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Zhang Y, Fu W, Brandner E, Percinsky S, Moran M, Huq MS. Minimizing normal tissue low dose bath for left breast Volumetric Modulated Arc Therapy (VMAT) using jaw offset. J Appl Clin Med Phys 2024; 25:e14365. [PMID: 38760907 PMCID: PMC11302810 DOI: 10.1002/acm2.14365] [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: 09/08/2023] [Revised: 02/22/2024] [Accepted: 04/02/2024] [Indexed: 05/20/2024] Open
Abstract
PURPOSE With proper beam setup and optimization constraints in the treatment planning system, volumetric modulated arc therapy (VMAT) can improve target dose coverage and conformity while reducing doses to adjacent structures for whole breast radiation therapy. However, the low-dose bath effect on critical structures, especially the heart and the ipsilateral lung, remains a concern. In this study, we present a VMAT technique with the jaw offset VMAT (JO-VMAT) to reduce the leakage and scatter doses to critical structures for whole breast radiation therapy. MATERIALS AND METHODS The data of 10 left breast cancer patients were retrospectively used for this study. CT images were acquired on a CT scanner (GE, Discovery) with the deep-inspiration breath hold (DIBH) technique. The planning target volumes (PTVs) and the normal structures (the lungs, the heart, and the contralateral breast) were contoured on the DIBH scan. A 3D field-in-field plan (3D-FiF), a tangential VMAT (tVMAT) plan, and a JO-VMAT plan were created with the Eclipse treatment planning system. An arc treatment field with the x-jaw closed across the central axis creates a donut-shaped high-dose distribution and a cylinder-shaped low-dose volume along the central axis of gantry rotation. Applying this setup with proper multi-leaf collimator (MLC) modulation, the optimized plan potentially can provide sufficient target coverage and reduce unnecessary irradiation to critical structures. The JO-VMAT plans involve 5-6 tangential arcs (3 clockwise arcs and 2-3 counterclockwise arcs) with jaw offsets. The plans were optimized with objective functions specified to achieve PTV dose coverage and homogeneity; For organs at risk (OARs), objective functions were specified individually for each patient to accomplish the best achievable treatment plan. For tVMAT plans, optimization constraints were kept the same except that the jaw offset was removed from the initial beam setup. The dose volume histogram (DVH) parameters were generated for dosimetric evaluation of PTV and OARs. RESULTS The D95% to the PTV was greater than the prescription dose of 42.56 Gy for all the plans. With both VMAT techniques, the PTV conformity index (CI) was statistically improved from 0.62 (3D-FiF) to 0.83 for tVMAT and 0.84 for JO-VMAT plans. The difference in the homogeneity index (HI) was not significant. The Dmax to the heart was reduced from 12.15 Gy for 3D-FiF to 8.26 Gy for tVMAT and 7.20 Gy for JO-VMAT plans. However, a low-dose bath effect was observed with tVMAT plans to all the critical structures including the lungs, the heart, and the contralateral breast. With JO-VMAT, the V5Gy and V2Gy of the heart were reduced by 32.7% and 15.4% compared to 3D-FiF plans. Significantly, the ipsilateral lung showed a reduction in mean dose (4.65-3.44 Gy) and low dose parameters (23.4% reduction for V5Gy and 10.7% reduction for V2Gy) for JO-VMAT plans compared to the 3D-FiF plans. The V2Gy dose to the contralateral lung and breast was minimal with JO-VMAT techniques. CONCLUSION A JO-VMAT technique was evaluated in this study and compared with 3D-FiF and tVMAT techniques. Our results showed that the JO-VMAT technique can achieve clinically comparable coverage and homogeneity and significantly improve dose conformity within PTV. Additionally, JO-VMAT eliminated the low-dose bath effect at all OARs evaluation metrics including the ipsilateral/contralateral lung, the heart, and the contralateral breast compared to 3D-FiF and tVMAT. This technique is feasible for the whole breast radiation therapy of left breast cancers.
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Affiliation(s)
- Yongqian Zhang
- Department of Radiation OncologyUniversity of Pittsburgh School of Medicine and UPMC Hillman Cancer CenterPittsburghPennsylvaniaUSA
| | - Weihua Fu
- Department of Radiation OncologyUniversity of Pittsburgh School of Medicine and UPMC Hillman Cancer CenterPittsburghPennsylvaniaUSA
| | - Edward Brandner
- Department of Radiation OncologyUniversity of Pittsburgh School of Medicine and UPMC Hillman Cancer CenterPittsburghPennsylvaniaUSA
| | - Sharon Percinsky
- Department of Radiation OncologyUniversity of Pittsburgh School of Medicine and UPMC Hillman Cancer CenterPittsburghPennsylvaniaUSA
| | - Mary Moran
- Department of Radiation OncologyUniversity of Pittsburgh School of Medicine and UPMC Hillman Cancer CenterPittsburghPennsylvaniaUSA
| | - M. Saiful Huq
- Department of Radiation OncologyUniversity of Pittsburgh School of Medicine and UPMC Hillman Cancer CenterPittsburghPennsylvaniaUSA
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Díaz-Gavela AA, Cerro Peñalver ED, Sanchez-Garcia S, Pardo-Perez E, Thuissard-Vasallo IJ, Andreu-Vázquez C, Molina López MY, Pena Huertas M, Guerrero-Gómez LL, Sanz-Rosa D, Lorenzo FC. Hypofractionated whole breast IMRT with HDR brachytherapy boost in early-stage breast cancer: Long-term results from a single-center. Brachytherapy 2024; 23:342-354. [PMID: 38522961 DOI: 10.1016/j.brachy.2024.02.009] [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: 10/20/2023] [Revised: 02/18/2024] [Accepted: 02/24/2024] [Indexed: 03/26/2024]
Abstract
INTRODUCTION/OBJECTIVES The addition of a boost to the lumpectomy bed after whole-breast (WB) radiotherapy plays a key role in the treatment of patients with breast cancer (BC). The clinical benefits of a boost with high-dose-rate brachytherapy (HDR-BT) after conventional fractionation is supported by a large body of evidence. However, few studies have described its outcomes after a hypofractionated scheme. MATERIALS AND METHODS We included all patients treated with adjuvant WB-IMRT in 15 sessions followed by a single-session HDR-BT boost with local anesthesia on an outpatient basis. RESULTS Between 2009 and 2017, 638 patients with early-stage BC were treated according to the aforementioned protocol after breast-conserving surgery. Median follow-up was 6 years (4-11). Despite the low incidence of side effects and their slightness, we did identify an impact of breast volume on the risk of acute radiodermatitis, fibrosis, pain and edema. However, we did not identify any relationship between the volume in cubic centimeters of the BT-implant with acute or long-term side effects. 2.2% patients had an actual local relapse, 2.4% a 2nd primary in the same breast and 2.39% were diagnosed with contralateral BC. Event-free survival at 11 years was 85.5% with an overall survival of 95.7%. CONCLUSION Adjuvant hypofractionated whole-breast IMRT followed by a single dose HDR-BT boost has a low incidence of acute and chronic toxicity and excellent oncological outcomes. However, it may be worthwhile to intensify self-care protocols and surveillance in women with large breasts who may be at increased risk of side effects.
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Affiliation(s)
- Ana Aurora Díaz-Gavela
- Radiation Therapy Department, Quironsalud Madrid University Hospital, Pozuelo de Alarcón, Madrid, Spain; Medicine Department, School of Biomedical Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Madrid, Spain; Radiation Therapy Department, Quironsalud La Luz Hospital, Madrid, Spain.
| | - Elia Del Cerro Peñalver
- Radiation Therapy Department, Quironsalud Madrid University Hospital, Pozuelo de Alarcón, Madrid, Spain; Medicine Department, School of Biomedical Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Madrid, Spain; Radiation Therapy Department, Quironsalud La Luz Hospital, Madrid, Spain
| | | | - Eduardo Pardo-Perez
- Radiophysics Department, Quironsalud Madrid University Hospital, Pozuelo de Alarcón, Madrid, Spain
| | - Israel John Thuissard-Vasallo
- Medicine Department, School of Biomedical Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Madrid, Spain
| | - Cristina Andreu-Vázquez
- Medicine Department, School of Biomedical Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Madrid, Spain
| | | | - Marina Pena Huertas
- Radiation Therapy Department, Quironsalud Madrid University Hospital, Pozuelo de Alarcón, Madrid, Spain; Medicine Department, School of Biomedical Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Madrid, Spain
| | | | - David Sanz-Rosa
- Medicine Department, School of Biomedical Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Madrid, Spain
| | - Felipe Counago Lorenzo
- Radiation Therapy Department, Quironsalud Madrid University Hospital, Pozuelo de Alarcón, Madrid, Spain; Medicine Department, School of Biomedical Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Madrid, Spain; Radiation Therapy Department, Quironsalud La Luz Hospital, Madrid, Spain; Present address: Department of Radiation Oncology, San Francisco de Asís Hospital, Madrid, Spain; Department of Radiation Oncology, La Milagrosa Hospital, Madrid, Spain
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Kamizaki R, Kuroda M, Al-Hammad WE, Tekiki N, Ishizaka H, Kuroda K, Sugimoto K, Oita M, Tanabe Y, Barham M, Sugianto I, Nakamitsu Y, Hirano M, Muto Y, Ihara H, Sugiyama S. Evaluation of the accuracy of heart dose prediction by machine learning for selecting patients not requiring deep inspiration breath‑hold radiotherapy after breast cancer surgery. Exp Ther Med 2023; 26:536. [PMID: 37869640 PMCID: PMC10587874 DOI: 10.3892/etm.2023.12235] [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: 06/08/2023] [Accepted: 09/01/2023] [Indexed: 10/24/2023] Open
Abstract
Increased heart dose during postoperative radiotherapy (RT) for left-sided breast cancer (BC) can cause cardiac injury, which can decrease patient survival. The deep inspiration breath-hold technique (DIBH) is becoming increasingly common for reducing the mean heart dose (MHD) in patients with left-sided BC. However, treatment planning and DIBH for RT are laborious, time-consuming and costly for patients and RT staff. In addition, the proportion of patients with left BC with low MHD is considerably higher among Asian women, mainly due to their smaller breast volume compared with that in Western countries. The present study aimed to determine the optimal machine learning (ML) model for predicting the MHD after RT to pre-select patients with low MHD who will not require DIBH prior to RT planning. In total, 562 patients with BC who received postoperative RT were randomly divided into the trainval (n=449) and external (n=113) test datasets for ML using Python (version 3.8). Imbalanced data were corrected using synthetic minority oversampling with Gaussian noise. Specifically, right-left, tumor site, chest wall thickness, irradiation method, body mass index and separation were the six explanatory variables used for ML, with four supervised ML algorithms used. Using the optimal value of hyperparameter tuning with root mean squared error (RMSE) as an indicator for the internal test data, the model yielding the best F2 score evaluation was selected for final validation using the external test data. The predictive ability of MHD for true MHD after RT was the highest among all algorithms for the deep neural network, with a RMSE of 77.4, F2 score of 0.80 and area under the curve-receiver operating characteristic of 0.88, for a cut-off value of 300 cGy. The present study suggested that ML can be used to pre-select female Asian patients with low MHD who do not require DIBH for the postoperative RT of BC.
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Affiliation(s)
- Ryo Kamizaki
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
- Department of Radiology, Matsuyama Red Cross Hospital, Matsuyama, Ehime 790-8524, Japan
| | - Masahiro Kuroda
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
| | - Wlla E. Al-Hammad
- Department of Oral and Maxillofacial Radiology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
- Department of Oral Medicine and Oral Surgery, Faculty of Dentistry, Jordan University of Science and Technology, Irbid 22110, Jordan
| | - Nouha Tekiki
- Department of Oral and Maxillofacial Radiology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Hinata Ishizaka
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
| | - Kazuhiro Kuroda
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
- Department of Health and Welfare Science, Graduate School of Health and Welfare Science, Okayama Prefectural University, Okayama 719-1197, Japan
| | - Kohei Sugimoto
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
- Graduate School of Interdisciplinary Sciences and Engineering in Health Systems, Okayama University, Okayama 770-8558, Japan
| | - Masataka Oita
- Graduate School of Interdisciplinary Sciences and Engineering in Health Systems, Okayama University, Okayama 770-8558, Japan
| | - Yoshinori Tanabe
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
| | - Majd Barham
- Department of Dentistry and Dental Surgery, College of Medicine and Health Sciences, An-Najah National University, Nablus 44839, Palestine
| | - Irfan Sugianto
- Department of Oral Radiology, Faculty of Dentistry, Hasanuddin University, Sulawesi 90245, Indonesia
| | - Yuki Nakamitsu
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
| | - Masaki Hirano
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
- Department of Radiology, Osaka Red Cross Hospital, Osaka 543-8555, Japan
| | - Yuki Muto
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
- Department of Radiology, Oomoto Hospital, Okayama 700-0924, Japan
| | - Hiroki Ihara
- Department of Radiology, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama 700-8558, Japan
| | - Soichi Sugiyama
- Department of Proton Beam Therapy, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama 700-8558, Japan
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Cilla S, Deodato F, Romano C, Macchia G, Buwenge M, Boccardi M, Pezzulla D, Pierro A, Zamagni A, Morganti AG. Risk evaluation of secondary malignancies after radiotherapy of breast cancer in light of the continuous development of planning techniques. Med Dosim 2023; 48:279-285. [PMID: 37659968 DOI: 10.1016/j.meddos.2023.07.003] [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: 02/13/2023] [Revised: 05/12/2023] [Accepted: 07/26/2023] [Indexed: 09/04/2023]
Abstract
Secondary cancer risk is a significant concern for women treated with breast radiation therapy due to improved long-term survival rates. We evaluated the potential of new advanced automated planning algorithms together with hybrid techniques to minimize the excess absolute risk (EAR) for secondary cancer in various organs after radiation treatment for early staged breast cancer. Using CT data set of 25 patients, we generated 4 different radiation treatment plans of different complexity, including 3-dimensional conformal radiotherapy (3D-CRT), field-in-field (FinF), hybrid-IMRT (HMRT) and automated hybrid-VMAT (HVMAT) techniques. The organ-equivalent dose (OED) was calculated from differential dose-volume histograms on the basis of the "linear-exponential," "plateau," and "full mechanistic" dose-response models and was used to evaluate the EAR for secondary cancer in the contralateral breast (CB), contralateral lung (CL), and ipsilateral lung (IL). Statistical comparisons of data were performed by a Kruskal-Wallis analysis of variance. The planning objectives were fulfilled with all the planning techniques for both target coverage and organs-at-risk sparing. The differences in EAR for CB, CL and IL secondary tumor induction were not significant among the 4 techniques. For the CB and CL, the mean absolute difference did not reach 1 case of 10000 patient-years. For the IL, the mean absolute difference was up to 5 cases of 10,000 patient-years. In conclusion, the automated HVMAT technique allows an EAR reduction at the level of well-consolidated tangential 3D-CRT or FinF techniques, keeping all the HVMAT dosimetric improvements unchanged. On the basis of this analysis, the adoption of the HVMAT technique poses no increase in EAR and could be considered safe also for younger patients.
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Affiliation(s)
- Savino Cilla
- Medical Physics Unit, Gemelli Molise Hospital, Campobasso, Italy.
| | - Francesco Deodato
- Radiation Oncology Unit, Gemelli Molise Hospital, Campobasso, Italy; Istituto di Radiologia, Università Cattolica del Sacro Cuore, Roma, Italy
| | - Carmela Romano
- Medical Physics Unit, Gemelli Molise Hospital, Campobasso, Italy
| | | | - Milly Buwenge
- Radiation Oncology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | | | - Donato Pezzulla
- Radiation Oncology Unit, Gemelli Molise Hospital, Campobasso, Italy
| | - Antonio Pierro
- Radiology Unit, Gemelli Molise Hospital, Campobasso, Italy
| | - Alice Zamagni
- Radiation Oncology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Alessio Giuseppe Morganti
- Radiation Oncology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Department of Experimental, Diagnostic, and Specialty Medicine-DIMES, Alma Mater Studiorum, Università di Bologna, Italy
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Takabi FS, Broomand MA, Nickfarjam A, Asadi A, Namiranian N. Determination and comparison of dosimetric parameters of three-dimensional conformal radiotherapy, field in field, and intensity-modulated radiotherapy techniques in radiotherapy of breast conserving patients. J Cancer Res Ther 2023; 19:624-632. [PMID: 37470585 DOI: 10.4103/jcrt.jcrt_234_21] [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] [Indexed: 07/21/2023]
Abstract
Purpose Three radiation therapy techniques for breast are common, namely three-dimensional conformal radiotherapy (3D-CRT), Field-in-Field (FIF), and Intensıty-Modulated Radıotherapy (IMRT). The purpose of this study was to determine and compare dosimetric parameters of three different treatment planning planning types; 3D-CRT, FIF, and IMRT in target and normal tissues after breast-conserving surgery. Methods One hundred patients with left or right breast cancer cooperated in this study. They were divided into three categories (small, medium, and large size) based on breast volume. Three treatment planning techniques were carried out by planner for each patient in Prowess® 5.2 Treatment Planning System. The dosimetric parameters were obtained from dose-volume histograms using the CERR software (MATLAB Company, Washington, USA), which runs as an add-on in MATLAB software. Results 3D-CRT technique with the highest value of Dmax creates more hot spots than the other techniques in the tumor region (P = 0.013). IMRT and FIF showed the best uniformity compared to 3D-CRT in all groups with respect to the values of the parameters D98 and D2. IMRT provided the best coverage in the tumor compared to other methods (P < 0.001). 3D-CRT technique yielded a high volume receiving ≥107% of the prescription dose (P < 0.001). Among the three methods, the FIF method results in a lower dose to the lung for treatment based on the V5 and V20 parameters (P < 0.001). Homogeneity index for IMRT was better than FIF, as well as, conformity index (CI) for IMRT and FIF was better than 3D-CRT. Conclusion IMRT and FIF plans offered excellent target coverage and uniformity, whereas FIF had better protection of healthy tissues. Thus FIF method is an efficient method to improve the quality of treatment for breast cancer patients.
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Affiliation(s)
- Fatemeh Shirani Takabi
- Department of Medical Physics, School of Medicine, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Mohammad Ali Broomand
- Department of Radiotherapy, School of Medicine, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Abolfazl Nickfarjam
- Department of Medical Physics; Department of Radiotherapy, School of Medicine; Radiotherapy Research Center, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Amin Asadi
- Department of Medical Physics, School of Medicine, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Nasim Namiranian
- Yazd Diabetes Research Center, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
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Gaur G, Dangwal VK, Banipal RPS, Singh R, Kaur G, Grover R, Sachdeva S, Kang MS, Singh S, Garg P, Singh B. Dosimetric Comparison of Different Dose Calculation Algorithms in Postmastectomy Breast Cancer Patients Using Conformal Planning Techniques. J Med Phys 2023; 48:136-145. [PMID: 37576097 PMCID: PMC10419741 DOI: 10.4103/jmp.jmp_28_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Revised: 05/18/2023] [Accepted: 05/24/2023] [Indexed: 08/15/2023] Open
Abstract
Background The aim of the current study was to compare three different dose-calculating algorithms, i.e., superposition (SP), fast SP (FSP), and convolution (CV), for breast cancer patients treated with intensity-modulated radiotherapy (IMRT) and field-in-Field forward plan IMRT (FiF-FP-IMRT). Materials and Methods The current retrospective study involved 100 postmastectomy breast cancer patients who were given radiotherapy using IMRT and FiF-FP-IMRT planning techniques. All the initially SP-calculated plans were recalculated with the same monitor units for FSP and CV algorithm without change in any of the other planning parameters. The isodose distribution and various plan evaluating parameters, for example, conformity index (CI), homogeneity index, and uniformity index target volume and normal structure doses were compared and analyzed for all the different algorithm calculated plans. Results In the IMRT plans, all the target and normal structure dose-volume parameters showed a significant difference between all the three different algorithms with P < 0.05. In the FiF-FP-IMRT plans, CV algorithm showed a significant difference in most of the target and normal structure dose-volume parameters. Among quality indexes, only CI showed a significant difference between all the algorithms in both the planning techniques. R50 showed a significant difference with the CV algorithm in both the planning techniques. Conclusion The change in the dose calculation algorithm resulted in dosimetric changes which must be evaluated by the medical physicists and oncologists while evaluating treatment plans. In the current study with breast patients, the results obtained for target and normal structure doses using the CV algorithm are overestimated as compared to SP and FSP algorithms, producing variable results in air and bony normal structures. However, the ipsilateral lung V5 parameter and the ipsilateral humeral head mean dose were found to be underestimated by the CV algorithm as compared to the SP and FSP algorithm in both the planning techniques.
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Affiliation(s)
- Garima Gaur
- Department of Radiation Oncology, Guru Gobind Singh Medical College and Hospital, Faridkot, Punjab, India
| | - Vinod Kumar Dangwal
- Department of Radiation Oncology, Government Medical College, Patiala, Punjab, India
| | | | | | - Gurpreet Kaur
- Department of Radiation Oncology, Guru Gobind Singh Medical College and Hospital, Faridkot, Punjab, India
| | - Romikant Grover
- Department of Radiation Oncology, Guru Gobind Singh Medical College and Hospital, Faridkot, Punjab, India
| | | | - Manraj Singh Kang
- Department of Radiation Oncology, Guru Gobind Singh Medical College and Hospital, Faridkot, Punjab, India
| | - Simrandeep Singh
- Department of Radiation Oncology, Guru Gobind Singh Medical College and Hospital, Faridkot, Punjab, India
| | - Pardeep Garg
- Department of Radiation Oncology, Guru Gobind Singh Medical College and Hospital, Faridkot, Punjab, India
| | - Baltej Singh
- Department of Community Medicine, Guru Gobind Singh Medical College and Hospital, Faridkot, Punjab, India
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Cilla S, Romano C, Macchia G, Boccardi M, Pezzulla D, Buwenge M, Castelnuovo AD, Bracone F, Curtis AD, Cerletti C, Iacoviello L, Donati MB, Deodato F, Morganti AG. Machine-learning prediction model for acute skin toxicity after breast radiation therapy using spectrophotometry. Front Oncol 2023; 12:1044358. [PMID: 36686808 PMCID: PMC9853396 DOI: 10.3389/fonc.2022.1044358] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 12/08/2022] [Indexed: 01/09/2023] Open
Abstract
Purpose Radiation-induced skin toxicity is a common and distressing side effect of breast radiation therapy (RT). We investigated the use of quantitative spectrophotometric markers as input parameters in supervised machine learning models to develop a predictive model for acute radiation toxicity. Methods and materials One hundred twenty-nine patients treated for adjuvant whole-breast radiotherapy were evaluated. Two spectrophotometer variables, i.e. the melanin (IM) and erythema (IE) indices, were used to quantitatively assess the skin physical changes. Measurements were performed at 4-time intervals: before RT, at the end of RT and 1 and 6 months after the end of RT. Together with clinical covariates, melanin and erythema indices were correlated with skin toxicity, evaluated using the Radiation Therapy Oncology Group (RTOG) guidelines. Binary group classes were labeled according to a RTOG cut-off score of ≥ 2. The patient's dataset was randomly split into a training and testing set used for model development/validation and testing (75%/25% split). A 5-times repeated holdout cross-validation was performed. Three supervised machine learning models, including support vector machine (SVM), classification and regression tree analysis (CART) and logistic regression (LR), were employed for modeling and skin toxicity prediction purposes. Results Thirty-four (26.4%) patients presented with adverse skin effects (RTOG ≥2) at the end of treatment. The two spectrophotometric variables at the beginning of RT (IM,T0 and IE,T0), together with the volumes of breast (PTV2) and boost surgical cavity (PTV1), the body mass index (BMI) and the dose fractionation scheme (FRAC) were found significantly associated with the RTOG score groups (p<0.05) in univariate analysis. The diagnostic performances measured by the area-under-curve (AUC) were 0.816, 0.734, 0.714, 0.691 and 0.664 for IM, IE, PTV2, PTV1 and BMI, respectively. Classification performances reported precision, recall and F1-values greater than 0.8 for all models. The SVM classifier using the RBF kernel had the best performance, with accuracy, precision, recall and F-score equal to 89.8%, 88.7%, 98.6% and 93.3%, respectively. CART analysis classified patients with IM,T0 ≥ 99 to be associated with RTOG ≥ 2 toxicity; subsequently, PTV1 and PTV2 played a significant role in increasing the classification rate. The CART model provided a very high diagnostic performance of AUC=0.959. Conclusions Spectrophotometry is an objective and reliable tool able to assess radiation induced skin tissue injury. Using a machine learning approach, we were able to predict grade RTOG ≥2 skin toxicity in patients undergoing breast RT. This approach may prove useful for treatment management aiming to improve patient quality of life.
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Affiliation(s)
- Savino Cilla
- Medical Physics Unit, Gemelli Molise Hospital, Campobasso, Italy,*Correspondence: Savino Cilla, ;
| | - Carmela Romano
- Medical Physics Unit, Gemelli Molise Hospital, Campobasso, Italy
| | | | | | - Donato Pezzulla
- Radiation Oncology Unit, Gemelli Molise Hospital, Campobasso, Italy
| | - Milly Buwenge
- Radiation Oncology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | | | - Francesca Bracone
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, Italy
| | - Amalia De Curtis
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, Italy
| | - Chiara Cerletti
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, Italy
| | - Licia Iacoviello
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, Italy,Department of Medicine and Surgery, Research Center in Epidemiology and Preventive Medicine (EPIMED), University of Insubria, Varese, Italy
| | | | - Francesco Deodato
- Radiation Oncology Unit, Gemelli Molise Hospital, Campobasso, Italy,Istituto di Radiologia, Universitá Cattolica del Sacro Cuore, Rome, Italy
| | - Alessio Giuseppe Morganti
- Radiation Oncology, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS) Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy,Department of Experimental, Diagnostic, and Specialty Medicine - DIMES, Alma Mater Studiorum Bologna University, Bologna, Italy
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Cilla S, Romano C, Macchia G, Boccardi M, De Vivo LP, Morabito VE, Buwenge M, Strigari L, Indovina L, Valentini V, Deodato F, Morganti AG. Automated hybrid volumetric modulated arc therapy (HVMAT) for whole-breast irradiation with simultaneous integrated boost to lumpectomy area : A treatment planning study. Strahlenther Onkol 2021; 198:254-267. [PMID: 34767044 DOI: 10.1007/s00066-021-01873-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 10/17/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE To develop an automated treatment planning approach for whole breast irradiation with simultaneous integrated boost using an automated hybrid VMAT class solution (HVMAT). MATERIALS AND METHODS Twenty-five consecutive patients with left breast cancer received 50 Gy (2 Gy/fraction) to the whole breast and an additional simultaneous 10 Gy (2.4 Gy/fraction) to the tumor cavity. Ipsilateral lung, heart, and contralateral breast were contoured as main organs-at-risk. HVMAT plans were inversely optimized by combining two open fields with a VMAT semi-arc beam. Open fields were setup to include the whole breast with a 2 cm flash region and to carry 80% of beams weight. HVMAT plans were compared with three tangential techniques: conventional wedged-field tangential plans (SWF), field-in-field forward planned tangential plans (FiF), and hybrid-IMRT plans (HMRT). Dosimetric differences among the plans were evaluated using Kruskal-Wallis one-way analysis of variance. Dose accuracy was validated using the PTW Octavius-4D phantom together with the 1500 2D-array. RESULTS No significant differences were found among the four techniques for both targets coverage. HVMAT plans showed consistently better PTVs dose contrast, conformity, and homogeneity (p < 0.001 for all metrics) and statistically significant reduction of high-dose breast irradiation. V55 and V60 decreased by 30.4, 26.1, and 20.8% (p < 0.05) and 12.3, 9.9, and 6.0% (p < 0.05) for SWF, FIF, and HMRT, respectively. Pretreatment dose verification reported a gamma pass-rate greater than the acceptance threshold of 95% for all HVMAT plans. In addition, HVMAT reduced the time for full planning optimization to about 20 min. CONCLUSIONS HVMAT plans resulted in superior target dose conformity and homogeneity compared to other tangential techniques. Due to fast planning time HVMAT can be applied for all patients, minimizing the impact on human or departmental resources.
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Affiliation(s)
- Savino Cilla
- Medical Physics Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Largo Gemelli 1, 86100, Campobasso, Italy.
| | - Carmela Romano
- Medical Physics Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Largo Gemelli 1, 86100, Campobasso, Italy
| | - Gabriella Macchia
- Radiation Oncology Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Campobasso, Italy
| | - Mariangela Boccardi
- Radiation Oncology Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Campobasso, Italy
| | - Livia P De Vivo
- Radiation Oncology Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Campobasso, Italy
| | - Vittoria E Morabito
- Medical Physics Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Largo Gemelli 1, 86100, Campobasso, Italy
| | - Milly Buwenge
- Radiation Oncology Department, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Lidia Strigari
- Medical Physics Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Luca Indovina
- Radiation Oncology Department, Fondazione Policlinico Universitario A. Gemelli, Università Cattolica del Sacro Cuore, Roma, Italy
| | - Vincenzo Valentini
- Radiation Oncology Department, Fondazione Policlinico Universitario A. Gemelli, Università Cattolica del Sacro Cuore, Roma, Italy.,Istituto di Radiologia, Università Cattolica del Sacro Cuore, Roma, Italy
| | - Francesco Deodato
- Radiation Oncology Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Campobasso, Italy.,Istituto di Radiologia, Università Cattolica del Sacro Cuore, Roma, Italy
| | - Alessio G Morganti
- Radiation Oncology Department, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.,DIMES, Alma Mater Studiorum, Bologna University, Bologna, Italy
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9
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Macchia G, Pezzulla D, Cilla S, Boccardi M, Deodato F. New Technologies and Multidisciplinarity as Strategic Factors to Cope With Challenges in Postmastectomy Breast Cancer Radiation Therapy. Adv Radiat Oncol 2021; 6:100777. [PMID: 34604608 PMCID: PMC8473665 DOI: 10.1016/j.adro.2021.100777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 05/25/2021] [Accepted: 08/09/2021] [Indexed: 11/04/2022] Open
Affiliation(s)
- Gabriella Macchia
- Radiation Oncology Unit, Gemelli Molise Hospital-Università Cattolica del Sacro Cuore, Campobasso, Italy
| | - Donato Pezzulla
- Radiation Oncology Unit, Gemelli Molise Hospital-Università Cattolica del Sacro Cuore, Campobasso, Italy
| | - Savino Cilla
- Medical Physics Unit, Gemelli Molise Hospital-Università Cattolica del Sacro Cuore, Campobasso, Italy
| | - Mariangela Boccardi
- Radiation Oncology Unit, Gemelli Molise Hospital-Università Cattolica del Sacro Cuore, Campobasso, Italy
| | - Francesco Deodato
- Radiation Oncology Unit, Gemelli Molise Hospital-Università Cattolica del Sacro Cuore, Campobasso, Italy.,Istituto di Radiologia, Università Cattolica del Sacro Cuore, Roma, Italy
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10
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Tekiki N, Kuroda M, Ishizaka H, Khasawneh A, Barham M, Hamada K, Konishi K, Sugimoto K, Katsui K, Sugiyama S, Watanabe K, Yoshio K, Katayama N, Ogata T, Ihara H, Kanazawa S, Asaumi J. New field-in-field with two reference points method for whole breast radiotherapy: Dosimetric analysis and radiation-induced skin toxicities assessment. Mol Clin Oncol 2021; 15:193. [PMID: 34349992 PMCID: PMC8327075 DOI: 10.3892/mco.2021.2355] [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: 07/24/2020] [Accepted: 06/16/2021] [Indexed: 11/06/2022] Open
Abstract
The usefulness of the field-in-field with two reference points (FIF w/ 2RP) method, in which the dose reference points are set simultaneously at two positions in the irradiation field and the high-dose range is completely eliminated, was examined in the present study with the aim of decreasing acute skin toxicity in adjuvant breast radiotherapy (RT). A total of 573 patients with breast cancer who underwent postoperative whole breast RT were classified into 178 cases with wedge (W) method, 142 cases with field-in-field without 2 reference points (FIF w/o 2RP) method and 253 cases with FIF w/ 2RP method. Using the FIF w/ 2RP method, the high-dose range was the lowest among the three irradiation methods. The planning target volume (PTV) V105% and the breast PTV for evaluation (BPe) V105% decreased to 0.09 and 0.10%, respectively. The FIF w/ 2RP method vs. the FIF w/o 2RP method had a strong association (η) with PTV V105% (η=0.79; P<0.001) and BPe V105% (η=0.76; P<0.001). The FIF w/ 2RP method had a significant impact on lowering the skin toxicity grade in weeks 3 and 4, and increasing the occurrence of skin toxicity grade 0. The FIF w/ 2RP method vs. the W method had a moderate association with skin toxicity grade at week 3 (η=0.49; P<0.001). Using the FIF w/ 2RP method, the high-dose range V105% of the target decreased to 0%, and skin adverse events were decreased in conjunction. For patients with early-stage breast cancer, particularly patients with relatively small-sized breasts, the FIF w/ 2RP method may be an optimal irradiation method.
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Affiliation(s)
- Nouha Tekiki
- Department of Oral and Maxillofacial Radiology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Masahiro Kuroda
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
| | - Hinata Ishizaka
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
| | - Abdullah Khasawneh
- Department of Oral and Maxillofacial Radiology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Majd Barham
- Department of Oral and Maxillofacial Radiology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Kentaro Hamada
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
| | - Kohei Konishi
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
| | - Kohei Sugimoto
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700-8558, Japan
| | - Kuniaki Katsui
- Department of Proton Beam Therapy, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Science, Okayama 700-8558, Japan
| | - Soichi Sugiyama
- Department of Radiology, Okayama University Hospital, Okayama 700-8558, Japan
| | - Kenta Watanabe
- Department of Radiology, Okayama University Hospital, Okayama 700-8558, Japan
| | - Kotaro Yoshio
- Department of Radiology, Okayama University Hospital, Okayama 700-8558, Japan
| | - Norihisa Katayama
- Department of Radiology, Kagawa Prefectural Central Hospital, Takamatsu, Kagawa 760-8557, Japan
| | - Takeshi Ogata
- Department of Radiology, Iwakuni Clinical Center, Iwakuni, Yamaguchi 740-8510, Japan
| | - Hiroki Ihara
- Department of Radiology, Tsuyama Chuo Hospital, Okayama 708-0841, Japan
| | - Susumu Kanazawa
- Department of Radiology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
| | - Junichi Asaumi
- Department of Oral and Maxillofacial Radiology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan
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11
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Cilla S, Macchia G, Romano C, Morabito VE, Boccardi M, Picardi V, Valentini V, Morganti AG, Deodato F. Challenges in lung and heart avoidance for postmastectomy breast cancer radiotherapy: Is automated planning the answer? Med Dosim 2021; 46:295-303. [PMID: 33836910 DOI: 10.1016/j.meddos.2021.03.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 02/24/2021] [Accepted: 03/02/2021] [Indexed: 11/18/2022]
Abstract
Postmastectomy radiotherapy (PMRT) has been shown to improve the overall survival for invasive breast cancer patients. However, it represents a challenging treatment geometry and individualized planning strategies with complex field arrangements are usually adopted to decrease radiotoxicity to heart and lungs. Automated treatment planning has the potential to improve plan quality consistency and planning efficiency. Herein, we describe the application of the Pinnacle3 Autoplanning engine as a valuable technological resource able to allow the treatment of challenging patients theoretically unfit for radiotherapy for major cardiac and pulmonary comorbidities. Treatment was planned for three left-sided chest wall and regional lymph-nodes postmastectomy breast cancer patients. A deep inspiration breath-hold (DIBH) technique was used aiming to reduce the OARs irradiation. Three manually generated plans (hybrid-IMRT (HMRT), hybrid-VMAT (HVMAT) and full VMAT (MP-VMAT) and a fully automated plan created by the Autoplanning engine (AP-VMAT) were optimized in order to ensure a safe radiation therapy to the patients. The plans were evaluated based on planning target volumes (PTVs) coverage, dose homogeneity index (HI), conformity index (CN), dose to organs at risk (OARs) and normal tissue complication probabilities (NTCPs) of pericarditis, long term mortality and pneumonitis. Despite the use of deep moderated breath-hold, all human-driven plans failed to reach the stringent dose objectives for OARs. All plans provided an optimal coverage for chest wall and lymph-nodal area. AP-VMAT delivered the lowest mean dose to the heart (3.4 to 4.9 Gy) and ipsilateral lung (7.5 to 12.5 Gy) reporting the lowest NTCP for pneumonitis (<1%), confirming the only chance to comply the dose objectives. Moreover, AP-VMAT reported a decrease of the integral dose, which was lower by about 4-8% with respect to manual plans. AP-VMAT plan resulted in up to 58% increase of MUs with respect to manual plans, suggesting a more pronounced fluence modulation and plan complexity. A major difference was found for the planning time which was reduced to less than 30 minutes by using the Auto-Planning module. With improved planning quality and efficiency, Auto-planning is an effective tool to enable high-quality plans in challenging postmastectomy breast cancer radiotherapy.
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Affiliation(s)
- Savino Cilla
- Medical Physics Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Campobasso, Italy.
| | - Gabriella Macchia
- Radiation Oncology Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Campobasso, Italy
| | - Carmela Romano
- Medical Physics Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Campobasso, Italy
| | | | - Mariangela Boccardi
- Radiation Oncology Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Campobasso, Italy
| | - Vincenzo Picardi
- Radiation Oncology Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Campobasso, Italy
| | - Vincenzo Valentini
- Radiation Oncology Department, Fondazione Policlinico Universitario A. Gemelli, Università Cattolica del Sacro Cuore, Rome, Italy; Istituto di Radiologia, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Alessio Giuseppe Morganti
- Radiation Oncology, IRCCS Azienda Ospedaliero, Universitaria di Bologna, Bologna, Italy; DIMES, Alma Mater Studiorum, Bologna University, Bologna, Italy
| | - Francesco Deodato
- Radiation Oncology Unit, Gemelli Molise Hospital, Università Cattolica del Sacro Cuore, Campobasso, Italy; Istituto di Radiologia, Università Cattolica del Sacro Cuore, Rome, Italy
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12
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Iwaki K, Kamaya A, Fuwa N, Tanisada K, Matsueda K, Shibahara T, Fujita Y, Kunieda E, Todaka H, Nomura M, Ii N. Verification of the junctional dose for irradiation of the chest wall and supraclavicular regions under the circumstances of advanced technologies. Med Dosim 2021; 46:e1-e9. [PMID: 33461825 DOI: 10.1016/j.meddos.2020.12.001] [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: 04/05/2020] [Revised: 11/29/2020] [Accepted: 12/03/2020] [Indexed: 11/17/2022]
Abstract
A single-isocenter half-beam technique is commonly used when irradiating the chest wall and supraclavicular regions in patients with high-risk breast cancer. However, several studies have reported that underdosage can occur at the junction of the chest wall and supraclavicular regions due to a "tongue-and-groove" effect. This study verified the efficacy of an open leaf technique (OL-tech) that involves placing a multileaf collimator 5 mm outside from the beam central axis to remove the effect of the multileaf collimator in a single-isocenter half-beam technique. We compared the junction doses of the OL-tech with those of a conventional technique (C-tech) in square and clinical plans, using 4 and 10 MV x-rays in the Clinac iX and 6 and 10 MV x-rays in the Trilogy accelerators (Varian Medical Systems, Palo Alto, CA). EBT3 radiochromic films were used for measurements. Measurements were performed at a depth of 3 cm when verifying field matching. The EBT3 films in the square plan indicated junction doses for the C-tech of 78.3% with the Clinac iX accelerator and 73.6% with the Trilogy accelerator. By contrast, the corresponding doses for the OL-tech were 107.2% and 99.8%, respectively. In the clinical plan, the junction doses for the C-tech were 76.5% with the Clinac iX accelerator and 72.6% with the Trilogy accelerator; the corresponding doses for the OL-tech were 108.3% and 101.7%, respectively. As with the square plan, variations in the junction dose were much smaller using the OL-tech than using the C-tech. Our results suggest that the OL-tech can be useful for improving dose homogeneity at the junction of the chest wall and supraclavicular regions.
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Affiliation(s)
- Kengo Iwaki
- Department of Medical Technology, Ise Red Cross Hospital, Ise- shi, Mie, Japan.
| | - Akira Kamaya
- Department of Medical Technology, Ise Red Cross Hospital, Ise- shi, Mie, Japan
| | - Nobukazu Fuwa
- Department of Radiation Oncology, Ise Red Cross Hospital, Ise- shi, Mie, Japan
| | - Kazuaki Tanisada
- Department of Medical Technology, Ise Red Cross Hospital, Ise- shi, Mie, Japan
| | - Kouji Matsueda
- Department of Medical Technology, Ise Red Cross Hospital, Ise- shi, Mie, Japan
| | - Takahiko Shibahara
- Department of Medical Technology, Ise Red Cross Hospital, Ise- shi, Mie, Japan
| | - Yukio Fujita
- Faculty of Health Sciences, Komazawa University, Tokyo, Japan
| | - Etsuo Kunieda
- Department of Radiation Oncology, Tokai University Hachioji Hospital, Tokyo, Japan
| | - Hideharu Todaka
- Department of Radiology, Tokai University Hospital, Isehara-shi, Kanagawa, Japan
| | - Miwako Nomura
- Department of Radiation Oncology, Ise Red Cross Hospital, Ise- shi, Mie, Japan
| | - Noriko Ii
- Department of Radiation Oncology, Ise Red Cross Hospital, Ise- shi, Mie, Japan
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A New Technique Using 4DCT Scans to Create Custom Cardiac Blocks for Left-Sided Breast Cancer Treatments. Pract Radiat Oncol 2019; 9:e572-e578. [DOI: 10.1016/j.prro.2019.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2018] [Revised: 06/03/2019] [Accepted: 06/11/2019] [Indexed: 11/15/2022]
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14
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Kim H, Kwak J, Jung J, Jeong C, Yoon K, Lee SW, Ahn SD, Choi EK, Kim SS, Cho B. Automated Field-In-Field (FIF) Plan Framework Combining Scripting Application Programming Interface and User-Executed Program for Breast Forward IMRT. Technol Cancer Res Treat 2019; 17:1533033818810391. [PMID: 30384804 PMCID: PMC6259058 DOI: 10.1177/1533033818810391] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Purpose: To develop an one-click option on treatment planning system that enables for the
automated breast FIF planning by combining the Eclipse Scripting application programming
interfaces and user-executed programming in Windows. Methods: Scripting application programming interfaces were designed to promote automation in
clinical workflow associated with radiation oncology. However, scripting cannot provide
all functions that users want to perform. Thus, a new framework proposes to integrate
the benefits of the scripting application and user-executed programming for the
automated field-in-field technique. We adopted the Eclipse Scripting applications, which
provide an interface between treatment planning system server and client and enable for
running the executed program to create dose clouds and adjust the planning parameters
such as multi-leaf collimator placements and monitor unit values. Importantly, all tasks
are designed to perform with one-click option on treatment planning system, including
the automated pushback of the proposed plan to the treatment planning system. Results: The plans produced from the proposed framework were validated against the manual
field-in-field plans with 40 retrospective breast patient cases in planning efficiency
and plan quality. The elapsed time for running the framework was less than 1 minute,
which significantly reduced the manual multi-leaf collimator/monitor unit adjustment
time. It decreased the total planning time by more than 50%, relative to the manual
field-in-field planning. In dosimetric aspects, the mean and maximum dose of the heart,
lung, and whole breast did not exceed 1% deviation from the manual plans in most patient
cases, while maintaining the target dose coverage and homogeneity index inside the
target volume. From numerical analysis, the automated plans were demonstrated to be
sufficiently close to the manual plans. Conclusion: The combination of scripting applications and user-executed programming for automated
breast field-in-field planning accomplished a significant enhancement in planning
efficiency without degrading the plan quality, relative to the manual field-in-field
procedure.
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Affiliation(s)
- Hojin Kim
- 1 Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jungwon Kwak
- 1 Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jinhong Jung
- 1 Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Chiyoung Jeong
- 1 Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Kyoungjun Yoon
- 1 Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sang-Wook Lee
- 1 Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seung Do Ahn
- 1 Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Eun Kyung Choi
- 1 Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Su Ssan Kim
- 1 Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Byungchul Cho
- 1 Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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15
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Supakalin N, Pesee M, Thamronganantasakul K, Promsensa K, Supaadirek C, Krusun S. Comparision of Different Radiotherapy Planning Techniques for Breast Cancer after Breast Conserving Surgery. Asian Pac J Cancer Prev 2018; 19:2929-2934. [PMID: 30362326 PMCID: PMC6291061 DOI: 10.22034/apjcp.2018.19.10.2929] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Objectives:To compare different radiotherapy planning techniques for breast cancer after breast conserving surgery.
Materials and methods: Eighteen patients with breast cancer who underwent breast conserving surgery were selected.
For each patient four different whole breast irradiation techniques including Tan, fIMRT, iIMRT and VMAT were
compared to the conventional tangential technique (Tan). Results: Mean maximum point dose (Dmax) for Tan, fIMRT,
iIMRT and VMAT were 110.17% (±1.87), 105.89% (±1.13), 106.47% (±0.92) and 106.99% (±1.16) (p<0.001). Mean
minimum point dose (Dmin) from Tan was 84.02% (±3.68) which was significantly higher than those from fIMRT,
iIMRT and VMAT which were 76.57% (±11.4), 67.69 %( ±19.20) and 80.69% (±7.06) (p<0.001). Only the mean
V95 of fIMRT was significantly less than Tan (p=0.01). Mean percentage of volume receiving ≥ 20 Gy (V20Gy) and
mean doses of the ipsilateral lung were 17.09% and 953.05 cGy, 16.60% and 879.20 cGy, 14.79% and 772.26 cGy,
15.32% and 984.34 cGy for Tan, fIMRT, iIMRT and VMAT. Only iIMRT had a significantly lower mean V20Gy and
the mean dose to ipsilateral lung in comparison with Tan. Significantly, high mean doses to the contralateral breast
(498.07 cGy, p<0.001) were observed in VMAT. Conclusion: The conventional tangential technique provides adequate
dose coverage but resulted in high dose-volumes. The iIMRT and fIMRT had significantly smaller high dose-volumes
and better conformity. VMAT demonstrated excellent dose homogeneity and conformity but an increased low-dose
volume outside the target should be of concern.
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Affiliation(s)
- Narudom Supakalin
- Division of Radiotherapy, Department of Radiology, Srinagarind Hospital, Faculty of Medicine, Khon Kaen University, Thailand.
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16
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Digesù C, Deodato F, Macchia G, Cilla S, Pieri M, Zamagni A, Farioli A, Buwenge M, Ferrandina G, Morganti AG. Hypofractionated radiotherapy after conservative surgery may increase low-intermediate grade late fibrosis in breast cancer patients. BREAST CANCER-TARGETS AND THERAPY 2018; 10:143-151. [PMID: 30323658 PMCID: PMC6174899 DOI: 10.2147/bctt.s167914] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Aim To compare late toxicity after postoperative hypofractionated radiotherapy (RT) and standard fractionated RT in patients with early-stage breast carcinoma. Methods This retrospective study included 447 patients (Modulated Accelerated Radiotherapy [MARA-1]: 317 patients, and control group [CG]: 130 patients). In the CG, the whole breast received 50.4 Gy in 28 fractions (fx) using 3D-radiotherapy, plus a sequential electron boost (10 Gy in 4 fx) to tumor bed. In MARA-1 group, a forward-planned intensity-modulated radiotherapy technique with 40 Gy in 16 fx with a concomitant boost of 4 Gy to breast was used. The primary endpoint was to evaluate late toxicity, and secondary endpoints were acute toxicity, local control, and survival. ClinicalTrials.gov: NCT03461224. Results Median follow-up was 52 months (range: 3–115 months). Late skin and subcutaneous toxicity were acceptable: 5-year actuarial cumulative incidence of Grade (G) 3 late skin toxicity was 1.5% in CG and 0.0% in MARA-1. Five-year actuarial cumulative incidence of G3 late subcutaneous toxicity was 0.8% in CG and 0.3% in MARA-1. On multivariate analysis, tobacco smoking and planning target volume were associated with an increased risk of late G1 skin toxicity (HR: 2.15, 95% CI: 1.38–3.34 and HR: 1.12, 95% CI: 1.07–1.18, respectively), whereas patients with a larger planning target volume also showed an increased risk of G1 and G2 late subcutaneous toxicity (HR: 1.14, CI 95%: 1.08–1.20 and HR: 1.14, 95% CI: 1.01–1.28, respectively). MARA-1 patients also showed an increased risk of late G1 and G2 subcutaneous toxicity (HR: 2.35, 95% CI: 1.61–3.41 and HR: 3.07, 95% CI: 1.11–8.53, respectively) compared to CG. Conclusion In this retrospective analysis, postoperative accelerated-hypofractionated RT for early-stage-breast carcinoma was associated with higher incidence of subcutaneous side effects. However, this increase was limited to G1–G2 toxicity. In the future, development of predictive models could help in tailoring dose and fractionation based on the risk of toxicity.
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Affiliation(s)
- Cinzia Digesù
- Radiotherapy Unit, General Oncology Unit, Fondazione Giovanni Paolo II, Campobasso, Italy,
| | - Francesco Deodato
- Radiotherapy Unit, General Oncology Unit, Fondazione Giovanni Paolo II, Campobasso, Italy,
| | - Gabriella Macchia
- Radiotherapy Unit, General Oncology Unit, Fondazione Giovanni Paolo II, Campobasso, Italy,
| | - Savino Cilla
- Medical Physics Unit, Fondazione Giovanni Paolo II, Campobasso, Italy
| | - Martina Pieri
- Radiotherapy Unit, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori, Meldola, Italy
| | - Alice Zamagni
- Radiation Oncology Center, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - Andrea Farioli
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Milly Buwenge
- Radiation Oncology Center, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - Gabriella Ferrandina
- Department of Woman and Child Health, Gynecologic Oncology Unit, Fondazione "Policlinico Universitario A. Gemelli", IRCSS, Universita' Cattolica Sacro Cuore, Rome, Italy
| | - Alessio G Morganti
- Radiation Oncology Center, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
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Rafic KM, Peace BST, Babu SES, Singh IRR. A Hybrid Conformal Planning Technique with Solitary Dynamic Portal for Postmastectomy Radiotherapy with Regional Nodes. J Med Phys 2017; 42:116-122. [PMID: 28974855 PMCID: PMC5618456 DOI: 10.4103/jmp.jmp_3_17] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 07/17/2017] [Accepted: 07/19/2017] [Indexed: 11/28/2022] Open
Abstract
PURPOSE This study focuses on incorporation of a solitary dynamic portal (SDP) in conformal planning for postmastectomy radiotherapy (PMRT) with nodal regions with an intention to overcome the treatment planning limitations imposed by conventional techniques. MATERIALS AND METHODS Twenty-four patients who underwent surgical mastectomy followed by PMRT were included in this study. Initially, a treatment plan comprising tangential beams fitted to beam's-eye-view (BEV) of chest wall (CW) and a direct anterior field fitted to BEV of nodal region, both sharing a single isocenter was generated using Eclipse treatment planning system. Multiple field-in-fields with optimum beam weights (5% per field) were added primarily from the medial tangent, fitted to BEV of entire target volume, and finally converted into a dynamic portal. Dosimetric analysis for the treatment plans and fluence verification for the dynamic portals were performed. RESULTS AND DISCUSSION Conformal plans with SDP showed excellent dose coverage (V95%>95%), higher degree of tumor dose conformity (≤1.25) and homogeneity (≤0.12) without compromising the organ at risk sparing for PMRT with nodal region. Treatment plans with SDP considerably reduced the lower isodose spread to the ipsilateral lung, heart, and healthy tissue without affecting the dose homogeneity. Further, gamma evaluation showed more than 96% pixel pass rate for standard 3%/3 mm dose difference and distance-to-agreement criteria. Moreover, this plan offers less probability of "geometrical miss" at the highly irregular CW with regional nodal radiotherapy. CONCLUSION Hybrid conformal plans with SDP would facilitate improved dose distribution and reduced uncertainty in delivery and promises to be a suitable treatment option for complex postmastectomy CW with regional nodal irradiation.
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Affiliation(s)
- K. Mohamathu Rafic
- Department of Radiotherapy, Christian Medical College, Vellore, Tamil Nadu, India
| | - B. S. Timothy Peace
- Department of Radiotherapy, Christian Medical College, Vellore, Tamil Nadu, India
| | | | - I. Rabi Raja Singh
- Department of Radiotherapy, Christian Medical College, Vellore, Tamil Nadu, India
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Rahimy E, Hong JC, Gross CP, Hu X, Soulos PR, Shafman T, Connor HJ, Ross R, Yu JB, Dosoretz A, Evans SB. Increased Number of Beam Angles Is Associated With Higher Cardiac Dose in Adjuvant Fixed Gantry Intensity Modulated Radiation Therapy of Left-Sided Breast Cancer. Int J Radiat Oncol Biol Phys 2017; 99:1137-1145. [PMID: 28864402 DOI: 10.1016/j.ijrobp.2017.06.2451] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Revised: 05/09/2017] [Accepted: 06/19/2017] [Indexed: 01/16/2023]
Abstract
PURPOSE To analyze the relationship between angle number and mean heart dose (MHD) in adjuvant fixed gantry intensity modulated radiation therapy (FG-IMRT) treatment of left-sided breast cancer as is currently practiced in the community. METHODS AND MATERIALS We performed a retrospective, multi-institutional review of women with left-sided breast cancer receiving adjuvant FG-IMRT between 2012 and 2014, encompassing 85 centers in 15 states. Bivariate and multivariate regression analyses were done to identify factors associated with MHD. Long-term cardiac risk was estimated according to a previously published model. RESULTS Of the 538 women included, 284 had >2 gantry angle treatment plans (multi-angle), and 254 had 2 gantry angle (standard) plans. Median MHD was higher in patients with multi-angle plans compared with standard (median 475 vs 203 cGy). Number of gantry angles was significantly associated with MHD, with multi-angle plans independently increasing MHD by 229 cGy. Absolute risk of acute coronary events 20 years after treatment was estimated as 7 excess events per 1000 women for standard plans, compared with 12 excess events for multi-angle plans. CONCLUSIONS Fixed gantry IMRT breast treatment plans with >2 gantry angles were associated with increased MHD, which translated to an increased cardiac risk. Clinicians should account for this potential drawback in treatment technique when assessing overall plan quality.
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Affiliation(s)
- Elham Rahimy
- Department of Therapeutic Radiology, Yale School of Medicine, New Haven, Connecticut.
| | - Julian C Hong
- Department of Radiation Oncology, Duke University, Durham, North Carolina
| | - Cary P Gross
- Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale School of Medicine, New Haven, Connecticut; Department of Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Xin Hu
- Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale School of Medicine, New Haven, Connecticut
| | - Pamela R Soulos
- Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale School of Medicine, New Haven, Connecticut
| | - Timothy Shafman
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut; 21st Century Oncology, Fort Myers, Florida
| | - Henry J Connor
- Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale School of Medicine, New Haven, Connecticut; Department of Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Rudi Ross
- 21st Century Oncology, Fort Myers, Florida
| | - James B Yu
- Department of Therapeutic Radiology, Yale School of Medicine, New Haven, Connecticut; Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale School of Medicine, New Haven, Connecticut
| | - Arie Dosoretz
- Department of Therapeutic Radiology, Yale School of Medicine, New Haven, Connecticut; 21st Century Oncology, Fort Myers, Florida
| | - Suzanne B Evans
- Department of Therapeutic Radiology, Yale School of Medicine, New Haven, Connecticut; Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale School of Medicine, New Haven, Connecticut
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Short tangential arcs in VMAT based breast and chest wall radiotherapy lead to conformity of the breast dose with lesser cardiac and lung doses: a prospective study of breast conservation and mastectomy patients. AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE 2017; 40:729-736. [DOI: 10.1007/s13246-017-0558-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Accepted: 05/10/2017] [Indexed: 10/19/2022]
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Kim H, Kwak J, Jeong C, Cho B. Institutional Applications of Eclipse Scripting Programming Interface to Clinical Workflows in Radiation Oncology. ACTA ACUST UNITED AC 2017. [DOI: 10.14316/pmp.2017.28.3.122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- Hojin Kim
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jungwon Kwak
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Chiyoung Jeong
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Byungchul Cho
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Athiyaman H, m A, Chougule A, Hs K. Estimated Risk of Radiation Induced Contra Lateral Breast Cancer Following Chest Wall Irradiation by Conformal Wedge Field and Forward Intensity Modulated Radiotherapy Technique for Post-Mastectomy Breast Cancer Patients. Asian Pac J Cancer Prev 2016; 17:5107-5111. [PMID: 28122442 PMCID: PMC5454644 DOI: 10.22034/apjcp.2016.17.12.5107] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Background: Epidemiological studies have indicated an increasing incidence of radiation induced secondary cancer (SC) in breast cancer patients after radiotherapy (RT), most commonly in the contra-lateral breast (CLB). The present study was conducted to estimate the SC risk in the CLB following 3D conformal radiotherapy techniques (3DCRT) including wedge field and forward intensity modulated radiotherapy (fIMRT) based on the organ equivalent dose (OED). Material and Methods: RT plans treating the chest wall with conformal wedge field and fIMRT plans were created for 30 breast cancer patients. The risks of radiation induced cancer were estimated for the CLB using dose-response models: a linear model, a linear-plateau model and a bell-shaped model with full dose response accounting for fractionated RT on the basis of OED. Results: The plans were found to be ranked quite differently according to the choice of model; calculations based on a linear dose response model fIMRT predict statistically significant lower risk compared to the enhanced dynamic wedge (EDW) technique (p-0.0089) and a non-significant difference between fIMRT and physical wedge (PW) techniques (p-0.054). The widely used plateau dose response model based estimation showed significantly lower SC risk associated with fIMRT technique compared to both wedge field techniques (fIMRT vs EDW p-0.013, fIMRT vs PW p-0.04). The full dose response model showed a non-significant difference between all three techniques in the view of second CLB cancer. Finally the bell shaped model predicted interestingly that PW is associated with significantly higher risk compared to both fIMRT and EDW techniques (fIMRT vs PW p-0.0003, EDW vs PW p-0.0032). Conclusion: In conclusion, the SC risk estimations of the CLB revealed that there is a clear relation between risk associated with wedge field and fIMRT technique depending on the choice of model selected for risk comparison.
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Xu H, Hatcher G. Treatment planning study of Volumetric Modulated Arc Therapy and three dimensional field-in-field techniques for left chest-wall cancers with regional lymph nodes. Rep Pract Oncol Radiother 2016; 21:517-524. [PMID: 27698592 PMCID: PMC5036511 DOI: 10.1016/j.rpor.2016.07.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Revised: 03/31/2016] [Accepted: 07/07/2016] [Indexed: 11/22/2022] Open
Abstract
AIM This study aims to investigate whether there are dosimetric advantages to using VMAT (Volumetric Modulated Arc Therapy) for left-sided chest-wall patients over the three-dimensional conformal field-in-field (FinF) technique. BACKGROUND There is a lack of dosimetric studies dedicated for chest-wall patients. Potential dosimetric advantage could be obtained using VMAT due to complex geometry of PTVs (Planning Target Volumes) and OARs (Organs at Risk) in chest-wall and lymph nodes. MATERIALS AND METHODS VMAT and FinF plans were generated and evaluated based on DVHs (Dose Volume Histograms) for both PTVs and OARs for 22 left-sided chest-wall patients with involved regional nodes. PTV HIs (Homogeneity Indices) and CIs (Conformity Indices), and EUDs (Equivalent Uniform Doses) for PTVs and OARs were also evaluated for comparisons between VMAT and FinF. RESULTS FinF planning met PTV criteria adequately in all cases except two. In these two cases, VMAT was able to meet PTV criteria adequately. VMAT demonstrated significant reduction in left lung V20 Gy in chest-wall patients compared to FinF plans. The volumes of the right lung and right breast receiving 5 Gy were much higher in VMAT than those in FinF for all patients. CONCLUSIONS Compared to the FinF technique, there is a generally limited benefit using VMAT for left-sided chest-wall patients due to large low-dose-bath to OARs with insignificant improvement in PTV coverage. In case where FinF planning cannot meet dose constrains, VMAT provides a viable option. The use of VMAT planning over the FinF technique in chest-wall cancers should be carefully analyzed on an individual basis.
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Affiliation(s)
- Heping Xu
- Cape Breton Cancer Centre, Nova Scotia Health Authority, 1482 George St., Sydney, NS, Canada B1P 1P3
- Department of Radiation Oncology, Dalhousie University, Halifax, NS, Canada
| | - Gillian Hatcher
- Cape Breton Cancer Centre, Nova Scotia Health Authority, 1482 George St., Sydney, NS, Canada B1P 1P3
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Attar MA, Bahadur YA, Constantinescu CT, Eltaher MM. Lung dose analysis in loco-regional hypofractionated radiotherapy of breast cancer. Saudi Med J 2016; 37:631-7. [PMID: 27279508 PMCID: PMC4931643 DOI: 10.15537/smj.2016.6.14008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVES To report the ipsilateral lung dosimetry data of breast cancer (BC) patients treated with loco-regional hypofractionated radiotherapy (HFRT). METHODS Treatment plans of 150 patients treated in the Radiotherapy Unit, King Abdulaziz University Hospital, Jeddah, Kingdom of Saudi Arabia between January 2012 and March 2015 by HFRT for BC were retrospectively reviewed. All patients received 42.4 Gy in 16 fractions by tangential and supra-clavicular fields with 6 MV, 18 MV, or mixed energies. Ipsilateral lung dosimetric data V20Gy and mean lung dose (MLD) were recorded. Correlations between lung dose, patient characteristics, and treatment delivery parameters were assessed by a logistic regression test. RESULTS The mean ipsilateral lung V20Gy was 24.6% and mean MLD was 11.9 Gy. A weak, but statistically significant correlation was found between lung dose and lung volume (p=0.043). The lung dose was significantly decreasing with patient separation and depth of axillary lymph node (ALN) and supra-claviculary lymph nodes (SCLN) (p less than 0.0001), and increasing with ALN (p=0.001) and SCLN (p=0.003) dose coverage. Lung dose significantly decreased with beam energy (p less than 0.0001): mean V20Gy was 27.8%, 25.4% for 6 MV, mixed energy, and 21.2% for 18 MV. The use of a low breast-board angle correlates with low lung dose. CONCLUSION Our data suggest that the use of high energy photon beams and low breast-board angulation can reduce the lung dose.
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Affiliation(s)
- Mohammad A Attar
- Department of Radiology, King Abdulaziz University Hospital, Jeddah, Kingdom of Saudi Arabia. E-mail.
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Currey AD, Bergom C, Kelly TR, Wilson JF. Reducing the Human Burden of Breast Cancer: Advanced Radiation Therapy Yields Improved Treatment Outcomes. Breast J 2015; 21:610-20. [PMID: 26412023 DOI: 10.1111/tbj.12495] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Radiation therapy is an important modality in the treatment of patients with breast cancer. While its efficacy in the treatment of breast cancer was known shortly after the discovery of x-rays, significant advances in radiation delivery over the past 20 years have resulted in improved patient outcomes. With the development of improved systemic therapy, optimizing local control has become increasingly important and has been shown to improve survival. Better understanding of the magnitude of treatment benefit, as well as patient and biological factors that confer an increased recurrence risk, have allowed radiation oncologists to better tailor treatment decisions to individual patients. Furthermore, significant technological advances have occurred that have reduced the acute and long-term toxicity of radiation treatment. These advances continue to reduce the human burden of breast cancer. It is important for radiation oncologists and nonradiation oncologists to understand these advances, so that patients are appropriately educated about the risks and benefits of this important treatment modality.
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Affiliation(s)
- Adam D Currey
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Carmen Bergom
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Tracy R Kelly
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - J Frank Wilson
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, Wisconsin
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Beck RE, Kim L, Yue NJ, Haffty BG, Khan AJ, Goyal S. Treatment techniques to reduce cardiac irradiation for breast cancer patients treated with breast-conserving surgery and radiation therapy: a review. Front Oncol 2014; 4:327. [PMID: 25452938 PMCID: PMC4231838 DOI: 10.3389/fonc.2014.00327] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Accepted: 10/30/2014] [Indexed: 12/25/2022] Open
Abstract
Thousands of women diagnosed with breast cancer each year receive breast-conserving surgery followed by adjuvant radiation therapy. For women with left-sided breast cancer, there is risk of potential cardiotoxicity from the radiation therapy. As data have become available to quantify the risk of cardiotoxicity from radiation, strategies have also developed to reduce the dose of radiation to the heart without compromising radiation dose to the breast. Several broad categories of techniques to reduce cardiac radiation doses include breath hold techniques, prone positioning, intensity-modulated radiation therapy, and accelerated partial breast irradiation, as well as many small techniques to improve traditional three-dimensional conformal radiation therapy. This review summarizes the published scientific literature on the various techniques to decrease cardiac irradiation in women treated to the left breast for breast cancer after breast-conserving surgery.
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Affiliation(s)
- Robert E Beck
- Department of Radiation Oncology, Rutgers Robert Wood Johnson Medical School, Rutgers Cancer Institute of New Jersey , New Brunswick, NJ , USA
| | - Leonard Kim
- Department of Radiation Oncology, Rutgers Robert Wood Johnson Medical School, Rutgers Cancer Institute of New Jersey , New Brunswick, NJ , USA
| | - Ning J Yue
- Department of Radiation Oncology, Rutgers Robert Wood Johnson Medical School, Rutgers Cancer Institute of New Jersey , New Brunswick, NJ , USA
| | - Bruce G Haffty
- Department of Radiation Oncology, Rutgers Robert Wood Johnson Medical School, Rutgers Cancer Institute of New Jersey , New Brunswick, NJ , USA
| | - Atif J Khan
- Department of Radiation Oncology, Rutgers Robert Wood Johnson Medical School, Rutgers Cancer Institute of New Jersey , New Brunswick, NJ , USA
| | - Sharad Goyal
- Department of Radiation Oncology, Rutgers Robert Wood Johnson Medical School, Rutgers Cancer Institute of New Jersey , New Brunswick, NJ , USA
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Rochlin DH, Jeong AR, Goldberg L, Harris T, Mohan K, Seal S, Canner J, Sacks JM. Postmastectomy radiation therapy and immediate autologous breast reconstruction: Integrating perspectives from surgical oncology, radiation oncology, and plastic and reconstructive surgery. J Surg Oncol 2014; 111:251-7. [DOI: 10.1002/jso.23804] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2014] [Accepted: 09/05/2014] [Indexed: 11/06/2022]
Affiliation(s)
- Danielle H. Rochlin
- Department of Plastic and Reconstructive Surgery; Johns Hopkins University School of Medicine; Baltimore Maryland
| | - Ah-Reum Jeong
- Keck School of Medicine of University of Southern California; Los Angeles California
| | - Leah Goldberg
- Department of Plastic and Reconstructive Surgery; Johns Hopkins University School of Medicine; Baltimore Maryland
| | - Timothy Harris
- Department of Radiation Oncology; Johns Hopkins University School of Medicine; Baltimore Maryland
| | - Kriti Mohan
- Division of Plastic Surgery; Baylor College of Medicine; Houston Texas
| | - Stella Seal
- Welch Medical Library; Johns Hopkins University; Baltimore Maryland
| | - Joe Canner
- Center for Surgical Trials and Outcomes Research (CSTOR); Johns Hopkins University School of Medicine; Baltimore Maryland
| | - Justin M. Sacks
- Department of Plastic and Reconstructive Surgery; Johns Hopkins University School of Medicine; Baltimore Maryland
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Cilla S, Digesù C, Macchia G, Deodato F, Sallustio G, Piermattei A, Morganti A. Clinical implications of different calculation algorithms in breast radiotherapy: A comparison between pencil beam and collapsed cone convolution. Phys Med 2014; 30:473-81. [DOI: 10.1016/j.ejmp.2014.01.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2013] [Revised: 01/09/2014] [Accepted: 01/11/2014] [Indexed: 11/30/2022] Open
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Kim H, Bae H, Lee MY, Cheong KH, Kim KJ, Han T, Kang SK, Park S, Hwang T, Yoon JW, Kim LS. Analysis of predictive factors for lung injury after forward-planned intensity-modulated radiotherapy in whole breast irradiation. J Breast Cancer 2014; 17:69-75. [PMID: 24744800 PMCID: PMC3988345 DOI: 10.4048/jbc.2014.17.1.69] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2013] [Accepted: 02/21/2014] [Indexed: 11/30/2022] Open
Abstract
Purpose This study was performed to assess frequency, timings of occurrence, and predictors of radiologic lung damage (RLD) after forward-planned intensity-modulated radiotherapy (FIMRT) for whole breast irradiation. Methods We retrospectively reviewed medical records of 157 breast cancer patients and each of their serial chest computed tomography (CT) taken 4, 10, 16, and 22 months after completion of breast radiotherapy (RT). FIMRT was administered to whole breast only (n=152), or whole breast and supraclavicular regions (n=5). Dosimetric parameters, such as mean lung dose and lung volume receiving more than 10 to 50 Gy (V10-V50), and clinical parameters were analyzed in relation to radiologic lung damage. Results In total, 104 patients (66.2%) developed RLD after whole breast FIMRT. Among the cases of RLD, 84.7% were detected at 4 months, and 15.3% at 10 months after completion of RT. More patients of 47 or younger were found to have RLD at 10 months after RT than patients older than the age (11.7% vs. 2.9%, p=0.01). In univariate and multivariate analyses, age >47 and V40 >7.2% were significant predictors for higher risk of RLD. Conclusion RLD were not infrequently detected in follow-up CT after whole breast FIMRT. More detected cases of RLD among younger patients are believed to have developed at later points after RT than those of older patients. Age and V40 were significant predictors for RLD after whole breast intensity-modulated radiotherapy.
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Affiliation(s)
- Haeyoung Kim
- Department of Radiation Oncology, Hallym University Dongtan Sacred Heart Hospital, Hwaseong, Korea
| | - Hoonsik Bae
- Department of Radiation Oncology, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Me-Yeon Lee
- Department of Radiation Oncology, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Kwang-Ho Cheong
- Department of Radiation Oncology, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Kyoung Ju Kim
- Department of Radiation Oncology, Hallym University Kangnam Sacred Heart Hospital, Seoul, Korea
| | - Taejin Han
- Department of Radiation Oncology, Hallym University Kangdong Sacred Heart Hospital, Seoul, Korea
| | - Sei-Kwon Kang
- Department of Radiation Oncology, Hallym University Kangdong Sacred Heart Hospital, Seoul, Korea
| | - Soah Park
- Department of Radiation Oncology, Hallym University Kangnam Sacred Heart Hospital, Seoul, Korea
| | - Taejin Hwang
- Department of Radiation Oncology, Hallym University Chuncheon Sacred Heart Hospital, Chuncheon, Korea
| | - Jai-Woong Yoon
- Department of Radiation Oncology, Hallym University Dongtan Sacred Heart Hospital, Hwaseong, Korea
| | - Lee Su Kim
- Division of Breast and Endocrine Surgery, Hallym University Sacred Heart Hospital, Anyang, Korea
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Cilla S, Digesù C, Macchia G, Deodato F, Morganti AG. Comment on “Field-in-field plan does not improve the dosimetric out come compared with the wedged beams plan for breast cancer radiotherapy” by Sun, L.-M.; et al. Med. Dosim. 39:79–82; 2014. Med Dosim 2014; 39:285. [DOI: 10.1016/j.meddos.2014.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 05/06/2014] [Indexed: 10/25/2022]
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Cilla S, Kigula-Mugambe J, Digesù C, Macchia G, Bogale S, Massaccesi M, Dawotola D, Deodato F, Buwenge M, Caravatta L, Piermattei A, Valentini V, Morganti AG. Forward-planned intensity modulated radiation therapy using a cobalt source: A dosimetric study in breast cancer. J Med Phys 2013; 38:125-31. [PMID: 24049319 PMCID: PMC3775036 DOI: 10.4103/0971-6203.116367] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2012] [Revised: 03/11/2013] [Accepted: 03/11/2013] [Indexed: 11/16/2022] Open
Abstract
This analysis evaluates the feasibility and dosimetric results of a simplified intensity-modulated radiotherapy (IMRT) treatment using a cobalt-therapy unit for post-operative breast cancer. Fourteen patients were included. Three plans per patient were produced by a cobalt-60 source: A standard plan with two wedged tangential beams, a standard tangential plan optimized without the use of wedges and a plan based on the forward-planned “field-in-field” IMRT technique (Co-FinF) where the dose on each of the two tangential beams was split into two different segments and the two segments weight was determined with an iterative process. For comparison purposes, a 6-MV photon standard wedged tangential treatment plan was generated. Dmean, D98%, D2%, V95%, V107%, homogeneity, and conformity indices were chosen as parameters for comparison. Co-FinF technique improved the planning target volume dose homogeneity compared to other cobalt-based techniques and reduced maximum doses (D2%) and high-dose volume (V110%). Moreover, it showed a better lung and heart dose sparing with respect to the standard approach. The higher dose homogeneity may encourage the adoption of accelerated-hypofractionated treatments also with the cobalt sources. This approach can promote the spread of breast conservative treatment in developing countries.
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Affiliation(s)
- Savino Cilla
- Medical Physics Unit, Fondazione di Ricerca e Cura "Giovanni Paolo II", Università Cattolica del Sacro Cuore, Campobasso, Italy
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Kretschmer M, Sabatino M, Blechschmidt A, Heyden S, Grünberg B, Würschmidt F. The impact of flattening-filter-free beam technology on 3D conformal RT. Radiat Oncol 2013; 8:133. [PMID: 23725479 PMCID: PMC3695843 DOI: 10.1186/1748-717x-8-133] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Accepted: 05/24/2013] [Indexed: 12/25/2022] Open
Abstract
Background The removal of the flattening filter (FF) leads to non-uniform fluence distribution with a considerable increase in dose rate. It is possible to adapt FFF beams (flattening-filter-free) in 3D conformal radiation therapy (3D CRT) by using field in field techniques (FiF). The aim of this retrospective study is to clarify whether the quality of 3D CRT plans is influenced by the use of FFF beams. Method This study includes a total of 52 CT studies of RT locations that occur frequently in clinical practice. Dose volume targets were provided for the PTV of breast (n=13), neurocranium (n=11), lung (n=7), bone metastasis (n=10) and prostate (n=11) in line with ICRU report 50/62. 3D CRT planning was carried out using FiF methods. Two clinically utilized photon energies are used for a Siemens ARTISTE linear accelerator in FFF mode at 7MVFFF and 11MVFFF as well as in FF mode at 6MVFF and 10MVFF. The plan quality in relation to the PTV coverage, OAR (organs at risk) and low dose burden as well as the 2D dosimetric verification is compared with FF plans. Results No significant differences were found between FFF and FF plans in the mean dose for the PTV of breast, lung, spine metastasis and prostate. The low dose parameters V5Gy and V10Gy display significant differences for FFF and FF plans in some subgroups. The DVH analysis of the OAR revealed some significant differences. Significantly more fields (1.9 – 4.5) were necessary in the use of FFF beams for each location (p<0.0001) in order to achieve PTV coverage. All the tested groups displayed significant increases (1.3 – 2.2 times) in the average number of necessary MU with the use of FFF beams (p<0.001). Conclusions This study has shown that the exclusive use of a linear accelerator in FFF mode is feasible in 3D CRT. It was possible to realize RT plans in comparable quality in typical cases of clinical radiotherapy. The 2D dosimetric validation of the modulated fields verified the dose calculation and thus the correct reproduction of the characteristic FFF parameters in the planning system that was used.
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Affiliation(s)
- Matthias Kretschmer
- Department of Radiation Therapy and Radiooncology, Radiologische Allianz Hamburg, Hamburg, Germany.
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Evaluation of organ-specific peripheral doses after 2-dimensional, 3-dimensional and hybrid intensity modulated radiation therapy for breast cancer based on Monte Carlo and convolution/superposition algorithms: Implications for secondary cancer risk assessment. Radiother Oncol 2013; 106:33-41. [DOI: 10.1016/j.radonc.2012.11.012] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Revised: 10/10/2012] [Accepted: 11/18/2012] [Indexed: 11/18/2022]
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Yang DS, Lee JA, Yoon WS, Chung SY, Lee S, Kim CY, Park YJ, Son GS. Whole breast irradiation for small-sized breasts after conserving surgery: is the field-in-field technique optimal? Breast Cancer 2012; 21:162-9. [PMID: 22535568 DOI: 10.1007/s12282-012-0365-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2012] [Accepted: 03/26/2012] [Indexed: 11/24/2022]
Abstract
BACKGROUND To determine the optimal whole breast irradiation technique in patients with small-sized breasts, tangential and field-in-field IMRT (FIF) techniques were compared. METHODS Sixteen patients with ≤3 cm breast height and ≤350 cc volume were included. Seven patients had 4D CTs performed. The planning target volumes (PTV), editing 5 and 2 mm from the surface on the whole breast, were delineated and called PTV(5) and PTV(2), respectively. Dose-volume histograms of tangential techniques with open beam (OT) and wedge filter (WT), conventional FIF (cFIF), and modified FIF (mFIF) blocking out the lung were produced. Various dose-volume parameters, the dose heterogeneity index (DHtrI), dose homogeneity index (DHmI), and PTV dose improvement (PDI) were calculated. RESULTS OT compared with WT showed a significantly favorable V 90 of the heart and lung, and PTV(5)-dose distribution. Comparing OT and cFIF, OT showed significant improvement in the V 95 of PTV(2), whereas cFIF showed significant improvement in the V 95, DHtrI, DHmI, and PDI of the PTV(5). In comparing cFIF and mFIF, mFIF showed improved dose distributions of the heart and lung, while cFIF presented the better V 95, DHtrI, DHmI, and PDI of the PTV(5). Respiratory influences on the absolute dose were mostly within 1 %. The ratio of free breathing and each respiratory phase was similar among OT, cFIF, and mFIF. CONCLUSIONS cFIF has favorable dose conformity and is suggested to be an optimal method for small-sized breasts. However, OT for dose coverage close to the skin and mFIF for normal tissue may also be potential alternatives. Respiratory effects are minimal.
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Affiliation(s)
- Dae Sik Yang
- Department of Radiation Oncology, Guro Hospital, Korea University Medical Center, Gurodong-gil 97, Guro-gu, Seoul, 152-703, Republic of Korea
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