Clinical workflow for MR-only simulation and planning in prostate

被引:85
作者
Tyagi, Neelam [1 ]
Fontenla, Sandra [1 ]
Zelefsky, Michael [2 ]
Chong-Ton, Marcia [2 ]
Ostergren, Kyle [3 ]
Shah, Niral [1 ]
Warner, Lizette [4 ]
Kadbi, Mo [4 ]
Mechalakos, Jim [1 ]
Hunt, Margie [1 ]
机构
[1] Mem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
[2] Mem Sloan Kettering Canc Ctr, Dept Radiat Oncol, 1275 York Ave, New York, NY 10065 USA
[3] MIM Software Inc, Cleveland, OH 44122 USA
[4] Philips Healthcare, 595 Milner Rd, Cleveland, OH 44143 USA
关键词
Synthetic CT; MRCAT; Clinical workflow; Prostate cancer; RADIATION-THERAPY; CANCER; CT; MULTIOBSERVER; RADIOTHERAPY; ACCURACY; STANDARD; IMAGES; SPACER;
D O I
10.1186/s13014-017-0854-4
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: To describe the details and experience of implementing a MR-only workflow in the clinic for simulation and planning of prostate cancer patients. Methods: Forty-eight prostate cancer patients from June 2016 -Dec 2016 receiving external beam radiotherapy were scheduled to undergo MR-only simulation. MR images were acquired for contouring (T2w axial, coronal, sagittal), synthetic-CT generation (3D FFE-based) and fiducial identification (3D bFFE-based). The total acquisition time was 25 min. Syn-CT was generated at the console using commercial software called MRCAT. As part of acceptance testing of the MRCAT package, external laser positioning system QA (< 2 mm) and geometric fidelity QA (< 2 mm within 50 cm LR and 30 cm AP) were performed and baseline values were set. Our current combined CT + MR simulation process was modified to accommodate a MRCAT-based MR-only simulation workflow. An automated step-by-step process using a MIMTM workflow was created for contouring on the MR images. Patient setup for treatment was achieved by matching the MRCAT DRRs with the orthogonal KV radiographs based on either fiducial ROIs or bones. 3-D CBCTs were acquired and compared with the MR/syn-CT to assess the rectum and bladder filling compared to simulation conditions. Results: Forty-two patients successfully underwent MR-only simulation and met all of our institutional dosimetric objectives that were developed based on a CT + MR-based workflow. The remaining six patients either had a hip prosthesis or their large body size fell outside of the geometric fidelity QA criteria and thus they were not candidates for MR-only simulation. A total time saving of similar to 15 min was achieved with MR-based simulation as compared to CT + MR-based simulation. An automated and organized MIM workflow made contouring on MR much easier, quicker and more accurate compared with combined CT + MR images because the temporal variations in normal structure was minimal. 2D and 3D treatment setup localization based on bones/fiducials using a MRCAT reference image was successfully achieved for all cases. Conclusions: MR-only simulation and planning with equivalent or superior target delineation, planning and treatment setup localization accuracy is feasible in a clinical setting. Future work will focus on implementing a robust 3D isotropic acquisition for contouring.
引用
收藏
页数:12
相关论文
共 50 条
[31]   A combined automatic MR OAR contouring and synthetic CT solution for prostate MR-only radiotherapy [J].
Wyatt, Jonathan J. ;
Kaushik, Sandeep ;
Cozzini, Cristina ;
Kolozsvari, Bernadett ;
Deak-Karancsi, Borbala ;
Pearson, Rachel A. ;
Petit, Steven ;
Capala, Marta ;
Hernandez-Tamames, Juan A. ;
Hideghety, Katalin ;
Maxwell, Ross J. ;
Rusko, Laszlo ;
Wiesinger, Florian ;
McCallum, Hazel M. .
RADIOTHERAPY AND ONCOLOGY, 2024, 194 :S3144-S3147
[32]   HDR brachytherapy boost using MR-only workflow for intermediate- and high-risk prostate cancer: 8-year results of a pilot study [J].
Lakosi, Ferenc ;
Antal, Gergely ;
Pall, Janos ;
Farkas, Andrea ;
Jenei, Tibor ;
Nagy, Denes ;
Liptak, Jozsef ;
Sipocz, Istvan ;
Pytel, Akos ;
Csima, Melinda ;
Gulyban, Akos ;
Toller, Gabor .
BRACHYTHERAPY, 2021, 20 (03) :576-583
[33]   Challenges in MR-only seed localization for postimplant dosimetry in permanent prostate brachytherapy [J].
Zijlstra, Frank ;
Moerland, Marinus A. ;
van Zyp, Jochem R. N. van der Voort ;
Noteboom, Juus L. ;
Viergever, Max A. ;
Seevinck, Peter R. .
MEDICAL PHYSICS, 2017, 44 (10) :5051-5060
[34]   Performance of deep learning synthetic CTs for MR-only brain radiation therapy [J].
Liu, Xiaoning ;
Emami, Hajar ;
Nejad-Davarani, Siamak P. ;
Morris, Eric ;
Schultz, Lonni ;
Dong, Ming ;
Glide-Hurst, Carri K. .
JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2021, 22 (01) :308-317
[35]   Improving the clinical workflow of a MR-Linac by dosimetric evaluation of synthetic CT [J].
Tang, Bin ;
Liu, Min ;
Wang, Bingjie ;
Diao, Peng ;
Li, Jie ;
Feng, Xi ;
Wu, Fan ;
Yao, Xinghong ;
Liao, Xiongfei ;
Hou, Qing ;
Orlandini, Lucia Clara .
FRONTIERS IN ONCOLOGY, 2022, 12
[36]   Commissioning of a commercial synthetic CT software for MR-only planning of stereotactic brain treatments [J].
Dal Bello, Riccardo ;
Krayenbuhl, Jerome ;
Pouymayou, Bertrand ;
Rudolf, Thomas ;
Andratschke, Nicolaus ;
Guckenberger, Matthias ;
Tanadini-Lang, Stephanie .
RADIOTHERAPY AND ONCOLOGY, 2025, 206 :S2986-S2987
[37]   Assessment of dosimetric impact of system specific geometric distortion in an MRI only based radiotherapy workflow for prostate [J].
Gustafsson, C. ;
Nordstrom, F. ;
Persson, E. ;
Brynolfsson, J. ;
Olsson, L. E. .
PHYSICS IN MEDICINE AND BIOLOGY, 2017, 62 (08) :2976-2989
[38]   Optimization of a novel large field of view distortion phantom for MR-only treatment planning [J].
Price, Ryan G. ;
Knight, Robert A. ;
Hwang, Ken-Pin ;
Bayram, Ersin ;
Nejad-Davarani, Siamak P. ;
Glide-Hurst, Carri K. .
JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2017, 18 (04) :51-61
[39]   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
[40]   Effect of synthetic CT on dose-derived toxicity predictors for MR-only prostate radiotherapy [J].
Thomas, Christopher ;
Dregely, Isabel ;
Oksuz, Ilkay ;
Guerrero Urbano, Teresa ;
Greener, Tony ;
King, Andrew P. ;
Barrington, Sally F. .
BJR OPEN, 2024, 6 (01)