), Hausdorff distance (HD), mean distance-to-agreement (MDA), and the ratio between reconstructed and true volume (Ratio(vol) ). For dosimetric consequence, SRS plans targeting observer volumes were created. The true Paddick conformity index ( [Formula: see text] ), calculated with true target volume, was correlated with quality of observer volume. RESULTS: All measures of observer contours improved as increasingly higher MRI resolution was provided from SE5mm to BRAVO. The improvement in DSC, HD and MDA was statistically significant (p<0.01). Dosimetrically, [Formula: see text] strongly correlated with DSC of the planning observer volume (Pearson’s r=0.94, p<0.00001). CONCLUSIONS: Significant improvement in target definition and reduced inter-observer variation was observed as the MRI resolution improved, which also improved the quality of SRS plans. Results imply that high resolution 3D MR sequences should be used to minimize potential errors in target definition, and multi-slice 2D sequences should be avoided. Frontiers Media S.A. 2023-01-24 /pmc/articles/PMC9902927/ /pubmed/36761944 http://dx.doi.org/10.3389/fonc.2023.1090582 Text en Copyright © 2023 Huang, Liang, Schaff, Zhao, Snyder, Chetty, Shah and Siddiqui 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
Huang, Yimei
Liang, Evan
Schaff, Eric M.
Zhao, Bo
Snyder, Karen C.
Chetty, Indrin J.
Shah, Mira M.
Siddiqui, Salim M.
Impact of MRI resolution for Linac-based stereotactic radiosurgery
title Impact of MRI resolution for Linac-based stereotactic radiosurgery
title_full Impact of MRI resolution for Linac-based stereotactic radiosurgery
title_fullStr Impact of MRI resolution for Linac-based stereotactic radiosurgery
title_full_unstemmed Impact of MRI resolution for Linac-based stereotactic radiosurgery
title_short Impact of MRI resolution for Linac-based stereotactic radiosurgery
title_sort impact of mri resolution for linac-based stereotactic radiosurgery
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902927/
https://www.ncbi.nlm.nih.gov/pubmed/36761944
http://dx.doi.org/10.3389/fonc.2023.1090582
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