Literature DB >> 29786614

A novel optimization framework for VMAT with dynamic gantry couch rotation.

Qihui Lyu1, Victoria Y Yu, Dan Ruan, Ryan Neph, Daniel O'Connor, Ke Sheng.   

Abstract

Existing volumetric modulated arc therapy (VMAT) optimization using coplanar arcs is highly efficient but usually dosimetrically inferior to intensity modulated radiation therapy (IMRT) with optimized non-coplanar beams. To achieve both dosimetric quality and delivery efficiency, we proposed in this study, a novel integrated optimization method for non-coplanar VMAT (4πVMAT). 4πVMAT with direct aperture optimization (DAO) was achieved by utilizing a least square dose fidelity objective, along with an anisotropic total variation term for regularizing the fluence smoothness, a single segment term for imposing simple apertures, and a group sparsity term for selecting beam angles. Continuous gantry/couch angle trajectories were selected using the Dijkstra's algorithm, where the edge and node costs were determined based on the maximal gantry rotation speed and the estimated fluence map at the current iteration, respectively. The couch-gantry-patient collision space was calculated based on actual machine geometry and a human subject 3D surface. Beams leading to collision are excluded from the DAO and beam trajectory selection (BTS). An alternating optimization strategy was implemented to solve the integrated DAO and BTS problem. The feasibility of 4πVMAT using one full-arc or two full-arcs was tested on nine patients with brain, lung, or prostate cancer. The plan was compared against a coplanar VMAT (2πVMAT) plan using one additional arc and collimator rotation. Compared to 2πVMAT, 4πVMAT reduced the average maximum and mean organs-at-risk dose by 9.63% and 3.08% of the prescription dose with the same target coverage. R50 was reduced by 23.0%. Maximum doses to the dose limiting organs, such as the brainstem, the major vessels, and the proximal bronchus, were reduced by 8.1 Gy (64.8%), 16.3 Gy (41.5%), and 19.83 Gy (55.5%), respectively. The novel 4πVMAT approach affords efficient delivery of non-coplanar arc trajectories that lead to dosimetric improvements compared with coplanar VMAT using more arcs.

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Year:  2018        PMID: 29786614      PMCID: PMC6075870          DOI: 10.1088/1361-6560/aac704

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  29 in total

1.  Using total-variation regularization for intensity modulated radiation therapy inverse planning with field-specific numbers of segments.

Authors:  Lei Zhu; Louis Lee; Yunzhi Ma; Yinyu Ye; Rafe Mazzeo; Lei Xing
Journal:  Phys Med Biol       Date:  2008-11-07       Impact factor: 3.609

2.  A modular approach to intensity-modulated arc therapy optimization with noncoplanar trajectories.

Authors:  Dávid Papp; Thomas Bortfeld; Jan Unkelbach
Journal:  Phys Med Biol       Date:  2015-06-17       Impact factor: 3.609

3.  Point/Counterpoint. Noncoplanar beams improve dosimetry quality for extracranial intensity modulated radiotherapy and should be used more extensively.

Authors:  Ke Sheng; David M Shepard; Colin G Orton
Journal:  Med Phys       Date:  2015-02       Impact factor: 4.071

4.  Dose domain regularization of MLC leaf patterns for highly complex IMRT plans.

Authors:  Dan Nguyen; Daniel O'Connor; Victoria Y Yu; Dan Ruan; Minsong Cao; Daniel A Low; Ke Sheng
Journal:  Med Phys       Date:  2015-04       Impact factor: 4.071

5.  Noncoplanar VMAT for nasopharyngeal tumors: Plan quality versus treatment time.

Authors:  Esther Wild; Mark Bangert; Simeon Nill; Uwe Oelfke
Journal:  Med Phys       Date:  2015-05       Impact factor: 4.071

6.  Dynamic trajectory-based couch motion for improvement of radiation therapy trajectories in cranial SRT.

Authors:  R Lee MacDonald; Christopher G Thomas
Journal:  Med Phys       Date:  2015-05       Impact factor: 4.071

7.  Dynamic intensity-modulated non-coplanar arc radiotherapy (INCA) for head and neck cancer.

Authors:  Jerôme Krayenbuehl; J Bernard Davis; I Frank Ciernik
Journal:  Radiother Oncol       Date:  2006-10-19       Impact factor: 6.280

8.  Intensity-modulated arc therapy with dynamic multileaf collimation: an alternative to tomotherapy.

Authors:  C X Yu
Journal:  Phys Med Biol       Date:  1995-09       Impact factor: 3.609

9.  The development and verification of a highly accurate collision prediction model for automated noncoplanar plan delivery.

Authors:  Victoria Y Yu; Angelia Tran; Dan Nguyen; Minsong Cao; Dan Ruan; Daniel A Low; Ke Sheng
Journal:  Med Phys       Date:  2015-11       Impact factor: 4.071

10.  Viability of Non-Coplanar VMAT for Liver SBRT as Compared to Coplanar VMAT and Beam Orientation Optimized 4π IMRT.

Authors:  Kaley Woods; Dan Nguyen; Angelia Tran; Victoria Y Yu; Minsong Cao; Tianye Niu; Percy Lee; Ke Sheng
Journal:  Adv Radiat Oncol       Date:  2016 Jan-Mar
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  9 in total

1.  Dosimetric accuracy of dynamic couch rotation during volumetric modulated arc therapy (DCR-VMAT) for primary brain tumours.

Authors:  Gregory Smyth; Philip M Evans; Jeffrey C Bamber; Henry C Mandeville; A Rollo Moore; Liam C Welsh; Frank H Saran; James L Bedford
Journal:  Phys Med Biol       Date:  2019-04-05       Impact factor: 3.609

2.  Many-isocenter optimization for robotic radiotherapy.

Authors:  Qihui Lyu; Ryan Neph; Victoria Y Yu; Dan Ruan; Salime Boucher; Ke Sheng
Journal:  Phys Med Biol       Date:  2020-02-10       Impact factor: 3.609

3.  Parallel beamlet dose calculation via beamlet contexts in a distributed multi-GPU framework.

Authors:  Ryan Neph; Cheng Ouyang; John Neylon; Youming Yang; Ke Sheng
Journal:  Med Phys       Date:  2019-06-30       Impact factor: 4.071

4.  Comparison of non-coplanar optimization of static beams and arc trajectories for intensity-modulated treatments of meningioma cases.

Authors:  Tiago Ventura; Humberto Rocha; Brigida da Costa Ferreira; Joana Dias; Maria do Carmo Lopes
Journal:  Phys Eng Sci Med       Date:  2021-10-07

Review 5.  Recent developments in non-coplanar radiotherapy.

Authors:  Gregory Smyth; Philip M Evans; Jeffrey C Bamber; James L Bedford
Journal:  Br J Radiol       Date:  2019-02-01       Impact factor: 3.039

6.  Complementing Prostate SBRT VMAT With a Two-Beam Non-Coplanar IMRT Class Solution to Enhance Rectum and Bladder Sparing With Minimum Increase in Treatment Time.

Authors:  Abdul Wahab M Sharfo; Linda Rossi; Maarten L P Dirkx; Sebastiaan Breedveld; Shafak Aluwini; Ben J M Heijmen
Journal:  Front Oncol       Date:  2021-03-19       Impact factor: 6.244

7.  SBRT of ventricular tachycardia using 4pi optimized trajectories.

Authors:  Cristiano Q M Reis; Brian Little; Robert Lee MacDonald; Alasdair Syme; Christopher G Thomas; James L Robar
Journal:  J Appl Clin Med Phys       Date:  2021-10-22       Impact factor: 2.102

8.  HyperArc VMAT stereotactic radiotherapy for locally recurrent previously-irradiated head and neck cancers: Plan quality, treatment delivery accuracy, and efficiency.

Authors:  Damodar Pokhrel; Mark E Bernard; Jeremiah Johnson; Denise Fabian; Mahesh Kudrimoti
Journal:  J Appl Clin Med Phys       Date:  2022-03-07       Impact factor: 2.243

9.  ROAD: ROtational direct Aperture optimization with a Decoupled ring-collimator for FLASH radiotherapy.

Authors:  Qihui Lyu; Ryan Neph; Daniel O'Connor; Dan Ruan; Salime Boucher; Ke Sheng
Journal:  Phys Med Biol       Date:  2021-01-29       Impact factor: 3.609

  9 in total

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