Literature DB >> 23822408

Automated generation of IMRT treatment plans for prostate cancer patients with metal hip prostheses: comparison of different planning strategies.

Peter W J Voet1, Maarten L P Dirkx, Sebastiaan Breedveld, Ben J M Heijmen.   

Abstract

PURPOSE: To compare IMRT planning strategies for prostate cancer patients with metal hip prostheses.
METHODS: All plans were generated fully automatically (i.e., no human trial-and-error interactions) using iCycle, the authors' in-house developed algorithm for multicriterial selection of beam angles and optimization of fluence profiles, allowing objective comparison of planning strategies. For 18 prostate cancer patients (eight with bilateral hip prostheses, ten with a right-sided unilateral prosthesis), two planning strategies were evaluated: (i) full exclusion of beams containing beamlets that would deliver dose to the target after passing a prosthesis (IMRT remove) and (ii) exclusion of those beamlets only (IMRT cut). Plans with optimized coplanar and noncoplanar beam arrangements were generated. Differences in PTV coverage and sparing of organs at risk (OARs) were quantified. The impact of beam number on plan quality was evaluated.
RESULTS: Especially for patients with bilateral hip prostheses, IMRT cut significantly improved rectum and bladder sparing compared to IMRT remove. For 9-beam coplanar plans, rectum V60 Gy reduced by 17.5% ± 15.0% (maximum 37.4%, p = 0.036) and rectum D mean by 9.4% ± 7.8% (maximum 19.8%, p = 0.036). Further improvements in OAR sparing were achievable by using noncoplanar beam setups, reducing rectum V 60Gy by another 4.6% ± 4.9% (p = 0.012) for noncoplanar 9-beam IMRT cut plans. Large reductions in rectum dose delivery were also observed when increasing the number of beam directions in the plans. For bilateral implants, the rectum V 60Gy was 37.3% ± 12.1% for coplanar 7-beam plans and reduced on average by 13.5% (maximum 30.1%, p = 0.012) for 15 directions.
CONCLUSIONS: iCycle was able to automatically generate high quality plans for prostate cancer patients with prostheses. Excluding only beamlets that passed through the prostheses (IMRTcut strategy) significantly improved OAR sparing. Noncoplanar beam arrangements and, to a larger extent, increasing the number of treatment beams further improved plan quality.

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Year:  2013        PMID: 23822408     DOI: 10.1118/1.4808117

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.071


  8 in total

Review 1.  Automation in intensity modulated radiotherapy treatment planning-a review of recent innovations.

Authors:  Mohammad Hussein; Ben J M Heijmen; Dirk Verellen; Andrew Nisbet
Journal:  Br J Radiol       Date:  2018-09-04       Impact factor: 3.039

2.  Software-based evaluation of a class solution for prostate IMRT planning.

Authors:  Sarah Clarke; Josie Goodworth; Justin Westhuyzen; Brendan Chick; Matthew Hoffmann; Jacqueline Pacey; Stuart Greenham
Journal:  Rep Pract Oncol Radiother       Date:  2017-08-30

3.  Artificial Intelligence in Radiation Therapy.

Authors:  Yabo Fu; Hao Zhang; Eric D Morris; Carri K Glide-Hurst; Suraj Pai; Alberto Traverso; Leonard Wee; Ibrahim Hadzic; Per-Ivar Lønne; Chenyang Shen; Tian Liu; Xiaofeng Yang
Journal:  IEEE Trans Radiat Plasma Med Sci       Date:  2021-08-24

Review 4.  ACR Appropriateness Criteria® external beam radiation therapy treatment planning for clinically localized prostate cancer, part I of II.

Authors:  Nicholas G Zaorsky; Timothy N Showalter; Gary A Ezzell; Paul L Nguyen; Dean G Assimos; Anthony V D'Amico; Alexander R Gottschalk; Gary S Gustafson; Sameer R Keole; Stanley L Liauw; Shane Lloyd; Patrick W McLaughlin; Benjamin Movsas; Bradley R Prestidge; Al V Taira; Neha Vapiwala; Brian J Davis
Journal:  Adv Radiat Oncol       Date:  2016-10-20

5.  Automated volumetric modulated arc therapy planning for whole pelvic prostate radiotherapy.

Authors:  Martin Buschmann; Abdul Wahab M Sharfo; Joan Penninkhof; Yvette Seppenwoolde; Gregor Goldner; Dietmar Georg; Sebastiaan Breedveld; Ben J M Heijmen
Journal:  Strahlenther Onkol       Date:  2017-12-21       Impact factor: 3.621

6.  On the optimal number of dose-limiting shells in the SBRT auto-planning design for peripheral lung cancer.

Authors:  Yanhua Duan; Wutian Gan; Hao Wang; Hua Chen; Hengle Gu; Yan Shao; Aihui Feng; Yanchen Ying; Xiaolong Fu; Chenchen Zhang; Zhiyong Xu; Ning Jeff Yue
Journal:  J Appl Clin Med Phys       Date:  2020-07-23       Impact factor: 2.102

7.  Effect of Hip Prosthesis on Photon Beam Characteristics in Radiological Physics.

Authors:  Manindra Bhushan; Deepak Tripathi; Girigesh Yadav; Lalit Kumar; Abhinav Dewan; Gourav Kumar
Journal:  Asian Pac J Cancer Prev       Date:  2020-06-01

Review 8.  ACR Appropriateness Criteria for external beam radiation therapy treatment planning for clinically localized prostate cancer, part II of II.

Authors:  Nicholas G Zaorsky; Timothy N Showalter; Gary A Ezzell; Paul L Nguyen; Dean G Assimos; Anthony V D'Amico; Alexander R Gottschalk; Gary S Gustafson; Sameer R Keole; Stanley L Liauw; Shane Lloyd; Patrick W McLaughlin; Benjamin Movsas; Bradley R Prestidge; Al V Taira; Neha Vapiwala; Brian J Davis
Journal:  Adv Radiat Oncol       Date:  2017-03-20
  8 in total

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