Literature DB >> 31987967

Robust Optimization for Intensity Modulated Proton Therapy to Redistribute High Linear Energy Transfer from Nearby Critical Organs to Tumors in Head and Neck Cancer.

Chenbin Liu1, Samir H Patel1, Jie Shan1, Steven E Schild1, Carlos E Vargas1, William W Wong1, Xiaoning Ding1, Martin Bues1, Wei Liu2.   

Abstract

PURPOSE: We propose linear energy transfer (LET)-guided robust optimization in intensity modulated proton therapy for head and neck cancer. This method simultaneously considers LET and physical dose distributions of tumors and organs at risk (OARs) with uncertainties. METHODS AND MATERIALS: Fourteen patients with head and neck cancer were included in this retrospective study. Cord, brain stem, brain, and oral cavity were considered. Two algorithms, voxel-wise worst-case robust optimization and LET-guided robust optimization (LETRO), were used to generate intensity modulated proton therapy plans for each patient. The latter method directly optimized LET distributions rather than indirectly as in previous methods. LET-volume histograms (LETVHs) were generated, and high LET was redistributed from nearby OARs to tumors in a user-defined way via LET-volume constraints. Dose-volume histogram indices, such as clinical target volume (CTV) D98% and D2%-D98%, cord Dmax, brain stem Dmax, brain Dmax, and oral cavity Dmean, were calculated. Plan robustness was quantified using the worst-case analysis method. LETVH indices analogous to dose-volume histogram indices were used to characterize LET distributions. The Wilcoxon signed rank test was performed to measure statistical significance.
RESULTS: In the nominal scenario, LETRO provided higher LET distributions in the CTV (unit: keV/μm; CTV LET98%: 1.18 vs 1.08, LETRO vs RO, P = .0031) while preserving comparable physical dose and plan robustness. LETRO achieved significantly reduced LET distributions in the cord, brain stem, and oral cavity compared with RO (cord LETmax: 7.20 vs 8.20, P = .0010; brain stem LETmax: 10.95 vs 12.05, P = .0007; oral cavity LETmean: 2.11 vs 3.12, P = .0052) and had comparable physical dose and plan robustness in all OARs. In the worst-case scenario, LETRO achieved significantly higher LETmean in the CTV, reduced LETmax in the brain, and was comparable to other LETVH indices (CTV LETmean: 3.26 vs 3.35, P = .0012; brain LETmax: 24.80 vs 22.00, P = .0016).
CONCLUSIONS: LETRO robustly optimized LET and physical dose distributions simultaneously. It redistributed high LET from OARs to targets with slightly modified physical dose and plan robustness.
Copyright © 2020 Elsevier Inc. All rights reserved.

Entities:  

Year:  2020        PMID: 31987967     DOI: 10.1016/j.ijrobp.2020.01.013

Source DB:  PubMed          Journal:  Int J Radiat Oncol Biol Phys        ISSN: 0360-3016            Impact factor:   7.038


  11 in total

1.  Redefine the Role of Proton Beam Therapy for the Locally-Advanced Non-Small Cell Lung Cancer Assisting the Reduction of Acute Hematologic Toxicity.

Authors:  Xi Cao; Peilin Liu; Xian-Shu Gao; Shiyu Shang; Jiayu Liu; Zishen Wang; Mengmeng Su; Xuanfeng Ding
Journal:  Front Oncol       Date:  2022-06-30       Impact factor: 5.738

Review 2.  Proton Therapy in the Management of Pancreatic Cancer.

Authors:  Jana M Kobeissi; Charles B Simone; Haibo Lin; Lara Hilal; Carla Hajj
Journal:  Cancers (Basel)       Date:  2022-06-04       Impact factor: 6.575

3.  Intensity-modulated proton therapy (IMPT) interplay effect evaluation of asymmetric breathing with simultaneous uncertainty considerations in patients with non-small cell lung cancer.

Authors:  Jie Shan; Yunze Yang; Steven E Schild; Thomas B Daniels; William W Wong; Mirek Fatyga; Martin Bues; Terence T Sio; Wei Liu
Journal:  Med Phys       Date:  2020-10-13       Impact factor: 4.071

4.  Quantifying Systematic RBE-Weighted Dose Uncertainty Arising from Multiple Variable RBE Models in Organ at Risk.

Authors:  Wei Yang Calvin Koh; Hong Qi Tan; Yan Yee Ng; Yen Hwa Lin; Khong Wei Ang; Wen Siang Lew; James Cheow Lei Lee; Sung Yong Park
Journal:  Adv Radiat Oncol       Date:  2021-11-11

Review 5.  Executive Summary of Clinical and Technical Guidelines for Esophageal Cancer Proton Beam Therapy From the Particle Therapy Co-Operative Group Thoracic and Gastrointestinal Subcommittees.

Authors:  Michael D Chuong; Christopher L Hallemeier; Heng Li; Xiaorong Ronald Zhu; Xiaodong Zhang; Erik J Tryggestad; Jen Yu; Ming Yang; J Isabelle Choi; Minglei Kang; Wei Liu; Antje Knopf; Arturs Meijers; Jason K Molitoris; Smith Apisarnthanarax; Huan Giap; Bradford S Hoppe; Percy Lee; Joe Y Chang; Charles B Simone; Steven H Lin
Journal:  Front Oncol       Date:  2021-10-19       Impact factor: 6.244

6.  How can we consider variable RBE and LETd prediction during clinical practice? A pediatric case report at the Normandy Proton Therapy Centre using an independent dose engine.

Authors:  Stewart Mein; Benedikt Kopp; Anthony Vela; Pauline Dutheil; Paul Lesueur; Dinu Stefan; Jürgen Debus; Thomas Haberer; Amir Abdollahi; Andrea Mairani; Thomas Tessonnier
Journal:  Radiat Oncol       Date:  2022-02-04       Impact factor: 3.481

7.  Empirical Relative Biological Effectiveness (RBE) for Mandible Osteoradionecrosis (ORN) in Head and Neck Cancer Patients Treated With Pencil-Beam-Scanning Proton Therapy (PBSPT): A Retrospective, Case-Matched Cohort Study.

Authors:  Yunze Yang; Olivia M Muller; Satomi Shiraishi; Matthew Harper; Adam C Amundson; William W Wong; Lisa A McGee; Jean-Claude M Rwigema; Steven E Schild; Martin Bues; Mirek Fatyga; Justin D Anderson; Samir H Patel; Robert L Foote; Wei Liu
Journal:  Front Oncol       Date:  2022-03-03       Impact factor: 6.244

8.  Beam angle comparison for distal esophageal carcinoma patients treated with intensity-modulated proton therapy.

Authors:  Hongying Feng; Terence T Sio; William G Rule; Ronik S Bhangoo; Pedro Lara; Christopher L Patrick; Shawn Korte; Mirek Fatyga; William W Wong; Steven E Schild; Jonathan B Ashman; Wei Liu
Journal:  J Appl Clin Med Phys       Date:  2020-10-15       Impact factor: 2.243

9.  Initial Experience with Proton Beam Therapy for Differentiated Thyroid Cancer.

Authors:  Nathan Y Yu; Aditya Khurana; Daniel J Ma; Michelle A Neben-Wittich; Michael A Golafshar; Lisa A McGee; Jean-Claude M Rwigema; Robert L Foote; Samir H Patel
Journal:  Int J Part Ther       Date:  2021-06-25

10.  Mixed Effect Modeling of Dose and Linear Energy Transfer Correlations With Brain Image Changes After Intensity Modulated Proton Therapy for Skull Base Head and Neck Cancer.

Authors:  Grete May Engeseth; Renjie He; Dragan Mirkovic; Pablo Yepes; Abdallah Sherif Radwan Mohamed; Sonja Stieb; Clifton Dave Fuller; Richard Wu; Xiadong Zhang; Liv Bolstad Hysing; Helge Egil Seime Pettersen; Camilla Hanquist Stokkevåg; Radhe Mohan; Steven Jay Frank; Gary Brandon Gunn
Journal:  Int J Radiat Oncol Biol Phys       Date:  2021-06-19       Impact factor: 7.038

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