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Das A, Giuliani M, Bezjak A. Radiotherapy for Lung Metastases: Conventional to Stereotactic Body Radiation Therapy. Semin Radiat Oncol 2023; 33:172-180. [PMID: 36990634 DOI: 10.1016/j.semradonc.2022.11.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
The lung parenchyma and adjacent tissues are one of the most common sites of metastatic disease. Traditionally, the approach to treatment of a patient with lung metastases has been with systemic therapy, with radiotherapy being reserved for palliative management of symptomatic disease. The concept of oligo metastatic disease has paved the way for more radical treatment options, administered either alone or as local consolidative therapy in addition to systemic treatment. The modern-day management of lung metastases is guided by a number of factors, including the number of lung metastases, extra-thoracic disease status, overall performance status, and life expectancy, which all help determine the goals of care. Stereotactic body radiotherapy (SBRT) has emerged as a safe and effective method in locally controlling lung metastases, in the oligo metastatic or oligo-recurrent setting. This article outlines the role of radiotherapy in multimodality management of lung metastases.
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Kapoor R, Sleeman W, Palta J, Weiss E. 3D deep convolution neural network for radiation pneumonitis prediction following stereotactic body radiotherapy. J Appl Clin Med Phys 2023; 24:e13875. [PMID: 36546583 PMCID: PMC10018674 DOI: 10.1002/acm2.13875] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 09/11/2022] [Accepted: 11/29/2022] [Indexed: 12/24/2022] Open
Abstract
In this study, we investigated 3D convolutional neural networks (CNNs) with input from radiographic and dosimetric datasets of primary lung tumors and surrounding lung volumes to predict the likelihood of radiation pneumonitis (RP). Pre-treatment, 3- and 6-month follow-up computed tomography (CT) and 3D dose datasets from one hundred and ninety-three NSCLC patients treated with stereotactic body radiotherapy (SBRT) were retrospectively collected and analyzed for this study. DenseNet-121 and ResNet-50 models were selected for this study as they are deep neural networks and have been proven to have high accuracy for complex image classification tasks. Both were modified with 3D convolution and max pooling layers to accept 3D datasets. We used a minority class oversampling approach and data augmentation to address the challenges of data imbalance and data scarcity. We built two sets of models for classification of three (No RP, Grade 1 RP, Grade 2 RP) and two (No RP, Yes RP) classes as outputs. The 3D DenseNet-121 models performed better (F1 score [0.81], AUC [0.91] [three class]; F1 score [0.77], AUC [0.84] [two class]) than the 3D ResNet-50 models (F1 score [0.54], AUC [0.72] [three-class]; F1 score [0.68], AUC [0.71] [two-class]) (p = 0.017 for three class predictions). We also attempted to identify salient regions within the input 3D image dataset via integrated gradient (IG) techniques to assess the relevance of the tumor surrounding volume for RP stratification. These techniques appeared to indicate the significance of the tumor and surrounding regions in the prediction of RP. Overall, 3D CNNs performed well to predict clinical RP in our cohort based on the provided image sets and radiotherapy dose information.
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Affiliation(s)
- Rishabh Kapoor
- Department of Radiation Oncology, Virginia Commonwealth University, Richmond, Virginia, USA
| | - William Sleeman
- Department of Radiation Oncology, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Jatinder Palta
- Department of Radiation Oncology, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Elisabeth Weiss
- Department of Radiation Oncology, Virginia Commonwealth University, Richmond, Virginia, USA
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Cases C, Benegas M, Sánchez M, Vollmer I, Casas F, Gomà C, Mollà M. Biological equivalent dose is associated with radiological toxicity after lung stereotactic ablative radiation therapy. Radiother Oncol 2023; 183:109552. [PMID: 36813167 DOI: 10.1016/j.radonc.2023.109552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 01/18/2023] [Accepted: 02/06/2023] [Indexed: 02/24/2023]
Abstract
INTRODUCTION Stereotactic ablative radiation therapy (SABR) is the standard of care for inoperable early-stage non-small-cell lung cancer. Although the probability of grade ≥ II toxicities is low, many patients present radiological subclinical toxicities usually associated with long-term patient management challenges. We evaluated radiological changes and correlated them with the received Biological Equivalent Dose (BED). METHODS We retrospectively analyzed chest CT scans of 102 patients treated with SABR. An experienced radiologist evaluated the radiation-related changes 6 months and 2 years after SABR. The presence of consolidation, ground-glass opacities, organizing pneumonia pattern, atelectasis and the extent of affected lung were recorded. Dose-volume histograms of the lung healthy tissue were transformed to BED. Clinical parameters such as age, smoking habits, and previous pathologies were registered and correlations between BED and radiological toxicities were drawn. RESULTS We observed a positive and statistically significant correlation between lung BED over 300 Gy and the presence of organizing pneumonia pattern, the degree of lung affectation and the 2-year prevalence and/or increase of these radiological changes. Radiological changes in patients receiving BED > 300 Gy to a healthy lung volume ≥ 30 cc increased or remained in the 2 years follow-up scan. We found no correlation between radiological changes and the analyzed clinical parameters. CONCLUSIONS There seems to be a clear correlation between BEDs higher than 300 Gy and radiological changes both short and long term. If confirmed in an independent patient cohort, these findings could lead to the first radiotherapy dose constraints for grade I pulmonary toxicity.
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Affiliation(s)
- Carla Cases
- Department of Radiation Oncology, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Mariana Benegas
- Department of Radiology, Hospital Clínic de Barcelona, Barcelona, Spain; Thoracic Oncology Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Marcelo Sánchez
- Department of Radiology, Hospital Clínic de Barcelona, Barcelona, Spain; Thoracic Oncology Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Ivan Vollmer
- Department of Radiology, Hospital Clínic de Barcelona, Barcelona, Spain; Thoracic Oncology Unit, Hospital Clínic de Barcelona, Barcelona, Spain; Translational Research in Pulmonary Vascular Diseases: Cell Proliferation and Apoptotic Mechanisms in Pulmonary Arterial Hypertension, Institute for Biomedical Research August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Francesc Casas
- Department of Radiation Oncology, Hospital Clínic de Barcelona, Barcelona, Spain; Thoracic Oncology Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Carles Gomà
- Department of Radiation Oncology, Hospital Clínic de Barcelona, Barcelona, Spain; Translational Genomics and Targeted Therapies in Solid Tumors, Institute for Biomedical Research August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
| | - Meritxell Mollà
- Department of Radiation Oncology, Hospital Clínic de Barcelona, Barcelona, Spain; Thoracic Oncology Unit, Hospital Clínic de Barcelona, Barcelona, Spain; Translational Genomics and Targeted Therapies in Solid Tumors, Institute for Biomedical Research August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Department of Clinical Foundations, University of Barcelona, Barcelona Spain
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Yang H, Wang L, Shao G, Dong B, Wang F, Wei Y, Li P, Chen H, Chen W, Zheng Y, He Y, Zhao Y, Du X, Sun X, Wang Z, Wang Y, Zhou X, Lai X, Feng W, Shen L, Qiu G, Ji Y, Chen J, Jiang Y, Liu J, Zeng J, Wang C, Zhao Q, Yang X, Hu X, Ma H, Chen Q, Chen M, Jiang H, Xu Y. A combined predictive model based on radiomics features and clinical factors for disease progression in early-stage non-small cell lung cancer treated with stereotactic ablative radiotherapy. Front Oncol 2022; 12:967360. [PMID: 35982975 PMCID: PMC9380646 DOI: 10.3389/fonc.2022.967360] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Accepted: 07/05/2022] [Indexed: 12/04/2022] Open
Abstract
Purpose To accurately assess disease progression after Stereotactic Ablative Radiotherapy (SABR) of early-stage Non-Small Cell Lung Cancer (NSCLC), a combined predictive model based on pre-treatment CT radiomics features and clinical factors was established. Methods This study retrospectively analyzed the data of 96 patients with early-stage NSCLC treated with SABR. Clinical factors included general information (e.g. gender, age, KPS, Charlson score, lung function, smoking status), pre-treatment lesion status (e.g. diameter, location, pathological type, T stage), radiation parameters (biological effective dose, BED), the type of peritumoral radiation-induced lung injury (RILI). Independent risk factors were screened by logistic regression analysis. Radiomics features were extracted from pre-treatment CT. The minimum Redundancy Maximum Relevance (mRMR) and the Least Absolute Shrinkage and Selection Operator (LASSO) were adopted for the dimensionality reduction and feature selection. According to the weight coefficient of the features, the Radscore was calculated, and the radiomics model was constructed. Multiple logistic regression analysis was applied to establish the combined model based on radiomics features and clinical factors. Receiver Operating Characteristic (ROC) curve, DeLong test, Hosmer-Lemeshow test, and Decision Curve Analysis (DCA) were used to evaluate the model’s diagnostic efficiency and clinical practicability. Results With the median follow-up of 59.1 months, 29 patients developed progression and 67 remained good controlled within two years. Among the clinical factors, the type of peritumoral RILI was the only independent risk factor for progression (P< 0.05). Eleven features were selected from 1781 features to construct a radiomics model. For predicting disease progression after SABR, the Area Under the Curve (AUC) of training and validation cohorts in the radiomics model was 0.88 (95%CI 0.80-0.96) and 0.80 (95%CI 0.62-0.98), and AUC of training and validation cohorts in the combined model were 0.88 (95%CI 0.81-0.96) and 0.81 (95%CI 0.62-0.99). Both the radiomics and the combined models have good prediction efficiency in the training and validation cohorts. Still, DeLong test shows that there is no difference between them. Conclusions Compared with the clinical model, the radiomics model and the combined model can better predict the disease progression of early-stage NSCLC after SABR, which might contribute to individualized follow-up plans and treatment strategies.
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Affiliation(s)
- Hong Yang
- Department of Radiology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Lin Wang
- Shaoxing University School of Medicine, Shaoxing, China
| | - Guoliang Shao
- Department of Radiology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Baiqiang Dong
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University, Guangzhou, China
| | - Fang Wang
- Department of Radiology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Yuguo Wei
- Precision Health Institution, General Electric (GE) Healthcare, Hangzhou, China
| | - Pu Li
- Department of Radiation Physics, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Haiyan Chen
- Department of Radiology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Wujie Chen
- Department of Radiology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Yao Zheng
- Department of Radiology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Yiwei He
- Department of Radiology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Yankun Zhao
- Department of Radiology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Xianghui Du
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Xiaojiang Sun
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Zhun Wang
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Yuezhen Wang
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Xia Zhou
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Xiaojing Lai
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Wei Feng
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Liming Shen
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Guoqing Qiu
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Yongling Ji
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Jianxiang Chen
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Youhua Jiang
- Department of Thoracic Surgery, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Jinshi Liu
- Department of Thoracic Surgery, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Jian Zeng
- Department of Thoracic Surgery, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Changchun Wang
- Department of Thoracic Surgery, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Qiang Zhao
- Department of Thoracic Surgery, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Xun Yang
- Department of Thoracic Surgery, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Xiao Hu
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Honglian Ma
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Qixun Chen
- Department of Thoracic Surgery, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
| | - Ming Chen
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University, Guangzhou, China
| | - Haitao Jiang
- Department of Radiology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
- *Correspondence: Haitao Jiang, ; Yujin Xu,
| | - Yujin Xu
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China
- *Correspondence: Haitao Jiang, ; Yujin Xu,
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Jang SS, Shin Y, Park SY, Huh GJ, Yang YJ. Impact of tumor size and location on lung dose difference between stereotactic body radiation therapy techniques for non-small cell lung cancer. Thorac Cancer 2021; 12:3310-3318. [PMID: 34689429 PMCID: PMC8671891 DOI: 10.1111/1759-7714.14203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 10/08/2021] [Accepted: 10/10/2021] [Indexed: 11/25/2022] Open
Abstract
Background To evaluate the lung dose differences between three‐dimensional conformal radiotherapy (3D‐CRT) and intensity‐modulated radiation therapy (IMRT) techniques for lung stereotactic body radiation therapy (SBRT) and the correlations with tumor characteristics, such as size and location. Methods Dosimetric comparisons between the two SBRT techniques in high‐ and low‐ to intermediate‐dose regions were retrospectively performed using four planning indices and lung‐dose parameters in 31 lung tumors. The magnitude of differences in these parameters was analyzed with relation to the planning target volume (PTV) and location‐related parameters. Results The absolute differences between the two techniques in lung‐dose parameters were small in both ipsilateral and bilateral lungs. The dosimetric differences were mainly correlated with the PTV rather than location‐related parameters, with positive and negative correlations with the high‐dose and intermediate‐dose parameters, respectively. The distances from the ipsilateral lung centroid to the PTV center were not correlated with the differences in any of the lung‐dose parameters. Additionally, the negative correlations with the MLD and V20 differences disappeared after applying a more rapid dose fall‐off in the IMRT plans for tumors with small PTVs of ≤15 cc. Conclusions Lung dose differences between the 3D‐CRT and IMRT techniques for lung SBRT were mainly correlated with the PTV rather than location‐related parameters. Together with the dosimetric benefit in high‐dose lung regions of IMRT for larger tumors, the relative increases in the MLD and V20 for small‐sized tumors could be reduced by applying a more rapid dose fall‐off outside the PTV.
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Affiliation(s)
- Seong Soon Jang
- Department of Radiation Oncology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Yohan Shin
- Department of Radiation Oncology, Daejeon St. Mary's Hospital, Daejeon, Republic of Korea
| | - Suk Young Park
- Department of Internal Medicine, Daejeon St. Mary's Hospital, Daejeon, Republic of Korea
| | - Gil Ja Huh
- Department of Radiation Oncology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Young Jun Yang
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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Interobserver Variability in the Computed Tomography Assessment of Pulmonary Injury and Tumor Recurrence After Stereotactic Body Radiotherapy. J Thorac Imaging 2021; 35:302-308. [PMID: 32168165 DOI: 10.1097/rti.0000000000000495] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
PURPOSE To evaluate the interobserver agreement of chest computed tomography (CT) findings in the diagnosis of expected changes and local recurrence after stereotactic body radiation therapy (SBRT) in patients with early-stage lung cancer or a single pulmonary metastasis. MATERIALS AND METHODS A total of 54 patients with early-stage lung cancer or pulmonary metastasis who were treated with SBRT from 2007 to 2015 were included. The exclusion criteria were patients who presented with pulmonary infection during follow-up and patients who underwent a single CT during follow-up. The imaging features on CT were assessed by 3 blinded radiologists at the following 2 time points after SBRT: (a) early follow-up and (b) late follow-up (≥6 mo). The radiologists classified the findings as expected changes after SBRT or recurrence. Interobserver agreement was assessed by kappa and Wilcoxon statistics. RESULTS A total of 13 women and 41 men with a mean age of 75.3 (±8.9) years were selected. The total and per fraction SBRT doses were 54 Gy (interquartile range: 45 to 54) and 18 Gy (interquartile range: 15 to 18), respectively. All expected changes and findings suggestive of recurrence had an almost perfect agreement (κ>0.85) among readers, except for diffuse consolidation in the early period (κ=0.65). CONCLUSION CT findings demonstrate high interobserver agreement for expected changes and for findings indicating recurrence after SBRT.
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Mahadevan A, Emami B, Grimm J, Kleinberg LR, Redmond KJ, Welsh JS, Rostock R, Kemmerer E, Forster KM, Stanford J, Shah S, Asbell SO, LaCouture TA, Scofield C, Butterwick I, Xue J, Muacevic A, Adler JR. Potential Clinical Significance of Overall Targeting Accuracy and Motion Management in the Treatment of Tumors That Move With Respiration: Lessons Learnt From a Quarter Century of Stereotactic Body Radiotherapy From Dose Response Models. Front Oncol 2021; 10:591430. [PMID: 33634020 PMCID: PMC7900559 DOI: 10.3389/fonc.2020.591430] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 12/07/2020] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVE To determine the long-term normal tissue complication probability with stereotactic body radiation therapy (SBRT) treatments for targets that move with respiration and its relation with the type of respiratory motion management (tracking vs. compression or gating). METHODS A PubMed search was performed for identifying literature regarding dose, volume, fractionation, and toxicity (grade 3 or higher) for SBRT treatments for tumors which move with respiration. From the identified papers logistic or probit dose-response models were fitted to the data using the maximum-likelihood technique and confidence intervals were based on the profile-likelihood method in the dose-volume histogram (DVH) Evaluator. RESULTS Pooled logistic and probit models for grade 3 or higher toxicity for aorta, chest wall, duodenum, and small bowel suggest a significant difference when live motion tracking was used for targeting tumors with move with respiration which was on the average 10 times lower, in the high dose range. CONCLUSION Live respiratory motion management appears to have a better toxicity outcome when treating targets which move with respiration with very steep peripheral dose gradients. This analysis is however limited by sparsity of rigorous data due to poor reporting in the literature.
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Affiliation(s)
- Anand Mahadevan
- Department of Radiation Oncology, Geisinger Cancer Institute, Danville, PA, United States
| | - Bahman Emami
- Department of Radiation Oncology, Loyola University Medical Center, Chicago, IL, United States
| | - Jimm Grimm
- Department of Radiation Oncology, Geisinger Cancer Institute, Danville, PA, United States
| | - Lawrence R. Kleinberg
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Kristin J. Redmond
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - James S. Welsh
- Department of Radiation Oncology, Loyola University Medical Center, Chicago, IL, United States
| | - Robert Rostock
- Department of Radiation Oncology, Geisinger Cancer Institute, Danville, PA, United States
| | - Eric Kemmerer
- Department of Radiation Oncology, Geisinger Cancer Institute, Danville, PA, United States
| | - Kenneth M. Forster
- Department of Radiation Oncology, Geisinger Cancer Institute, Danville, PA, United States
| | - Jason Stanford
- Department of Radiation Oncology, Geisinger Cancer Institute, Danville, PA, United States
| | - Sunjay Shah
- Department of Radiation Oncology, Helen F. Graham Cancer Center, Christiana Care Health System, Newark, DE, United States
| | - Sucha O. Asbell
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, United States
| | - Tamara A. LaCouture
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, United States
| | - Carla Scofield
- Department of Radiation Oncology, Geisinger Cancer Institute, Danville, PA, United States
| | - Ian Butterwick
- Department of Radiation Oncology, Geisinger Cancer Institute, Danville, PA, United States
| | - Jinyu Xue
- Department of Radiation Oncology, New York University, New York City, NY, United States
| | | | - John R. Adler
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, United States
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Bourbonne V, Delafoy A, Lucia F, Quéré G, Pradier O, Schick U. Toxicity after volumetric modulated arc therapy for lung cancer: a monocentric retrospective study. Transl Lung Cancer Res 2021; 10:156-166. [PMID: 33569301 PMCID: PMC7867762 DOI: 10.21037/tlcr-20-406] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Background Intensity-modulated radiotherapy (RT) is now widely implemented and has replaced classical three-dimensional (3D)-RT in many tumor sites, as it allows a better target dose conformity and a better sparing of organs a risk (OAR), at the expense, however, of increasing the volume of low dose to normal tissues. Clinical data on toxicities using volumetric modulated arc therapy (VMAT) in lung cancer remain scarce. We aimed to report both acute (APT) and late (LPT) pulmonary and acute (AET) and late (LET) oesophageal toxicities in such setting. Methods All patients treated for a primary lung cancer with VMAT +/- chemotherapy (ChT) in our center from 2014 to 2018 were retrospectively included. Usual clinical, treatment and dosimetric features were collected. Univariate analysis was performed using the receiver operative characteristics approach while multivariate analysis (MVA) relied on logistic regression, calculated with Medcalc 14.8.1. Results In total, 167 patients were included, with a median age of 66 years (39-88 years). Median radiation dose was 66 Gy (30-66 Gy); 82% patients received concomitant (32.3%), induction (25.7%) or induction followed by concomitant ChT (24%). After a median follow-up of 14.0 months, the G ≥2 APT, AET, LPT and LET rates were 22.2%, 30.0%, 16.8% and 5.4%, respectively with low grade ≥3 toxicity rates (respectively, 3%, 6.6%, 3% and 0%). On MVA, APT was significantly associated with V30 to the homolateral lung, AET with age, LPT with MEVS while no feature remained significantly correlated with LET. Conclusions Low rates of pulmonary and esophageal toxicity were observed in our cohort. Larger prospective studies are needed to confirm these results.
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Affiliation(s)
- Vincent Bourbonne
- Radiation Oncology Department, CHRU Brest, Brest, France.,LaTIM, INSERM UMR 1101, Univ Brest, Brest, France
| | - Alice Delafoy
- Radiation Oncology Department, CHRU Brest, Brest, France
| | - François Lucia
- Radiation Oncology Department, CHRU Brest, Brest, France.,LaTIM, INSERM UMR 1101, Univ Brest, Brest, France
| | - Gilles Quéré
- Medical Oncology Department, CHRU Brest, Brest, France
| | - Olivier Pradier
- Radiation Oncology Department, CHRU Brest, Brest, France.,LaTIM, INSERM UMR 1101, Univ Brest, Brest, France
| | - Ulrike Schick
- Radiation Oncology Department, CHRU Brest, Brest, France.,LaTIM, INSERM UMR 1101, Univ Brest, Brest, France
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Nie X, Li L, Yi M, Qin W, Zhao W, Li F, Wu B, Yuan X. The Intestinal Microbiota Plays as a Protective Regulator Against Radiation Pneumonitis. Radiat Res 2020; 194:52-60. [PMID: 32330075 DOI: 10.1667/rr15579.1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 03/23/2020] [Indexed: 11/03/2022]
Abstract
Radiation pneumonitis is a common complication of thoracic irradiation for lung cancer patients. The healthy gut microbiota plays an important role in the local mucosal defense process as well as pulmonary immunomodulation of the host. However, the effect of the intestinal microbiota on radiation pneumonitis is not well understood. Here we studied how the intestinal microbiota affected the host response to radiation pneumonitis. C57BL/6 mice were administered antibiotics to induce disequilibrium in the gut microbiota, and subsequently irradiated. We found that the intestinal microbiota served as a protective mediator against radiation pneumonitis, as indicated by decreased body weight and increased mortality in antibiotic-treated mice. In mice with gut microbiota disequilibrium, more serious pathological lung damage was observed at two and four weeks postirradiation. Fecal microbiota transplantation into irradiated mice led to improvement from radiation-induced inflammation two weeks postirradiation. High-throughput sequencing of murine feces displayed conversion of flora diversity, bacterial composition and community structure in the absence of normal intestinal flora. We filtered the potentially important species among the gut microbiota and considered that the tissue-type plasminogen activator might be involved in the inflammatory process. This study reveals that the gut microbiota functions as a protective regulator against radiation pneumonitis. Additionally, fecal microbiota transplantation was shown to alleviate lung injury in the irradiated model. The protective role of the healthy gut microbiota and the utilization of the gut-lung axis show potential for innovative therapeutic strategies in radiation-induced lung injury.
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Affiliation(s)
- Xiaoqi Nie
- Department of Oncology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei Province, China
| | - Long Li
- Department of Oncology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei Province, China
| | - Minxiao Yi
- Department of Oncology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei Province, China
| | - Wan Qin
- Department of Oncology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei Province, China
| | - Weiheng Zhao
- Department of Oncology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei Province, China
| | - Fang Li
- Department of Oncology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei Province, China
| | - Bili Wu
- Department of Oncology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei Province, China
| | - Xianglin Yuan
- Department of Oncology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, Hubei Province, China
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Interobserver agreement between interpretations of acute changes after lung stereotactic body radiotherapy. Strahlenther Onkol 2020; 197:423-428. [PMID: 33231713 DOI: 10.1007/s00066-020-01711-y] [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: 04/16/2020] [Accepted: 11/02/2020] [Indexed: 10/22/2022]
Abstract
PURPOSE Stereotactic body radiation therapy (SBRT) is an effective treatment modality for inoperable early-stage lung cancer or metastatic lung lesions. Post-SBRT, acute radiological lung changes sometimes mimic tumor progression, so over-investigation may be applied. We aimed to reveal the interobserver agreement among physicians regarding acute radiographic changes on CT of the thorax obtained shortly after SBRT MATERIALS AND METHODS: Radiologic images of 20 lesions treated with SBRT were evaluated for acute lung changes. Two physicians, one senior and one junior, from diagnostic radiology, radiation oncology, nuclear medicine, and chest disease departments reviewed these images. The final interpretations were categorized as stable, regression/consolidation, progressive disease, and SBRT-related changes. The evaluations of the physicians were compared with the experienced reference radiation oncologist. The gold standard was accepted as the reference physician's final score. Unweighted Cohen's kappa (κ) coefficient was used for assessing interobserver agreement between physicians. RESULTS The evaluations of the physicians were compared with the reference radiation oncologist. The strongest coherence coefficient was found with the senior radiation oncologist (κ: 0.72). The kappa coefficients between the junior radiation oncologist, junior nuclear medicine physician, and the reference physician were 0.61 and 0.55, respectively. The disciplines with the lowest kappa coefficients were junior chest disease and senior radiologist, and the kappa values were 0.37 and 0.44, respectively. CONCLUSION Disciplines dealing with lung cancer treatment may not be aware of the various radiologic changes after SBRT or inexperienced in interpreting them from recurrence. Therefore, physicians must have detailed radiotherapy information such as planning target volume (PTV), dose/fractionation, etc. In addition, final evaluations should be performed in the multidisciplinary team dealing with the treatment of the patient.
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11
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Chassagnon G, Martini K, Giraud P, Revel MP. Radiological assessment after stereotactic body radiation of lung tumours. Cancer Radiother 2020; 24:379-387. [PMID: 32534799 DOI: 10.1016/j.canrad.2020.04.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 04/21/2020] [Indexed: 12/17/2022]
Abstract
The increasing use of stereotactic body radiation therapy for lung tumours comes along with new post-therapeutic imaging findings that should be known by physicians involved in patient follow-up. Radiation-induced lung injury is much more frequent than after conventional radiation therapy, it can also be delayed and has a different radiological presentation. Radiation-induced lung injury after stereotactic body radiation therapy involves the lung parenchyma surrounding the target tumour and appears as a dynamic process continuing for years after completion of the treatment. Thus, the radiological pattern and the severity of radiation-induced lung injury are prone to changes during follow-up, which can make it difficult to differentiate from local recurrence. Contrary to radiation-induced lung injury, local recurrence after stereotactic body radiation therapy is rare. Other complications mainly depend on tumour location and include airway complications, rib fractures and organizing pneumonia. The aim of this article is to provide a wide overview of radiological changes occurring after SBRT for lung tumours. Awareness of changes following stereotactic body radiation therapy should help avoiding unnecessary interventions for pseudo tumoral presentations.
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Affiliation(s)
- G Chassagnon
- Service de radiologie, hôpital Cochin, AP-HP, centre université de Paris, 27, rue du Faubourg-Saint-Jacques, 75014 Paris, France; Université de Paris, 12, rue de l'École-de-Médecine, 75006 Paris, France.
| | - K Martini
- Service de radiologie, hôpital Cochin, AP-HP, centre université de Paris, 27, rue du Faubourg-Saint-Jacques, 75014 Paris, France
| | - P Giraud
- Université de Paris, 12, rue de l'École-de-Médecine, 75006 Paris, France; Service de radiologie, hôpital européen Georges-Pompidou, AP-HP, centre université de Paris, 20, rue Leblanc, 75015 Paris, France
| | - M-P Revel
- Service de radiologie, hôpital Cochin, AP-HP, centre université de Paris, 27, rue du Faubourg-Saint-Jacques, 75014 Paris, France; Université de Paris, 12, rue de l'École-de-Médecine, 75006 Paris, France
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12
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Frerker B, Hildebrandt G. <p>Distinguishing Radiation Pneumonitis from Local Tumour Recurrence Following SBRT for Lung Cancer</p>. REPORTS IN MEDICAL IMAGING 2020. [DOI: 10.2147/rmi.s176901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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13
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Radiation-induced lung toxicity predictors: Retrospective analysis of 90 patients treated with stereotactic body radiation therapy for stage I non-small-cell lung carcinoma. Cancer Radiother 2020; 24:120-127. [PMID: 32173269 DOI: 10.1016/j.canrad.2019.11.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 11/04/2019] [Accepted: 11/06/2019] [Indexed: 12/25/2022]
Abstract
BACKGROUND The main complication after hypofractionated radiotherapy for lung carcinoma is radiation-induced lung toxicity, which can be divided into radiation pneumonitis (acute toxicity, occurring within 6 months) and lung fibrosis (late toxicity, occurring after 6 months). The literature describes several predictive factors related to the patient, to the tumor (volume, central location), to the dosimetry and to biological factors. MATERIALS AND METHODS This study is a retrospective analysis of 90 patients treated with stereotactic body irradiation for stage I non-small-cell lung carcinoma between December 2010 and May 2015. RESULTS Radiation pneumonitis was observed in 61.5% of the patients who were mainly asymptomatic (34%). Chronic obstructive pulmonary disease was not predictive of radiation pneumonitis, whereas active smoking was protective. Centrally located tumors were not more likely to result in this complication if the radiation schedule utilized adapted fractionation. In our study, no predictive factor was identified. Whereas the mean lung dose was a predictive factor in 3D radiotherapy, the lung volume irradiated at high doses seemed to be involved in the pathogenesis after hypofractionated radiotherapy. CONCLUSION The discovery of predictive factors for radiation pneumonitis is difficult due to the rarity of this complication, especially with an 8×7.5Gy schedule. Radiation pneumonitis seems to be correlated with the volume irradiated at high doses, which is in contrast to the known knowledge about the organs in parallel. This finding leads us to raise the hypothesis that vessel damage, organs in series, occurring during hypofractionated radiotherapy could be responsible for this toxicity.
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Mix M, Tanny S, Nsouli T, Alden R, Chaudhari R, Kincaid R, Rosenbaum PF, Bogart JA, Aridgides P. Outcomes Following Stereotactic Body Radiotherapy with Intensity-Modulated Therapy versus Three-Dimensional Conformal Radiotherapy in Early Stage Non-Small Cell Lung Cancer. LUNG CANCER-TARGETS AND THERAPY 2019; 10:151-159. [PMID: 31908556 PMCID: PMC6929968 DOI: 10.2147/lctt.s235713] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 11/29/2019] [Indexed: 11/23/2022]
Abstract
Introduction The treatment techniques used for stereotactic body radiation therapy (SBRT) for early-stage lung cancer continue to evolve. In this study, clinical outcomes following SBRT were evaluated according to the use of either 3D conformal radiotherapy (3DCRT) or intensity-modulated radiation therapy (IMRT). Patients and methods Patients with stage I NSCLC who received SBRT from 2007 to 2015 were retrospectively reviewed. Disease control and survival were assessed using Kaplan-Meier estimates. Dosimetric analyses for target dose heterogeneity and coverage were performed. Results A total of 297 patients with 351 lesions were included. 3DCRT was used in 52% and IMRT in 48%. IMRT was utilized at a higher rate in more recent years. The most common regimens were 48 Gy in 4 fractions and 54-60 Gy in 3 fractions. With a median follow up of 22.7 months, there were 17 local failures for a crude relapse rate of 5.7%. Local failure did not differ in patients treated with 3DCRT and IMRT (4.9% vs 6.5%, p=0.573). Mean dose to gross tumor volume (GTV) as a percent of prescription dose was higher with 3DCRT compared with IMRT (107.7% vs 103.6%, p < 0.0001). Tumor stage, histology, and SBRT regimen did not correlate with local tumor control. Overall survival for the entire population approximated 72% at 2 years. Treatment was well tolerated with 6 documented grade 3+ events. Conclusion In this single-institution cohort of SBRT for early-stage NSCLC, there was no discernible difference in clinical outcomes between those treated with 3DCRT and IMRT.
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Affiliation(s)
- Michael Mix
- Department of Radiation Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Sean Tanny
- Department of Radiation Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Tamara Nsouli
- Department of Radiation Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Ryan Alden
- Department of Radiation Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Rishabh Chaudhari
- Department of Radiation Oncology, University of Cincinnati/University Hospital Barrett Cancer Center, Cincinatti, OH 45267, USA
| | - Russell Kincaid
- Department of Radiation Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Paula F Rosenbaum
- Department of Public Health and Preventive Medicine, SUNY Upstate Medical University, Syracuse, NY, 13210, USA
| | - Jeffrey A Bogart
- Department of Radiation Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Paul Aridgides
- Department of Radiation Oncology, SUNY Upstate Medical University, Syracuse, NY 13210, USA
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15
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Zhang R, Wang C, Cui K, Chen Y, Sun F, Sun X, Xing L. Prognostic Role Of Computed Tomography Textural Features In Early-Stage Non-Small Cell Lung Cancer Patients Receiving Stereotactic Body Radiotherapy. Cancer Manag Res 2019; 11:9921-9930. [PMID: 31819630 PMCID: PMC6883938 DOI: 10.2147/cmar.s220587] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Accepted: 10/29/2019] [Indexed: 12/25/2022] Open
Abstract
Purpose The imaging features of patients with early-stage non-small cell lung cancer (NSCLC) receiving stereotactic body radiotherapy (SBRT) are crucial for the decision-making process to establish a treatment plan. The purpose of this study was to predict the clinical outcomes of SBRT from the textural features of pretreatment computed tomography (CT) images. Patients and methods Forty-one early-stage NSCLC patients who received SBRT were included in this retrospective study. In total, 72 textural features were extracted from the pretreatment contrast-enhanced CT images. Survival analysis was used to identify high-risk groups for progression-free survival (PFS) and disease-specific survival (DSS). Receiver operating characteristic (ROC) curve analysis was utilized to estimate the diagnostic abilities of the textural parameters. Univariable and multivariable Cox regression analyses were performed to evaluate the predictors of PFS and DSS. Results Four parameters, including entropy (P=0.003), second angular moment (SAM) (P=0.04), high-intensity long-run emphasis (HILRE) (P=0.046) and long-run emphasis (LRE) (P=0.042), were significant prognostic features for PFS. In addition, contrast (P=0.008), coarseness (P=0.017), low-intensity zone emphasis (LIZE) (P=0.01) and large number emphasis (LNE) (P=0.046) were significant prognostic factors for DSS. In the ROC analysis, the area under the curve (AUC) of coarseness for local recurrence (LR) was 0.722 (0.528–0.916), and the AUC of entropy for lymph node metastasis (LNM) was 0.771 (0.556–0.987). The four highest AUCs for distant metastasis (DM) were 0.885 (0.784–0.985) for LNE, 0.846 (0.733–0.959) for SAM, 0.731 (0.500–0.961) for LRE and 0.731 (0.585–0.876) for contrast. In the multivariable analysis, smoking and entropy were independent prognostic factors for PFS. Conclusion This exploratory study reveals that textual features derived from pretreatment CT scans have prognostic value in early-stage NSCLC patients treated with SBRT.
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Affiliation(s)
- Ran Zhang
- Cheeloo College of Medicine, Shandong University, Jinan, People's Republic of China.,Department of Radiation Oncology, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, People's Republic of China
| | - Changbin Wang
- Department of Radiation Oncology, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, People's Republic of China.,Department of Clinical Medicine, Jinan University, Jinan, Shandong, People's Republic of China
| | - Kai Cui
- Department of Clinical Medicine, Jinan University, Jinan, Shandong, People's Republic of China.,Department of Nuclear Medicine, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, People's Republic of China
| | - Yicong Chen
- Cheeloo College of Medicine, Shandong University, Jinan, People's Republic of China.,Department of Radiation Oncology, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, People's Republic of China
| | - Fenghao Sun
- Department of Radiation Oncology, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, People's Republic of China.,Department of Clinical Medicine, Weifang Medical University, Weifang, Shandong, People's Republic of China
| | - Xiaorong Sun
- Department of Nuclear Medicine, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, People's Republic of China
| | - Ligang Xing
- Department of Radiation Oncology, Shandong Key Laboratory of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, People's Republic of China
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Colnot J, Barraux V, Loiseau C, Berejny P, Batalla A, Gschwind R, Huet C. A new Monte Carlo model of a Cyberknife ® system for the precise determination of out-of-field doses. Phys Med Biol 2019; 64:195008. [PMID: 31387085 DOI: 10.1088/1361-6560/ab38e5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
In a previous work, a PENELOPE Monte Carlo model of a Cyberknife system equipped with fixed collimator was developed and validated for in-field dose evaluation. The aim of this work is to extend it to evaluate peripheral doses and to determine the precision of the treatment planning system (TPS) Multiplan in evaluating the off-axis doses. The Cyberknife® head model was completed with surrounding components based on manufacturer drawings. The contribution of the different head parts on the out-of-field dose was studied. To model the attenuation and the modification of particle energy caused by components not modelled, the photon transport was modified in one of the added components. The model was iteratively adjusted to fit dose profiles measured with EBT3 films and an ionization chamber for several collimator sizes. Finally, dose profiles were calculated using the two Multiplan TPS algorithms and were compared to our simulations. The contributions to out-of-field dose were identified as scattered radiation from the phantom and head leakage and scatter originating at the secondary collimator level. Particle transport in the additional pieces was modified to model this radiation. The maximum differences between simulated and measured doses are of 20.4%. Regarding the detector responses away from axis, EBT3 films and the Farmer chamber give similar response (less than 20% difference). The TPS Monte Carlo algorithm underestimates the doses away from axis more importantly for the smaller field sizes (up to 98%). Besides, RayTracing simplifies peripheral dose to a constant value with no inclusion of particle transport. A Monte Carlo model of a Cyberknife system for the determination of out-of-field doses up to 14 cm off-axis was successfully developed and validated for different depths and field sizes in comparison with measurements. This study also confirms that TPS algorithms do not model peripheral dose properly.
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Affiliation(s)
- J Colnot
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), Service de Recherche en Dosimétrie, Laboratoire de Dosimétrie des Rayonnements Ionisants, Fontenay-aux-Roses, France. Author to whom correspondence should be addressed
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Fractional exhaled nitric oxide as a potential biomarker for radiation pneumonitis in patients with non-small cell lung cancer: A pilot study. Clin Transl Radiat Oncol 2019; 19:103-109. [PMID: 31650045 PMCID: PMC6804548 DOI: 10.1016/j.ctro.2019.09.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 09/20/2019] [Indexed: 12/17/2022] Open
Abstract
Weekly FeNO during radiotherapy can be useful in predicting radiation pneumonitis. 6 months of clinical follow-up is necessary to detect delayed radiation pneumonitis. Pulmonary function tests are not predictable for radiation pneumonitis.
Introduction The aim of the study was to investigate repetitive fractional exhaled nitric oxide (FeNO) measurements during high-dose radiation therapy (HDRT) and to evaluate the use of FeNO to predict symptomatic radiation pneumonitis (RP) in patients being treated for non-small cell lung cancer (NSCLC). Materials and methods A total of 50 patients with NSCLC referred for HDRT were enrolled. FeNO was measured at baseline, weekly during HDRT, one month- and every third month after HDRT for a one-year follow-up period. The mean FeNO(visit 0-6) was calculated using the arithmetic mean of the baseline and weekly measurements during HDRT. Patients with grade ≥ 2 of RP according to the Common Terminology Criteria for Adverse Events (CTCAE) were considered symptomatic. Results A total of 42 patients completed HDRT and weekly FeNO measurements. Grade ≥ 2 of RP was diagnosed in 24 (57%) patients. The mean FeNO(visit 0-6) ± standard deviation in patients with and without RP was 15.0 ± 7.1 ppb (95%CI: 12.0–18.0) and 10.3 ± 3.4 ppb (95%CI: 8.6–11.9) respectively with significant differences between the groups (p = 0.0169, 95%CI: 2.3–2.6). The leave-one-out cross-validated cut-off value of the mean FeNO(visit 0-6) ≥ 14.8 ppb was predictive of grade ≥ 2 RP with a specificity of 71% and a positive predictive value of 78%. Conclusions The mean FeNO(visit 0-6) in patients with symptomatic RP after HDRT for NSCLC was significantly higher than in patients without RP and may serve as a potential biomarker for RP.
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Roy SF, Louie AV, Liberman M, Wong P, Bahig H. Pathologic response after modern radiotherapy for non-small cell lung cancer. Transl Lung Cancer Res 2019; 8:S124-S134. [PMID: 31673516 PMCID: PMC6795577 DOI: 10.21037/tlcr.2019.09.05] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 09/02/2019] [Indexed: 12/25/2022]
Abstract
In non-small cell lung cancer (NSCLC), pathologic complete response (pCR) following radiotherapy treatment has been shown to be an independent prognostic factor for long-term survival, progression-free survival and locoregional control. PCR is considered a surrogate to therapeutic efficacy, years before survival data are available, and therefore can be used to guide treatment plans and additional therapeutic interventions post-surgical resection. Given the extensive fibrotic changes induced by radiotherapy in the lung, radiological assessment of response can potentially misrepresent pathologic response. The optimal timing for assessment of pathologic response after conventionally fractionated radiotherapy and stereotactic ablative radiotherapy (SABR) remains poorly understood. In this review, we summarize recent literature on pathologic response after radiotherapy for early stage and locally advanced NSCLC, we discuss current controversies around radiobiological considerations, and we present upcoming trials that will provide insight into current knowledge gaps.
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Affiliation(s)
- Simon F. Roy
- Department of Pathology, University of Montreal, Montreal, QC, Canada
| | - Alexander V. Louie
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Moishe Liberman
- Division of Thoracic Surgery, Department of Surgery, Centre Hospitalier de l’Université de Montréal, Montreal, QC, Canada
| | - Philip Wong
- Department of Radiation Oncology, Centre Hospitalier de l’Université de Montréal, Montreal, QC, Canada
| | - Houda Bahig
- Department of Radiation Oncology, Centre Hospitalier de l’Université de Montréal, Montreal, QC, Canada
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Ye L, Zhang Y, Li T, Zhang X, Shi S, Zhao Q, Zeng Z, He J. Emphysema quantification on computed tomography and its value in predicting radiation pneumonitis in lung cancer treated by stereotactic body radiotherapy. JOURNAL OF RADIATION RESEARCH 2019; 60:371-379. [PMID: 30968939 PMCID: PMC6530624 DOI: 10.1093/jrr/rrz007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 02/09/2019] [Indexed: 06/09/2023]
Abstract
A large portion of patients with early-stage non-small-cell lung cancer (NSCLC) who are receiving stereotactic body radiation therapy (SBRT) are medically inoperable due to compromised pulmonary function, and among these patients pulmonary emphysema (PE) is common. However, the relationship between PE and radiation-induced lung injuries remains unclear. In this study, we aimed to describe the full spectrum of computed tomography (CT) features after SBRT for NSCLC, and to explore their relationship with variables, including PE and dosimetric factors. In all, 71 patients were enrolled. PE was quantified as the percentage of low attenuation area [attenuation values of <-860 Hounsfield units (HU)] within the radiation field (%LAA-860). Spearman's correlation and logistic regression were used to explore factors related to radiological features and radiation pneumonitis (RP). At the 1-year follow-up, acute radiological changes included: (i) diffuse consolidation, 11.3%; (ii) patchy consolidation and ground-glass opacities, 42.3%; and (iii) patchy ground-glass opacity, 14.1%. Late morphological changes occurred in 61.9% of patients (50.7% with a modified conventional pattern, 5.6% with a mass-like pattern and 5.6% with a scar-like pattern). Lower %LAA-860 was the only factor that was significantly associated with consolidation changes at 6 months after SBRT [odds ratio (OR), 0.008; P = 0.009], and it was also a significant predictor for Grade ≥ 2 RP (OR, 0.003; P = 0.04). Our study showed that patients with PE can benefit from SBRT on the condition that good control of dose-volume constraints is achieved.
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Affiliation(s)
- Luxi Ye
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, P.R. China
| | - Yujie Zhang
- Department of Radiation Physics, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, P.R. China
| | - Tingting Li
- Department of Radiation Physics, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, P.R. China
| | - Xingwei Zhang
- Department of Radiology, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, P.R. China
| | - Shiming Shi
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, P.R. China
| | - Qianqian Zhao
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, P.R. China
| | - Zhaochong Zeng
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, P.R. China
| | - Jian He
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, P.R. China
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Bousabarah K, Temming S, Hoevels M, Borggrefe J, Baus WW, Ruess D, Visser-Vandewalle V, Ruge M, Kocher M, Treuer H. Radiomic analysis of planning computed tomograms for predicting radiation-induced lung injury and outcome in lung cancer patients treated with robotic stereotactic body radiation therapy. Strahlenther Onkol 2019; 195:830-842. [PMID: 30874846 DOI: 10.1007/s00066-019-01452-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 03/02/2019] [Indexed: 12/11/2022]
Abstract
OBJECTIVES To predict radiation-induced lung injury and outcome in non-small cell lung cancer (NSCLC) patients treated with robotic stereotactic body radiation therapy (SBRT) from radiomic features of the primary tumor. METHODS In all, 110 patients with primary stage I/IIa NSCLC were analyzed for local control (LC), disease-free survival (DFS), overall survival (OS) and development of local lung injury up to fibrosis (LF). First-order (histogram), second-order (GLCM, Gray Level Co-occurrence Matrix) and shape-related radiomic features were determined from the unprocessed or filtered planning CT images of the gross tumor volume (GTV), subjected to LASSO (Least Absolute Shrinkage and Selection Operator) regularization and used to construct continuous and dichotomous risk scores for each endpoint. RESULTS Continuous scores comprising 1-5 histogram or GLCM features had a significant (p = 0.0001-0.032) impact on all endpoints that was preserved in a multifactorial Cox regression analysis comprising additional clinical and dosimetric factors. At 36 months, LC did not differ between the dichotomous risk groups (93% vs. 85%, HR 0.892, 95%CI 0.222-3.590), while DFS (45% vs. 17%, p < 0.05, HR 0.457, 95%CI 0.240-0.868) and OS (80% vs. 37%, p < 0.001, HR 0.190, 95%CI 0.065-0.556) were significantly lower in the high-risk groups. Also, the frequency of LF differed significantly between the two risk groups (63% vs. 20% at 24 months, p < 0.001, HR 0.158, 95%CI 0.054-0.458). CONCLUSION Radiomic analysis of the gross tumor volume may help to predict DFS and OS and the development of local lung fibrosis in early stage NSCLC patients treated with stereotactic radiotherapy.
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Affiliation(s)
- Khaled Bousabarah
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Susanne Temming
- Department of Radiation Oncology, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Mauritius Hoevels
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Jan Borggrefe
- Institute of Diagnostic and Interventional Radiology, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Wolfgang W Baus
- Department of Radiation Oncology, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Daniel Ruess
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Veerle Visser-Vandewalle
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Maximilian Ruge
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Martin Kocher
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany.
- Department of Radiation Oncology, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany.
| | - Harald Treuer
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
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21
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Menoux I, Le Fèvre C, Noël G, Antoni D. [Radiation-induced lung toxicity predictors after stereotactic radiation therapy for non-small cell lung carcinoma stage I]. Cancer Radiother 2018; 22:826-838. [PMID: 30337050 DOI: 10.1016/j.canrad.2017.12.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 11/08/2017] [Accepted: 12/22/2017] [Indexed: 12/19/2022]
Abstract
In case of refusal or contraindication for surgical management of a stage I non-small cell lung carcinoma, the validated alternative therapy is stereotactic irradiation. This technique reaches an equivalent tumour control rate than surgery and significantly higher than conventional radiotherapy. One of the dreaded complications is radiation induced lung toxicity (radiation pneumonitis and lung fibrosis), especially when it is symptomatic, occurring in about 10 % of cases. This article is a literature review of this complication's predictive factors.
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Affiliation(s)
- I Menoux
- Département universitaire de radiothérapie, centre Paul-Strauss, 3, rue de la Porte-de-l'Hôpital, BP 42, 67065 Strasbourg cedex, France.
| | - C Le Fèvre
- Département universitaire de radiothérapie, centre Paul-Strauss, 3, rue de la Porte-de-l'Hôpital, BP 42, 67065 Strasbourg cedex, France
| | - G Noël
- Département universitaire de radiothérapie, centre Paul-Strauss, 3, rue de la Porte-de-l'Hôpital, BP 42, 67065 Strasbourg cedex, France; EA 3430, laboratoire de radiobiologie, université de Strasbourg, fédération de médecine translationnelle de Strasbourg (FMTS), 67065 Strasbourg, France
| | - D Antoni
- Département universitaire de radiothérapie, centre Paul-Strauss, 3, rue de la Porte-de-l'Hôpital, BP 42, 67065 Strasbourg cedex, France; EA 3430, laboratoire de radiobiologie, université de Strasbourg, fédération de médecine translationnelle de Strasbourg (FMTS), 67065 Strasbourg, France
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22
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Giglioli FR, Clemente S, Esposito M, Fiandra C, Marino C, Russo S, Strigari L, Villaggi E, Stasi M, Mancosu P. Frontiers in planning optimization for lung SBRT. Phys Med 2017; 44:163-170. [PMID: 28566240 DOI: 10.1016/j.ejmp.2017.05.064] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Revised: 05/19/2017] [Accepted: 05/22/2017] [Indexed: 12/25/2022] Open
Abstract
Emerging data are showing the safety and the efficacy of Stereotactic Body Radiation therapy (SBRT) in lung cancer management. In this context, the very high doses delivered to the Planning Target Volume, make the planning phase essential for achieving high dose levels conformed to the shape of the target in order to have a good prognosis for tumor control and to avoid an overdose in relevant healthy adjacent tissue. In this non-systematic review we analyzed the technological and the physics aspects of SBRT planning for lung cancer. In particular, the aims of the study were: (i) to evaluate prescription strategies (homogeneous or inhomogeneous), (ii) to outline possible geometrical solutions by comparing the dosimetric results (iii) to describe the technological possibilities for a safe and effective treatment, (iv) to present the issues concerning radiobiological planning and the automation of the planning process.
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Affiliation(s)
| | | | | | - Christian Fiandra
- Dep. of Oncology Radiation Oncology Unit, University of Torino, Italy
| | | | | | - Lidia Strigari
- Laboratory of Medical Physics and Expert Systems, Regina Elena National Cancer, Institute IFO, Rome, Italy
| | | | - Michele Stasi
- Medical Physics Dept., Azienda Ospedaliera Ordine Mauriziano di Torino, Torino, Italy
| | - Pietro Mancosu
- Medical Physics Unit of Radiotherapy Dept., Humanitas Clinical and Research Hospital, Rozzano (MI), Italy
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23
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Badellino S, Muzio JD, Schivazappa G, Guarneri A, Ragona R, Bartoncini S, Trino E, Filippi AR, Fonio P, Ricardi U. No differences in radiological changes after 3D conformal vs VMAT-based stereotactic radiotherapy for early stage non-small cell lung cancer. Br J Radiol 2017; 90:20170143. [PMID: 28749172 DOI: 10.1259/bjr.20170143] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE To compare patterns of acute and late radiological lung injury following either 3D conformal or image-guided volumetric modulated arc therapy stereotactic radiotherapy for Stage I non-small-cell lung cancer. METHODS We included 148 patients from a prospective mono-institutional stereotactic body radiation therapy (SBRT) series (time interval 2004-2014), treated with prescription BED10 Gy (at 80%) in the range 100-120 Gy. The first 95 patients (2004-2010) were planned with 3D-CRT, with a stereotactic body frame. The second cohort (2010-2014) included 53 patients, planned with volumetric IMRT on a smaller planning target volume generated from a patient's specific internal target volume, with a frameless approach through cone-beam CT guidance. Acute and late radiological modifications were scored based on modified Kimura's and Koenig's classifications, respectively. RESULTS Median follow-up time was 20.5 months. The incidence of acute radiological changes was superimposable between the groups: increased density was observed in 68.4 and 64.2% of patients for 3D-CRT and VMAT, respectively, and patchy ground glass opacity in 23.7 and 24.5%, respectively; diffuse ground glass opacity was 2.6 vs 9.4%, respectively, and patchy consolidation 2.6 vs 1.9%, respectively. Late changes occurred in approximately 60% of patients: modified conventional pattern was the most frequent modification (25 vs 32.6%, respectively); other patterns were less common (mass-like 19.6 vs 17.4%, and scar-like 13 vs 10.9%, respectively). CONCLUSION Results of the present study indicate that the pattern of radiological lung changes following SBRT for peripheral early stage non-small-cell lung cancer is not influenced by the different techniques used for planning and delivery. Advances in knowledge: This comparative observational study shows that smaller margins, image guidance and most importantly dose distribution do not change the pattern of radiological injury after lung SBRT; the same scoring system can be used, and expected incidence is similar.
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Affiliation(s)
- Serena Badellino
- 1 Department of Oncology, Radiation Oncology, University of Torino , Torino , Italy
| | - Jacopo Di Muzio
- 1 Department of Oncology, Radiation Oncology, University of Torino , Torino , Italy
| | - Giulia Schivazappa
- 2 Department of Surgical Sciences, Radiology, University of Torino , Torino , Italy
| | - Alessia Guarneri
- 1 Department of Oncology, Radiation Oncology, University of Torino , Torino , Italy
| | - Riccardo Ragona
- 1 Department of Oncology, Radiation Oncology, University of Torino , Torino , Italy
| | - Sara Bartoncini
- 1 Department of Oncology, Radiation Oncology, University of Torino , Torino , Italy
| | - Elisabetta Trino
- 1 Department of Oncology, Radiation Oncology, University of Torino , Torino , Italy
| | | | - Paolo Fonio
- 2 Department of Surgical Sciences, Radiology, University of Torino , Torino , Italy
| | - Umberto Ricardi
- 1 Department of Oncology, Radiation Oncology, University of Torino , Torino , Italy
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24
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Moran A, Daly ME, Yip SSF, Yamamoto T. Radiomics-based Assessment of Radiation-induced Lung Injury After Stereotactic Body Radiotherapy. Clin Lung Cancer 2017. [PMID: 28623121 DOI: 10.1016/j.cllc.2017.05.014] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Over 50% of patients who receive stereotactic body radiotherapy (SBRT) develop radiographic evidence of radiation-induced lung injury. Radiomics is an emerging approach that extracts quantitative features from image data, which may provide greater value and a better understanding of pulmonary toxicity than conventional approaches. We aimed to investigate the potential of computed tomography-based radiomics in characterizing post-SBRT lung injury. METHODS A total of 48 diagnostic thoracic computed tomography scans (acquired prior to SBRT and at 3, 6, and 9 months post-SBRT) from 14 patients were analyzed. Nine radiomic features (ie, 7 gray level co-occurrence matrix [GLCM] texture features and 2 first-order features) were investigated. The ability of radiomic features to distinguish radiation oncologist-defined moderate/severe lung injury from none/mild lung injury was assessed using logistic regression and area under the receiver operating characteristic curve (AUC). Moreover, dose-response curves (DRCs) for radiomic feature changes were determined as a function of time to investigate whether there was a significant dose-response relationship. RESULTS The GLCM features (logistic regression P-value range, 0.012-0.262; AUC range, 0.643-0.750) outperformed the first-order features (P-value range, 0.100-0.990; AUC range, 0.543-0.661) in distinguishing lung injury severity levels. Eight of 9 radiomic features demonstrated a significant dose-response relationship at 3, 6, and 9 months post-SBRT. Although not statistically significant, the GLCM features showed clear separations between the 3- or 6-month DRC and the 9-month DRC. CONCLUSION Radiomic features significantly correlated with radiation oncologist-scored post-SBRT lung injury and showed a significant dose-response relationship, suggesting the potential for radiomics to provide a quantitative, objective measurement of post-SBRT lung injury.
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Affiliation(s)
- Angel Moran
- Department of Radiation Oncology, University of California Davis School of Medicine, Sacramento, CA
| | - Megan E Daly
- Department of Radiation Oncology, University of California Davis School of Medicine, Sacramento, CA
| | - Stephen S F Yip
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA
| | - Tokihiro Yamamoto
- Department of Radiation Oncology, University of California Davis School of Medicine, Sacramento, CA.
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25
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Rajan Radha R, Chandrasekharan G. Pulmonary injury associated with radiation therapy - Assessment, complications and therapeutic targets. Biomed Pharmacother 2017; 89:1092-1104. [PMID: 28298070 DOI: 10.1016/j.biopha.2017.02.106] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Revised: 02/27/2017] [Accepted: 02/28/2017] [Indexed: 12/20/2022] Open
Abstract
Pulmonary injury is more common in patients undergoing radiation therapy for lungs and other thoracic malignancies. Recently with the use of most-advanced technologies powerful doses of radiation can be delivered directly to tumor site with exquisite precision. The awareness of technical and clinical parameters that influence the chance of radiation induced lung injury is important to guide patient selection and toxicity minimization strategies. At the cellular level, radiation activates free radical production, leading to DNA damage, apoptosis, cell cycle changes, and reduced cell survival. Preclinical research shows the potential for therapies targeting transforming growth factor-β (TGF-B), Toll like receptor (TLRs), Tumour necrosis factor-alpha (TNF-alpha), Interferon gamma (IFN-γ) and so on that may restore lung function. At present Amifostine (WR-2721) is the only approved broad spectrum radioprotector in use for patients undergoing radiation therapy. Newer techniques also offer the opportunity to identify new biomarkers and new targets for interventions to prevent or ameliorate these late effects of lung damage.
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Affiliation(s)
- Rasmi Rajan Radha
- Laboratory of Immunopharmacology and Experimental Therapeutics, Division of Cancer Research, Regional Cancer Centre, Trivandrum 695 011, Kerala, India
| | - Guruvayoorappan Chandrasekharan
- Laboratory of Immunopharmacology and Experimental Therapeutics, Division of Cancer Research, Regional Cancer Centre, Trivandrum 695 011, Kerala, India.
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26
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Mattonen SA, Ward AD, Palma DA. Pulmonary imaging after stereotactic radiotherapy-does RECIST still apply? Br J Radiol 2016; 89:20160113. [PMID: 27245137 DOI: 10.1259/bjr.20160113] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
The use of stereotactic ablative radiotherapy (SABR) for the treatment of primary lung cancer and metastatic disease is rapidly increasing. However, the presence of benign fibrotic changes on CT imaging makes response assessment following SABR a challenge, as these changes develop with an appearance similar to tumour recurrence. Misclassification of benign fibrosis as local recurrence has resulted in unnecessary interventions, including biopsy and surgical resection. Response evaluation criteria in solid tumours (RECIST) are widely used as a universal set of guidelines to assess tumour response following treatment. However, in the context of non-spherical and irregular post-SABR fibrotic changes, the RECIST criteria can have several limitations. Positron emission tomography can also play a role in response assessment following SABR; however, false-positive results in regions of inflammatory lung post-SABR can be a major clinical issue and optimal standardized uptake values to distinguish fibrosis and recurrence have not been determined. Although validated CT high-risk features show a high sensitivity and specificity for predicting recurrence, most recurrences are not detected until more than 1-year post-treatment. Advanced quantitative radiomic analysis on CT imaging has demonstrated promise in distinguishing benign fibrotic changes from local recurrence at earlier time points, and more accurately, than physician assessment. Overall, the use of RECIST alone may prove inferior to novel metrics of assessing response.
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Affiliation(s)
- Sarah A Mattonen
- 1 Department of Medical Biophysics, The University of Western Ontario, London, ON, Canada
| | - Aaron D Ward
- 1 Department of Medical Biophysics, The University of Western Ontario, London, ON, Canada.,2 Department of Oncology, The University of Western Ontario, London, ON, Canada
| | - David A Palma
- 2 Department of Oncology, The University of Western Ontario, London, ON, Canada.,3 Division of Radiation Oncology, London Health Sciences Centre, London, ON, Canada
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27
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Herter-Sprie GS, Koyama S, Korideck H, Hai J, Deng J, Li YY, Buczkowski KA, Grant AK, Ullas S, Rhee K, Cavanaugh JD, Neupane NP, Christensen CL, Herter JM, Makrigiorgos GM, Hodi FS, Freeman GJ, Dranoff G, Hammerman PS, Kimmelman AC, Wong KK. Synergy of radiotherapy and PD-1 blockade in Kras-mutant lung cancer. JCI Insight 2016; 1:e87415. [PMID: 27699275 DOI: 10.1172/jci.insight.87415] [Citation(s) in RCA: 125] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Radiation therapy (RT), a critical modality in the treatment of lung cancer, induces direct tumor cell death and augments tumor-specific immunity. However, despite initial tumor control, most patients suffer from locoregional relapse and/or metastatic disease following RT. The use of immunotherapy in non-small-cell lung cancer (NSCLC) could potentially change this outcome by enhancing the effects of RT. Here, we report significant (up to 70% volume reduction of the target lesion) and durable (up to 12 weeks) tumor regressions in conditional Kras-driven genetically engineered mouse models (GEMMs) of NSCLC treated with radiotherapy and a programmed cell death 1 antibody (αPD-1). However, while αPD-1 therapy was beneficial when combined with RT in radiation-naive tumors, αPD-1 therapy had no antineoplastic efficacy in RT-relapsed tumors and further induced T cell inhibitory markers in this setting. Furthermore, there was differential efficacy of αPD-1 plus RT among Kras-driven GEMMs, with additional loss of the tumor suppressor serine/threonine kinase 11/liver kinase B1 (Stk11/Lkb1) resulting in no synergistic efficacy. Taken together, our data provide evidence for a close interaction among RT, T cells, and the PD-1/PD-L1 axis and underscore the rationale for clinical combinatorial therapy with immune modulators and radiotherapy.
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Affiliation(s)
- Grit S Herter-Sprie
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Lowe Center for Thoracic Oncology
| | - Shohei Koyama
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Cancer Vaccine Center
| | - Houari Korideck
- Division of Medical Physics and Biophysics, and.,Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Josephine Hai
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Lowe Center for Thoracic Oncology
| | - Jiehui Deng
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Lowe Center for Thoracic Oncology
| | - Yvonne Y Li
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Lowe Center for Thoracic Oncology
| | - Kevin A Buczkowski
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Lowe Center for Thoracic Oncology
| | - Aaron K Grant
- Division of MRI Research, Department of Radiology, and
| | - Soumya Ullas
- Longwood Small Animal Imaging Facility, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Kevin Rhee
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Lowe Center for Thoracic Oncology
| | - Jillian D Cavanaugh
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Lowe Center for Thoracic Oncology
| | - Neermala Poudel Neupane
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Lowe Center for Thoracic Oncology
| | - Camilla L Christensen
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Lowe Center for Thoracic Oncology
| | - Jan M Herter
- Center for Excellence in Vascular Biology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - G Mike Makrigiorgos
- Division of Medical Physics and Biophysics, and.,Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - F Stephen Hodi
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Gordon J Freeman
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Cancer Vaccine Center
| | - Glenn Dranoff
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Cancer Vaccine Center
| | - Peter S Hammerman
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Lowe Center for Thoracic Oncology
| | - Alec C Kimmelman
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.,Division of Genomic Stability and DNA Repair, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Kwok-Kin Wong
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Cancer Vaccine Center.,Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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28
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Ishii K, Okada W, Ogino R, Kubo K, Kishimoto S, Nakahara R, Kawamorita R, Ishii Y, Tada T, Nakajima T. A treatment-planning comparison of three beam arrangement strategies for stereotactic body radiation therapy for centrally located lung tumors using volumetric-modulated arc therapy. JOURNAL OF RADIATION RESEARCH 2016; 57:273-279. [PMID: 26951076 PMCID: PMC4915539 DOI: 10.1093/jrr/rrv105] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Revised: 12/08/2015] [Accepted: 12/22/2015] [Indexed: 06/05/2023]
Abstract
The purpose of this study was to determine appropriate beam arrangement for volumetric-modulated arc therapy (VMAT)-based stereotactic body radiation therapy (SBRT) in the treatment of patients with centrally located lung tumors. Fifteen consecutive patients with centrally located lung tumors treated at our institution were enrolled. For each patient, three VMAT plans were generated using two coplanar partial arcs (CP VMAT), two non-coplanar partial arcs (NCP VMAT), and one coplanar full arc (Full VMAT). All plans were designed to deliver 70 Gy in 10 fractions. Target coverage and sparing of organs at risk (OARs) were compared across techniques. PTV coverage was almost identical for all approaches. The whole lung V10Gy was significantly lower with CP VMAT plans than with NCP VMAT plans, whereas no significant differences in the mean lung dose, V5Gy, V20Gy or V40Gy were observed. Full VMAT increased mean contralateral lung V5Gy by 12.57% and 9.15% when compared with NCP VMAT and CP VMAT, respectively. Although NCP VMAT plans best achieved the dose-volume constraints for mediastinal OARs, the absolute differences in dose were small when compared with CP VMAT. These results suggest that partial-arc VMAT may be preferable to minimize unnecessary exposure to the contralateral lung, and use of NCP VMAT should be considered when the dose-volume constraints are not achieved by CP VMAT.
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Affiliation(s)
- Kentaro Ishii
- Department of Radiation Oncology, Tane General Hospital, 1-12-21 Kujo-minami, Nishi-ku, Osaka, 550-0025, Japan
| | - Wataru Okada
- Department of Radiation Oncology, Tane General Hospital, 1-12-21 Kujo-minami, Nishi-ku, Osaka, 550-0025, Japan
| | - Ryo Ogino
- Department of Radiation Oncology, Tane General Hospital, 1-12-21 Kujo-minami, Nishi-ku, Osaka, 550-0025, Japan
| | - Kazuki Kubo
- Department of Radiation Oncology, Tane General Hospital, 1-12-21 Kujo-minami, Nishi-ku, Osaka, 550-0025, Japan
| | - Shun Kishimoto
- Department of Radiation Oncology, Tane General Hospital, 1-12-21 Kujo-minami, Nishi-ku, Osaka, 550-0025, Japan
| | - Ryuta Nakahara
- Department of Radiation Oncology, Tane General Hospital, 1-12-21 Kujo-minami, Nishi-ku, Osaka, 550-0025, Japan
| | - Ryu Kawamorita
- Department of Radiation Oncology, Tane General Hospital, 1-12-21 Kujo-minami, Nishi-ku, Osaka, 550-0025, Japan
| | - Yoshie Ishii
- Department of Radiation Oncology, Yodogawa Christian Hospital, 1-7-50 Kunijima, Higashiyodogawa-ku, Osaka, 533-0024, Japan
| | - Takuhito Tada
- Department of Radiology, Izumi Municipal Hospital, 4-10-10 Futyu-cho, Izumi, 594-0071, Japan
| | - Toshifumi Nakajima
- Department of Radiation Oncology, Tane General Hospital, 1-12-21 Kujo-minami, Nishi-ku, Osaka, 550-0025, Japan
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29
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Oh SA, Yea JW, Kim SK. Statistical Determination of the Gating Windows for Respiratory-Gated Radiotherapy Using a Visible Guiding System. PLoS One 2016; 11:e0156357. [PMID: 27228097 PMCID: PMC4881953 DOI: 10.1371/journal.pone.0156357] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Accepted: 05/12/2016] [Indexed: 12/25/2022] Open
Abstract
Respiratory-gated radiation therapy (RGRT) is used to minimize the radiation dose to normal tissue in lung-cancer patients. Although determining the gating window in the respiratory phase of patients is important in RGRT, it is not easy. Our aim was to determine the optimal gating window when using a visible guiding system for RGRT. Between April and October 2014, the breathing signals of 23 lung-cancer patients were recorded with a real-time position management (RPM) respiratory gating system (Varian, USA). We performed statistical analysis with breathing signals to find the optimal gating window for guided breathing in RGRT. When we compared breathing signals before and after the breathing training, 19 of the 23 patients showed statistically significant differences (p < 0.05). The standard deviation of the respiration signals after breathing training was lowest for phases of 30%–70%. The results showed that the optimal gating window in RGRT is 40% (30%–70%) with respect to repeatability for breathing after respiration training with the visible guiding system. RGRT was performed with the RPM system to confirm the usefulness of the visible guiding system. The RPM system and our visible guiding system improve the respiratory regularity, which in turn should improve the accuracy and efficiency of RGRT.
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Affiliation(s)
- Se An Oh
- Department of Radiation Oncology, Yeungnam University Medical Center, Daegu, Korea.,Institute of Medical Science, Yeungnam University College of Medicine, Daegu, Korea
| | - Ji Woon Yea
- Department of Radiation Oncology, Yeungnam University Medical Center, Daegu, Korea.,Institute of Medical Science, Yeungnam University College of Medicine, Daegu, Korea.,Department of Radiation Oncology, Yeungnam University College of Medicine, Daegu, Korea
| | - Sung Kyu Kim
- Department of Radiation Oncology, Yeungnam University Medical Center, Daegu, Korea.,Institute of Medical Science, Yeungnam University College of Medicine, Daegu, Korea.,Department of Radiation Oncology, Yeungnam University College of Medicine, Daegu, Korea
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Follow-up of patients after stereotactic radiation for lung cancer: a primer for the nonradiation oncologist. J Thorac Oncol 2016; 10:412-9. [PMID: 25695219 DOI: 10.1097/jto.0000000000000435] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND The use of stereotactic ablative radiotherapy (SABR) as primary treatment for early stage non-small-cell lung cancer, or for ablation of metastases, has increased rapidly in the past decade. With local recurrence rates reported at approximately 10%, and a patient population that is becoming increasingly fit and amenable to salvage treatment, appropriate multidisciplinary follow-up care is critical. Appropriate follow-up will allow for detection and management of radiation-related toxicity, early detection of recurrent disease and differentiation of recurrence from radiation-induced lung injury. METHODS This narrative review summarizes issues surrounding follow-up of patients treated with SABR in the context of a multidisciplinary perspective. We summarize treatment-related toxicities including radiation pneumonitis, chest wall pain, rib fracture, and fatal toxicity, and highlight the challenges of early and accurate detection of local recurrence, while avoiding unnecessary biopsy or treatment of benign radiation-induced fibrotic lung damage. RESULTS Follow-up recommendations based on the current evidence and available guidelines are summarized. Imaging follow-up recommendations include serial computed tomography (CT) imaging at 3-6 months posttreatment for the initial year, then every 6-12 months for an additional 3 years, and annually thereafter. With suspicion of progressive disease, recommendations include a multidisciplinary team discussion, the use of high-risk CT features for accurate detection of local recurrence, and positron emission tomography/CT SUV max cutoffs to prompt further investigation. Biopsy and/or surgical or nonsurgical salvage therapy can be considered if safe and when investigations are nonreassuring. CONCLUSIONS The appropriate follow-up of patients after SABR requires collaborative input from nearly all members of the thoracic multidisciplinary team, and evidence is available to guide treatment decisions. Further research is required to develop better predictors of toxicity and recurrence.
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Fitzgerald R, Owen R, Hargrave C, Pryor D, Barry T, Lehman M, Bernard A, Mai T, Seshadri V, Fielding A. A comparison of three different VMAT techniques for the delivery of lung stereotactic ablative radiation therapy. J Med Radiat Sci 2016; 63:23-30. [PMID: 27087972 PMCID: PMC4775834 DOI: 10.1002/jmrs.156] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 10/20/2015] [Accepted: 12/13/2015] [Indexed: 02/03/2023] Open
Abstract
INTRODUCTION The purpose of this study was to investigate coplanar and non-coplanar volumetric modulated arc therapy (VMAT) delivery techniques for stereotactic ablative radiation therapy (SABR) to the lung. METHODS For ten patients who had already completed a course of radiation therapy for early stage lung cancer, three new SABR treatment plans were created using (1) a coplanar full arc (FA) technique, (2) a coplanar partial arc technique (PA) and (3) a non-coplanar technique utilising three partial arcs (NCA). These plans were evaluated using planning target volume (PTV) coverage, dose to organs at risk, and high and intermediate dose constraints as incorporated by radiation therapy oncology group (RTOG) 1021. RESULTS When the FA and PA techniques were compared to the NCA technique, on average the PTV coverage (V 54Gy) was similar (P = 0.15); FA (95.1%), PA (95.11%) and NCA (95.71%). The NCA resulted in a better conformity index (CI) of the prescription dose (0.89) when compared to the FA technique (0.88, P = 0.23) and the PA technique (0.83, P = 0.06). The NCA technique improved the intermediate dose constraints with a statistically significant difference for the D 2cm and R 50% when compared with the FA (P < 0.03 and <0.0001) and PA (P < 0.04 and <0.0001) techniques. The NCA technique reduced the maximum spinal cord dose by 2.72 and 4.2 Gy when compared to the PA and FA techniques respectively. Mean lung doses were 4.09, 4.31 and 3.98 Gy for the FA, PA and NCA techniques respectively. CONCLUSION The NCA VMAT technique provided the highest compliance to RTOG 1021 when compared to coplanar techniques for lung SABR. However, single FA coplanar VMAT was suitable for 70% of patients when minor deviations to both the intermediate dose and organ at risk (OAR) constraints were accepted.
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Affiliation(s)
- Rhys Fitzgerald
- Radiation Oncology CentresMater Private HospitalSpringfieldQueenslandAustralia
- Science and Engineering FacultyQueensland University of TechnologyBrisbaneQueenslandAustralia
| | - Rebecca Owen
- Faculty of HealthQueensland University of TechnologyBrisbaneQueenslandAustralia
| | - Catriona Hargrave
- Division of Radiation TherapyPrincess Alexandra HospitalWoolloongabbaQueenslandAustralia
- Radiation Oncology Mater CentreSouth BrisbaneQueenslandAustralia
| | - David Pryor
- Department of Radiation OncologyPrincess Alexandra HospitalWoolloongabbaQueenslandAustralia
| | - Tamara Barry
- Division of Radiation TherapyPrincess Alexandra HospitalWoolloongabbaQueenslandAustralia
| | - Margot Lehman
- Department of Radiation OncologyPrincess Alexandra HospitalWoolloongabbaQueenslandAustralia
| | - Anne Bernard
- QFAB BioinformaticsInstitute for Molecular BioscienceUniversity of QueenslandQueenslandAustralia
| | - Tao Mai
- Department of Radiation OncologyPrincess Alexandra HospitalWoolloongabbaQueenslandAustralia
| | | | - Andrew Fielding
- Science and Engineering FacultyQueensland University of TechnologyBrisbaneQueenslandAustralia
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Intensity-modulated radiotherapy for lung cancer: current status and future developments. J Thorac Oncol 2015; 9:1598-608. [PMID: 25436795 DOI: 10.1097/jto.0000000000000346] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Radiotherapy plays an important role in the management of lung cancer, with over 50% of patients receiving this modality at some point during their treatment. Intensity-modulated radiotherapy (IMRT) is a technique that adds fluence modulation to beam shaping, which improves radiotherapy dose conformity around the tumor and spares surrounding normal structures. Treatment with IMRT is becoming more widely available for the treatment of lung cancer, despite the paucity of high level evidence supporting the routine use of this more resource intense and complex technique. In this review article, we have summarized data from planning and clinical studies, discussed challenges in implementing IMRT, and made recommendations on the minimum requirements for safe delivery of IMRT.
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Ricardi U, Badellino S, Filippi AR. Stereotactic body radiotherapy for early stage lung cancer: History and updated role. Lung Cancer 2015; 90:388-96. [DOI: 10.1016/j.lungcan.2015.10.016] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Accepted: 10/12/2015] [Indexed: 12/21/2022]
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Ricardi U, Badellino S, Filippi AR. Stereotactic radiotherapy for early stage non-small cell lung cancer. Radiat Oncol J 2015; 33:57-65. [PMID: 26157674 PMCID: PMC4493429 DOI: 10.3857/roj.2015.33.2.57] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Revised: 06/16/2015] [Accepted: 06/17/2015] [Indexed: 12/11/2022] Open
Abstract
Stereotactic body radiotherapy (SBRT) represents a consolidated treatment option for patients with medically inoperable early stage non-small cell lung cancer (NSCLC). The clinical evidence accumulated in the past decade supports its use as an alternative to surgery with comparable survival outcomes. Due to its limited toxicity, SBRT is also applicable to elderly patients with very poor baseline pulmonary function or other severe comorbidities. Recent comparative studies in operable patients raised the issue of the possible use of SBRT also for this subgroup, with quite promising results that still should be fully confirmed by prospective trials with long-term follow-up. Aim of this review is to summarize and discuss the major studies conducted over the years on SBRT and to provide data on the efficacy and toxicity of this radiotherapy technique for stage I NSCLC. Technical aspects and quality of life related issues are also discussed, with the goal to provide information on the current role and limitations of SBRT in clinical practice.
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Affiliation(s)
- Umberto Ricardi
- Department of Oncology, Radiation Oncology, University of Torino, Torino, Italy
| | - Serena Badellino
- Department of Oncology, Radiation Oncology, University of Torino, Torino, Italy
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Ferrero C, Badellino S, Filippi AR, Focaraccio L, Giaj Levra M, Levis M, Moretto F, Torchio R, Ricardi U, Novello S. Pulmonary function and quality of life after VMAT-based stereotactic ablative radiotherapy for early stage inoperable NSCLC: a prospective study. Lung Cancer 2015; 89:350-6. [PMID: 26164208 DOI: 10.1016/j.lungcan.2015.06.019] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Revised: 06/16/2015] [Accepted: 06/22/2015] [Indexed: 12/23/2022]
Abstract
OBJECTIVES To analyze changes in pulmonary function and quality of life (QoL) at different time points after Stereotactic Ablative Radiotherapy (SABR) for early stage inoperable lung cancer, and potential correlations between radiation dose-volume parameters and pulmonary toxicity or changes in pulmonary function tests (PFT) and QoL. MATERIALS AND METHODS From July 2012 to October 2013, 30 patients were enrolled in this prospective observational study. Complete PFT were performed and Lung Cancer Symptoms Scale (LCSS) questionnaire administered prior to SABR; all patients then underwent Computed Tomography (CT) scan and PFT at 45, 135, 225 and 315 days after SABR, together with LCSS questionnaire. Clinical lung toxicity and radiological toxicity (acute and late) were prospectively recorded by using the Radiation Therapy Oncology Group (RTOG) scoring system. RESULTS A decline in Slow Vital Capacity (SVC), Forced Expiratory Volume in 1s (FEV1), Single-breath lung diffusing capacity (DLCO) and blood partial pressure of oxygen (PaO2) was seen at 135 days post-SABR. PaO2 values rescued to normal levels at 315 days. None of the baseline PFT parameters resulted to be associated with the occurrence of pulmonary toxicity or with late radiological changes. Mean V5, V10, and V20 and MLD2Gy were higher in patients who developed radiation pneumonitis, even if not significantly associated at Cox regression analysis. LCSS QoL showed a significant worsening of the single item fatigue at 135 days after SABR. CONCLUSIONS A small (mean 10%) but significant decline in lung volumes and DLCO was recorded after SABR, with clinical impact of such change difficult to estimate in individual patients. Global QoL was not significantly impaired. Dose-volume parameters did not emerge as significantly predictive of any clinical, radiological or functional toxicity.
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Affiliation(s)
- Cinzia Ferrero
- Respiratory Function and Sleep Laboratory, S. Luigi Hospital, Orbassano, Italy
| | | | | | | | | | - Mario Levis
- Department of Oncology, University of Torino, Torino, Italy
| | | | - Roberto Torchio
- Respiratory Function and Sleep Laboratory, S. Luigi Hospital, Orbassano, Italy
| | | | - Silvia Novello
- Department of Oncology, University of Torino, Torino, Italy
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Pöttgen C, Abu Jawad J, Gkika E, Freitag L, Lübcke W, Welter S, Gauler T, Schuler M, Eberhardt WEE, Stamatis G, Stuschke M. Accelerated radiotherapy and concurrent chemotherapy for patients with contralateral central or mediastinal lung cancer relapse after pneumonectomy. J Thorac Dis 2015; 7:264-72. [PMID: 25922702 DOI: 10.3978/j.issn.2072-1439.2015.01.59] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 01/13/2015] [Indexed: 12/25/2022]
Abstract
BACKGROUND Treatment options are very limited for patients with lung cancer who experience contralateral central or mediastinal relapse following pneumonectomy. We present results of an accelerated salvage chemoradiotherapy regimen. METHODS Patients with localized contralateral central intrapulmonary or mediastinal relapse after pneumonectomy were offered combined chemoradiotherapy including concurrent weekly cisplatin (25 mg/m(2)) and accelerated radiotherapy [accelerated fractionated (AF), 60 Gy, 8×2 Gy per week] to reduce time for repopulation. Based on 4D-CT-planning, patients were irradiated using multifield intensity-modulated radiotherapy (IMRT) or helical tomotherapy. RESULTS Between 10/2011 and 12/2012, seven patients were treated. Initial stages were IIB/IIIA/IIIB: 3/1/3; histopathological subtypes scc/adeno/large cell: 4/1/2. Tumour relapses were located in mediastinal nodal stations in five patients with endobronchial tumour in three patients. The remaining patients had contralateral central tumour relapses. All patients received 60 Gy (AF), six patients received concurrent chemotherapy. Median dose to the remaining contralateral lung, esophagus, and spinal cord was 6.8 (3.3-11.4), 8.0 (5.1-15.5), and 7.6 (2.8-31.2) Gy, respectively. With a median follow-up of 29 [17-32] months, no esophageal or pulmonary toxicity exceeding grade 2 [Common terminology criteria for adverse events (CTC-AE) v. 3] was observed. Median survival was 17.2 months, local in-field control at 12 months 80%. Only two local recurrences were observed, both in combination with out-field metastases. CONCLUSIONS This intensified accelerated chemoradiotherapy schedule was safely applicable and offers a curative chance in these pretreated frail lung cancer patients.
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Affiliation(s)
- Christoph Pöttgen
- 1 Department of Radiotherapy; West German Cancer Center, University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 2 Division of Interventional Pneumology, 3 Division of Thoracic Surgery, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 4 Department of Medical Oncology, West German Cancer Center; University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 5 Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 6 German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Jehad Abu Jawad
- 1 Department of Radiotherapy; West German Cancer Center, University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 2 Division of Interventional Pneumology, 3 Division of Thoracic Surgery, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 4 Department of Medical Oncology, West German Cancer Center; University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 5 Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 6 German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Eleni Gkika
- 1 Department of Radiotherapy; West German Cancer Center, University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 2 Division of Interventional Pneumology, 3 Division of Thoracic Surgery, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 4 Department of Medical Oncology, West German Cancer Center; University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 5 Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 6 German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Lutz Freitag
- 1 Department of Radiotherapy; West German Cancer Center, University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 2 Division of Interventional Pneumology, 3 Division of Thoracic Surgery, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 4 Department of Medical Oncology, West German Cancer Center; University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 5 Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 6 German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Wolfgang Lübcke
- 1 Department of Radiotherapy; West German Cancer Center, University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 2 Division of Interventional Pneumology, 3 Division of Thoracic Surgery, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 4 Department of Medical Oncology, West German Cancer Center; University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 5 Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 6 German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Stefan Welter
- 1 Department of Radiotherapy; West German Cancer Center, University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 2 Division of Interventional Pneumology, 3 Division of Thoracic Surgery, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 4 Department of Medical Oncology, West German Cancer Center; University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 5 Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 6 German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Thomas Gauler
- 1 Department of Radiotherapy; West German Cancer Center, University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 2 Division of Interventional Pneumology, 3 Division of Thoracic Surgery, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 4 Department of Medical Oncology, West German Cancer Center; University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 5 Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 6 German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Martin Schuler
- 1 Department of Radiotherapy; West German Cancer Center, University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 2 Division of Interventional Pneumology, 3 Division of Thoracic Surgery, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 4 Department of Medical Oncology, West German Cancer Center; University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 5 Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 6 German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Wilfried Ernst Erich Eberhardt
- 1 Department of Radiotherapy; West German Cancer Center, University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 2 Division of Interventional Pneumology, 3 Division of Thoracic Surgery, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 4 Department of Medical Oncology, West German Cancer Center; University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 5 Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 6 German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Georgios Stamatis
- 1 Department of Radiotherapy; West German Cancer Center, University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 2 Division of Interventional Pneumology, 3 Division of Thoracic Surgery, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 4 Department of Medical Oncology, West German Cancer Center; University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 5 Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 6 German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Martin Stuschke
- 1 Department of Radiotherapy; West German Cancer Center, University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 2 Division of Interventional Pneumology, 3 Division of Thoracic Surgery, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 4 Department of Medical Oncology, West German Cancer Center; University of Duisburg-Essen, Hufelandstr, 55, D-45122 Essen, Germany ; 5 Division of Thoracic Oncology, Ruhrlandklinik, West German Lung Center, University of Duisburg-Essen, Tüschener Weg 40, D-45239 Essen, Germany ; 6 German Cancer Consortium (DKTK), Heidelberg, Germany
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The mean lung dose (MLD) : predictive criterion for lung damage? Strahlenther Onkol 2015; 191:557-65. [PMID: 25865281 DOI: 10.1007/s00066-015-0833-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Accepted: 03/06/2015] [Indexed: 12/25/2022]
Abstract
AIM The purpose of this work was to prove the validity of the mean lung dose (MLD), widely used in clinical practice to estimate the lung toxicity of a treatment plan, by reevaluating experimental data from mini pigs. MATERIALS AND METHODS A total of 43 mini pigs were irradiated in one of four dose groups (25, 29, 33, and 37 Gy). Two regimens were applied: homogeneous irradiation of the right lung or partial irradiation of both lungs-including parts with lower dose-but with similar mean lung doses. The animals were treated with five fractions with a linear accelerator applying a CT-based treatment plan. The clinical lung reaction (breathing frequency) and morphological changes in CT scans were examined frequently during the 48 weeks after irradiation. RESULTS A clear dose-effect relationship was found for both regimens of the trial. However, a straightforward relationship between the MLD and the relative number of responders with respect to different grades of increased breathing frequency for both regimens was not found. A morphologically based parameter NTCPlung was found to be more suitable for this purpose. The dependence of this parameter on the MLD is markedly different for the two regimens. CONCLUSION In clinical practice, the MLD can be used to predict lung toxicity of a treatment plan, except for dose values that could lead to severe side effects. In the latter mentioned case, limitations to the predictive value of the MLD are possible. Such severe developments of a radiation-induced pneumopathy are better predicted by the NTCPlung formalism. The predictive advantage of this parameter compared to the MLD seems to remain in the evaluation and comparison of widely differing dose distributions, like in the investigated trial.
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Arcangeli S, Agolli L, Portalone L, Migliorino MR, Lopergolo MG, Monaco A, Dognini J, Pressello MC, Bracci S, Donato V. Patterns of CT lung injury and toxicity after stereotactic radiotherapy delivered with helical tomotherapy in early stage medically inoperable NSCLC. Br J Radiol 2015; 88:20140728. [PMID: 25645106 PMCID: PMC4651249 DOI: 10.1259/bjr.20140728] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Revised: 01/28/2015] [Accepted: 02/02/2015] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVE To evaluate toxicity and patterns of radiologic lung injury on CT images after hypofractionated image-guided stereotactic body radiotherapy (SBRT) delivered with helical tomotherapy (HT) in medically early stage inoperable non-small-cell lung cancer (NSCLC). METHODS 28 elderly patients (31 lesions) with compromised pulmonary reserve were deemed inoperable and enrolled to undergo SBRT. Patterns of lung injury based on CT appearance were assessed at baseline and during follow up. Acute (6 months or less) and late (more than 6 months) events were classified as radiation pneumonitis and radiation fibrosis (RF), respectively. RESULTS After a median follow-up of 12 months (range, 4-20 months), 31 and 25 lesions were examined for acute and late injuries, respectively. Among the former group, 25 (80.6%) patients showed no radiological changes. The CT appearance of RF revealed modified conventional, mass-like and scar-like patterns in three, four and three lesions, respectively. No evidence of late lung injury was demonstrated in 15 lesions. Five patients developed clinical pneumonitis (four patients, grade 2 and one patient, grade 3, respectively), and none of whom had CT findings at 3 months post-treatment. No instance of symptomatic RF was detected. The tumour response rate was 84% (complete response + partial response). Local control was 83% at 1 year. CONCLUSION Our findings show that HT-SBRT can be considered an effective treatment with a mild toxicity profile in medically inoperable patients with early stage NSCLC. No specific pattern of lung injury was demonstrated. ADVANCES IN KNOWLEDGE Our study is among the few showing that HT-SBRT represents a safe and effective option in patients with early stage medically inoperable NSCLC, and that it is not associated with a specific pattern of lung injury.
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Affiliation(s)
- S Arcangeli
- 1 Department of Radiotherapy, Azienda Ospedaliera San Camillo-Forlanini, Rome, Italy
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Vulquin N, Feutray S, Peignaux-Casasnovas K, Humbert O, Créhange G, Truc G, Maingon P, Martin É. Évaluation radiologique de la réponse tumorale après radiothérapie pulmonaire en conditions stéréotaxiques. Cancer Radiother 2014; 18:414-9. [DOI: 10.1016/j.canrad.2014.07.157] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Accepted: 07/24/2014] [Indexed: 12/25/2022]
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Rauschenbach BM, Mackowiak L, Malhotra HK. A dosimetric comparison of three-dimensional conformal radiotherapy, volumetric-modulated arc therapy, and dynamic conformal arc therapy in the treatment of non-small cell lung cancer using stereotactic body radiotherapy. J Appl Clin Med Phys 2014; 15:4898. [PMID: 25207575 PMCID: PMC5711086 DOI: 10.1120/jacmp.v15i5.4898] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2014] [Revised: 06/16/2014] [Accepted: 06/10/2014] [Indexed: 12/14/2022] Open
Abstract
This study evaluates three‐dimensional conformal radiotherapy (3D CRT), volumetric‐ modulated arc therapy (VMAT), and dynamic conformal arc therapy (DCAT) planning techniques using dosimetric indices from Radiation Therapy Oncology Group (RTOG) protocols 0236, 0813, and 0915 for the treatment of early‐stage non‐small cell lung cancer (NSCLC) using stereotactic body radiotherapy (SBRT). Twenty‐five clinical patients, five per lung lobe, previously treated for NSCLC using 3D CRT SBRT under respective RTOG protocols were replanned with VMAT and DCAT techniques. All plans were compared using respective RTOG dosimetric indices. High‐ and low‐dose spillage improved for VMAT and DCAT plans, though only VMAT was able to improve dose to all organs at risk (OARs). DCAT was only able to provide a minimal improvement in dose to the heart and ipsilateral brachial plexus. Mean bilateral, contralateral, and V20 (percentage of bilateral lung receiving at least 20 Gy dose) doses were reduced with VMAT in comparison with respective 3D CRT clinical plans. Though some of the DCAT plans had values for the above indices slightly higher than their respective 3D CRT plans, they still were able to meet the RTOG constraints. VMAT and DCAT were able to offer improved skin dose by 1.1% and 11%, respectively. Monitor units required for treatment delivery increased with VMAT by 41%, but decreased with DCAT by 26%. VMAT and DCAT provided improved dose distributions to the PTV, but only VMAT was consistently superior in sparing dose to OARs in all the five lobes. DCAT should still remain an alternative to 3D CRT in facilities that do not have VMAT or intensity‐modulated radiotherapy (IMRT) capabilities. PACS numbers: 87.53.Ly, 87.55.dk, 87.55.D‐
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Stereotactic radiosurgery (SRS) with volumetric modulated arc therapy (VMAT): interim results of a multi-arm phase I trial (DESTROY-2). Clin Oncol (R Coll Radiol) 2014; 26:748-56. [PMID: 25175042 DOI: 10.1016/j.clon.2014.08.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2014] [Revised: 06/22/2014] [Accepted: 08/07/2014] [Indexed: 01/07/2023]
Abstract
AIMS To present the interim results of a phase I trial on stereotactic radiosurgery (SRS) delivered using volumetric modulated arc therapy (VMAT) in patients with primary or metastatic tumours in different extracranial sites. MATERIALS AND METHODS Patients were enrolled in different arms according to tumour site and clinical stage, and sequentially assigned to a given dose level. Acute toxicity, tumour response and early local control were investigated and reported. RESULTS One hundred lesions in 65 consecutive patients (male/female: 30/35, median age: 66 years; range: 40-89) were treated. Of these 100 lesions, 21 were primary or metastatic lung tumours, 24 were liver metastases, 30 were bone metastases, 24 were nodal metastases and one was a primary vulvar melanoma. The prescribed dose ranged from 12 (BED(2Gy,α/β:10) = 26.4 Gy) to 28 Gy (BED(2Gy,α/β:10) = 106.4 Gy) to the planning target volume. Twenty-one patients (32.3%) experienced grade 1-2 acute toxicity, which was grade 2 in only two cases. The overall response rate based on computed tomography/magnetic resonance imaging was 52% (95% confidence interval 40.1-63.2%) and based on positron emission tomography scan was 90% (95% confidence interval 76.2-96.4%). As of November 2013, the median duration of follow-up was 11 months (range = 1-38). Recurrence/progression within the SRS-VMAT treated field was observed in nine patients (total lesions = 18): the inside SRS-VMAT field local control expressed on a per lesion basis was 87.8% at 12 months and 71.9% at 24 months. CONCLUSIONS The maximum tolerable dose has not yet been reached in any study arm. SRS-VMAT resulted in positive early clinical results in terms of tumour response, local control rate and acute toxicity.
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Hu XY, Fang XM, Chen HW, Yao XJ, Qian PY, Zhou JY, Guo J, Lerner A, Hu CH. Early detection of acute radiation-induced lung injury with multi-section CT perfusion imaging: An initial experience. Clin Radiol 2014; 69:853-60. [PMID: 24837694 DOI: 10.1016/j.crad.2014.03.022] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2013] [Revised: 02/12/2014] [Accepted: 03/27/2014] [Indexed: 10/25/2022]
Abstract
AIM To explore the value of 64-section computed tomography (CT) perfusion imaging (CTPI) in the early diagnosis of acute radiation-induced lung injury (ARILI). MATERIALS AND METHODS Fifty-one patients with oesophageal cancers or malignant thymomas received postoperative radiation therapy with a 60-62 Gy dose and underwent CTPI at pre- and post-radiation therapy time points (week 0, week 4, week 8, and week 12 respectively). The CTPI values were prospectively compared and analysed in order to evaluate the diagnostic utility of CTPI in the early diagnosis of ARILI. RESULTS Eighteen cases (18/51) of ARILI were diagnosed. The mean values of relative regional blood flow (rrBF), relative regional volume (rrBV), and relative regional permeability surface (rrPS) in the ARILI group were correspondingly higher than those of the non-ARILI group. At week 4, rrBF, rrBV, and rrPS in the ARILI group were significantly higher than those at pre-radiation (each p < 0.05). In the non-ARILI group, rrBF and rrBV were higher than those at pre-radiation (each p < 0.05); however, rrPS was not statistically different from that of pre-irradiation. Applying the diagnostic threshold value of rrPS = 1.22, the sensitivity, specificity, and positive and negative predictive values of CTPI for early diagnosis of ARILI were better than those of CT. CONCLUSION CTPI metrics may reflect haemodynamic changes in the post-irradiation lung and can detect cases of early ARILI that appear normal at CT. CTPI is a promising technique for early diagnosis of ARILI.
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Affiliation(s)
- X-Y Hu
- Imaging Center, Wuxi People's Hospital, Nanjing Medical University, Jiangsu Province 214023, China
| | - X-M Fang
- Imaging Center, Wuxi People's Hospital, Nanjing Medical University, Jiangsu Province 214023, China.
| | - H-W Chen
- Imaging Center, Wuxi People's Hospital, Nanjing Medical University, Jiangsu Province 214023, China
| | - X-J Yao
- Imaging Center, Wuxi People's Hospital, Nanjing Medical University, Jiangsu Province 214023, China
| | - P-Y Qian
- Imaging Center, Wuxi People's Hospital, Nanjing Medical University, Jiangsu Province 214023, China
| | - J-Y Zhou
- Radiotherapy Center, The First Affiliated Hospital of Suzhou University, Jiangsu Province 226001, China
| | - J Guo
- Radiotherapy Center, The First Affiliated Hospital of Suzhou University, Jiangsu Province 226001, China
| | - A Lerner
- Department of Radiology, LAC+USC Medical Center, University of Southern California, 1200 N State St, Los Angeles, CA, United States of America
| | - C-H Hu
- Imaging Center, The First Affiliated Hospital of Suzhou University, Jiangsu Province 226001, China.
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Glide-Hurst CK, Chetty IJ. Improving radiotherapy planning, delivery accuracy, and normal tissue sparing using cutting edge technologies. J Thorac Dis 2014; 6:303-18. [PMID: 24688775 PMCID: PMC3968554 DOI: 10.3978/j.issn.2072-1439.2013.11.10] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2013] [Accepted: 11/07/2013] [Indexed: 12/25/2022]
Abstract
In the United States, more than half of all new invasive cancers diagnosed are non-small cell lung cancer, with a significant number of these cases presenting at locally advanced stages, resulting in about one-third of all cancer deaths. While the advent of stereotactic ablative radiation therapy (SABR, also known as stereotactic body radiotherapy, or SBRT) for early-staged patients has improved local tumor control to >90%, survival results for locally advanced stage lung cancer remain grim. Significant challenges exist in lung cancer radiation therapy including tumor motion, accurate dose calculation in low density media, limiting dose to nearby organs at risk, and changing anatomy over the treatment course. However, many recent technological advancements have been introduced that can meet these challenges, including four-dimensional computed tomography (4DCT) and volumetric cone-beam computed tomography (CBCT) to enable more accurate target definition and precise tumor localization during radiation, respectively. In addition, advances in dose calculation algorithms have allowed for more accurate dosimetry in heterogeneous media, and intensity modulated and arc delivery techniques can help spare organs at risk. New delivery approaches, such as tumor tracking and gating, offer additional potential for further reducing target margins. Image-guided adaptive radiation therapy (IGART) introduces the potential for individualized plan adaptation based on imaging feedback, including bulky residual disease, tumor progression, and physiological changes that occur during the treatment course. This review provides an overview of the current state of the art technology for lung cancer volume definition, treatment planning, localization, and treatment plan adaptation.
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High-risk CT features for detection of local recurrence after stereotactic ablative radiotherapy for lung cancer. Radiother Oncol 2013; 109:51-7. [DOI: 10.1016/j.radonc.2013.06.047] [Citation(s) in RCA: 106] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2013] [Revised: 06/20/2013] [Accepted: 06/24/2013] [Indexed: 11/19/2022]
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Senthi S, Dahele M, van de Ven PM, Slotman BJ, Senan S. Late radiologic changes after stereotactic ablative radiotherapy for early stage lung cancer: A comparison of fixed-beam versus arc delivery techniques. Radiother Oncol 2013; 109:77-81. [DOI: 10.1016/j.radonc.2013.08.034] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2013] [Revised: 08/11/2013] [Accepted: 08/16/2013] [Indexed: 12/14/2022]
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Mattonen SA, Palma DA, Haasbeek CJA, Senan S, Ward AD. Distinguishing radiation fibrosis from tumour recurrence after stereotactic ablative radiotherapy (SABR) for lung cancer: a quantitative analysis of CT density changes. Acta Oncol 2013; 52:910-8. [PMID: 23106174 DOI: 10.3109/0284186x.2012.731525] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND For patients treated with stereotactic ablative radiotherapy (SABR) for early-stage non-small cell lung cancer, benign computed tomography (CT) changes due to radiation-induced lung injury (RILI) can be difficult to differentiate from recurrence. We measured the utility of CT image feature analysis in differentiating RILI from recurrence, compared to Response Evaluation Criteria In Solid Tumours (RECIST). MATERIALS AND METHODS Twenty-two patients with 24 lesions treated with SABR were selected (11 with recurrence, 13 with substantial RILI). On each follow-up CT, consolidative changes and ground glass opacities (GGO) were contoured. For each lesion, contoured regions were analysed for mean and variation in Hounsfield units (HU), 3D volume, and RECIST size during follow-up. RESULTS One hundred and thirty-six CT scans were reviewed, with a median imaging follow-up of 26 months. The 3D volume and RECIST measures of consolidative changes could significantly distinguish recurrence from RILI, but not until 15 months post-SABR; mean volume at 15 months [all values ± 95% confidence interval (CI)] of 30.1 ± 19.3 cm(3) vs. 5.1 ± 3.6 cm(3) (p = 0.030) and mean RECIST size at 15 months of 4.34 ± 1.13 cm vs. 2.63 ± 0.84 cm (p = 0.028) respectively for recurrence vs. RILI. At nine months post-SABR, patients with recurrence had significantly higher-density consolidative changes (mean at nine months of -96.4 ± 32.7 HU vs. -143.2 ± 28.4 HU for RILI; p = 0.046). They also had increased variability of HU, an image texture metric, measured as the standard deviation (SD) of HU, in the GGO areas (SD at nine months of 210.6 ± 14.5 HU vs. 175.1 ± 18.7 HU for RILI; p = 0.0078). CONCLUSIONS Quantitative changes in mean HU and GGO textural analysis have the potential to distinguish RILI from recurrence as early as nine months post-SABR, compared to 15 months with RECIST and 3D volume. If validated, this approach could allow for earlier detection and salvage of recurrence, and result in fewer unnecessary investigations of benign RILI.
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Affiliation(s)
- Sarah A Mattonen
- Department of Medical Biophysics, University of Western Ontario, London, Ontario, Canada
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DEODATO FRANCESCO, CILLA SAVINO, MACCHIA GABRIELLA, CARAVATTA LUCIANA, MIGNOGNA SAMANTHA, MASSACCESI MARIANGELA, PICARDI VINCENZO, DIGESU CINZIA, SALLUSTIO GIUSEPPINA, BONOMO PIERLUIGI, PIERMATTEI ANGELO, FERRANDINA GABRIELLA, SCAMBIA GIOVANNI, VALENTINI VINCENZO, CELLINI NUMA, MORGANTI ALESSIOG. Extracranial radiosurgery with volumetric modulated arc therapy: Feasibility evaluation of a phase I trial. Oncol Lett 2013; 5:1889-1896. [PMID: 23833662 PMCID: PMC3700848 DOI: 10.3892/ol.2013.1276] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2012] [Accepted: 12/03/2012] [Indexed: 12/02/2022] Open
Abstract
The aim of this study was to report early clinical experience in stereotactic body radiosurgery (SBRS) delivered using volumetric intensity modulated arc therapy (VMAT) in patients with primary or metastatic tumors in various extra-cranial body sites. Each enrolled subject was included in a different phase I study arm, depending on the tumor site and the disease stage (lung, liver, bone, metastatic), and sequentially assigned to a particular dose level. Technical feasibility and dosimetric results were investigated. The acute toxicity, tumor response and early local control were also studied. In total, 25 lesions in 20 consecutive patients (male/female, 11/9; median age, 67 years; age range, 47-86 years) were treated. Of these 25 lesions, 4 were primary or metastatic lung tumors, 6 were liver metastases, 8 were bone metastases and 7 were nodal metastases. The dose-volume constraints for organs at risk (OARs) were observed in 19 patients using a single-arc technique. Only in one patient were two arcs required. The treatment was performed without interruption or any other technical issues. The prescribed dose ranged from 12-26 Gy to the planning target volume (PTV). Delivery time ranged from 4 min to 9 min and 13 sec (median, 6 min and 6 sec). No incidence of grade 2-4 acute toxicity was recorded. The overall response rate was 48% (95% confidence interval (CI), 24.2-70.2) based on computed tomography (CT)/magnetic resonance imaging (MRI) and 89% (95% CI, 58.6-98.7) based on the positron emission tomography (PET) scan. SBRS delivered by means of VMAT allowed the required target coverage to be achieved while remaining within the normal tissue dose-volume constraints in the 20 consecutive patients. VMAT-SBRS resulted in adequate technical feasibility; the maximum tolerable dose has not yet been reached in any study arm.
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Affiliation(s)
- FRANCESCO DEODATO
- Units of Radiotherapy, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
| | - SAVINO CILLA
- Medical Physics, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
| | - GABRIELLA MACCHIA
- Units of Radiotherapy, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
| | - LUCIANA CARAVATTA
- Units of Radiotherapy, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
| | - SAMANTHA MIGNOGNA
- Palliative Therapies, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
| | - MARIANGELA MASSACCESI
- Units of Radiotherapy, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
| | - VINCENZO PICARDI
- Units of Radiotherapy, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
| | - CINZIA DIGESU
- Units of Radiotherapy, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
| | - GIUSEPPINA SALLUSTIO
- Radiology, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
| | - PIERLUIGI BONOMO
- Palliative Therapies, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
| | - ANGELO PIERMATTEI
- Departments of Medical Physics, Università Cattolica del S. Cuore, I-86100 Campobasso,
Italy
| | - GABRIELLA FERRANDINA
- Gynaecologic Oncology, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
| | - GIOVANNI SCAMBIA
- Gynaecologic Oncology, Università Cattolica del S. Cuore, I-86100 Campobasso,
Italy
| | - VINCENZO VALENTINI
- Radiotherapy, Università Cattolica del S. Cuore, I-86100 Campobasso,
Italy
| | - NUMA CELLINI
- Radiotherapy, Università Cattolica del S. Cuore, I-86100 Campobasso,
Italy
| | - ALESSIO G MORGANTI
- Units of Radiotherapy, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
- Palliative Therapies, Fondazione di Ricerca e Cura “Giovanni Paolo II”, Università Cattolica del S. Cuore
- Radiotherapy, Università Cattolica del S. Cuore, I-86100 Campobasso,
Italy
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Chi A, Ma P, Fu G, Hobbs G, Welsh JS, Nguyen NP, Jang SY, Dai J, Jin J, Komaki R. Critical structure sparing in stereotactic ablative radiotherapy for central lung lesions: helical tomotherapy vs. volumetric modulated arc therapy. PLoS One 2013; 8:e59729. [PMID: 23577071 PMCID: PMC3618449 DOI: 10.1371/journal.pone.0059729] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2012] [Accepted: 02/21/2013] [Indexed: 12/25/2022] Open
Abstract
Background Helical tomotherapy (HT) and volumetric modulated arc therapy (VMAT) are both advanced techniques of delivering intensity-modulated radiotherapy (IMRT). Here, we conduct a study to compare HT and partial-arc VMAT in their ability to spare organs at risk (OARs) when stereotactic ablative radiotherapy (SABR) is delivered to treat centrally located early stage non-small-cell lung cancer or lung metastases. Methods 12 patients with centrally located lung lesions were randomly chosen. HT, 2 & 8 arc (Smart Arc, Pinnacle v9.0) plans were generated to deliver 70 Gy in 10 fractions to the planning target volume (PTV). Target and OAR dose parameters were compared. Each technique’s ability to meet dose constraints was further investigated. Results HT and VMAT plans generated essentially equivalent PTV coverage and dose conformality indices, while a trend for improved dose homogeneity by increasing from 2 to 8 arcs was observed with VMAT. Increasing the number of arcs with VMAT also led to some improvement in OAR sparing. After normalizing to OAR dose constraints, HT was found to be superior to 2 or 8-arc VMAT for optimal OAR sparing (meeting all the dose constraints) (p = 0.0004). All dose constraints were met in HT plans. Increasing from 2 to 8 arcs could not help achieve optimal OAR sparing for 4 patients. 2/4 of them had 3 immediately adjacent structures. Conclusion HT appears to be superior to VMAT in OAR sparing mainly in cases which require conformal dose avoidance of multiple immediately adjacent OARs. For such cases, increasing the number of arcs in VMAT cannot significantly improve OAR sparing.
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Affiliation(s)
- Alexander Chi
- Department of Radiation Oncology, West Virginia University, Morgantown, West Virginia, USA.
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Nicolini G, Ghosh-Laskar S, Shrivastava SK, Banerjee S, Chaudhary S, Agarwal JP, Munshi A, Clivio A, Fogliata A, Mancosu P, Vanetti E, Cozzi L. Volumetric Modulation Arc Radiotherapy With Flattening Filter-Free Beams Compared With Static Gantry IMRT and 3D Conformal Radiotherapy for Advanced Esophageal Cancer: A Feasibility Study. Int J Radiat Oncol Biol Phys 2012; 84:553-60. [DOI: 10.1016/j.ijrobp.2011.12.041] [Citation(s) in RCA: 78] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2011] [Revised: 12/07/2011] [Accepted: 12/08/2011] [Indexed: 11/26/2022]
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Mathew L, VanDyk J, Etemad-Rezai R, Rodrigues G, Parraga G. Hyperpolarized 3
He pulmonary functional magnetic resonance imaging prior to radiation therapy. Med Phys 2012; 39:4284-90. [DOI: 10.1118/1.4729713] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
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