Dose accumulation for MR-guided adaptive radiotherapy: From practical considerations to state-of-the-art clinical implementation

Publication date

2023-01-26

Authors

McDonald, Brigid A
Zachiu, Cornel
Christodouleas, John
Naser, Mohamed A
Ruschin, Mark
Sonke, Jan-Jakob
Thorwarth, Daniela
Létourneau, Daniel
Tyagi, Neelam
Tadic, Tony

Editors

Advisors

Supervisors

Document Type

Article

Collections

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License

cc_by

Abstract

MRI-linear accelerator (MR-linac) devices have been introduced into clinical practice in recent years and have enabled MR-guided adaptive radiation therapy (MRgART). However, by accounting for anatomical changes throughout radiation therapy (RT) and delivering different treatment plans at each fraction, adaptive radiation therapy (ART) highlights several challenges in terms of calculating the total delivered dose. Dose accumulation strategies-which typically involve deformable image registration between planning images, deformable dose mapping, and voxel-wise dose summation-can be employed for ART to estimate the delivered dose. In MRgART, plan adaptation on MRI instead of CT necessitates additional considerations in the dose accumulation process because MRI pixel values do not contain the quantitative information used for dose calculation. In this review, we discuss considerations for dose accumulation specific to MRgART and in relation to current MR-linac clinical workflows. We present a general dose accumulation framework for MRgART and discuss relevant quality assurance criteria. Finally, we highlight the clinical importance of dose accumulation in the ART era as well as the possible ways in which dose accumulation can transform clinical practice and improve our ability to deliver personalized RT.

Keywords

MR-guided radiation therapy, MR-linac, adaptive radiation therapy, deformable image registration, dose accumulation, Journal Article, Review

Citation

McDonald, B A, Zachiu, C, Christodouleas, J, Naser, M A, Ruschin, M, Sonke, J-J, Thorwarth, D, Létourneau, D, Tyagi, N, Tadic, T, Yang, J, Li, X A, Bernchou, U, Hyer, D E, Snyder, J E, Bubula-Rehm, E, Fuller, C D & Brock, K K 2023, 'Dose accumulation for MR-guided adaptive radiotherapy : From practical considerations to state-of-the-art clinical implementation', Frontiers in oncology, vol. 12, 1086258. https://doi.org/10.3389/fonc.2022.1086258