Geometric distortions in clinical MRI sequences for radiotherapy: insights gained from a multicenter investigation

被引:5
作者
Hasler, Signe Winther [1 ,2 ]
Kallehauge, Jesper Folsted [3 ,4 ]
Hansen, Rasmus Hvass [5 ]
Samsoe, Eva [6 ]
Arp, Dennis Tideman [7 ]
Nissen, Henrik Dahl [8 ]
Edmund, Jens M. [9 ,10 ]
Bernchou, Uffe [1 ,2 ]
Mahmood, Faisal [1 ,2 ]
机构
[1] Odense Univ Hosp, Dept Oncol, Lab Radiat Phys, Klovervaenget 19, DK-5000 Odense, Denmark
[2] Univ Southern Denmark, Dept Clin Res, Odense, Denmark
[3] Aarhus Univ Hosp, Danish Ctr Particle Therapy, Aarhus, Denmark
[4] Aarhus Univ, Dept Clin Med, Aarhus, Denmark
[5] Copenhagen Univ Hosp, Sect Radiat Therapy, Dept Oncol, Ctr Canc & Organ Dis, Copenhagen, Denmark
[6] Zealand Univ Hosp, Dept Clin Oncol, Naestved, Denmark
[7] Aalborg Univ Hosp, Dept Med Phys, Dept Oncol, Aalborg, Denmark
[8] Univ Hosp Southern Denmark, Vejle Hosp, Dept Med Phys, Vejle, Denmark
[9] Herlev & Gentofte Hosp, Dept Oncol, Radiotherapy Res Unit, Herlev, Denmark
[10] Univ Copenhagen, Niels Bohr Inst, Copenhagen, Denmark
关键词
Geometric distortion; radiotherapy; MRI-guided radiation therapy; MRI sequences; magnetic resonance imaging; ECHO-PLANAR IMAGES; RADIATION-THERAPY; SIMULATION; ACCURACY; LINAC;
D O I
10.1080/0284186X.2023.2266560
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundAs magnetic resonance imaging (MRI) becomes increasingly integrated into radiotherapy (RT) for enhanced treatment planning and adaptation, the inherent geometric distortion in acquired MR images pose a potential challenge to treatment accuracy. This study aimed to evaluate the geometric distortion levels in the clinical MRI protocols used across Danish RT centers and discuss influence of specific sequence parameters. Based on the variety in geometric performance across centers, we assess if harmonization of MRI sequences is a relevant measure.Materials and methodsNine centers participated with 12 MRI scanners and MRI-Linacs (MRL). Using a travelling phantom approach, a reference MRI sequence was used to assess variation in baseline distortion level between scanners. The phantom was also scanned with local clinical MRI sequences for brain, head/neck (H/N), abdomen, and pelvis. The influence of echo time, receiver bandwidth, image weighting, and 2D/3D acquisition was investigated.ResultsWe found a large variation in geometric accuracy across 93 clinical sequences examined, exceeding the baseline variation found between MRI scanners (sigma = 0.22 mm), except for abdominal sequences where the variation was lower. Brain and abdominal sequences showed lowest distortion levels ([0.22, 2.26] mm), and a large variation in performance was found for H/N and pelvic sequences ([0.19, 4.07] mm). Post hoc analyses revealed that distortion levels decreased with increasing bandwidth and a less clear increase in distortion levels with increasing echo time. 3D MRI sequences had lower distortion levels than 2D (median of 1.10 and 2.10 mm, respectively), and in DWI sequences, the echo-planar imaging read-out resulted in highest distortion levels.ConclusionThere is a large variation in the geometric distortion levels of clinical MRI sequences across Danish RT centers, and between anatomical sites. The large variation observed makes harmonization of MRI sequences across institutions and adoption of practices from well-performing anatomical sites, a relevant measure within RT.
引用
收藏
页码:1551 / 1560
页数:10
相关论文
共 60 条
[11]  
DAPROCA, 2022, BILL PROST
[12]   MRI simulation for radiotherapy treatment planning [J].
Devic, Slobodan .
MEDICAL PHYSICS, 2012, 39 (11) :6701-6711
[13]  
DNOG, 2016, DANSK NEUR ONK GRUPP
[14]  
Eccles C L, 2019, Tech Innov Patient Support Radiat Oncol, V12, P56, DOI 10.1016/j.tipsro.2019.11.004
[15]   A review of substitute CT generation for MRI-only radiation therapy [J].
Edmund, Jens M. ;
Nyholm, Tufve .
RADIATION ONCOLOGY, 2017, 12
[16]   Consensus recommendations for a standardized Brain Tumor Imaging Protocol in clinical trials [J].
Ellingson, Benjamin M. ;
Bendszus, Martin ;
Boxerman, Jerrold ;
Barboriak, Daniel ;
Erickson, Bradley J. ;
Smits, Marion ;
Nelson, Sarah J. ;
Gerstner, Elizabeth ;
Alexander, Brian ;
Goldmacher, Gregory ;
Wick, Wolfgang ;
Vogelbaum, Michael ;
Weller, Michael ;
Galanis, Evanthia ;
Kalpathy-Cramer, Jayashree ;
Shankar, Lalitha ;
Jacobs, Paula ;
Pope, Whitney B. ;
Yang, Dewen ;
Chung, Caroline ;
Knopp, Michael V. ;
Cha, Soonme ;
van den Bent, Martin J. ;
Chang, Susan ;
Al Yung, W. K. ;
Cloughesy, Timothy F. ;
Wen, Patrick Y. ;
Gilbert, Mark R. .
NEURO-ONCOLOGY, 2015, 17 (09) :1188-1198
[17]   Per-organ assessment of subject-induced susceptibility distortion for MR-only male pelvis treatment planning [J].
Glide-Hurst, Carri ;
Nejad-Davarani, Siamak ;
Weiss, Steffen ;
Zheng, Weili ;
Chetty, Indrin J. ;
Renisch, Steffen .
RADIATION ONCOLOGY, 2018, 13
[18]   Task group 284 report: magnetic resonance imaging simulation in radiotherapy: considerations for clinical implementation, optimization, and quality assurance [J].
Glide-Hurst, Carri K. ;
Paulson, Eric S. ;
McGee, Kiaran ;
Tyagi, Neelam ;
Hu, Yanle ;
Balter, James ;
Bayouth, John .
MEDICAL PHYSICS, 2021, 48 (07) :E636-E670
[19]   Quantitative imaging for radiotherapy purposes [J].
Gurney-Champion, Oliver J. ;
Mahmood, Faisal ;
van Schie, Marcel ;
Julian, Robert ;
George, Ben ;
Philippens, Marielle E. P. ;
van der Heide, Uulke A. ;
Thorwarth, Daniela ;
Redalen, Kathrine R. .
RADIOTHERAPY AND ONCOLOGY, 2020, 146 :66-75
[20]   Tumor-site specific geometric distortions in high field integrated magnetic resonance linear accelerator radiotherapy [J].
Hasler, Signe Winther ;
Bernchou, Uffe ;
Bertelsen, Anders ;
van Veldhuizen, Elisabeth ;
Schytte, Tine ;
Hansen, Vibeke Nordmark ;
Brink, Carsten ;
Mahmood, Faisal .
PHYSICS & IMAGING IN RADIATION ONCOLOGY, 2020, 15 :100-104