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Liu L, Chang C, Wang L, Gu X, Szalkowski G, Xing L. Efficient and accurate commissioning and quality assurance of radiosurgery beam via prior-embedded implicit neural representation learning. Med Phys 2025. [PMID: 39812551 DOI: 10.1002/mp.17617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 12/14/2024] [Accepted: 12/25/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Dosimetric commissioning and quality assurance (QA) for linear accelerators (LINACs) present a significant challenge for clinical physicists due to the high measurement workload and stringent precision standards. This challenge is exacerbated for radiosurgery LINACs because of increased measurement uncertainty and more demanding setup accuracy for small-field beams. Optimizing physicists' effort during beam measurements while ensuring the quality of the measured data is crucial for clinical efficiency and patient safety. PURPOSE To develop a radiosurgery LINAC beam model that embeds prior knowledge of beam data through implicit neural representation (NeRP) learning and to evaluate the model's effectiveness in guiding beam data sampling, predicting complete beam dataset from sparse samples, and verifying detector choice and setup during commissioning and QA. MATERIALS AND METHODS Beam data including lateral profile and tissue-phantom-ratio (TPR), collected from CyberKnife LINACs, were investigated. Multi-layer perceptron (MLP) neural networks were optimized to parameterize a continuous function of the beam data, implicitly defined by the mapping from measurement coordinates to measured dose values. Beam priors were embedded into network weights by first training the network to learn the NeRP of a vendor-provided reference dataset. The prior-embedded network was further fine-tuned with sparse clinical measurements and used to predict unacquired beam data. Prospective and retrospective evaluations of different beam data samples in finetuning the model were performed using the reference beam dataset and clinical testing datasets, respectively. Model prediction accuracy was evaluated over 10 clinical datasets collected from various LINACs with different manufacturing modes and collimation systems. Model sensitivity in detecting beam data acquisition errors including inaccurate detector positioning and inappropriate detector choice was evaluated using two additional datasets with intentionally introduced erroneous samples. RESULTS Prospective and retrospective evaluations identified consistent beam data samples that are most effective in fine-tuning the model for complete beam data prediction. Despite of discrepancies between clinical beam and the reference beam, fine-tuning the model with sparse beam profile measured at a single depth or with beam TPR measured at a single collimator size predicted beam data that closely match ground truth water tank measurements. Across the 10 clinical beam datasets, the averaged mean absolute error (MAE) in percentage dose was lower than 0.5% and the averaged 1D Gamma passing rate (1%/0.5 mm for profile and 1%/1 mm for TPR) was higher than 99%. In contrast, the MAE and Gamma passing rates were above 1% and below 95% between the reference beam dataset and clinical beam datasets. Model sensitivity to beam data acquisition errors was demonstrated by significant model prediction changes when fine-tuned with erroneous versus correct beam data samples, as quantified by a Gamma passing rate as low as 18.16% between model predictions. CONCLUSION A model for small-field radiosurgery beam was proposed that embeds prior knowledge of beam properties and predicts the entire beam data from sparse measurements. The model can serve as a valuable tool for clinical physicists to verify the accuracy of beam data acquisition and promises to improve commissioning and QA reliability and efficiency with substantially reduced number of beam measurements.
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Affiliation(s)
- Lianli Liu
- Department of Radiation Oncology, Stanford University, Palo Alto, California, USA
| | - Cynthia Chang
- Department of Radiation Oncology, Stanford University, Palo Alto, California, USA
| | - Lei Wang
- Department of Radiation Oncology, Stanford University, Palo Alto, California, USA
| | - Xuejun Gu
- Department of Radiation Oncology, Stanford University, Palo Alto, California, USA
| | - Gregory Szalkowski
- Department of Radiation Oncology, Stanford University, Palo Alto, California, USA
| | - Lei Xing
- Department of Radiation Oncology, Stanford University, Palo Alto, California, USA
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Wang L, Descovich M, Wilcox EE, Yang J, Cohen AB, Fuerweger C, Prabhu A, Garrett JA, Taylor DD, Noll M, Dieterich S. AAPM task group report 135.B: Quality assurance for robotic radiosurgery. Med Phys 2025; 52:45-76. [PMID: 39453412 PMCID: PMC11700000 DOI: 10.1002/mp.17478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 07/31/2024] [Accepted: 09/26/2024] [Indexed: 10/26/2024] Open
Abstract
AAPM Task Group Report 135.B covers new technology components that have been added to an established radiosurgery platform and updates the components that were not well covered in the previous report. Considering the current state of the platform, this task group (TG) is a combination of a foundational task group to establish the basis for new processes/technology and an educational task group updating guidelines on the established components of the platform. Because the technology discussed in this document has a relatively small user base compared to C-arm isocentric linacs, the authors chose to emphasize the educational components to assist medical physicists who are new to the technology and have not had the opportunity to receive in-depth vendor training at the time of reading this report. The TG has developed codes of practice, introduced QA, and developed guidelines which are generally expected to become enduring practice. This report makes prescriptive recommendations as there has not been enough longitudinal experience with some of the new technical components to develop a data-based risk analysis.
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Affiliation(s)
- Lei Wang
- Stanford University School of MedicineStanfordCaliforniaUSA
| | | | | | - Jun Yang
- ChanCheng HospitalFoshanGuangdongChina
| | | | | | - Anand Prabhu
- Riverview Medical Center (Hackensack Meridian Health)Red BankNew JerseyUSA
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Trujillo‐Bastidas CD, Taylor MJ, Díaz‐Londoño GM. Clinical implementation and patient-specific quality assurance solutions for real-time target tracking and dynamic delivery in Radixact synchrony. J Appl Clin Med Phys 2025; 26:e14545. [PMID: 39361684 PMCID: PMC11713629 DOI: 10.1002/acm2.14545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 07/12/2024] [Accepted: 09/08/2024] [Indexed: 10/05/2024] Open
Abstract
BACKGROUND The installation and testing of the first Radixact with Synchrony system in Colombia marked a significant milestone in Latin America's medical landscape. There was a need to devise a robust quality assurance protocol to comprehensively evaluate both dose delivery and motion tracking accuracy. However, testing experiences under clinical conditions have not been extensively reported. Additionally, there are limited recommended measuring devices for Synchrony evaluation. PURPOSE To validate and implement an alternative setup for dynamic-PSQA while testing Synchrony's functionality under clinical scenarios, including real-patient motion traces, and to provide guidance to new centers undergoing clinical implementation of Helical Synchrony. METHODS This approach involves using the Iba miniPhantomR with strategically placed fiducial markers for configuring Gafchromic-films and array-based setups. When paired with the CIRS Dynamic Platform, this enables an innovative dynamic setup with trackable features for Synchrony delivery testing. Assessment scenarios, including compensation (M1S1) and no-motion compensation (M1S0), were evaluated using 2D-gamma pass rate analysis with multiple clinical gamma criteria. The Synchrony-Simulation feature was used to assess pre-treatment performance and capture the patient's target motion pattern. Synchrony for common clinical cases with patient's motion-traces was validated. RESULTS The results for M1S0 and M1S1 demonstrated consistency with previous studies evaluating Synchrony functionality. Analysis using different gamma criteria unveiled dosimetric differences and impacts across various motion ranges. The application of effective kV-dose subtraction for array-based methods is of upmost importance when evaluating dynamic-PSQA with stringent gamma-criteria. However, no significant kV-dose impact on EBT3-Film was detectable. CONCLUSION Two implemented configurations for dynamic-PSQA setups were validated and successfully integrated into our clinic. We addressed both the benefits and limitations of array-based and film-based methods. The functionality and limitations of Synchrony were evaluated using the proposed setups. The potential utility of Synchrony-Simulation, along with the proposed patient-case classification table, can offer valuable support for new users during the clinical implementation of Synchrony treatments.
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Affiliation(s)
- Christian D. Trujillo‐Bastidas
- Clínica de Oncología Astorga, Departamento de Radioterapia/Universidad Nacional de Colombia ‐ Sede Medellín, Facultad de CienciasDepartamento de Física, Grupo de Investigación de Física RadiológicaMedellínColombia
| | | | - Gloria M. Díaz‐Londoño
- Universidad Nacional de Colombia ‐ Sede Medellín, Facultad de Ciencias, Departamento de Física
Grupo de Investigación de Física RadiológicaMedellínColombia
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Lee YC, Tolakanahalli R, Wieczorek DJ, Mehta MP, McDermott MW, Kotecha R, Gutierrez AN. Routine machine quality assurance tests for a self-shielded gyroscopic radiosurgery system. J Appl Clin Med Phys 2024:e14589. [PMID: 39673480 DOI: 10.1002/acm2.14589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 11/11/2024] [Accepted: 11/13/2024] [Indexed: 12/16/2024] Open
Abstract
PURPOSE This report describes routine machine quality assurance (QA) (daily, monthly, and annual QA) tests for the Zap-X® Gyroscopic Radiosurgery® platform. METHODS Following the recommendations of the American Association of Physicists in Medicine Task Group (AAPM TG)-142 and Medical Physics Practice guideline (MPPG) 8.b, routine machine QA tests for the Zap-X system were implemented. The implementation included (1) daily, monthly, and annual QA tests encompassing dosimetry, mechanical, safety and imaging tests, (2) QA methods of each test specific to the Zap-X, (3) a tolerance value for each test, and (4) necessary QA equipment. RESULTS Baseline values and key results of daily, monthly, and annual QA tests are presented in this report. This report also discusses QA tests not adopted from TG 142 or MPPG 8.b (e.g., distance indicator) due to unique features of the Zap-X system as well as additional QA tests added from the vendor's recommendations (e.g., self-check) and from TG-135 recommendations (e.g., monthly end-to-end testing) because of similarities between Zap-X and CyberKnife systems. CONCLUSIONS The comprehensive information on routine machine QA tests presented in this report will assist Zap-X teams in other Neurosurgery centers or Radiation Oncology clinics in establishing and maintaining their QA programs until AAPM endorsed guidelines become available.
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Affiliation(s)
- Yongsook C Lee
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
- Department of Radiation Oncology, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
| | - Ranjini Tolakanahalli
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
- Department of Radiation Oncology, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
| | - D Jay Wieczorek
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
- Department of Radiation Oncology, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
| | - Minesh P Mehta
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
- Department of Radiation Oncology, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
| | - Michael W McDermott
- Department of Translational Medicine, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
- Department of Neurosurgery, Miami Neuroscience Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Rupesh Kotecha
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
- Department of Radiation Oncology, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
- Department of Translational Medicine, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
| | - Alonso N Gutierrez
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
- Department of Radiation Oncology, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
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Cui F, Jin T, Li M, Zhu L, Di X, Zhu H. Assessment of scintillation and Cherenkov imaging as beam shape verification method in CyberKnife® radiotherapy. J Appl Clin Med Phys 2024; 25:e14508. [PMID: 39243112 PMCID: PMC11633798 DOI: 10.1002/acm2.14508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 05/29/2024] [Accepted: 07/26/2024] [Indexed: 09/09/2024] Open
Abstract
PURPOSE The goal of this study is to assess the utility of Cherenkov imaging (CI) and scintillation imaging (SI) as high-resolution techniques to measure CyberKnife® beam shape quantitatively at the irradiation surface in quality assurance (QA). METHODS The EMCCD camera captured scintillation and Cherenkov photons arising from 6 MV x-ray dose deposition produced by the CyberKnife® VSI System. Two imaging methods were done at source to surface distance of 800 cm with the same field size, ranging from 10 to 60 mm using fixed cones and iris collimators. The output sensitivity and constancy were measured using the SI and CI, and benchmarked against an ionization chamber. Line profiles of each beam measured by optical imaging were compared with film measurement. Position shifts were introduced to test the sensitivity of SI and CI to small beam position deviations. To assess reproducibility, the beam measurements were tested three times on 5 consecutive days. RESULTS Both systems exhibited comparable sensitivity to the ionization chamber in response to fluctuations in CyberKnife® output. The beam profiles in SI matched well with the measured film image, with accuracy in the range of ± 0.20 and ± 0.26 mm standard deviation for the circle and iris field, respectively. The corresponding accuracy measured by CI is in the range of ± 0.25 and ± 0.33 mm, respectively. These are all within the tolerance recommended by the guidelines of CyberKnife® QA. The accuracy measured by SI and CI for 1 mm beam position shift within 0.21 and 0.45 mm tolerance, respectively. Repeatability measurements of the beam have shown a standard deviation within 0.94 mm. CONCLUSIONS SI and CI techniques are tested to provide a valid way to measure CyberKnife® beam shape in this study. Meanwhile, the systematic comparison of SI and CI also provides evidence for the measurement methods selection appropriately.
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Affiliation(s)
- Fengwei Cui
- CyberKnife CenterDepartment of NeurosurgeryHuashan HospitalFudan UniversityShanghaiChina
- Neurosurgical Institute of Fudan UniversityShanghaiChina
| | - Tao Jin
- CyberKnife CenterDepartment of NeurosurgeryHuashan HospitalFudan UniversityShanghaiChina
- Neurosurgical Institute of Fudan UniversityShanghaiChina
| | - Mingzhu Li
- Department of OncologyThe First Hospital of Hebei Medical UniversityHebei Medical UniversityShijiazhuangChina
| | - Lei Zhu
- Department of Radiation Oncology Physics and TechnologyShandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinan CityShandong ProvinceChina
| | - Xing Di
- CyberKnife CenterDepartment of NeurosurgeryHuashan HospitalFudan UniversityShanghaiChina
- Neurosurgical Institute of Fudan UniversityShanghaiChina
| | - Huaguang Zhu
- CyberKnife CenterDepartment of NeurosurgeryHuashan HospitalFudan UniversityShanghaiChina
- Neurosurgical Institute of Fudan UniversityShanghaiChina
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McCallum-Hee BI, Mukwada G. Navigating the 2021 ACPSEM ROMP workforce model: insights from a single institution. Phys Eng Sci Med 2024; 47:1259-1265. [PMID: 38421582 PMCID: PMC11408395 DOI: 10.1007/s13246-024-01406-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 02/09/2024] [Indexed: 03/02/2024]
Abstract
Workforce modelling for Radiation Oncology Medical Physicists (ROMPs) is evolving and challenging, prompting the development of the 2021 Australasian College of Physical Scientists and Engineers in Medicine (ACPSEM) ROMP Workforce (ARW) Model. In the exploration of this model at Sir Charles Gairdner Hospital, a comprehensive productivity exercise was conducted to obtain a detailed breakdown of ROMP time at a granular level. The results provide valuable insights into ROMP activities and enabled an evaluation of ARW Model calculations. The findings also capture the changing ROMP role as evidenced by an increasing involvement in consultation and advisory tasks with other professionals in the field. They also suggest that CyberKnife QA time requirements in the data utilised by the model may need to be revised. This study emphasises features inherent in the model, that need to be understood if the model is to be applied correctly.
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Affiliation(s)
- Broderick Ivan McCallum-Hee
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, 6009, Nedlands, WA, Australia.
- School of Physics, Mathematics and Computing, The University of Western Australia, 6009, Crawley, WA, Australia.
| | - Godfrey Mukwada
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, 6009, Nedlands, WA, Australia
- School of Physics, Mathematics and Computing, The University of Western Australia, 6009, Crawley, WA, Australia
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Shyllon S, Penfold S, Dalfsen R, Kirkness E, Hug B, Rowshanfarzad P, Devlin P, Tang C, Le H, Gorayski P, Grogan G, Kearvell R, Ebert MA. Dosimetric comparison of proton therapy and CyberKnife in stereotactic body radiation therapy for liver cancers. Phys Eng Sci Med 2024; 47:1203-1212. [PMID: 38809365 PMCID: PMC11408538 DOI: 10.1007/s13246-024-01440-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 05/08/2024] [Indexed: 05/30/2024]
Abstract
Stereotactic body radiation therapy (SBRT) has been increasingly used for the ablation of liver tumours. CyberKnife and proton beam therapy (PBT) are two advanced treatment technologies suitable to deliver SBRT with high dose conformity and steep dose gradients. However, there is very limited data comparing the dosimetric characteristics of CyberKnife to PBT for liver SBRT. PBT and CyberKnife plans were retrospectively generated using 4DCT datasets of ten patients who were previously treated for hepatocellular carcinoma (HCC, N = 5) and liver metastasis (N = 5). Dose volume histogram data was assessed and compared against selected criteria; given a dose prescription of 54 Gy in 3 fractions for liver metastases and 45 Gy in 3 fractions for HCC, with previously published consensus-based normal tissue dose constraints. Comparison of evaluation parameters showed a statistically significant difference for target volume coverage and liver, lungs and spinal cord (p < 0.05) dose, while chest wall and skin did not indicate a significant difference between the two modalities. A number of optimal normal tissue constraints was violated by both the CyberKnife and proton plans for the same patients due to proximity of tumour to chest wall. PBT resulted in greater organ sparing, the extent of which was mainly dependent on tumour location. Tumours located on the liver periphery experienced the largest increase in organ sparing. Organ sparing for CyberKnife was comparable with PBT for small target volumes.
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Affiliation(s)
- Samuel Shyllon
- School of Physics, Mathematics and Computing, The University of Western Australia, Perth, WA, Australia
- Medical Technology and Physics, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
| | - Scott Penfold
- Department of Radiation Oncology, Royal Adelaide Hospital, Adelaide, SA, Australia
- Department of Physics, University of Adelaide, Adelaide, SA, Australia
- Australian Bragg Centre for Proton Therapy and Research, Adelaide, SA, Australia
| | - Ray Dalfsen
- PT Product Engineering, Elekta, Adelaide, SA, Australia
| | - Elsebe Kirkness
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Perth, WA, Australia
| | - Ben Hug
- 5D Clinics, Claremont, WA, Australia
| | - Pejman Rowshanfarzad
- School of Physics, Mathematics and Computing, The University of Western Australia, Perth, WA, Australia.
- Centre for Advanced Technologies in Cancer Research (CATCR), Perth, WA, Australia.
| | | | - Colin Tang
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Perth, WA, Australia
- 5D Clinics, Claremont, WA, Australia
| | - Hien Le
- Department of Radiation Oncology, Royal Adelaide Hospital, Adelaide, SA, Australia
- Australian Bragg Centre for Proton Therapy and Research, Adelaide, SA, Australia
| | - Peter Gorayski
- Department of Radiation Oncology, Royal Adelaide Hospital, Adelaide, SA, Australia
- Australian Bragg Centre for Proton Therapy and Research, Adelaide, SA, Australia
| | - Garry Grogan
- Radiotherapy Physics, The Churchill Hospital, Headington, Oxford, UK
| | | | - Martin A Ebert
- School of Physics, Mathematics and Computing, The University of Western Australia, Perth, WA, Australia
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Perth, WA, Australia
- 5D Clinics, Claremont, WA, Australia
- Centre for Advanced Technologies in Cancer Research (CATCR), Perth, WA, Australia
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Zhu L, Dong S, Sun L, Xiao Y, Zhong Y, Pan M, Wang Y. Dosimetric comparison of HyperArc and InCise MLC-based CyberKnife plans in treating single and multiple brain metastases. J Appl Clin Med Phys 2024; 25:e14404. [PMID: 38803034 PMCID: PMC11302820 DOI: 10.1002/acm2.14404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 03/19/2024] [Accepted: 05/02/2024] [Indexed: 05/29/2024] Open
Abstract
BACKGROUND AND PURPOSE This study aimed to compare the dosimetric attributes of two multi-leaf collimator based techniques, HyperArc and Incise CyberKnife, in the treatment of brain metastases. MATERIAL AND METHODS 17 cases of brain metastases were selected including 6 patients of single lesion and 11 patients of multiple lesions. Treatment plans of HyperArc and CyberKnife were designed in Eclipse 15.5 and Precision 1.0, respectively, and transferred to Velocity 3.2 for comparison. RESULTS HyperArc plans provided superior Conformity Index (0.91 ± 0.06 vs. 0.77 ± 0.07, p < 0.01) with reduced dose distribution in organs at risk (Dmax, p < 0.05) and lower normal tissue exposure (V4Gy-V20Gy, p < 0.05) in contrast to CyberKnife plans, although the Gradient Indexes were similar. CyberKnife plans showed higher Homogeneity Index (1.54 ± 0.17 vs. 1.39 ± 0.09, p < 0.05) and increased D2% and D50% in the target (p < 0.05). Additionally, HyperArc plans had significantly fewer Monitor Units (MUs) and beam-on time (p < 0.01). CONCLUSION HyperArc plans demonstrated superior performance compared with MLC-based CyberKnife plans in terms of conformity and the sparing of critical organs and normal tissues, although no significant difference in GI outcomes was noted. Conversely, CyberKnife plans achieved a higher target dose and HI. The study suggests that HyperArc is more efficient and particularly suitable for treating larger lesions in brain metastases.
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Affiliation(s)
- Liying Zhu
- Radiation Oncology CenterHuashan HospitalFudan UniversityShanghaiChina
| | - Shengnan Dong
- Radiation Oncology CenterHenan Province Hospital of TCMZhengzhouChina
| | - Lei Sun
- Department of NeurosurgeryCyberKnife CenterHuashan HospitalFudan UniversityShanghaiChina
| | - Yixuan Xiao
- Radiation Oncology CenterHuashan HospitalFudan UniversityShanghaiChina
| | - Yihua Zhong
- Radiation Oncology CenterHuashan HospitalFudan UniversityShanghaiChina
| | - Mingyuan Pan
- Radiation Oncology CenterHuashan HospitalFudan UniversityShanghaiChina
| | - Yang Wang
- Radiation Oncology CenterHuashan HospitalFudan UniversityShanghaiChina
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Zhou P, Chang Y, Li S, Luo J, Lei L, Shang Y, Pei X, Ren Q, Chen C. Clinical application of a GPU-accelerated monte carlo dose verification for cyberknife M6 with Iris collimator. Radiat Oncol 2024; 19:86. [PMID: 38956685 PMCID: PMC11221037 DOI: 10.1186/s13014-024-02446-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 04/29/2024] [Indexed: 07/04/2024] Open
Abstract
PURPOSE To apply an independent GPU-accelerated Monte Carlo (MC) dose verification for CyberKnife M6 with Iris collimator and evaluate the dose calculation accuracy of RayTracing (TPS-RT) algorithm and Monte Carlo (TPS-MC) algorithm in the Precision treatment planning system (TPS). METHODS GPU-accelerated MC algorithm (ArcherQA-CK) was integrated into a commercial dose verification system, ArcherQA, to implement the patient-specific quality assurance in the CyberKnife M6 system. 30 clinical cases (10 cases in head, and 10 cases in chest, and 10 cases in abdomen) were collected in this study. For each case, three different dose calculation methods (TPS-MC, TPS-RT and ArcherQA-CK) were implemented based on the same treatment plan and compared with each other. For evaluation, the 3D global gamma analysis and dose parameters of the target volume and organs at risk (OARs) were analyzed comparatively. RESULTS For gamma pass rates at the criterion of 2%/2 mm, the results were over 98.0% for TPS-MC vs.TPS-RT, TPS-MC vs. ArcherQA-CK and TPS-RT vs. ArcherQA-CK in head cases, 84.9% for TPS-MC vs.TPS-RT, 98.0% for TPS-MC vs. ArcherQA-CK and 83.3% for TPS-RT vs. ArcherQA-CK in chest cases, 98.2% for TPS-MC vs.TPS-RT, 99.4% for TPS-MC vs. ArcherQA-CK and 94.5% for TPS-RT vs. ArcherQA-CK in abdomen cases. For dose parameters of planning target volume (PTV) in chest cases, the deviations of TPS-RT vs. TPS-MC and ArcherQA-CK vs. TPS-MC had significant difference (P < 0.01), and the deviations of TPS-RT vs. TPS-MC and TPS-RT vs. ArcherQA-CK were similar (P > 0.05). ArcherQA-CK had less calculation time compared with TPS-MC (1.66 min vs. 65.11 min). CONCLUSIONS Our proposed MC dose engine (ArcherQA-CK) has a high degree of consistency with the Precision TPS-MC algorithm, which can quickly identify the calculation errors of TPS-RT algorithm for some chest cases. ArcherQA-CK can provide accurate patient-specific quality assurance in clinical practice.
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Affiliation(s)
- Peng Zhou
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - Yankui Chang
- School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, China
| | - Shijun Li
- School of Nuclear Science and Technology, University of Science and Technology of China, Hefei, China
| | - Jia Luo
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - Lin Lei
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China
| | - Yufen Shang
- Department of Radiation Oncology, Dezhou Second People's Hospital, Dezhou, China
| | - Xi Pei
- Anhui Wisdom Technology Company Limited, Hefei, China
| | - Qiang Ren
- Anhui Wisdom Technology Company Limited, Hefei, China.
| | - Chuan Chen
- Department of Cancer Center, Daping Hospital, Army Medical University, Chongqing, China.
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Zhang J, Wang L, Xie C, Yang Z, Xu B, Li X. Novel utilization and quantification of Xsight diaphragm tracking for respiratory motion compensation in Cyberknife Synchrony treatment of liver tumors. J Appl Clin Med Phys 2024; 25:e14341. [PMID: 38622894 PMCID: PMC11244677 DOI: 10.1002/acm2.14341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 12/06/2023] [Accepted: 03/09/2024] [Indexed: 04/17/2024] Open
Abstract
PURPOSE The Xsight lung tracking system (XLTS) utilizes an advanced image processing algorithm to precisely identify the position of a tumor and determine its location in orthogonal x-ray images, instead of finding fiducials, thereby minimizing the risk of fiducial insertion-related side effects. To assess and gauge the effectiveness of CyberKnife Synchrony in treating liver tumors located in close proximity to or within the diaphragm, we employed the Xsight diaphragm tracking system (XDTS), which was based on the XLTS. METHODS We looked back at the treatment logs of 11 patients (8/11 [XDTS], 3/11 [Fiducial-based Target Tracking System-FTTS]) who had liver tumors in close proximity to or within the diaphragm. And the results are compared with the patients who undergo the treatment of FTTS. The breathing data information was calculated as a rolling average to reduce the effect of irregular breathing. We tested the tracking accuracy with a dynamic phantom (18023-A) on the basis of patient-specific respiratory curve. RESULTS The average values for the XDTS and FTTS correlation errors were 1.38 ± 0.65 versus 1.50 ± 0.26 mm (superior-inferior), 1.28 ± 0.48 versus 0.40 ± 0.09 mm (left-right), and 0.96 ± 0.32 versus 0.47 ± 0.10 mm(anterior-posterior), respectively. The prediction errors for two methods of 0.65 ± 0.16 versus 5.48 ± 3.33 mm in the S-I direction, 0.34 ± 0.10 versus 1.41 ± 0.76 mm in the A-P direction, and 0.22 ± 0.072 versus 1.22 ± 0.48 mm in the L-R direction. The coverage rate of FTTS slightly less than that of XDTS, such as 96.53 ± 8.19% (FTTS) versus 98.03 ± 1.54 (XDTS). The prediction error, the motion amplitude, and the variation of the respiratory center phase were strongly related to each other. Especially, the higher the amplitude and the variation, the higher the prediction error. CONCLUSION The diaphragm has the potential to serve as an alternative to gold fiducial markers for detecting liver tumors in close proximity or within it. We also found that we needed to reduce the motion amplitude and train the respiration of the patients during liver radiotherapy, as well as control and evaluate their breathing.
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Affiliation(s)
- Jianping Zhang
- Department of Radiation OncologyFujian Medical University Union HospitalFuzhouChina
- Fujian Medical University Union Clinical Medicine CollegeFujian Medical UniversityFuzhouChina
- Department of Medical Imaging TechnologyCollege of Medical ImagingFujian Medical UniversityFuzhouChina
- Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors (Fujian Medical University)FuzhouChina
- Clinical Research Center for Radiology and Radiotherapy of Fujian Province (Digestive, Hematological and Breast Malignancies)FuzhouChina
| | - Lin Wang
- Department of Radiation OncologyFujian Medical University Union HospitalFuzhouChina
- Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors (Fujian Medical University)FuzhouChina
- Clinical Research Center for Radiology and Radiotherapy of Fujian Province (Digestive, Hematological and Breast Malignancies)FuzhouChina
| | - Chenyu Xie
- Department of Medical Imaging TechnologyCollege of Medical ImagingFujian Medical UniversityFuzhouChina
| | - Zhiyu Yang
- Department of Radiation OncologyFujian Medical University Union HospitalFuzhouChina
| | - Benhua Xu
- Department of Radiation OncologyFujian Medical University Union HospitalFuzhouChina
- Fujian Medical University Union Clinical Medicine CollegeFujian Medical UniversityFuzhouChina
- Department of Medical Imaging TechnologyCollege of Medical ImagingFujian Medical UniversityFuzhouChina
- Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors (Fujian Medical University)FuzhouChina
- Clinical Research Center for Radiology and Radiotherapy of Fujian Province (Digestive, Hematological and Breast Malignancies)FuzhouChina
| | - Xiaobo Li
- Department of Radiation OncologyFujian Medical University Union HospitalFuzhouChina
- Fujian Medical University Union Clinical Medicine CollegeFujian Medical UniversityFuzhouChina
- Department of Medical Imaging TechnologyCollege of Medical ImagingFujian Medical UniversityFuzhouChina
- Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors (Fujian Medical University)FuzhouChina
- Clinical Research Center for Radiology and Radiotherapy of Fujian Province (Digestive, Hematological and Breast Malignancies)FuzhouChina
- Department of Engineering PhysicsTsinghua UniversityBeijingChina
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11
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Hofmann T, Kohlhase N, Eftimova D, Eder MM, Staehler M, Ruge MI, Muacevic A, Fürweger C. Accuracy of robotic radiosurgery in renal cell carcinoma. Phys Med 2024; 122:103372. [PMID: 38759469 DOI: 10.1016/j.ejmp.2024.103372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 04/17/2024] [Accepted: 04/30/2024] [Indexed: 05/19/2024] Open
Abstract
PURPOSE Although emerging clinical evidence supports robotic radiosurgery as a highly effective treatment option for renal cell carcinoma (RCC) less than 4 cm in diameter, delivery uncertainties and associated target volume margins have not been studied in detail. We assess intrafraction tumor motion patterns and accuracy of robotic radiosurgery in renal tumors with real-time respiratory tracking to optimize treatment margins. METHODS Delivery log files from 165 consecutive treatments of RCC were retrospectively analyzed. Five components were considered for planning target volume (PTV) margin estimation: (a) The model error from the correlation model between patient breath and tumor motion, (b) the prediction error from an algorithm predicting the patient breathing pattern, (c) the targeting error from the treatment robot, (d) the inherent total accuracy of the system for respiratory motion tracking, and (e) the margin required to cover potential target rotation, simulated with PTV rotations up to 10°. RESULTS The median tumor motion was 10.5 mm, 2.4 mm and 4.4 mm in the superior-inferior, left-right, and anterior-posterior directions, respectively. The root of the sum of squares of all contributions to the system's inaccuracy results in a minimum PTV margin of 4.3 mm, 2.6 mm and 3.0 mm in the superior-inferior, left-right and anterior-posterior directions, respectively, assuming optimal fiducial position and neglecting target deformation. CONCLUSIONS We have assessed kidney motion and derived PTV margins for the treatment of RCC with robotic radiosurgery, which helps to deliver renal treatments in a more consistent manner and potentially further improve outcomes.
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Affiliation(s)
- Theresa Hofmann
- European Radiosurgery Center Munich, Max-Lebsche-Platz 31, 81377 Munich, Germany.
| | - Nadja Kohlhase
- European Radiosurgery Center Munich, Max-Lebsche-Platz 31, 81377 Munich, Germany
| | - Dochka Eftimova
- European Radiosurgery Center Munich, Max-Lebsche-Platz 31, 81377 Munich, Germany
| | - Michael Martin Eder
- European Radiosurgery Center Munich, Max-Lebsche-Platz 31, 81377 Munich, Germany
| | - Michael Staehler
- University Hospital of Munich, Department of Urology, Marchioninistr. 15, 81377 Munich, Germany
| | - Maximilian I Ruge
- University Hospital Cologne, Medical Faculty of the University of Cologne, Department of Stereotactic and Functional Neurosurgery, Centre of Neurosurgery, Albertus Magnus Platz, 50923 Cologne, Germany
| | - Alexander Muacevic
- European Radiosurgery Center Munich, Max-Lebsche-Platz 31, 81377 Munich, Germany
| | - Christoph Fürweger
- European Radiosurgery Center Munich, Max-Lebsche-Platz 31, 81377 Munich, Germany; University Hospital Cologne, Medical Faculty of the University of Cologne, Department of Stereotactic and Functional Neurosurgery, Centre of Neurosurgery, Albertus Magnus Platz, 50923 Cologne, Germany
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12
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Tham BZ, Aleman DM, Heaton RK, Nordström H, Coolens C. Physical dose validation of dynamic treatment for Gamma Knife radiosurgery. Med Phys 2024; 51:3635-3647. [PMID: 38517433 DOI: 10.1002/mp.17034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 02/23/2024] [Accepted: 02/28/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Dynamic treatment in Gamma Knife (GK) radiosurgery systems delivers radiation continuously with couch movement, as opposed to stationary step-and-shoot treatment where radiation is paused when moving between isocenters. Previous studies have shown the potential for dynamic GK treatment to give faster treatment times and improved dose conformity and homogeneity. However, these studies focused only on computational simulations and lack physical validation. PURPOSE This study aims conduct dynamic treatment dosimetric validation with physical experimental measurements. The experiments aim to (1) address assumptions made with computational studies, such as the validity of treating a continuous path as discretised points, (2) investigate uncertainties in translating computed plans to actual treatment, and (3) determine ideal treatment planning parameters, such as interval distance for the path discretization, collimator change limitations, and minimum isocenter treatment times. METHODS This study uses a GK ICON treatment delivery machine, and a motion phantom custom-made to attach to the machine's mask adapter and move in 1D superior-inferior motion. Phantom positioning is first verified through comparisons against couch motion and computed doses. For dynamic treatment experiments, the phantom is moved through a program that first reads the desired treatment plan isocenters' position, time, and collimator sizes, then carries out the motion continuously while the treatment machine delivers radiation. Measurements are done with increasing levels of complexity: varying speed, varying collimator sizes, varying both speed and collimator sizes, then extends the same measurements to simulated 2D motion by combining phantom and couch motion. Dose comparisons between phantom motion radiation measurements and either couch motion measurements or dose calculations are analyzed with 2 mm/2% and 1 mm/2% gamma indices, using both local and global gamma index calculations. RESULTS Phantom positional experiments show a high accuracy, with global gamma indices for all dose comparisons ≥ $\ge $ 99%. Discretization level to approximate continuous path as discrete points show the good dose matches with dose calculations when using 1 and 2-mm gaps. Complex 1D motion, including varying speed, collimator sizes, or both, as well as 2D motion with the same complexities, all show good dose matches with dose calculations: the scores are ≥ $\ge $ 92.0% for the strictest 1 mm/2% local gamma index calculation, ≥ $\ge $ 99.8% for 2 mm/2% local gamma index, and ≥ $\ge $ 97.0% for all global gamma indices. Five simulated 2D treatments with optimized plans scored highly as well, with all gamma index scores ≥ $\ge $ 95.3% when compared to stationary treatment, and scores ≥ $\ge $ 97.9% when compared to plan calculated dose. CONCLUSIONS Dynamic treatment computational studies are validated, with dynamic treatment shown to be physically feasible and deliverable with high accuracy. A 2-mm discretization level in treatment planning is proposed as the best option for shorter dose calculation times while maintaining dose accuracy. Our experimental method enables dynamic treatment measurements using the existing clinical workflow, which may be replicated in other centers, and future studies may include 2D or 3D motion experiments, or planning studies to further quantify potential indication-specific benefits.
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Affiliation(s)
- Benjamin Z Tham
- Department of Radiation Oncology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Dionne M Aleman
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Robert K Heaton
- Department of Radiation Oncology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | | | - Catherine Coolens
- Department of Radiation Oncology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
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13
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Liu M, Cygler JE, Tiberi D, Doody J, Malone S, Vandervoort E. Dosimetric impact of rotational errors in trigeminal neuralgia radiosurgery using CyberKnife. J Appl Clin Med Phys 2024; 25:e14238. [PMID: 38131465 PMCID: PMC11005971 DOI: 10.1002/acm2.14238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 11/23/2023] [Accepted: 11/27/2023] [Indexed: 12/23/2023] Open
Abstract
PURPOSE Trigeminal neuralgia (TN) can be treated on the CyberKnife system using two different treatment delivery paths: the general-purpose full path corrects small rotations, while the dedicated trigeminal path improves dose fall-off but does not allow rotational corrections. The study evaluates the impact of uncorrected rotations on brainstem dose and the length of CN5 (denoted as Leff) covered by the prescription dose. METHODS AND MATERIALS A proposed model estimates the delivered dose considering translational and rotational delivery errors for TN treatments on the CyberKnife system. The model is validated using radiochromic film measurements with and without rotational setup error for both paths. Leff and the brainstem dose is retrospectively assessed for 24 cases planned using the trigeminal path. For 15 cases, plans generated using both paths are compared for the target coverage and toxicity to the brainstem. RESULTS In experimental validations, measured and estimated doses agree at 1%/1 mm level. For 24 cases, the treated Leff is 5.3 ± 1.7 mm, reduced from 5.9 ± 1.8 mm in the planned dose. Constraints for the brainstem are met in 23 cases for the treated dose but require frequent treatment interruption to maintain rotational corrections <0.5° using the trigeminal path. The treated length of CN5, and plan quality metrics are similar for the two paths, favoring the full path where rotations are corrected. CONCLUSIONS We validated an analytical model that can provide patient-specific tolerances on rotations to meet plan objectives. Treatment using the full path can reduce treatment time and allow for rotational corrections.
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Affiliation(s)
- Ming Liu
- Department of Medical PhysicsThe Ottawa Hospital Cancer CenterOttawaOntarioCanada
- Department of PhysicsCarleton UniversityOttawaOntarioCanada
| | - Joanna E Cygler
- Department of Medical PhysicsThe Ottawa Hospital Cancer CenterOttawaOntarioCanada
- Department of PhysicsCarleton UniversityOttawaOntarioCanada
- Department of RadiologyUniversity of OttawaOttawaOntarioCanada
| | - David Tiberi
- Department of Radiation OncologyThe Ottawa Hospital Cancer CentreOttawaOntarioCanada
- Department of Radiation OncologyUniversity of OttawaOttawaOntarioCanada
| | - Janice Doody
- Radiation Medicine ProgramThe Ottawa Hospital Cancer CentreOttawaOntarioCanada
| | - Shawn Malone
- Department of Radiation OncologyThe Ottawa Hospital Cancer CentreOttawaOntarioCanada
- Department of Radiation OncologyUniversity of OttawaOttawaOntarioCanada
| | - Eric Vandervoort
- Department of Medical PhysicsThe Ottawa Hospital Cancer CenterOttawaOntarioCanada
- Department of PhysicsCarleton UniversityOttawaOntarioCanada
- Department of RadiologyUniversity of OttawaOttawaOntarioCanada
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14
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Hanvey S, Hackett P, Winch L, Lim E, Laney R, Welsh L. A multi-centre stereotactic radiosurgery planning study of multiple brain metastases using isocentric linear accelerators with 5 and 2.5 mm width multi-leaf collimators, CyberKnife and Gamma Knife. BJR Open 2024; 6:tzae003. [PMID: 38371494 PMCID: PMC10873585 DOI: 10.1093/bjro/tzae003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 02/15/2024] [Accepted: 02/15/2024] [Indexed: 02/20/2024] Open
Abstract
Objectives This study compared plans of high definition (HD), 2.5 mm width multi-leaf collimator (MLC), to standard, 5 mm width, isocentric linear accelerator (linacs), CyberKnife (CK), and Gamma Knife (GK) for stereotactic radiosurgery (SRS) techniques on multiple brain metastases. Methods Eleven patients undergoing SRS for multiple brain metastases were chosen. Targets and organs at risk (OARs) were delineated and optimized SRS plans were generated and compared. Results The linacs delivered similar conformity index (CI) values, but the gradient index (GI) for HD MLCs was significantly lower (P-value <.001). Half the OARs received significantly lower dose using HD MLCs. CK delivered a significantly lower CI than HD MLC linac (P-value <.001), but a significantly higher GI (P-value <.001). CI was significantly improved with the HD MLC linac compared to GK (P-value = 4.591 × 10-3), however, GK delivered a significantly lower GI (P-value <.001). OAR dose sparing was similar for the HD MLC TL, CK, and GK. Conclusions Comparing linacs for SRS, the preferred choice is HD MLCs. Similar results were achieved with the HD MLC linac, CK, or GK, with each delivering significant improvements in different aspects of plan quality. Advances in knowledge This article is the first to compare HD and standard width MLC linac plans using a combination of single isocentre volumetric modulated arc therapy and multi-isocentric dynamic conformal arc plans as required, which is a more clinically relevant assessment. Furthermore, it compares these plans with CK and GK, assessing the relative merits of each technique.
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Affiliation(s)
- Scott Hanvey
- University Hospitals Plymouth NHS Trust, Plymouth, PL6 8DH, United Kingdom
| | | | - Lucy Winch
- University Hospitals Bristol NHS Foundation Trust, Bristol, BS2 8ED, United Kingdom
| | - Elizabeth Lim
- University Hospitals Plymouth NHS Trust, Plymouth, PL6 8DH, United Kingdom
- University of Plymouth, Plymouth, PL4 8AA, United Kingdom
| | - Robin Laney
- University Hospitals Plymouth NHS Trust, Plymouth, PL6 8DH, United Kingdom
| | - Liam Welsh
- The Royal Marsden, London, SW3 6JJ, United Kingdom
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15
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Singhrao K, Zubair M, Nano T, Scholey JE, Descovich M. End-to-end validation of fiducial tracking accuracy in robotic radiosurgery using MRI-only simulation imaging. Med Phys 2024; 51:31-41. [PMID: 38055419 DOI: 10.1002/mp.16857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 10/13/2023] [Accepted: 11/05/2023] [Indexed: 12/08/2023] Open
Abstract
BACKGROUND Image-guided radiation-therapy (IGRT)-based robotic radiosurgery using magnetic resonance imaging (MRI)-only simulation could allow for improved target definition with highly conformal radiotherapy treatments. Fiducial marker (FM)-based alignment is used with robotic radiosurgery treatments of sites such as the prostate because it aids in accurate target localization. Synthetic CT (sCT) images are generated in the MRI-only workflow but FMs used for IGRT appear as signal voids in MRIs and do not appear in MR-generated sCTs, hindering the ability to use sCTs for fiducial-based IGRT. PURPOSE In this study we evaluate the fiducial tracking accuracy for a novel artificial fiducial insertion method in sCT images that allows for fiducial marker tracking in robotic radiosurgery, using MRI-only simulation imaging (MRI-only workflow). METHODS Artificial fiducial markers were inserted into sCT images at the site of the real marker implantation as visible in MRI. Two phantoms were used in this study. A custom anthropomorphic pelvis phantom was designed to validate the tracking accuracy for a variety of artificial fiducials in an MRI-only workflow. A head phantom containing a hidden target and orthogonal film pair inserts was used to perform end-to-end tests of artificial fiducial configurations inserted in sCT images. The setup and end-to-end targeting accuracy of the MRI-only workflow were compared to the computed tomography (CT)-based standard. Each phantom had six FMs implanted with a minimum spacing of 2 cm. For each phantom a bulk-density sCT was generated, and artificial FMs were inserted at the implantation location. Several methods of FM insertion were tested including: (1) replacing HU with a fixed value (10000HU) (voxel-burned); (2) using a representative fiducial image derived from a linear combination of fiducial templates (composite-fiducial); (3) computationally simulating FM signal voids using a digital phantom containing FMs and inserting the corresponding signal void into sCT images (simulated-fiducial). All tests were performed on a CyberKnife system (Accuray, Sunnyvale, CA). Treatment plans and digital-reconstructed-radiographs were generated from the original CT and sCTs with embedded fiducials and used to align the phantom on the treatment couch. Differences in the initial phantom alignment (3D translations/rotations) and tracking parameters between CT-based plans and sCT-based plans were analyzed. End-to-end plans for both scenarios were generated and analyzed following our clinical protocol. RESULTS For all plans, the fiducial tracking algorithm was able to identify the fiducial locations. The mean FM-extraction uncertainty for the composite and simulated FMs was below 48% for fiducials in both the anthropomorphic pelvis and end-to-end phantoms, which is below the 70% treatment uncertainty threshold. The total targeting error was within tolerance (<0.95 mm) for end-to-end tests of sCT images with the composite and head-on simulated FMs (0.26, 0.44, and 0.35 mm for the composite fiducial in sCT, head-on simulated fiducial in sCT, and fiducials in original CT, respectively. CONCLUSIONS MRI-only simulation for robotic radiosurgery could potentially improve treatment accuracy and reduce planning margins. Our study has shown that using a composite-derived or simulated FM in conjunction with sCT images, MRI-only workflow can provide clinically acceptable setup accuracy in line with CT-based standards for FM-based robotic radiosurgery.
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Affiliation(s)
- Kamal Singhrao
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
| | - Muhammad Zubair
- Department of Radiation Oncology, University of California, San Francisco, California, USA
| | - Tomi Nano
- Department of Radiation Oncology, University of California, San Francisco, California, USA
| | - Jessica E Scholey
- Department of Radiation Oncology, University of California, San Francisco, California, USA
| | - Martina Descovich
- Department of Radiation Oncology, University of California, San Francisco, California, USA
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Pearson M, Barnes MP, Brown KF, Hawthorn K, Stevens SW, Kizhakke Veetil R, Weston S, Whitbourn JR. IPEM topical report: results of a 2022 UK survey on the use of linac manufacturer integrated quality control (MIQC). Phys Med Biol 2023; 68:245018. [PMID: 37988759 DOI: 10.1088/1361-6560/ad0eb3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 11/21/2023] [Indexed: 11/23/2023]
Abstract
In recent years Radiotherapy linear accelerator (linac) vendors have developed their own integrated quality control (QC) systems. Such manufacturer-integrated-quality-control (MIQC) has the potential to improve both the quality and efficiency of linac QC but is currently being developed and utilised in the absence of specific best-practice guidance. An Institute of Physics and Engineering in Medicine working party was commissioned with a view to develop guidance for the commissioning and implementation of MIQC. This study is based upon a survey of United Kingdom (UK) radiotherapy departments performed by the working party. The survey was distributed to all heads of radiotherapy physics in the UK and investigated availability and uptake, community beliefs and opinions, utilisation, user experience and associated procedures. The survey achieved a 95% response rate and demonstrated strong support (>95%) for its use and further development. MIQC systems are available in 79% of respondents' centres, and are in clinical use in 66%. The most common MIQC system was Varian MPC, in clinical use in 58% of responding centres, with CyberKnife AQA\E2E in 11%, TomoTherapy TQA in 8% and no users of Elekta Machine QA. A majority of users found their MIQC to be easy to use, reliable, and had five or more years of experience. Most users reported occasions of discrepancy in results between MIQC and conventional testing, but the majority considered this acceptable, indicating a false reporting frequency of quarterly or less. MIQC has shown value in preventative maintenance and early detection of machine deviations. There were inconsistent approaches in the utilisation and commissioning tests performed. Fewer than half of users perform QC of MIQC. 45% of responders have modified their QC processes with the introduction of MIQC, via replacement of conventional tests or reduction in their frequency. Future guidance is recommended to assist in the implementation of MIQC.
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Affiliation(s)
- Michael Pearson
- Medical Physics Department, Guys and St Thomas' Hospital, London, United Kingdom
- School of Biomedical Engineering & Imaging Sciences, King's College London, London, United Kingdom
| | - Michael P Barnes
- Department of Radiation Oncology, Calvary Mater Hospital Newcastle, Waratah, NSW, Australia
| | - Kirstie F Brown
- Edinburgh Cancer Centre, Western General Hospital, Edinburgh, United Kingdom
| | - Karen Hawthorn
- Northern Centre for Cancer Care, Freeman Hospital, Newcastle-upon-Tyne, United Kingdom
| | | | - Rakesh Kizhakke Veetil
- Radiotherapy Department, Southend University Hospital NHS Trust, Westcliff-on-Sea, United Kingdom
| | - Steven Weston
- Medical Physics and Engineering, Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
| | - J R Whitbourn
- Department of Medical Physics, The James Cook University Hospital, Middlesbrough, United Kingdom
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Neupane T, Shang C, Kassel M, Muhammad W, Leventouri T, Williams TR. Viability of the virtual cone technique using a fixed small multi-leaf collimator field for stereotactic radiosurgery of trigeminal neuralgia. J Appl Clin Med Phys 2023; 24:e14148. [PMID: 37722766 PMCID: PMC10691631 DOI: 10.1002/acm2.14148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 08/04/2023] [Accepted: 08/20/2023] [Indexed: 09/20/2023] Open
Abstract
Dosimetric uncertainties in very small (≤1.5 × 1.5 cm2 ) photon fields are remarkably higher, which undermines the validity of the virtual cone (VC) technique with a diminutive and variable MLC fields. We evaluate the accuracy and reproducibility of the VC method with a very small, fixed MLC field setting, called a fixed virtual cone (fVC), for small target radiosurgery such as trigeminal neuralgia (TGN). The fVC is characterized by 0.5 cm x 0.5 cm high-definition (HD) MLC field of 10MV FFF beam defined at 100 cm SAD, while backup jaws are positioned at 1.5 cm x 1.5 cm. A spherical dose distribution equivalent to 5 mm (diameter) physical cone was generated using 10-14 non-coplanar, partial arcs. Dosimetric accuracy was validated using SRS diode (PTW 60018), SRS MapCHECK (SNC) measurements. As a quality assurance measure, 10 treatment plans (SRS) for TGN, consisting of various arc ranges at different collimator angles were analyzed using 6 MV FFF and 10 MV FFF beams, including a field-by-field study (n = 130 fields). Dose outputs were compared between the Eclipse TPS and measurements (SRS MapCHECK). Moreover, dosimetric changes in the field defining fVC, prompted by a minute (± 0.5-1.0 mm) leaf shift, was examined among TPS, diode measurements, and Monte Carlo (MC) simulations. The beam model for fVC was validated (≤3% difference) using SRS MapCHECK based absolute dose measurements. The equivalent diameters of the 50% isodose distribution were found comparable to that of a 5 mm cone. Additionally, the comparison of field output factors, dose per MU between the TPS and SRS diode measurements using the fVC field, including ± 1 mm leaf shift, yielded average discrepancies within 5.5% and 3.5% for 6 MV FFF and 10 MV FFF beams, respectively. Overall, the fVC method is a credible alternative to the physical cone (5 mm) that can be applied in routine radiosurgical treatment of TGN.
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Affiliation(s)
- Taindra Neupane
- Department of PhysicsFlorida Atlantic UniversityBoca RatonFloridaUSA
| | - Charles Shang
- RSOSouth Florida Proton Therapy InstituteDelray BeachFloridaUSA
| | - Maxwell Kassel
- Department of PhysicsFlorida Atlantic UniversityBoca RatonFloridaUSA
| | - Wazir Muhammad
- Department of PhysicsFlorida Atlantic UniversityBoca RatonFloridaUSA
| | - Theodora Leventouri
- Center for Biological and Materials Physics (CBAMP)Department of PhysicsFlorida Atlantic UniversityBoca RatonFloridaUSA
| | - Timothy R. Williams
- Medical DirectorSouth Florida Proton Therapy InstituteDelray BeachFloridaUSA
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Thiele M, Galonske K, Ernst I, Mack A. Development of a LINAC head model for the CyberKnife VSI-System using EGSnrc Monte Carlo system. J Appl Clin Med Phys 2023; 24:e14137. [PMID: 37712892 PMCID: PMC10691629 DOI: 10.1002/acm2.14137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 06/04/2023] [Accepted: 08/12/2023] [Indexed: 09/16/2023] Open
Abstract
INTRODUCTION In order to understand the interaction processes of photons and electrons of the CyberKnife VSI-System, a modeling of the LINAC head must take place. Here, a Monte Carlo simulation can help. By comparing the measured data with the simulation data, the agreement can be checked. MATERIALS AND METHODS For the Monte Carlo simulations, the toolkit EGSnrc with the user codes BEAMnrc and DOSXZYnrc was used. The CyberKnife VSI-System has two collimation systems to define the field size of the beam. On the one hand, it has 12 circular collimators and, on the other, an IRIS-aperture. The average energy, final source width, dose profiles, and output factors in a voxel-based water phantom were determined and compared to the measured data. RESULTS The average kinetic energy of the electron beam for the CyberKnife VSI LINAC head is 6.9 MeV, with a final source width of 0.25 cm in x-direction and 0.23 cm in y-direction. All simulated dose profiles for both collimation systems were able to achieve a global gamma criterion of 1%/1 mm to the measured data. For the output factors, the deviation from simulated to measured data is < 1% from a field size of 12.5 mm for the circular collimators and from a field size of 10 mm for the IRIS-aperture. CONCLUSION The beam characteristics of the CyberKnife VSI LINAC head could be exactly simulated with Monte Carlo simulation. Thus, in the future, this model can be used as a basis for electronic patient-specific QA or to determine scattering processes of the LINAC head.
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Affiliation(s)
| | | | - Iris Ernst
- German Center for Stereotaxy and Precision IrradiationSoestGermany
| | - Andreas Mack
- Swiss Neuro Radiosurgery CenterZurichSwitzerland
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Krauss RF, Balik S, Cirino ET, Hadley A, Hariharan N, Holmes SM, Kielar K, Lavvafi H, McCullough K, Palefsky S, Sawyer JP, Smith K, Tracy J, Winter JD, Wingreen NE. AAPM Medical Physics Practice Guideline 8.b: Linear accelerator performance tests. J Appl Clin Med Phys 2023; 24:e14160. [PMID: 37793084 PMCID: PMC10647991 DOI: 10.1002/acm2.14160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 06/23/2023] [Accepted: 08/24/2023] [Indexed: 10/06/2023] Open
Abstract
The purpose of this guideline is to provide a list of critical performance tests to assist the Qualified Medical Physicist (QMP) in establishing and maintaining a safe and effective quality assurance (QA) program. The performance tests on a linear accelerator (linac) should be selected to fit the clinical patterns of use of the accelerator and care should be given to perform tests which are relevant to detecting errors related to the specific use of the accelerator. Current recommendations for linac QA were reviewed to determine any changes required to those tests highlighted by the original report as well as considering new components of the treatment process that have become common since its publication. Recommendations are made on the acquisition of reference data, routine establishment of machine isocenter, basing performance tests on clinical use of the linac, working with vendors to establish QA tests and performing tests after maintenance and upgrades. The recommended tests proposed in this guideline were chosen based on consensus of the guideline's committee after assessing necessary changes from the previous report. The tests are grouped together by class of test (e.g., dosimetry, mechanical, etc.) and clinical parameter tested. Implementation notes are included for each test so that the QMP can understand the overall goal of each test. This guideline will assist the QMP in developing a comprehensive QA program for linacs in the external beam radiation therapy setting. The committee sought to prioritize tests by their implication on quality and patient safety. The QMP is ultimately responsible for implementing appropriate tests. In the spirit of the report from American Association of Physicists in Medicine Task Group 100, individual institutions are encouraged to analyze the risks involved in their own clinical practice and determine which performance tests are relevant in their own radiotherapy clinics.
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Affiliation(s)
| | - Salim Balik
- University of Southern CaliforniaLos AngelesCaliforniaUSA
| | | | - Austin Hadley
- Anchorage Radiation Oncology CenterAnchorageAlaskaUSA
| | | | | | | | | | | | | | | | - Koren Smith
- UMass Chan Medical School/IROC Rhode Island QA CenterLincolnRhode IslandUSA
| | | | - Jeff D. Winter
- Department of Medical PhysicsPrincess Margaret Cancer CentreTorontoOntarioCanada
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Malatesta T, Scaggion A, Giglioli FR, Belmonte G, Casale M, Colleoni P, Falco MD, Giuliano A, Linsalata S, Marino C, Moretti E, Richetto V, Sardo A, Russo S, Mancosu P. Patient specific quality assurance in SBRT: a systematic review of measurement-based methods. Phys Med Biol 2023; 68:21TR01. [PMID: 37625437 DOI: 10.1088/1361-6560/acf43a] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 08/25/2023] [Indexed: 08/27/2023]
Abstract
This topical review focuses on Patient-Specific Quality Assurance (PSQA) approaches to stereotactic body radiation therapy (SBRT). SBRT requires stricter accuracy than standard radiation therapy due to the high dose per fraction and the limited number of fractions. The review considered various PSQA methods reported in 36 articles between 01/2010 and 07/2022 for SBRT treatment. In particular comparison among devices and devices designed for SBRT, sensitivity and resolution, verification methodology, gamma analysis were specifically considered. The review identified a list of essential data needed to reproduce the results in other clinics, highlighted the partial miss of data reported in scientific papers, and formulated recommendations for successful implementation of a PSQA protocol.
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Affiliation(s)
- Tiziana Malatesta
- Medical Physics Unit, Department of Radiotherapy and Medical Oncology and Radiology, Fatebenefratelli Isola Tiberina-Gemelli Isola Hospital, Rome, Italy
| | - Alessandro Scaggion
- Medical Physics Department, Veneto Institute of Oncology IOV - IRCCS, Padova, Italy
| | | | - Gina Belmonte
- Medical Physics Department, San Luca Hospital, Lucca, Italy
| | - Michelina Casale
- Medical Physics Unit, Azienda Ospedaliera 'Santa Maria', Terni, Italy
| | - Paolo Colleoni
- UOC Medical Physics Unit-ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Maria Daniela Falco
- Department of Radiation Oncology, 'SS. Annunziata' Hospital, 'G. D'Annunzio' University, Chieti, Italy
| | - Alessia Giuliano
- Medical Physics Unit, Pisa University Hospital 'Azienda Ospedaliero-Universitaria Pisana', Pisa, Italy
| | - Stefania Linsalata
- Medical Physics Unit, Pisa University Hospital 'Azienda Ospedaliero-Universitaria Pisana', Pisa, Italy
| | - Carmelo Marino
- Medical Physics and Radioprotection Unit, Humanitas Istituto Clinico Catanese, Misterbianco (CT), Italy
| | - Eugenia Moretti
- Division of Medical Physics, Department of Oncology, ASUFC Udine, Italy
| | - Veronica Richetto
- Medical Physics Unit, A.O.U. Città della Salute e della Scienza di Torino, Torino, Italy
| | - Anna Sardo
- UOSD Medical Physics, ASLCN2, Verduno, Italy
| | - Serenella Russo
- Medical Physics Unit, Azienda USL Toscana Centro, Florence, Italy
| | - Pietro Mancosu
- Medical Physics Unit of Radiotherapy Department, IRCCS Humanitas Research Hospital, Rozzano - Milano, Italy
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Nguyen DCT, Benameur S, Mignotte M, Lavoie F. Unsupervised registration of 3D knee implant components to biplanar X-ray images. BMC Med Imaging 2023; 23:133. [PMID: 37718452 PMCID: PMC10506289 DOI: 10.1186/s12880-023-01048-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Accepted: 06/06/2023] [Indexed: 09/19/2023] Open
Abstract
BACKGROUND Registration of three-dimensional (3D) knee implant components to radiographic images provides the 3D position of the implants which aids to analyze the component alignment after total knee arthroplasty. METHODS We present an automatic 3D to two-dimensional (2D) registration using biplanar radiographic images based on a hybrid similarity measure integrating region and edge-based information. More precisely, this measure is herein defined as a weighted combination of an edge potential field-based similarity, which represents the relation between the external contours of the component projections and an edge potential field estimated on the two radiographic images, and an object specificity property, which is based on the distinction of the region-label inside and outside of the object. RESULTS The accuracy of our 3D/2D registration algorithm was assessed on a sample of 64 components (32 femoral components and 32 tibial components). In our tests, we obtained an average of the root mean square error (RMSE) of 0.18 mm, which is significantly lower than that of both single similarity methods, supporting our hypothesis of better stability and accuracy with the proposed approach. CONCLUSION Our method, which provides six accurate registration parameters (three rotations and three translations) without requiring any fiducial markers, makes it possible to perform the important analyses on the rotational alignment of the femoral and tibial components on a large number of cases. In addition, this method can be extended to register other implants or bones.
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Affiliation(s)
- Dac Cong Tai Nguyen
- Département d'Informatique et de Recherche Opérationnelle (DIRO), Université de Montréal, Montréal, Québec, Canada.
- Eiffel Medtech Inc., Montréal, Québec, Canada.
| | | | - Max Mignotte
- Département d'Informatique et de Recherche Opérationnelle (DIRO), Université de Montréal, Montréal, Québec, Canada
| | - Frédéric Lavoie
- Eiffel Medtech Inc., Montréal, Québec, Canada
- Orthopedic Surgery Department, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, Québec, Canada
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García‐Fuentes JD, Sevillano D, Colmenares R, Capuz AB, Morís R, Cámara M, Galiano P, Williamson S, Béjar MJ, Prieto D, García‐Vicente F. Evaluation of a high resolution diode array for CyberKnife quality assurance. J Appl Clin Med Phys 2023; 24:e14053. [PMID: 37247259 PMCID: PMC10476977 DOI: 10.1002/acm2.14053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 03/22/2023] [Accepted: 05/01/2023] [Indexed: 05/31/2023] Open
Abstract
PURPOSE The CyberKnife quality assurance (QA) program relies mainly on the use of radiochromic film (RCF). We aimed at evaluating high-resolution arrays of detectors as an alternative to films for CyberKnife machine QA. METHODS This study will test the SRS Mapcheck (Sun Nuclear, Melbourne, Florida, USA) diode array and its own software, which allows three tests of the CyberKnife QA program to be performed. The first one is a geometrical accuracy test based on the delivery of two orthogonal beams (Automated Quality Assurance, AQA). Besides comparing the constancy and repeatability of both methods, known errors will be introduced to check their sensitivity. The second checks the constancy of the iris collimator field sizes (Iris QA). Changes in the field sizes will be introduced to study the array sensitivity. The last test checks the correct positioning of the multileaf collimator (MLC). It will be tested introducing known systematic displacements to whole banks and to single leaves. RESULTS The results of the RCF and diode array were equivalent (maximum differences of 0.18 ± 0.14 mm) for the AQA test, showing the array a higher reproducibility. When known errors were introduced, both methods behaved linearly with similar slopes. Regarding Iris QA, the array measurements are highly linear when changes in the field sizes are introduced. Linear regressions show slopes of 0.96-1.17 with r2 above 0.99 in all field sizes. Diode array seems to detect changes of 0.1 mm. In MLC QA, systematic errors of the whole bank of leaves were not detected by the array, while single leaf errors were detected. CONCLUSIONS The diode array is sensitive and accurate in the AQA and Iris QA tests, which give us the possibility of substituting RCF with a diode array. QA would be performed faster than using the film procedure, obtaining reliable results. Regarding the MLC QA, the inability to detect systematic displacements make it difficult to confidently use the detector.
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Affiliation(s)
| | - David Sevillano
- Department of Medical PhysicsHospital Universitario Ramón y Cajal, IRyCISMadridSpain
- Department of RadiologyRehabilitation and PhysiotherapyUniversidad Complutense de MadridMadridSpain
| | - Rafael Colmenares
- Department of Medical PhysicsHospital Universitario Ramón y Cajal, IRyCISMadridSpain
| | - Ana B. Capuz
- Department of Medical PhysicsHospital Universitario Ramón y Cajal, IRyCISMadridSpain
| | - Rafael Morís
- Department of Medical PhysicsHospital Universitario Ramón y Cajal, IRyCISMadridSpain
| | - Miguel Cámara
- Department of Medical PhysicsHospital Universitario Ramón y Cajal, IRyCISMadridSpain
| | - Pablo Galiano
- Department of Medical PhysicsHospital Universitario Ramón y Cajal, IRyCISMadridSpain
| | - Sandra Williamson
- Department of Medical PhysicsHospital Universitario Ramón y Cajal, IRyCISMadridSpain
| | - María J. Béjar
- Department of Medical PhysicsHospital Universitario Ramón y Cajal, IRyCISMadridSpain
| | - Daniel Prieto
- Department of Medical PhysicsHospital Universitario Ramón y Cajal, IRyCISMadridSpain
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Das IJ, Yadav P, Andersen AD, Chen ZJ, Huang L, Langer MP, Lee C, Li L, Popple RA, Rice RK, Schiff PB, Zhu TC, Abazeed ME. Dose prescription and reporting in stereotactic body radiotherapy: A multi-institutional study. Radiother Oncol 2023; 182:109571. [PMID: 36822361 PMCID: PMC10121952 DOI: 10.1016/j.radonc.2023.109571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 02/07/2023] [Accepted: 02/12/2023] [Indexed: 02/23/2023]
Abstract
BACKGROUND AND PURPOSE Radiation dose prescriptions are foundational for optimizing treatment efficacy and limiting treatment-related toxicity. We sought to assess the lack of standardization of SBRT dose prescriptions across institutions. MATERIALS & METHODS Dosimetric data from 1298 patients from 9 academic institutions treated with IMRT and VMAT were collected. Dose parameters D100, D98, D95, D50, and D2 were used to assess dosimetric variability. RESULTS Disease sites included lung (48.3 %) followed by liver (29.7 %), prostate (7.5 %), spine (6.8 %), brain (4.1 %), and pancreas (2.5 %). The PTV volume in lung varied widely with bimodality into two main groups (22.0-28.7 cm3) and (48.0-67.1 cm3). A hot spot ranging from 120-150 % was noted in nearly half of the patients, with significant variation across institutions. A D50 ≥ 110 % was found in nearly half of the institutions. There was significant dosimetric variation across institutions. CONCLUSIONS The SBRT prescriptions in the literature or in treatment guidelines currently lack nuance and hence there is significant variation in dose prescriptions across academic institutions. These findings add greater importance to the identification of dose parameters associated with improved clinical outcome comparisons as we move towards more hypofractionated treatments. There is a need for standardized reporting to help institutions in adapting treatment protocols based on the outcome of clinical trials. Dosimetric parameters are subsequently needed for uniformity and thereby standardizing planning guidelines to maximize efficacy, mitigate toxicity, and reduce treatment disparities are urgently needed.
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Affiliation(s)
- Indra J Das
- Department of Radiation Oncology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
| | - Poonam Yadav
- Department of Radiation Oncology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Aaron D Andersen
- Department of Radiation Oncology, Renown Medical Center, Reno, NV, USA
| | - Zhe Jay Chen
- Department of Therapeutic Radiology, Yale University, New haven, CT, USA
| | - Long Huang
- Department of Radiation Oncology, University of Utah, Salt Lake City, UT, USA
| | - Mark P Langer
- Department of Radiation Oncology, Indiana University Health, Indianapolis, IN, USA
| | - Choonik Lee
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Lin Li
- Division of Biostatistics, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Richard A Popple
- Department of Radiation Oncology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Roger K Rice
- Department of Radiation Medicine and Applied Science, University of California, San Diego, CA, USA
| | - Peter B Schiff
- Department of Radiation Oncology, New York University Grossman School of Medicine, New York, NY, USA
| | - Timothy C Zhu
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA, USA
| | - Mohamed E Abazeed
- Department of Radiation Oncology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Quality and Safety Considerations in Image Guided Radiation Therapy: An ASTRO Safety White Paper Update. Pract Radiat Oncol 2023; 13:97-111. [PMID: 36585312 DOI: 10.1016/j.prro.2022.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 09/07/2022] [Accepted: 09/08/2022] [Indexed: 12/30/2022]
Abstract
PURPOSE This updated report on image guided radiation therapy (IGRT) is part of a series of consensus-based white papers previously published by the American Society for Radiation Oncology addressing patient safety. Since the first white papers were published, IGRT technology and procedures have progressed significantly such that these procedures are now more commonly used. The use of IGRT has now extended beyond high-precision treatments, such as stereotactic radiosurgery and stereotactic body radiation therapy, and into routine clinical practice for many treatment techniques and anatomic sites. Therefore, quality and patient safety considerations for these techniques remain an important area of focus. METHODS AND MATERIALS The American Society for Radiation Oncology convened an interdisciplinary task force to assess the original IGRT white paper and update content where appropriate. Recommendations were created using a consensus-building methodology, and task force members indicated their level of agreement based on a 5-point Likert scale from "strongly agree" to "strongly disagree." A prespecified threshold of ≥75% of raters who selected "strongly agree" or "agree" indicated consensus. SUMMARY This IGRT white paper builds on the previous version and uses other guidance documents to primarily focus on processes related to quality and safety. IGRT requires an interdisciplinary team-based approach, staffed by appropriately trained specialists, as well as significant personnel resources, specialized technology, and implementation time. A thorough feasibility analysis of resources is required to achieve the clinical and technical goals and should be discussed with all personnel before undertaking new imaging techniques. A comprehensive quality-assurance program must be developed, using established guidance, to ensure IGRT is performed in a safe and effective manner. As IGRT technologies continue to improve or emerge, existing practice guidelines should be reviewed or updated regularly according to the latest American Association of Physicists in Medicine Task Group reports or guidelines. Patient safety in the application of IGRT is everyone's responsibility, and professional organizations, regulators, vendors, and end-users must demonstrate a clear commitment to working together to ensure the highest levels of safety.
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Srivastava SP, Sorensen SP, Jani SS, Yan X, Pinnaduwage DS. Machine performance and stability of the first clinical self-shielded stereotactic radiosurgery system: Initial 2-year experience. J Appl Clin Med Phys 2023; 24:e13857. [PMID: 36519493 PMCID: PMC10018673 DOI: 10.1002/acm2.13857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 11/04/2022] [Accepted: 11/08/2022] [Indexed: 12/23/2022] Open
Abstract
This study provides insight into the overall system performance, stability, and delivery accuracy of the first clinical self-shielded stereotactic radiosurgery (SRS) system. Quality assurance procedures specifically developed for this unit are discussed, and trends and variations over the course of 2-years for beam constancy, targeting and dose delivery are presented. Absolute dose calibration for this 2.7 MV unit is performed to deliver 1 cGy/MU at dmax = 7 mm at a source-to-axis-distance (SAD) of 450 mm for a 25 mm collimator. Output measurements were made with 2-setups: a device that attaches to a fixed position on the couch (daily) and a spherical phantom that attaches to the collimating wheel (monthly). Beam energy was measured using a cylindrical acrylic phantom at depths of 100 (D10 ) and 200 (D20 ) mm. Beam profiles were evaluated using Gafchromic film and compared with TPS beam data. Accuracy in beam targeting was quantified with the Winston-Lutz (WL) and end-to-end (E2E) tests. Delivery quality assurance (DQA) was performed prior to clinical treatments using Gafchromic EBT3/XD film. Net cumulative output adjustments of 15% (pre-clinical), 9% (1st year) and 3% (2nd year) were made. The mean output was 0.997 ± 0.010 cGy/MU (range: 0.960-1.046 cGy/MU) and 0.993 ± 0.029 cGy/MU (range: 0.884-1.065 cGy/MU) for measurements with the daily and monthly setups, respectively. The mean relative beam energy (D10 /D20 ) was 0.998 ± 0.004 (range: 0.991-1.006). The mean total targeting error was 0.46 ± 0.17 mm (range: 0.06-0.98 mm) for the WL and 0.52 ± 0.28 mm (range: 0.11-1.27 mm) for the E2E tests. The average gamma pass rates for DQA measurements were 99.0% and 90.5% for 2%/2 mm and 2%/1 mm gamma criteria, respectively. This SRS unit meets tolerance limits recommended by TG-135, MPPG 9a., and TG-142 with a treatment delivery accuracy similar to what is achieved by other SRS systems.
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Affiliation(s)
- Shiv P Srivastava
- Department of Radiation Oncology, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA
| | - Stephen P Sorensen
- Department of Radiation Oncology, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA
| | - Shyam S Jani
- Department of Radiation Oncology, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA
| | - Xiangsheng Yan
- Department of Radiation Oncology, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA
| | - Dilini S Pinnaduwage
- Department of Radiation Oncology, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA
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Comparison between the HyperArc™ technique and the CyberKnife® technique for stereotactic treatment of brain metastases. Cancer Radiother 2023; 27:136-144. [PMID: 36797159 DOI: 10.1016/j.canrad.2022.08.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 08/09/2022] [Accepted: 08/24/2022] [Indexed: 02/16/2023]
Abstract
PURPOSE The purpose of this study was to compare the planimetric capacities between HyperArc™-based stereotactic radiosurgery and robotic radiosurgery system-based planning using CyberKnife® M6 for single and multiple cranial metastases. MATERIALS AND METHODS We evaluated 51 treatment plans for cranial metastases, including 30 patients with a single lesion and 21 patients with multiple lesions, treated with the CyberKnife® M6. These treatment plans were optimized using the HyperArc™ (HA) system with the TrueBeam. The comparison of the quality of the treatment plans between the two treatment techniques (CyberKnife and HyperArc) was performed using the Eclipse treatment planning system. Dosimetric parameters were compared for target volumes and organs at risk. RESULTS Coverage of the target volumes was equivalent between the two techniques, whereas median Paddick conformity index and median gradient index for all target volumes were 0.9 and 3.4, respectively for HyperArc plans, and 0.8 and 4.5 for CyberKnife plans (P<0.001). The median dose of gross tumor volume (GTV) for HyperArc and CyberKnife plans were 28.4 and 28.8, respectively. Total brain V18Gy and V12Gy-GTVs were 11cm3 and 20.2cm3 for HyperArc plans versus 18cm3 and 34.1cm3 for CyberKnife plans (P<0.001). CONCLUSION The HyperArc provided better brain sparing, with a significant reduction in V12Gy and V18Gy, associated with a lower gradient index, whereas the CyberKnife gave a higher median GTV dose. The HyperArc technique seems to be more appropriate for multiple cranial metastases and for large single metastatic lesions.
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Rong Y, Ding X, Daly ME. Hypofractionation and SABR: 25 years of evolution in medical physics and a glimpse of the future. Med Phys 2023. [PMID: 36756953 DOI: 10.1002/mp.16270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 12/13/2022] [Accepted: 01/30/2023] [Indexed: 02/10/2023] Open
Abstract
As we were invited to write an article for celebrating the 50th Anniversary of Medical Physics journal, on something historically significant, commemorative, and exciting happening in the past decades, the first idea came to our mind is the fascinating radiotherapy paradigm shift from conventional fractionation to hypofractionation and stereotactic ablative radiotherapy (SABR). It is historically and clinically significant since as we all know this RT treatment revolution not only reduces treatment duration for patients, but also improves tumor control and cancer treatment outcomes. It is also commemorative and exciting for us medical physicists since the technology development in medical physics has been the main driver for the success of this treatment regimen which requires high precision and accuracy throughout the entire treatment planning and delivery. This article provides an overview of the technological development and clinical trials evolvement in the past 25 years for hypofractionation and SABR, with an outlook to the future improvement.
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Affiliation(s)
- Yi Rong
- Department of Radiation Oncology, Mayo Clinic, Phoenix, Arizona, USA
| | - Xuanfeng Ding
- Department of Radiation Oncology, Corewell Health, William Beaumont University Hospital, Royal Oak, Michigan, USA
| | - Megan E Daly
- Department of Radiation Oncology, University of California Davis Comprehensive Cancer Center, Sacramento, California, USA
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Mizonobe K, Akasaka H, Uehara K, Oki Y, Nakayama M, Tamura S, Munetomo Y, Kubo K, Kawaguchi H, Harada A, Mayahara H. Respiratory motion tracking of spine stereotactic radiotherapy in prone position. J Appl Clin Med Phys 2023; 24:e13910. [PMID: 36650923 PMCID: PMC10161010 DOI: 10.1002/acm2.13910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 10/18/2022] [Accepted: 01/04/2023] [Indexed: 01/19/2023] Open
Abstract
PURPOSE The CyberKnife system is a specialized device for non-coplanar irradiation; however, it possesses the geometric restriction that the beam cannot be irradiated from under the treatment couch. Prone positioning is expected to reduce the dose to normal lung tissue in spinal stereotactic body radiotherapy (SBRT) owing to the efficiency of beam arrangement; however, respiratory motion occurs. Therefore, the Xsight spine prone tracking (XSPT) system is used to reduce the effects of respiratory motion. The purpose of this study was to evaluate the motion-tracking error of the spine in the prone position. MATERIALS AND METHODS Data from all 25 patients who underwent spinal SBRT at our institution between April 2020 and February 2022 using CyberKnife (VSI, version 11.1.0) with the XSPT tracking system were retrospectively analyzed using log files. The tumor motion, correlation, and prediction errors for each patient were examined. Furthermore, to assess the potential relationships between the parameters, the relationships between the tumor-motion amplitudes and correlation or prediction errors were investigated using linear regression. RESULTS The tumor-motion amplitudes in each direction were as follows: superior-inferior (SI), 0.51 ± 0.39 mm; left-right (LR), 0.37 ± 0.29 mm; and anterior-posterior (AP), 3.43 ± 1.63 mm. The overall mean correlation and prediction errors were 0.66 ± 0.48 mm and 0.06 ± 0.07 mm, respectively. The prediction errors were strongly correlated with the tumor-motion amplitudes, whereas the correlation errors were not. CONCLUSIONS This study demonstrated that the correlation error of spinal SBRT in the prone position is sufficiently small to be independent of the tumor-motion amplitude. Furthermore, the prediction error is small, contributing only slightly to the tracking error. These findings will improve the understanding of how to compensate for respiratory-motion uncertainty in the prone position.
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Affiliation(s)
- Kazufusa Mizonobe
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku, Kobe, Hyogo, Japan
| | - Hiroaki Akasaka
- Department of Chemical Engineering, The University of Melbourne, The University of Melbourne Grattan Street, Parkville, Victoria, Australia.,Division of Radiation Oncology, Kobe University Graduate School of Medicine, Chuou-ku, Kobe, Hyogo, Japan
| | - Kazuyuki Uehara
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku, Kobe, Hyogo, Japan
| | - Yuya Oki
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku, Kobe, Hyogo, Japan
| | - Masao Nakayama
- Division of Radiation Oncology, Kobe University Graduate School of Medicine, Chuou-ku, Kobe, Hyogo, Japan.,Division of Radiation Therapy, Kita-Harima Medical Center, Ono, Hyogo, Japan
| | - Shuhei Tamura
- Division of Radiological Technology, Kobe Minimally Invasive Cancer Center, Chuo-ku, Kobe, Hyogo, Japan
| | - Yoshiki Munetomo
- Division of Radiological Technology, Kobe Minimally Invasive Cancer Center, Chuo-ku, Kobe, Hyogo, Japan
| | - Katsumaro Kubo
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku, Kobe, Hyogo, Japan
| | - Hiroki Kawaguchi
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku, Kobe, Hyogo, Japan
| | - Aya Harada
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku, Kobe, Hyogo, Japan
| | - Hiroshi Mayahara
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku, Kobe, Hyogo, Japan
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Liu M, Cygler JE, Dennis K, Vandervoort E. A dose perturbation tool for robotic radiosurgery: Experimental validation and application to liver lesions. J Appl Clin Med Phys 2022; 23:e13766. [PMID: 36094024 PMCID: PMC9680574 DOI: 10.1002/acm2.13766] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 07/09/2022] [Accepted: 08/04/2022] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND An analytical tool is empirically validated and used to assess the delivered dose to liver lesions accounting for different types of errors in robotic radiosurgery treatment. MATERIAL AND METHODS A tool is proposed to estimate the target doses taking into account the translation, rotation, and deformation of a target. Translational errors are modeled as a spatial convolution of the planned dose with a probability distribution function derived from treatment data. Rotations are modeled by rotating the target volume about the imaging isocenter. Target deformation is simulated as an isotropic target expansion or contraction based on changes in inter-fiducial spacing. The estimated dose is validated using radiochromic film measurements in nine experimental conditions, including in-phase and out-of-phase internal-and-external breathing motion patterns, with and without uncorrectable rotations, and for homogenous and heterogeneous phantoms. The measured dose is compared to the perturbed and planned doses using gamma analyses. This proposed tool is applied to assess the dose coverage for liver treatments using D99/Rx where D99 and Rx are the minimum target and prescription doses, respectively. These metrics are used to evaluate plan robustness to different magnitudes of rotational errors. Case studies are presented to illustrate how to improve plan robustness against delivery errors. RESULTS In the experimental validations, measured dose agrees with the estimated dose at the 2%/2 mm level. When accounting for translational and rotational tracking residual errors using this tool, approximately one-fifth of targets are considered underdosed (D99/Rx < 1.0). If target expansion or contraction is modeled, approximately one-third of targets are underdosed. The dose coverage can be improved if treatments are planned following proposed guidelines. CONCLUSION The dose perturbation model can be used to assess dose delivery accuracy and investigate plan robustness to different types of errors.
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Affiliation(s)
- Ming Liu
- Department of Medical PhysicsThe Ottawa Hospital Cancer CenterOttawaCanada
- Department of PhysicsCarleton UniversityOttawaCanada
| | - Joanna E. Cygler
- Department of Medical PhysicsThe Ottawa Hospital Cancer CenterOttawaCanada
- Department of PhysicsCarleton UniversityOttawaCanada
- Division of Medical Physics, Department of RadiologyThe University of OttawaOttawaCanada
| | - Kristopher Dennis
- Division of Radiation OncologyThe Ottawa Hospital and the University of OttawaOttawaCanada
| | - Eric Vandervoort
- Department of Medical PhysicsThe Ottawa Hospital Cancer CenterOttawaCanada
- Department of PhysicsCarleton UniversityOttawaCanada
- Division of Medical Physics, Department of RadiologyThe University of OttawaOttawaCanada
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Calvo-Ortega JF, Moragues-Femenía S, Laosa-Bello C, Hermida-López M, Pozo-Massó M, Zamora-Pérez A. Monte Carlo-based independent dose verification of radiosurgery HyperArc plans. Phys Med 2022; 102:19-26. [PMID: 36037748 DOI: 10.1016/j.ejmp.2022.08.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 08/07/2022] [Accepted: 08/17/2022] [Indexed: 11/25/2022] Open
Abstract
PURPOSE To investigate the feasibility of using the free PRIMO Monte Carlo software for independent dose check of cranial SRS plans designed with the Varian HyperArc (HA) technique. MATERIALS AND METHODS In this study, the PRIMO Monte Carlo software v. 0.3.64.1800 was used with the phase-space files (v. 2, Feb. 27, 2013) provided by Varian for 6 MV flattening-filter-free (FFF) photon beams from a Varian TrueBeam linear accelerator (linac), equipped with a Millennium 120 multileaf collimator (MLC). This configuration was validated by comparing the percentage depth doses (PDDs), lateral profiles and relative output factors (OFs) simulated in a water phantom against measurements for field sizes from 1 × 1 to 40 × 40 cm2. The agreement between simulated and experimental relative dose curves was evaluated using a global (G) gamma index analysis. In addition, the accuracy of PRIMO to model the MLC was investigated (dosimetric leaf gap, tongue and groove, leaf transmission and interleaf leakage). Thirty-five HA SRS plans computed in the Eclipse treatment planning system (TPS) were simulated in PRIMO. The Acuros XB algorithm v. 16.10 (dose to medium) was used in Eclipse. Sixty targets with diameters ranging from 6 to 33 mm were included. Agreement between the dose distributions given by Eclipse and PRIMO was evaluated in terms of 3D global gamma passing rates (GPRs) for the 2 %/2 mm criteria. RESULTS Average GPR greater than 95 % with the 2 %(G)/1 mm criteria were obtained over the PDD and profiles of each field size. Differences between PRIMO calculated and measured OFs were within 0.5 % in all fields, except for the 1 × 1 cm2 with a discrepancy of 1.5 %. Regarding the MLC modeling in PRIMO, an agreement within 3 % was achieved between calculated and experimental doses. Excellent agreement between PRIMO and Eclipse was found for the 35 HA plans. The 3D global GPRs (2 %/2 mm) for the targets and external patient contour were 99.6 % ± 1.1 % and 99.8 % ± 0.5 %, respectively. CONCLUSIONS According to the results described in this study, the PRIMO Monte Carlo software, in conjunction with the 6X FFF Varian phase-space files, can be used as secondary dose calculation software to check stereotactic radiosurgery plans from Eclipse using the HyperArc technique.
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Affiliation(s)
- Juan-Francisco Calvo-Ortega
- Servicio de Oncología Radioterápica, Hospital Quirónsalud, Barcelona, Spain; Servicio de Oncología Radioterápica, Hospital Quirónsalud, Málaga, Spain.
| | | | - Coral Laosa-Bello
- Servicio de Oncología Radioterápica, Hospital Quirónsalud, Barcelona, Spain
| | - Marcelino Hermida-López
- Marcelino Hermida-López. Servei de Física i Protecció Radiològica, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Miguel Pozo-Massó
- Servicio de Oncología Radioterápica, Hospital Quirónsalud, Barcelona, Spain
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Li G, Wu X, Ma X. Artificial intelligence in radiotherapy. Semin Cancer Biol 2022; 86:160-171. [PMID: 35998809 DOI: 10.1016/j.semcancer.2022.08.005] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 08/18/2022] [Indexed: 11/19/2022]
Abstract
Radiotherapy is a discipline closely integrated with computer science. Artificial intelligence (AI) has developed rapidly over the past few years. With the explosive growth of medical big data, AI promises to revolutionize the field of radiotherapy through highly automated workflow, enhanced quality assurance, improved regional balances of expert experiences, and individualized treatment guided by multi-omics. In addition to independent researchers, the increasing number of large databases, biobanks, and open challenges significantly facilitated AI studies on radiation oncology. This article reviews the latest research, clinical applications, and challenges of AI in each part of radiotherapy including image processing, contouring, planning, quality assurance, motion management, and outcome prediction. By summarizing cutting-edge findings and challenges, we aim to inspire researchers to explore more future possibilities and accelerate the arrival of AI radiotherapy.
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Affiliation(s)
- Guangqi Li
- Division of Biotherapy, Cancer Center, West China Hospital and State Key Laboratory of Biotherapy, Sichuan University, No. 37 GuoXue Alley, Chengdu 610041, China
| | - Xin Wu
- Head & Neck Oncology ward, Division of Radiotherapy Oncology, Cancer Center, West China Hospital, Sichuan University, No. 37 GuoXue Alley, Chengdu 610041, China
| | - Xuelei Ma
- Division of Biotherapy, Cancer Center, West China Hospital and State Key Laboratory of Biotherapy, Sichuan University, No. 37 GuoXue Alley, Chengdu 610041, China.
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IBA myQA SRS Detector for CyberKnife Robotic Radiosurgery Quality Assurance. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12157791] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
The IBA myQA® SRS high-resolution solid-state detector was evaluated in the context of robotic radiosurgery delivered using CyberKnife®. The performance was investigated for periodic machine delivery quality assurance (DQA) and patient-specific treatment verification. myQA® SRS is a 140 × 120 mm CMOS matrix with 400 µm resolution, allocated in a cylindrical ABS phantom topped by a hemispheric cap. Evaluations included: periodic DQA tests, angular response, dose-rate dependence and Iris variable aperture collimator field size measurements. For patient-specific QA various intracranial targets were studied (Gamma Index, 3%/1 mm agreement criteria), taking into account also the detector’s angular response. Results for periodic DQA were in accordance with the machine commissioning data. Dose-rate dependence was confirmed, and angular response tests resulted in a signal decay >5% when beams were delivered outside a ±50° amplitude cone with respect to the vertical direction. Concerning patient-specific QA, >50° angled beams elimination led to a Gamma Index passing rates improvement ranging between +3% and +115%. IBA myQA® SRS proved to be a suitable device for many CyberKnife® constancy DQA checks, providing high-resolution real-time results. Patient-specific Gamma tests showed high passing rates once angular dependence corrections were performed, even in high complexity treatments such as those for trigeminal neuralgia targets.
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Simiele E, Capaldi D, Breitkreutz D, Han B, Yeung T, White J, Zaks D, Owens M, Maganti S, Xing L, Surucu M, Kovalchuk N. Treatment planning system commissioning of the first clinical biology-guided radiotherapy machine. J Appl Clin Med Phys 2022; 23:e13638. [PMID: 35644039 PMCID: PMC9359035 DOI: 10.1002/acm2.13638] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 02/18/2022] [Accepted: 04/22/2022] [Indexed: 11/09/2022] Open
Abstract
PURPOSE The RefleXion X1 is a novel radiotherapy machine designed for image-guided radiotherapy (IGRT) and biology-guided radiotherapy (BgRT). Its treatment planning system (TPS) generates IMRT and SBRT plans for a 6MV-FFF beam delivered axially via 50 firing positions with the couch advancing every 2.1 mm. The purpose of this work is to report the TPS commissioning results for the first clinical installation of RefleXion™ X1. METHODS CT images of multiple phantoms were imported into the RefleXion TPS to evaluate the accuracy of data transfer, anatomical modeling, plan evaluation, and dose calculation. Comparisons were made between the X1, Eclipse™, and MIM™. Dosimetric parameters for open static fields were evaluated in water and heterogeneous slab phantoms. Representative clinical IMRT and SBRT cases were planned and verified with ion chamber, film, and ArcCHECK@ measurements. The agreement between TPS and measurements for various clinical plans was evaluated using Gamma analysis with a criterion of 3%/2 mm for ArcCHECK@ and film. End-to-end (E2E) testing was performed using anthropomorphic head and lung phantoms. RESULTS The average difference between the TPS-reported and known HU values was -1.4 ± 6.0 HU. For static fields, the agreements between the TPS-calculated and measured PDD10 , crossline profiles, and inline profiles (FWHM) were within 1.5%, 1.3%, and 0.5 mm, respectively. Measured output factors agreed with the TPS within 1.3%. Measured and calculated dose for static fields in heterogeneous phantoms agreed within 2.5%. The ArcCHECK@ mean absolute Gamma passing rate was 96.4% ± 3.4% for TG 119 and TG 244 plans and 97.8% ± 3.6% for the 21 clinical plans. E2E film analysis showed 0.8 mm total targeting error for isocentric and 1.1 mm for off-axis treatments. CONCLUSIONS The TPS commissioning results of the RefleXion X1 TPS were within the tolerances specified by AAPM TG 53, MPPG 5.a, TG 119, and TG 148. A subset of the commissioning tests has been identified as baseline data for an ongoing QA program.
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Affiliation(s)
- Eric Simiele
- Department of Radiation OncologyStanford UniversityStanfordCaliforniaUSA
| | - Dante Capaldi
- Department of Radiation OncologyStanford UniversityStanfordCaliforniaUSA
| | - Dylan Breitkreutz
- Department of Radiation OncologyStanford UniversityStanfordCaliforniaUSA
| | - Bin Han
- Department of Radiation OncologyStanford UniversityStanfordCaliforniaUSA
| | | | - John White
- RefleXion Medical, Inc.HaywardCaliforniaUSA
| | | | | | | | - Lei Xing
- Department of Radiation OncologyStanford UniversityStanfordCaliforniaUSA
| | - Murat Surucu
- Department of Radiation OncologyStanford UniversityStanfordCaliforniaUSA
| | - Nataliya Kovalchuk
- Department of Radiation OncologyStanford UniversityStanfordCaliforniaUSA
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Kawabata F, Kamomae T, Okudaira K, Komori M, Oguchi H, Sasaki M, Mori M, Kawamura M, Abe S, Ishihara S, Naganawa S. Development of a high-resolution two-dimensional detector-based dose verification system for tumor-tracking irradiation in the CyberKnife system. J Appl Clin Med Phys 2022; 23:e13645. [PMID: 35789532 PMCID: PMC9359009 DOI: 10.1002/acm2.13645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 03/16/2022] [Accepted: 04/28/2022] [Indexed: 11/10/2022] Open
Abstract
We aim to evaluate the basic characteristics of SRS MapCHECK (SRSMC) for CyberKnife (CK) and establish a dose verification system using SRSMC for the tumor‐tracking irradiation for CK. The field size and angular dependence of SRSMC were evaluated for basic characterization. The output factors (OPFs) and absolute doses measured by SRSMC were compared with those measured using microDiamond and microchamber detectors and those calculated by the treatment planning system (TPS). The angular dependence was evaluated by comparing the SRSMC with a microchamber. The tumor‐tracking dose verification system consists of SRSMC and a moving platform. The doses measured using SRSMC were compared with the doses measured using a microchamber and radiochromic film. The OPFs and absolute doses of SRSMC were within ±3.0% error for almost all field sizes, and the angular dependence was within ±2.0% for all incidence angles. The absolute dose errors between SRSMC and TPS tended to increase when the field size was smaller than 10 mm. The absolute doses of the tumor‐tracking irradiation measured using SRSMC and those measured using a microchamber agreed within 1.0%, and the gamma pass rates of SRSMC in comparison with those of the radiochromic film were greater than 95%. The basic characteristics of SRSMC for CK presented acceptable results for clinical use. The results of the tumor‐tracking dose verification system realized using SRSMC were equivalent to those of conventional methods, and this system is expected to contribute toward improving the efficiency of quality control in many facilities.
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Affiliation(s)
- Fumitaka Kawabata
- Department of Radiological Technology, Nagoya University Hospital, Nagoya, Aichi, Japan
| | - Takeshi Kamomae
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Kuniyasu Okudaira
- Department of Radiological Technology, Nagoya University Hospital, Nagoya, Aichi, Japan
| | - Masataka Komori
- Department of Integrated Health Sciences, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Hiroshi Oguchi
- Department of Integrated Health Sciences, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Motoharu Sasaki
- Department of Therapeutic Radiology, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Masaki Mori
- Department of Radiological Technology, Nagoya University Hospital, Nagoya, Aichi, Japan
| | - Mariko Kawamura
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Shinji Abe
- Department of Radiological Technology, Nagoya University Hospital, Nagoya, Aichi, Japan
| | - Shunichi Ishihara
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Shinji Naganawa
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
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Tanaka K, Suzuki J. The effect of vibration generated by demolition work on irradiation position accuracy of stereotactic radiotherapy system. J Appl Clin Med Phys 2022; 23:e13659. [PMID: 35643924 PMCID: PMC9512358 DOI: 10.1002/acm2.13659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 04/08/2022] [Accepted: 05/08/2022] [Indexed: 11/20/2022] Open
Abstract
Purpose One existing building, adjacent to the radiotherapy building, where stereotactic radiation was done, was to be demolished to give space for the construction of a new building. However, we were concerned that the vibrations generated by this demolition work, which occurred within 2 m from the radiotherapy building, would affect the radiation position accuracy of the radiotherapy machine. Methods To determine whether radiotherapy could be performed safely during the demolition period, we performed simulation tests involving the vibrations generated during demolition, measured these vibrations, and verified their effect on the irradiation position accuracy of the stereotactic radiotherapy system. For effective evaluations, tests were conducted assuming the maximum vibrations that could occur during actual demolition work. Results The maximum displacement of the vibrations generated by the simulated demolition work was 3.30 µm on the floor of the treatment room and 4.68 µm at the ceiling. Conclusions The results of the vibration measurements exceeded the limits of the criteria applicable to the electron beam system. However, the accuracy of the irradiation position of the stereotactic radiotherapy system remained unchanged during these vibrations. Therefore, the vibrations had no impact on radiotherapy safety, and radiotherapy was continued during the demolition work while coordinating with the demolition workers as necessary.
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Affiliation(s)
- Kaname Tanaka
- Department of Radiation Therapy Toyota Memorial Hospital Toyota Japan
| | - Junji Suzuki
- Department of Radiation Therapy Toyota Memorial Hospital Toyota Japan
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Henzen D, Schmidhalter D, Guyer G, Stenger-Weisser A, Ermiş E, Poel R, Deml MC, Fix MK, Manser P, Aebersold DM, Hemmatazad H. Feasibility of postoperative spine stereotactic body radiation therapy in proximity of carbon and titanium hybrid implants using a robotic radiotherapy device. Radiat Oncol 2022; 17:94. [PMID: 35549961 PMCID: PMC9097088 DOI: 10.1186/s13014-022-02058-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 04/22/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND AND PURPOSE To assess the feasibility of postoperative stereotactic body radiation therapy (SBRT) for patients with hybrid implants consisting of carbon fiber reinforced polyetheretherketone and titanium (CFP-T) using CyberKnife. MATERIALS AND METHODS All essential steps within a radiation therapy (RT) workflow were evaluated. First, the contouring process of target volumes and organs at risk (OAR) was done for patients with CFP-T implants. Second, after RT-planning, the accuracy of the calculated dose distributions was tested in a slab phantom and an anthropomorphic phantom using film dosimetry. As a third step, the accuracy of the mandatory image guided radiation therapy (IGRT) including automatic matching was assessed using the anthropomorphic phantom. For this goal, a standard quality assurance (QA) test was modified to carry out its IGRT part in presence of CFP-T implants. RESULTS Using CFP-T implants, target volumes could precisely delineated. There was no need for compromising the contours to overcome artifact obstacles. Differences between measured and calculated dose values were below 11% for the slab phantom, and at least 95% of the voxels were within 5% dose difference. The comparisons for the anthropomorphic phantom showed a gamma-passing rate (5%, 1 mm) of at least 97%. Additionally the test results with and without CFP-T implants were comparable. No issues concerning the IGRT were detected. The modified machine QA test resulted in a targeting error of 0.71 mm, which corresponds to the results of the unmodified standard tests. CONCLUSION Dose calculation and delivery of postoperative spine SBRT is feasible in proximity of CFP-T implants using a CyberKnife system.
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Affiliation(s)
- Dominik Henzen
- Division of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Daniel Schmidhalter
- Division of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Gian Guyer
- Division of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Anna Stenger-Weisser
- Division of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Ekin Ermiş
- Division of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Robert Poel
- Division of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Moritz Caspar Deml
- Department of Orthopedic Surgery and Traumatology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Michael Karl Fix
- Division of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Peter Manser
- Division of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Daniel Matthias Aebersold
- Division of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Hossein Hemmatazad
- Division of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.
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Tse MY, Chan WKC, Fok TC, Chiu TL, Yu SK. Dosimetric impact of phase shifts on Radixact Synchrony tracking system with patient-specific breathing patterns. J Appl Clin Med Phys 2022; 23:e13600. [PMID: 35446474 PMCID: PMC9195033 DOI: 10.1002/acm2.13600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 12/01/2021] [Accepted: 03/14/2022] [Indexed: 11/24/2022] Open
Abstract
Purpose The Synchrony tracking system of Radixact is capable of real‐time tumor tracking by building a correlation model between external light‐emitting diodes on the patient's chest and an internal marker. A phase shift between the chest wall and a lung tumor has been reported. Hence, this study focused on evaluating the accuracy of the tracking system, especially under a patient‐specific breathing pattern with respiratory phase shifts. Methods A phantom containing fiducial markers was placed on a moving platform. The intrinsic delivery accuracy was verified with a patient‐specific breathing pattern. Three patient‐specific breathing patterns were then implemented, for which phase shifts, φ, were introduced. Phase shifts with +0.3 s and +1 s were tested for dosimetric aspects, whereas ±0.3, ±0.6, and ±0.8 s shifts were used for tracking accuracy. The resultant dose distributions were analyzed by γ comparison. Dose profiles in the superior‐inferior and lateral directions were compared. Logfiles of the tracking information were extracted from the system and compared with the input breathing pattern. The root mean square (RMS) difference was used to quantify the consistency. Results When the φ value was as large as 1 s, a severe inconsistency was observed. The target was significantly underdosed, down to 89% of the originally planned dose. γ analysis revealed that the failed portion was concentrated in the target region. The RMS of the tracking difference was close to 1 mm when φ was ±0.3 s and approximately 4 mm when φ was ±0.8 s. Tracking errors increased with an increase in the degree of phase shifts. Conclusion Phase shifts between the patient chest wall and the internal target may hamper treatment delivery and jeopardize treatment using Synchrony Tracking. Hence, a larger planning target volume (PTV) may be necessary if a large phase shift is observed in a patient, especially when an external surrogate shows a lag in motion when compared with the tumor.
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Affiliation(s)
- Mei Yan Tse
- Medical Physics Department, Hong Kong Sanatorium and Hospital, Hong Kong SAR, China
| | - Wing Ki Claudia Chan
- Medical Physics Department, Hong Kong Sanatorium and Hospital, Hong Kong SAR, China
| | - Tsz Ching Fok
- Medical Physics Department, Hong Kong Sanatorium and Hospital, Hong Kong SAR, China
| | - Tin Lok Chiu
- Medical Physics Department, Hong Kong Sanatorium and Hospital, Hong Kong SAR, China
| | - Siu Ki Yu
- Medical Physics Department, Hong Kong Sanatorium and Hospital, Hong Kong SAR, China
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Paoletti L, Ceccarelli C, Menichelli C, Aristei C, Borghesi S, Tucci E, Bastiani P, Cozzi S. Special stereotactic radiotherapy techniques: procedures and equipment for treatment simulation and dose delivery. Rep Pract Oncol Radiother 2022; 27:1-9. [PMID: 35402024 PMCID: PMC8989452 DOI: 10.5603/rpor.a2021.0129] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 11/14/2021] [Indexed: 12/25/2022] Open
Abstract
Stereotactic radiotherapy (SRT ) is a multi-step procedure with each step requiring extreme accuracy. Physician-dependent accuracy includes appropriate disease staging, multi-disciplinary discussion with shared decision-making, choice of morphological and functional imaging methods to identify and delineate the tumor target and organs at risk, an image-guided patient set-up, active or passive management of intra-fraction movement, clinical and instrumental follow-up. Medical physicist-dependent accuracy includes use of advanced software for treatment planning and more advanced Quality Assurance procedures than required for conventional radiotherapy. Consequently, all the professionals require appropriate training in skills for high-quality SRT. Thanks to the technological advances, SRT has moved from a “frame-based” technique, i.e. the use of stereotactic coordinates which are identified by means of rigid localization frames, to the modern “frame-less” SRT which localizes the target volume directly, or by means of anatomical surrogates or fiducial markers that have previously been placed within or near the target. This review describes all the SRT steps in depth, from target simulation and delineation procedures to treatment delivery and image-guided radiation therapy. Target movement assessment and management are also described.
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Affiliation(s)
- Lisa Paoletti
- Radiotherapy Unit, AUSL Toscana Centro, Florence, Italy
| | | | | | - Cynthia Aristei
- Radiation Oncology Section, University of Perugia and Perugia General Hospital, Italy
| | - Simona Borghesi
- Radiation Oncology Unit of Arezzo-Valdarno, Azienda USL Toscana Sud Est, Italy
| | - Enrico Tucci
- Radiation Oncology Unit of Arezzo-Valdarno, Azienda USL Toscana Sud Est, Italy
| | | | - Salvatore Cozzi
- Radiation Oncology Unit, Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia, Italy
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Takizawa T, Tanabe S, Nakano H, Utsunomiya S, Sakai M, Maruyama K, Takeuchi S, Nakano T, Ohta A, Kaidu M, Ishikawa H, Onda K. The impact of target positioning error and tumor size on radiobiological parameters in robotic stereotactic radiosurgery for metastatic brain tumors. Radiol Phys Technol 2022; 15:135-146. [DOI: 10.1007/s12194-022-00655-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 02/25/2022] [Accepted: 02/26/2022] [Indexed: 12/01/2022]
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Kron T, Fox C, Ebert MA, Thwaites D. Quality management in radiotherapy treatment delivery. J Med Imaging Radiat Oncol 2022; 66:279-290. [PMID: 35243785 DOI: 10.1111/1754-9485.13348] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 10/29/2021] [Indexed: 12/17/2022]
Abstract
Radiation Oncology continues to rely on accurate delivery of radiation, in particular where patients can benefit from more modulated and hypofractioned treatments that can deliver higher dose to the target while optimising dose to normal structures. These deliveries are more complex, and the treatment units are more computerised, leading to a re-evaluation of quality assurance (QA) to test a larger range of options with more stringent criteria without becoming too time and resource consuming. This review explores how modern approaches of risk management and automation can be used to develop and maintain an effective and efficient QA programme. It considers various tools to control and guide radiation delivery including image guidance and motion management. Links with typical maintenance and repair activities are discussed, as well as patient-specific quality control activities. It is demonstrated that a quality management programme applied to treatment delivery can have an impact on individual patients but also on the quality of treatment techniques and future planning. Developing and customising a QA programme for treatment delivery is an important part of radiotherapy. Using modern multidisciplinary approaches can make this also a useful tool for department management.
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Affiliation(s)
- Tomas Kron
- Department of Physical Sciences, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Sir Peter MacCallum Institute of Oncology, Melbourne University, Melbourne, Victoria, Australia.,Centre for Medical Radiation Physics, University of Wollongong, Wollongong, New South Wales, Australia
| | - Chris Fox
- Department of Physical Sciences, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Martin A Ebert
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, New South Wales, Australia.,Department of Radiation Oncology, Sir Charles Gairdner Hospital, Perth, Western Australia, Australia.,School of Physics, Mathematics and Computing, University of Western Australia, Perth, Western Australia, Australia.,5D Clinics, Perth, Western Australia, Australia
| | - David Thwaites
- Institute of Medical Physics, School of Physics, University of Sydney, Sydney, New South Wales, Australia.,Medical Physics Group, Leeds Institute of Cardiovascular and Metabolic Medicine and Leeds Institute of Medical Research, University of Leeds, Leeds, UK
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Das IJ, Dawes SL, Dominello MM, Kavanagh B, Miyamoto CT, Pawlicki T, Santanam L, Vinogradskiy Y, Yeung AR. Quality and Safety Considerations in Stereotactic Radiosurgery and Stereotactic Body Radiation Therapy: An ASTRO Safety White Paper Update. Pract Radiat Oncol 2022; 12:e253-e268. [DOI: 10.1016/j.prro.2022.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 03/01/2022] [Indexed: 11/17/2022]
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Samadi Miandoab P, Saramad S, Setayeshi S. Target margin design through analyzing a large cohort of clinical log data in the cyberknife system. J Appl Clin Med Phys 2022; 23:e13476. [PMID: 35044071 PMCID: PMC8906228 DOI: 10.1002/acm2.13476] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 10/27/2021] [Accepted: 10/30/2021] [Indexed: 12/04/2022] Open
Abstract
Purpose Calculating the adequate target margin for real‐time tumor tracking using the Cyberknife system is a challenging issue since different sources of error exist. In this study, the clinical log data of the Cyberknife system were analyzed to adequately quantify the planned target volume (PTV) margins of tumors located in the lung and abdomen regions. Methods In this study, 45 patients treated with the Cyberknife module were examined. In this context, adequate PTV margins were estimated based on the Van Herk formulation and the uncertainty estimation method by considering the impact of errors and uncertainties. To investigate the impact of errors and uncertainties on the estimated PTV margins, a statistical analysis was also performed. Results Our study demonstrates five different sources of errors, including segmentation, deformation, correlation, prediction, and targeting errors, which were identified as the main sources of error in the Cyberknife system. Furthermore, the clinical evaluation of the current study reveals that the two different formalisms provided almost identical PTV margin estimates. Additionally, 4–5 mm and 5 mm margins on average could provide adequate PTV margins at lung and abdomen tumors in all three directions, respectively. Overall, it was found that concerning the PTV margins, the impact of correlation and prediction errors is very high, while the impact of robotics error is low. Conclusions The current study can address two limitations in previous researches, namely insufficient sample sites and a smaller number of patients. A comparison of the present results concerning the lung and abdomen areas with other studies reveals that the proposed strategy could provide a better reference in selection the PTV margins. To our knowledge, this study is one of the first attempts to estimate the PTV margins in the lung and abdomen regions for a large cohort of patients treated using the Cyberknife system.
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Affiliation(s)
- Payam Samadi Miandoab
- Department of Medical Radiation Engineering, Amirkabir University of Technology, Tehran, Iran
| | - Shahyar Saramad
- Department of Medical Radiation Engineering, Amirkabir University of Technology, Tehran, Iran
| | - Saeed Setayeshi
- Department of Medical Radiation Engineering, Amirkabir University of Technology, Tehran, Iran
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Goddard L, Jeong K, Tomé WA. Commissioning and routine quality assurance of the radixact synchrony system. Med Phys 2021; 49:1181-1195. [PMID: 34914846 DOI: 10.1002/mp.15410] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 11/22/2021] [Accepted: 12/03/2021] [Indexed: 11/09/2022] Open
Abstract
PURPOSE The Radixact Synchrony system allows for target motion correction when tracking either fiducials in/around the target or a dense lesion in the lung. As such evaluation testing and Quality Assurance (QA) tests are required. METHODS To allow for QA procedures to be performed with a range of available phantoms evaluation of the dosimetric delivery accuracy was performed for a range of motions, phantoms and motion platforms. A CIRS 1D motion platform and Accuray Tomotherapy "cheese" phantom was utilized to perform absolute dose and EBT3 film measurements. A HexaMotion platform and Delta4 phantom were utilized to quantify the effects of 1D and 3D motions. Inter-device comparison was performed with the ArcCHECK and Delta4 phantoms and GafChromic film, five patient plans were delivered to each phantom when static and with two different motion types both with and without Synchrony motion correction. RESULTS A range of QA tests are described. A phantom was designed to allow for daily verification of system functionality. This test allows for detection of either fiducials or a dense silicone target with a stationary phantom. Monthly testing procedures are described that allow the user to verify the dosimetric improvement when utilizing synchrony delivery motion compensation vs. uncorrected motions. These can be performed utilizing a 1D motion stage with an ion-chamber and GafChromic film to allow for a 2D dosimetric validation. Alternatively, a 3D motion platform can be utilized where available. Monthly and annual imaging tests are described. Finally, annual test procedures designed to verify the coincidence of the imaging system and treatment isocenter are described. Evaluation of the Synchrony system using a range of QA devices shows consistently high dosimetric accuracy with similar trends in passing criteria found with GafChromic film, ArcCHECK and Delta4 phantoms for density based respiratory model compensation. CONCLUSION These results highlight the large improvements in the dose distribution when motion is accounted for with the Synchrony system as measured with a range of phantoms and motion platforms that the majority of users will have available. The testing methods and QA procedures described provide guidance for new users of the Radixact Synchrony system as they implement their own quality assurance programs for this system, until such time as an AAPM task group report is made available. QA procedures including kV imaging quality metrics and imaging dose parameters, dose deposition accuracy, target detection coincidence and target position detection accuracy are described. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Lee Goddard
- Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY, 10467, USA.,Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Kyoungkeun Jeong
- Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY, 10467, USA.,Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Wolfgang A Tomé
- Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY, 10467, USA.,Albert Einstein College of Medicine, Bronx, NY, 10461, USA
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Li J, Zhang X, Pan Y, Zhuang H, Wang J, Yang R. Assessment of Delivery Quality Assurance for Stereotactic Radiosurgery With Cyberknife. Front Oncol 2021; 11:751922. [PMID: 34868957 PMCID: PMC8635503 DOI: 10.3389/fonc.2021.751922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 10/26/2021] [Indexed: 11/25/2022] Open
Abstract
Purpose The purpose of this study is to establish and assess a practical delivery quality assurance method for stereotactic radiosurgery with Cyberknife by analyzing the geometric and dosimetric accuracies obtained using a PTW31016 PinPoint ionization chamber and EBT3 films. Moreover, this study also explores the relationship between the parameters of plan complexity, target volume, and deliverability parameters and provides a valuable reference for improving plan optimization and validation. Methods One hundred fifty cases of delivery quality assurance plans were performed on Cyberknife to assess point dose and planar dose distribution, respectively, using a PTW31016 PinPoint ionization chamber and Gafchromic EBT3 films. The measured chamber doses were compared with the planned mean doses in the sensitive volume of the chamber, and the measured planar doses were compared with the calculated dose distribution using gamma index analysis. The gamma passing rates were evaluated using the criteria of 3%/1 mm and 2%/2 mm. The statistical significance of the correlations between the complexity metrics, target volume, and the gamma passing rate were analyzed using Spearman’s rank correlation coefficient. Results For point dose comparison, the averaged dose differences (± standard deviations) were 1.6 ± 0.73% for all the cases. For planar dose distribution, the mean gamma passing rate for 3%/1 mm, and 2%/2 mm evaluation criteria were 94.26% ± 1.89%, and 93.86% ± 2.16%, respectively. The gamma passing rates were higher than 90% for all the delivery quality assurance plans with the criteria of 3%/1 mm and 2%/2 mm. The difference in point dose was lowly correlated with volume of PTV, number of beams, and treatment time for 150 DQA plans, and highly correlated with volume of PTV for 18 DQA plans of small target. DQA gamma passing rate (2%/2 mm) was a moderate significant correlation for the number of nodes, number of beams and treatment time, and a low correlation with MU. Conclusion PTW31016 PinPoint ionization chamber and EBT3 film can be used for routine Cyberknife delivery quality assurance. The point dose difference should be within 3%. The gamma passing rate should be higher than 90% for the criteria of 3%/1 mm and 2%/2 mm. In addition, the plan complexity and PTV volume were found to have some influence on the plan deliverability.
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Affiliation(s)
- Jun Li
- Department of Radiation Oncology, Peking University Third Hospital, Beijing, China
| | - Xile Zhang
- Department of Radiation Oncology, Peking University Third Hospital, Beijing, China
| | - Yuxi Pan
- Department of Radiation Oncology, Peking University Third Hospital, Beijing, China
| | - Hongqing Zhuang
- Department of Radiation Oncology, Peking University Third Hospital, Beijing, China
| | - Junjie Wang
- Department of Radiation Oncology, Peking University Third Hospital, Beijing, China
| | - Ruijie Yang
- Department of Radiation Oncology, Peking University Third Hospital, Beijing, China
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Development of an x-ray-opaque-marker system for quantitative phantom positioning in patient-specific quality assurance. Phys Med 2021; 91:121-130. [PMID: 34785490 DOI: 10.1016/j.ejmp.2021.10.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 10/10/2021] [Accepted: 10/30/2021] [Indexed: 11/21/2022] Open
Abstract
PURPOSE We developed an x-ray-opaque-marker (XOM) system with inserted fiducial markers for patient-specific quality assurance (QA) in CyberKnife (Accuray) and a general-purpose linear accelerator (linac). The XOM system can be easily inserted or removed from the existing patient-specific QA phantom. Our study aimed to assess the utility of the XOM system by evaluating the recognition accuracy of the phantom position error and estimating the dose perturbation around a marker. METHODS The recognition accuracy of the phantom position error was evaluated by comparing the known error values of the phantom position with the values measured by matching the images with target locating system (TLS; Accuray) and on-board imager (OBI; Varian). The dose perturbation was evaluated for 6 and 10 MV single-photon beams through experimental measurements and Monte Carlo simulations. RESULTS The root mean squares (RMSs) of the residual position errors for the recognition accuracy evaluation in translations were 0.07 mm with TLS and 0.30 mm with OBI, and those in rotations were 0.13° with TLS and 0.15° with OBI. The dose perturbation was observed within 1.5 mm for 6 MV and 2.0 mm for 10 MV from the marker. CONCLUSIONS Sufficient recognition accuracy of the phantom position error was achieved using our system. It is unnecessary to consider the dose perturbation in actual patient-specific QA. We concluded that the XOM system can be utilized to ensure quantitative and accurate phantom positioning in patient-specific QA with CyberKnife and a general-purpose linac.
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Okawa K, Inoue M, Sakae T. Development of a tracking error prediction system for the CyberKnife Synchrony Respiratory Tracking System with use of support vector regression. Med Biol Eng Comput 2021; 59:2409-2418. [PMID: 34655052 DOI: 10.1007/s11517-021-02445-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Accepted: 09/17/2021] [Indexed: 12/25/2022]
Abstract
PURPOSE The accuracy of the CyberKnife Synchrony Respiratory Tracking System is dependent on the breathing pattern of a patient. Therefore, the tracking error in each patient must be determined. Support vector regression (SVR) can be used to easily identify the tracking error in each patient. This study aimed to develop a system with SVR that can predict tracking error according to a patient's respiratory waveform. METHODS Datasets of the respiratory waveforms of 93 patients were obtained. The feature variables were variation in respiration amplitude, tumor velocity, and phase shift between tumor and the chest wall, and the target variable was tracking error. A learning model was evaluated with tenfold cross-validation. We documented the difference between the predicted and actual tracking errors and assessed the correlation coefficient and coefficient of determination. RESULTS The average difference and maximum difference between the actual and predicted tracking errors were 0.57 ± 0.63 mm and 2.1 mm, respectively. The correlation coefficient and coefficient of determination were 0.86 and 0.74, respectively. CONCLUSION We developed a system for obtaining tracking error by using SVR. The accuracy of such a system is clinically useful. Moreover, the system can easily evaluate tracking error. We developed a system that can be used to predict the tracking error of SRTS in the CyberKnife Robotic Radiosurgery System using machine learning. The feature variables were the breathing parameters, and the target variable was the tracking error. We used support vector regression algorithm.
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Affiliation(s)
- Kohei Okawa
- Department Radiotherapy Quality Management, Yokohama CyberKnife Center, Ichizawa-cho 574-1, Asahi-ku, Yokohama, 241-0014, Japan.
- Graduate School of Comprehensive Human Science, University of Tsukuba, Ibaraki, 305-8577, Japan.
| | - Mitsuhiro Inoue
- Department Radiotherapy Quality Management, Yokohama CyberKnife Center, Ichizawa-cho 574-1, Asahi-ku, Yokohama, 241-0014, Japan
| | - Takeji Sakae
- Proton Medical Research Center, University of Tsukuba Hospital, Ibaraki, 305-8576, Japan
- Faculty of Medicine, University of Tsukuba, Ibaraki, 305-8577, Japan
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Chalkia M, Kouloulias V, Tousoulis D, Deftereos S, Tsiachris D, Vrachatis D, Platoni K. Stereotactic Arrhythmia Radioablation as a Novel Treatment Approach for Cardiac Arrhythmias: Facts and Limitations. Biomedicines 2021; 9:1461. [PMID: 34680578 PMCID: PMC8533522 DOI: 10.3390/biomedicines9101461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Revised: 09/29/2021] [Accepted: 10/11/2021] [Indexed: 11/24/2022] Open
Abstract
Stereotactic ablative radiotherapy (SABR) is highly focused radiation therapy that targets well-demarcated, limited-volume malignant or benign tumors with high accuracy and precision using image guidance. Stereotactic arrhythmia radioablation (STAR) applies SABR to treat cardiac arrhythmias, including ventricular tachycardia (VT) and atrial fibrillation (AF), and has recently been a focus in research. Clinical studies have demonstrated electrophysiologic conduction blockade and histologic fibrosis after STAR, which provides a proof of principle for its potential for treating arrhythmias. This review will present the basic STAR principles, available clinical study outcomes, and how the technique has evolved since the first pre-clinical study. In addition to the clinical workflow, focus will be given on the process for stereotactic radiotherapy Quality Assurance (QA) tests, as well as the need for establishing a standardized QA protocol. Future implications and potential courses of research will also be discussed.
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Affiliation(s)
- Marina Chalkia
- Radiotherapy Unit, Second Department of Radiology, School of Medicine, Rimini 1, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (V.K.); (K.P.)
| | - Vassilis Kouloulias
- Radiotherapy Unit, Second Department of Radiology, School of Medicine, Rimini 1, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (V.K.); (K.P.)
| | - Dimitris Tousoulis
- First Department of Cardiology, ‘Hippokration’ General Hospital, Vasilissis Sofias 114, 115 27 Athens, Greece;
| | - Spyridon Deftereos
- Second Department of Cardiology, “Attikon” University Hospital, School of Medicine, Rimini 1, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (S.D.); (D.V.)
| | | | - Dimitrios Vrachatis
- Second Department of Cardiology, “Attikon” University Hospital, School of Medicine, Rimini 1, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (S.D.); (D.V.)
| | - Kalliopi Platoni
- Radiotherapy Unit, Second Department of Radiology, School of Medicine, Rimini 1, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (V.K.); (K.P.)
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Biswas S, Kapitanova I, Divekar S, Grimm J, Butterwick IJ, Garren D, Kleinberg LR, Redmond KJ, Lacroix M, Mahadevan A, Forster KM. Targeting Accuracy Considerations for Simultaneous Tumor Treating Fields Antimitotic Therapy During Robotic Hypofractionated Radiation Therapy. Technol Cancer Res Treat 2021; 20:15330338211039135. [PMID: 34632866 PMCID: PMC8504228 DOI: 10.1177/15330338211039135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Purpose: Tumor treating fields (TTFields) is a novel antimitotic treatment that was first proven effective for glioblastoma multiforme, now with trials for several extracranial indications underway. Several studies focused on concurrent TTFields therapy with radiation in the same time period, but were not given simultaneously. This study evaluates the targeting accuracy of simultaneous radiation therapy while TTFields arrays are in place and powered on, ensuring that radiation does not interfere with TTFields and TTFields does not interfere with radiation. This is one of several options to enable TTFields to begin several weeks sooner, and opens potential for synergistic effects of combined therapy. Methods: TTFields arrays were attached to a warm saline water bath and salt was added until the TTFields generator reached the maximal 2000 mA peak-to-peak current. A ball cube phantom containing 2 orthogonal films surrounded by fiducials was placed in the water phantom, CT scanned, and a radiation treatment plan with 58 isocentric beams was created using a 3 cm circular collimator. Fiducial tracking was used to deliver radiation, the films were scanned, and end-to-end targeting error was measured with vendor-supplied software. In addition, radiation effects on electric fields generated by the TTFields system were assessed by examining logfiles generated from the field generator. Results: With TTFields arrays in place and powered on, the robotic radiosurgery system achieved a final targeting result of 0.47 mm, which was well within the submillimeter specification. No discernible effects on TTFields current output beyond 0.3% were observed in the logfiles when the radiation beam pulsed on and off. Conclusion: A robotic radiosurgery system was used to verify that radiation targeting was not adversely affected when the TTFields arrays were in place and the TTFields delivery device was powered on. In addition, this study verified that radiation delivered simultaneously with TTFields did not interfere with the generation of the electric fields.
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Affiliation(s)
| | | | - Sabrina Divekar
- Sackler School of Medicine, 58408Tel Aviv University, New York, NY, USA
| | - Jimm Grimm
- 2780Geisinger Cancer Institute, Danville, PA, USA.,Thomas Jefferson University, Philadelphia, PA, USA
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Manavalan M, Durai M, Narayanasamy G, Stathakis S, Godson HF, Subramani V. Output factor measurements with multiple detectors in CyberKnife ® Robotic Radiosurgery System. J Cancer Res Ther 2021; 17:870-874. [PMID: 34528534 DOI: 10.4103/jcrt.jcrt_962_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Aim The aim of this study was to measure and compare the output factor (OF) of a CyberKnife Robotic Radiosurgery System with eight different small field detectors and validate with Technical Report Series (TRS) report 483. Background Accurate dosimetry of CyberKnife system is limited due to the challenges in small field dosimetry. OF is a vital dosimetric parameter used in the photon beam modeling and any error would affect the dose calculation accuracy. Materials and Methods In this study, the OF was measured with eight different small-field detectors for the 12 IRIS collimators at 800 mm SAD setup at 15 mm depth. The detectors used were PTW 31016 PinPoint 3D, IBA PFD shielded diode, IBA EFD unshielded diode, IBA SFD unshielded diode (stereotactic), PTW 60008 shielded diode, PTW 60012 unshielded diode, PTW 60018 unshielded diode (stereotactic), and PTW 60019 CVD diamond detector. OF was obtained after correcting for field output correction factors from IAEA TRS No. 483. Results The field OFs in CyberKnife are derived from the measured data by applying the correction factors from Table 23 in TRS 483 for the eight small field detectors. These field OFs matched within 2% of peer-reviewed published values. The range and standard deviation showed a decreasing trend with collimator diameter. Conclusion The field OF obtained after applying the appropriate correction factor from TRS 483 matched well with the peer-reviewed published OFs. The inter-detector variation showed a decreasing trend with increasing collimator field size. This study gives physicists confidence in measuring field OFs while using small field detectors mentioned in this work.
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Affiliation(s)
| | - Manigandan Durai
- Department of Radiation Oncology, The Medicity, Gurugram, Haryana, India
| | - Ganesh Narayanasamy
- Department of Radiation Oncology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | | | - Henry Finlay Godson
- Research & Development Centre, Bharathiyar University, Coimbatore, Tamil Nadu, India
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McCullough SP, Alkhatib H, Antes KJ, Castillo S, Fontenot JD, Jensen AR, Matney J, Olch AJ. AAPM MEDICAL PHYSICS PRACTICE GUIDELINE 2.b.: Commissioning and quality assurance of X-ray-based image-guided radiotherapy systems. J Appl Clin Med Phys 2021; 22:73-81. [PMID: 34272810 PMCID: PMC8425868 DOI: 10.1002/acm2.13346] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/19/2021] [Accepted: 06/04/2021] [Indexed: 12/31/2022] Open
Abstract
The American Association of Physicists in Medicine (AAPM) is a nonprofit professional society whose primary purposes are to advance the science, education, and professional practice of medical physics. The AAPM has more than 8000 members and is the principal organization of medical physicists in the United States. The AAPM will periodically define new practice guidelines for medical physics practice to help advance the science of medical physics and to improve the quality of service to patients throughout the United States. Existing medical physics practice guidelines will be reviewed for the purpose of revision or renewal, as appropriate, on their fifth anniversary or sooner. Each medical physics practice guideline represents a policy statement by the AAPM, has undergone a thorough consensus process in which it has been subjected to extensive review, and requires the approval of the Professional Council. The medical physics practice guidelines recognize that the safe and effective use of diagnostic and therapeutic radiology requires specific training, skills, and techniques, as described in each document. Reproduction or modification of the published practice guidelines and technical standards by those entities not providing these services is not authorized.
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Affiliation(s)
| | | | | | | | | | | | | | - Arthur J. Olch
- Keck School of MedicineUniversity of Southern CaliforniaLos AngelesCAUSA
- Children’s Hospital of Los AngelesLos AngelesCAUSA
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