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Phillips WJ, Jackson A, Kidane B, Lim G, Navani V, Wheatley-Price P. Immunotherapy for Early-Stage Non-Small Cell Lung Cancer: A Practical Guide of Current Controversies. Clin Lung Cancer 2025; 26:179-190. [PMID: 39893112 DOI: 10.1016/j.cllc.2025.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 01/08/2025] [Accepted: 01/09/2025] [Indexed: 02/04/2025]
Abstract
The role of immunotherapy as systemic therapy for nonmetastatic non-small cell lung cancer (NSCLC) has evolved rapidly over the last decade. There are several well-conducted phase 3 clinical trials evaluating immunotherapy in the neoadjuvant, perioperative, adjuvant and nonoperative setting. In this narrative review, we summarize the data from these studies and discuss ongoing controversies in applying these data to clinical practice. These controversies relate to the value of the adjuvant component of perioperative immunotherapy, treatment of patients with PDL1 negative tumors, defining resectability, optimal use of operative versus nonoperative management, the role of stereotactic radiation therapy for very early lung cancers, and management of tumors with an oncogenic driver.
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Affiliation(s)
| | - Ashley Jackson
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Biniam Kidane
- Department of Surgery and Cancer Care Manitoba, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Gerald Lim
- Division of Radiation Oncology, Tom Baker Cancer Centre, Calgary, Alberta, Canada; Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Vishal Navani
- Division of Medical Oncology, Tom Baker Cancer Centre, Calgary, Alberta, Canada; Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Paul Wheatley-Price
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada; The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.
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Mauro GP, Pereira MLAJF, de Oliveira Costa MJ, Carvalho HA. Salvage lung SBRT may be a curative option after lobectomy. Rep Pract Oncol Radiother 2025; 30:27-33. [PMID: 40242425 PMCID: PMC11999021 DOI: 10.5603/rpor.104385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 01/07/2025] [Indexed: 04/18/2025] Open
Abstract
Background This study intends to analyze the feasibility and the outcomes of stereotactic body radiotherapy (SBRT) as a salvage treatment for lung cancer after primary surgery and compare them with the results of SBRT as the first treatment option. Materials and methods Retrospective analysis of early-stage non-small cell lung cancer (NSCLC) treated with SBRT, either as a primary treatment or as salvage treatment after primary surgery. Results From January 2017 to January 2022, 68 patients were analyzed. 80% were 65 years-old or above. Seven (10%) underwent SBRT as a salvage treatment after primary surgery. Most lesions treated with primary SBRT were peripheral (n = 33; 54.1%), opposed to the salvage group, where 71.4% were central lesions (n = 5). Patients who had previous surgery presented with lower forced expiratory volume in 1 second (FEV1) (p = 0.006). Median time between surgery and salvage SBRT was 35.4 months. Median follow-up was 29.3 months; median overall survival (OS) at 2 years and 3 years was, respectively, 73.5% and 67.6% (median 52.5 months), with no difference between groups. Median local, regional, and distant progression free survivals were not reached. Local control was 94.1% at 2 years and 92.6% at 3 years. Only 5 (8.2%) patients presented late grade 3-4 pneumonitis, and one, grade 5 (fatal), all in the primary SBRT group. Conclusion SBRT as salvage after primary surgery is feasible and seems to be safe. Outcomes are expected to be equivalent to those of the patients submitted to primary SBRT.
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Affiliation(s)
- Geovanne Pedro Mauro
- Radiology and Oncology, University of Sao Paulo Hospital of Clinics, Sao Paulo, Brazil
| | | | | | - Heloisa A. Carvalho
- Radiology and Oncology, University of Sao Paulo Hospital of Clinics, Sao Paulo, Brazil
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Matsumoto S, Mukumoto N, Ono T, Iramina H, Hirashima H, Adachi T, Miyabe Y, Kishi N, Mizowaki T, Nakamura M. Margins to compensate for respiratory-induced mismatches between lung tumor and fiducial marker positions using four-dimensional computed tomography. Phys Imaging Radiat Oncol 2025; 33:100728. [PMID: 40026906 PMCID: PMC11871501 DOI: 10.1016/j.phro.2025.100728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Revised: 01/31/2025] [Accepted: 02/05/2025] [Indexed: 03/05/2025] Open
Abstract
Background and purpose Tumors and fiducial markers do not always exhibit synchronous motion across different respiratory phases, in a phenomenon called the target localization error (TLE). We determined the margin to compensate for the TLE using four-dimensional computed tomography (4D-CT). Materials and methods We analyzed data from 21 lung tumor patients with fiducial markers; 11 for TLE determination and 10 for validation. Shifted CT images were generated by aligning the centroids of the fiducial markers in the reference phase of 4D-CT with those in each respiratory phase, and the union of gross tumor volumes (GTVs) was determined (G T V u n i o n s h i f t ). Conversely, variations in GTV centroids across the respiratory phases were calculated, and the 95th percentile of the root mean square error was defined as the TLE. Using this TLE, a GTV with an added TLE (G T V T L E r e f ) was generated in the reference phase. Subsequently, a treatment plan assuming dynamic tumor tracking (DTT) was created for the planning target volume, derived by adding an isotropic 5 mm margin toG T V T L E r e f , and the dose coverage forG T V u n i o n s h i f t was evaluated. Results The TLEs (standard deviations of the root mean square error) were 2.0 (0.8) mm, 2.1(0.7) mm, and 3.2 (1.1) mm in the left - right, anterior - posterior, and superior - inferior directions, respectively. A dosimetric evaluation revealed thatG T V u n i o n s h i f t did not receive 100 % of the prescribed dose in four of 10 cases owing to artifacts. Conclusion The TLE can be compensated by adding an anisotropic margin to the GTV in the reference phase, a critical consideration in DTT.
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Affiliation(s)
- Seiya Matsumoto
- Department of Advanced Medical Physics, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507 Japan
| | - Nobutaka Mukumoto
- Department of Radiation Oncology, Graduate School of Medicine, Osaka Metropolitan University, 1-5-7 Asahi-machi, Abeno-ku, Osaka 545-0051 Japan
| | - Tomohiro Ono
- Department of Radiation Oncology, Shiga General Hospital, 5-4-30 Moriyama, Moriyama, Shiga 524-0022, Japan
| | - Hiraku Iramina
- Department of Radiation Oncology and Image-Applied Therapy, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Hideaki Hirashima
- Department of Radiation Oncology and Image-Applied Therapy, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Takanori Adachi
- Department of Radiation Oncology and Image-Applied Therapy, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Yuki Miyabe
- Department of Radiation Oncology, Kitano Hospital, 2-4-20 Ogi-machi, Kita-ku, Osaka 530-8480, Japan
| | - Noriko Kishi
- Department of Radiation Oncology and Image-Applied Therapy, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Takashi Mizowaki
- Department of Radiation Oncology and Image-Applied Therapy, Graduate School of Medicine, Kyoto University, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Mitsuhiro Nakamura
- Department of Advanced Medical Physics, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507 Japan
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Ramasamy G, Muanza T, Kasymjanova G, Agulnik J. Models and Biomarkers for Local Response Prediction in Early-Stage and Oligometastatic Non-small Cell Lung Cancer Patients Treated With Stereotactic Body Radiation Therapy Using Machine Learning. Cureus 2024; 16:e75819. [PMID: 39816274 PMCID: PMC11734944 DOI: 10.7759/cureus.75819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/16/2024] [Indexed: 01/18/2025] Open
Abstract
Background A minority of patients receiving stereotactic body radiation therapy (SBRT) for non-small cell lung cancer (NSCLC) are not good responders. Radiomic features can be used to generate predictive algorithms and biomarkers that can determine treatment outcomes and stratify patients to their therapeutic options. This study investigated and attempted to validate the radiomic and clinical features obtained from early-stage and oligometastatic NSCLC patients who underwent SBRT, to predict local response. Methodology A single-institution, Institutional Review Board (IRB)-approved retrospective review was conducted on adult patients with early-stage and oligometastatic SBRT-treated NSCLC at the Jewish General Hospital. The study included 98 patients (82 with early-stage NSCLC and 16 with oligometastatic disease), with a median age of 76 years and a male-to-female ratio of 46:52. A total of 116 lesions were treated with SBRT between 2009 and 2022. Radiomics features (n = 107) were extracted from CT planning scans using PyRadiomics, and clinical data were collected for all 98 patients. Local response was assessed according to Response Evaluation Criteria In Solid Tumors (RECIST 1.1) criteria. Classification models, including support vector machines, random forests, adaptive boosting, and multi-layer perceptrons (MLPs), were used. Models were trained using a fivefold cross-validation scheme. Their performances were measured with receiver operating characteristic plots on the validation folds. Using the importance of the permutation feature, predictive biomarkers were identified. Results The most predictive model, incorporating all patients and using an MLP classifier with Adaptive Synthetic (ADASYN) sampling, a combined-input approach, and a radiomic filter, achieved an area under the curve (AUC) of 0.94 ± 0.05. When oligometastatic patients were omitted, the best model (AUC 0.95 ± 0.06) was also predictive, using a support vector classification (SVC) radial basis function (RBF) classifier, ADASYN sampling, and a clinical-based input. Treatment site and performance status, along with radiomic features such as first-order root-mean-squared-intensity, first-order skewness, and gray-level nonuniformity, were found to be predictive biomarkers. Conclusions The predictive models generated and the biomarkers identified could be used in clinical decision support systems for SBRT-treated NSCLC patients. Additionally, treatment site, performance status, and radiomic features were the most predictive variables.
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Affiliation(s)
- Gemini Ramasamy
- Department of Experimental Medicine, McGill University, Montreal, CAN
| | - Thierry Muanza
- Division of Radiation Oncology, Sir Mortimer B. Davis Jewish General Hospital, McGill University, Montreal, CAN
| | - Goulnar Kasymjanova
- Department of Medicine and Pulmonary Oncology, Sir Mortimer B. Davis Jewish General Hospital, McGill University, Montreal, CAN
| | - Jason Agulnik
- Anna and Peter Brojde Lung Cancer Center, Sir Mortimer B. Davis Jewish General Hospital, McGill University, Montreal, CAN
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Ramasamy G, Muanza T. Radiomics As Biomarkers for the Treatment of Non-small Cell Lung Cancer With Stereotactic Body Radiation Therapy: A Review of Concepts. Cureus 2024; 16:e73082. [PMID: 39640122 PMCID: PMC11620770 DOI: 10.7759/cureus.73082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/03/2024] [Indexed: 12/07/2024] Open
Abstract
Stereotactic body radiation therapy (SBRT) is currently the alternative for inoperable early-stage and oligometastatic non-small cell lung cancer (NSCLC) patients. While most patients are good responders among this specific group, some patients do not experience the benefits of this treatment. Even though physicians use clinical variables and semantic radiological features to make treatment decisions, medical images contain a wealth of personalized pathophysiological information that can be extracted and used for clinical decision support systems. In the form of radiomics features, details unique to each patient's medical scans can be utilized to create predictive models and to identify biomarking signatures. Then, these tools and indices can predict treatment outcomes and categorize patients to the most optimal treatment regimen. A conceptual review of relevant topics centered around the identification and development of radiomic-based biomarkers for SBRT-treated NSCLC was conducted. To begin with, an overview of the nature and management of non-small cell lung cancer was provided. To continue, biomarkers were defined in the context of cancer care. Then, the uses of stereotactic body radiation therapy in the treatment of NSCLC were further explained. Finally, the study of radiomics was discussed, and the uses and limitations of radiomic features and ML for SBRT-treated NSCLC were expanded upon. Radiomics-based biomarkers and predictive algorithmic models can potentially improve the SBRT treatment of early-stage and oligometastatic NSCLC by providing personalized support systems to healthcare professionals. While many institutions are attempting to optimize their biomarkers and AI-based tools for clinical use, additional prospective studies are needed to properly ensure their efficacy. As such, the improvements made in the field of personalized medicine are promising.
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Affiliation(s)
| | - Thierry Muanza
- Radiation Oncology, Sir Mortimer B. Davis Jewish General Hospital, Montreal, CAN
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Iwana-Yamada M, Shibamoto Y, Baba F, Iwata H, Ishikura S, Nagayoshi J, Hiwatashi A, Ogino H. Dose Prescription to Isodose Lines in Static Multi-Beam Stereotactic Body Radiotherapy for Lung Tumors: Which Line Is Optimal? Kurume Med J 2024; 69:217-226. [PMID: 38233174 DOI: 10.2739/kurumemedj.ms6934016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
This study investigated the appropriate dose prescription method in static multi-beam stereotactic body radiotherapy for lung tumors. Static multi-beam stereotactic body radiotherapy is a mainstream treatment in Japan. Based on the hypothesis that dose prescription to lower isodose lines may improve planning target volume dose coverage and decrease doses to organs at risk, we investigated changes in dose-volume histograms with prescription to various isodose lines for planning target volume in static multi-beam stereotactic body radiotherapy. In all treatment plans, 45 Gy in 4 fractions were prescribed to 95% of the planning target volume. By adjusting the leaf margins of each beam, various prescription isodose lines encompassing 95% volume of the planning target volume were generated. The prescription isodose lines investigated were 40, 50, 60, 70, 80 and 90% lines relative to the maximum dose of each planning target volume. The conformity index, homogeneity index, mean lung dose, and V5-V40 of the lung were evaluated. The dose was calculated by the adaptive convolve algorithm. The conformity index was lowest in the 70% or 80% isodose plan. The mean lung doses and V10-V40 of the lung decreased steeply from the 90% to the 70% isodose plan, and was lowest in the 60% and 70% isodose plans. These indices increased in the 40% and 50% isodose plans. The optimal stereotactic body radiotherapy plans appeared to be dose prescription to the 60% or 70% isodose line. Further investigation is warranted to clarify the advantage of using this method clinically.
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Affiliation(s)
- Maho Iwana-Yamada
- Department of Radiotherapy, Nagoya Proton Therapy Center
- Department of Radiology, Nagoya City University Graduate School of Medical Sciences
| | - Yuta Shibamoto
- Department of Radiology, Nagoya City University Graduate School of Medical Sciences
| | - Fumiya Baba
- Department of Radiotherapy, Nagoya Proton Therapy Center
- Department of Radiology, Nagoya City University Graduate School of Medical Sciences
| | - Hiromitsu Iwata
- Department of Radiation Oncology, Nagoya Proton Therapy Center
- Department of Radiology, Nagoya City University Graduate School of Medical Sciences
| | - Satoshi Ishikura
- Department of Radiology, Nagoya City University Graduate School of Medical Sciences
| | - Junpei Nagayoshi
- Department of Radiological Technology, Nagoya City University West Medical Center
| | - Akio Hiwatashi
- Department of Radiology, Nagoya City University Graduate School of Medical Sciences
| | - Hiroyuki Ogino
- Department of Radiation Oncology, Nagoya Proton Therapy Center
- Department of Radiology, Nagoya City University Graduate School of Medical Sciences
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Chvetsov AV. Equivalent uniform RBE-weighted dose in eye plaque brachytherapy. Med Phys 2024; 51:3093-3100. [PMID: 38353266 DOI: 10.1002/mp.16982] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 12/22/2023] [Accepted: 01/30/2024] [Indexed: 04/05/2024] Open
Abstract
BACKGROUND Brachytherapy for ocular melanoma is based on the application of eye plaques with different spatial dose nonuniformity, time-dependent dose rates and relative biological effectiveness (RBE). PURPOSE We propose a parameter called the equivalent uniform RBE-weighted dose (EUDRBE) that can be used for quantitative characterization of integrated cell survival in radiotherapy modalities with the variable RBE, dose nonuniformity and dose rate. The EUDRBE is applied to brachytherapy with 125I eye plaques designed by the Collaborative Ocular Melanoma Study (COMS). METHODS The EUDRBE is defined as the uniform dose distribution with RBE = 1 that causes equal cell survival for a given nonuniform dose distribution with the variable RBE > 1. The EUDRBE can be used for comparison of cell survival for nonuniform dose distributions with different RBE, because they are compared to the reference dose with RBE = 1. The EUDRBE is applied to brachytherapy with 125I COMS eye plaques that are characterized by a steep dose gradient in tumor base-apex direction, protracted irradiation during time intervals of 3-8 days, and variable dose-rate dependent RBE with a maximum of about 1.4. The simulations are based on dose of 85 Gy prescribed to the farthest intraocular extent of the tumor (tumor apex). To compute the EUDRBE in eye plaque brachytherapy and correct for protracted irradiation, the distributions of physical dose have been converted to non-uniform distributions of biologically effective dose (BED) to include the biological effects of sublethal cellular repair, Our radiobiological analysis considers the combined effects of different time-dependent dose rates, spatial dose non-uniformity, dose fractionation and different RBE and can be used to derive optimized dose regimens brachytherapy. RESULTS Our simulations show that the EUDRBE increases with the prescription depths and the maximum increase may achieve 6% for the tumor height of 12 mm. This effect stems from a steep dose gradient within the tumor that increases with the prescription depth. The simulations also show that the EUDRBE increase may achieve 12% with increasing the dose rate when implant duration decreases. The combined effect of dose nonuniformity and dose rate may change the EUDRBE up to 18% for the same dose prescription of 85 Gy to tumor apex. The absolute dose range of 48-61 Gy (RBE) for the EUDRBE computed using 4 or 5 fractions is comparable to the dose prescriptions used in stereotactic body radiation therapy (SBRT) with megavoltage X-rays (RBE = 1) for different cancers. The tumor control probabilities in SBRT and eye plaque brachytherapy are very similar at the level of 80% or higher that support the hypothesis that the selected approximations for the EUDRBE are valid. CONCLUSIONS The computed range of the EUDRBE in 125I COMS eye plaque brachytherapy suggests that the selected models and hypotheses are acceptable. The EUDRBE can be useful for analysis of treatment outcomes and comparison of different dose regimens in eye plaque brachytherapy.
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Affiliation(s)
- Alexei V Chvetsov
- Department of Radiation Oncology, University of Washington, Seattle, Washington, USA
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Yu L, Zhang Z, Yi H, Wang J, Li J, Wang X, Bai H, Ge H, Zheng X, Ni J, Qi H, Guan Y, Xu W, Zhu Z, Xing L, Dekker A, Wee L, Traverso A, Ye Z, Yuan Z. A PET/CT radiomics model for predicting distant metastasis in early-stage non-small cell lung cancer patients treated with stereotactic body radiotherapy: a multicentric study. Radiat Oncol 2024; 19:10. [PMID: 38254106 PMCID: PMC10802016 DOI: 10.1186/s13014-024-02402-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Accepted: 01/10/2024] [Indexed: 01/24/2024] Open
Abstract
OBJECTIVES Stereotactic body radiotherapy (SBRT) is a treatment option for patients with early-stage non-small cell lung cancer (NSCLC) who are unfit for surgery. Some patients may experience distant metastasis. This study aimed to develop and validate a radiomics model for predicting distant metastasis in patients with early-stage NSCLC treated with SBRT. METHODS Patients at five institutions were enrolled in this study. Radiomics features were extracted based on the PET/CT images. After feature selection in the training set (from Tianjin), CT-based and PET-based radiomics signatures were built. Models based on CT and PET signatures were built and validated using external datasets (from Zhejiang, Zhengzhou, Shandong, and Shanghai). An integrated model that included CT and PET radiomic signatures was developed. The performance of the proposed model was evaluated in terms of its discrimination, calibration, and clinical utility. Multivariate logistic regression was used to calculate the probability of distant metastases. The cutoff value was obtained using the receiver operator characteristic curve (ROC), and the patients were divided into high- and low-risk groups. Kaplan-Meier analysis was used to evaluate the distant metastasis-free survival (DMFS) of different risk groups. RESULTS In total, 228 patients were enrolled. The median follow-up time was 31.4 (2.0-111.4) months. The model based on CT radiomics signatures had an area under the curve (AUC) of 0.819 in the training set (n = 139) and 0.786 in the external dataset (n = 89). The PET radiomics model had an AUC of 0.763 for the training set and 0.804 for the external dataset. The model combining CT and PET radiomics had an AUC of 0.835 for the training set and 0.819 for the external dataset. The combined model showed a moderate calibration and a positive net benefit. When the probability of distant metastasis was greater than 0.19, the patient was considered to be at high risk. The DMFS of patients with high- and low-risk was significantly stratified (P < 0.001). CONCLUSIONS The proposed PET/CT radiomics model can be used to predict distant metastasis in patients with early-stage NSCLC treated with SBRT and provide a reference for clinical decision-making. In this study, the model was established by combining CT and PET radiomics signatures in a moderate-quantity training cohort of early-stage NSCLC patients treated with SBRT and was successfully validated in independent cohorts. Physicians could use this easy-to-use model to assess the risk of distant metastasis after SBRT. Identifying subgroups of patients with different risk factors for distant metastasis is useful for guiding personalized treatment approaches.
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Affiliation(s)
- Lu Yu
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China
| | - Zhen Zhang
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, 310022, China
- Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - HeQing Yi
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, 310022, China
| | - Jin Wang
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, 310022, China
| | - Junyi Li
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China
| | - Xiaofeng Wang
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China
| | - Hui Bai
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China
| | - Hong Ge
- The Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, China
| | - Xiaoli Zheng
- The Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, China
| | - Jianjiao Ni
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Haoran Qi
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Science, Jinan, Shandong, China
| | - Yong Guan
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China
| | - Wengui Xu
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China
| | - Zhengfei Zhu
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Ligang Xing
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Science, Jinan, Shandong, China
| | - Andre Dekker
- Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Leonard Wee
- Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Alberto Traverso
- Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Zhaoxiang Ye
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.
| | - Zhiyong Yuan
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.
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Sebastian NT, Webb A, Shilo K, Robb R, Xu-Welliver M, Haglund K, Brownstein J, DeNicola GM, Shen C, Williams TM. A PI3K gene expression signature predicts for recurrence in early-stage non-small cell lung cancer treated with stereotactic body radiation therapy. Cancer 2023; 129:3971-3977. [PMID: 37560930 DOI: 10.1002/cncr.34983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 06/30/2023] [Accepted: 07/11/2023] [Indexed: 08/11/2023]
Abstract
INTRODUCTION Increasingly, early-stage non-small cell lung cancer (NSCLC) is treated with stereotactic body radiation therapy (SBRT). Although treatment is generally effective, a small subset of tumors will recur because of radioresistance. Preclinical studies suggested PI3K-AKT-mTOR activation mediates radioresistance. This study sought to validate this finding in tumor samples from patients who underwent SBRT for NSCLC. METHODS Patients with T1-3N0 NSCLC treated with SBRT at our institution were included. Total RNA of formalin-fixed paraffin-embedded tumor biopsy specimens (pretherapy) was isolated and analyzed using the Clariom D assay. Risk scores from a PI3K activity signature and four published NSCLC signatures were generated and dichotomized by the median. Kaplan-Meier curves and Cox regressions were used to analyze their association with recurrence and overall survival (OS). The PI3K signature was also tested in a data set of resected NSCLC for additional validation. RESULTS A total of 92 patients were included, with a median follow-up of 18.3 months for living patients. There was no association of any of the four published gene expression signatures with recurrence or OS. However, high PI3K risk score was associated with higher local recurrence (hazard ratio [HR], 11.72; 95% CI, 1.40-98.0; p = .023) and worse disease-free survival (DFS) (HR, 3.98; 95% CI, 1.57-10.09; p = .0035), but not OS (p = .49), regional recurrence (p = .15), or distant recurrence (p = .85). In the resected NSCLC data set (n = 361), high PI3K risk score was associated with decreased OS (log-rank p = .013) but not DFS (p = 0.54). CONCLUSIONS This study validates that higher PI3K activity, measured by gene expression, is associated with local recurrence and worse DFS in early-stage NSCLC patients treated with SBRT. This may be useful in prognostication and/or tailoring treatment, and merits further validation.
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Affiliation(s)
- Nikhil T Sebastian
- Department of Radiation Oncology, Emory University, Atlanta, Georgia, USA
| | - Amy Webb
- Department of Biomedical Informatics, The Ohio State University, Columbus, Ohio, USA
| | - Konstantin Shilo
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Ryan Robb
- Department of Pharmacology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Meng Xu-Welliver
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Karl Haglund
- Department of Radiation Oncology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Jeremy Brownstein
- Department of Radiation Oncology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Gina M DeNicola
- Department of Metabolism and Physiology, Moffitt Cancer Center, Tampa, Florida, USA
| | - Changxian Shen
- Department of Radiation Oncology, City of Hope, Duarte, California, USA
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Monjazeb AM, Daly ME, Luxardi G, Maverakis E, Merleev AA, Marusina AI, Borowsky A, Mirhadi A, Shiao SL, Beckett L, Chen S, Eastham D, Li T, Vick LV, McGee HM, Lara F, Garcia L, Morris LA, Canter RJ, Riess JW, Schalper KA, Murphy WJ, Kelly K. Atezolizumab plus stereotactic ablative radiotherapy for medically inoperable patients with early-stage non-small cell lung cancer: a multi-institutional phase I trial. Nat Commun 2023; 14:5332. [PMID: 37658083 PMCID: PMC10474145 DOI: 10.1038/s41467-023-40813-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 08/11/2023] [Indexed: 09/03/2023] Open
Abstract
Stereotactic ablative radiotherapy (SABR) is a standard-of-care for medically-inoperable-early-stage non-small cell lung cancer (NSCLC). One third of patients progress and chemotherapy is rarely used in this population. We questioned if addition of the immune-checkpoint-inhibitor (ICI) atezolizumab to standard-of-care SABR can improve outcomes. We initiated a multi-institutional single-arm phase I study (NCT02599454) enrolling twenty patients with the primary endpoint of maximum tolerated dose (MTD); secondary endpoints of safety and efficacy; and exploratory mechanistic correlatives. Treatment is well tolerated and full dose atezolizumab (1200 mg) is the MTD. Efficacy signals include early responses (after 2 cycles of ICI, before initiation of SABR) in 17% of patients. Biomarkers of functional adaptive immunity, including T cell activation in the tumor and response to ex-vivo stimulation by circulating T cells, are highly predictive of benefit. These results require validation and are being tested in a phase III randomized trial.
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Affiliation(s)
| | | | | | | | | | | | | | - Amin Mirhadi
- Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA
| | | | | | - Shuai Chen
- UC Davis Health, Sacramento, CA, 95817, USA
| | - David Eastham
- David Grant USAF Medical Center, Travis AFB, Fairfield, CA, 93405, USA
| | | | | | | | | | | | | | | | | | | | | | - Karen Kelly
- UC Davis Health, Sacramento, CA, 95817, USA
- International Association for the Study of Lung Cancer, Denver, CO, 80202, USA
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11
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Khalifa J. [Impact of immunotherapy on the therapeutic strategy for the management of stage I non-small cell lung cancer: The radiation oncologist's point of view]. Cancer Radiother 2023; 27:653-658. [PMID: 37573193 DOI: 10.1016/j.canrad.2023.06.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 06/29/2023] [Indexed: 08/14/2023]
Abstract
Surgery is the standard treatment for operable patients with stage I non-small cell lung cancer (NSCLC) (T1-T2aN0M0). Stereotactic body radiotherapy (SBRT) is the treatment of choice for non-operable patients, and its positioning for operable patients remains to be clarified. The pattern of recurrence after management of stage I NSCLC is dominated by the risk of distant recurrence, this constituting the rationale for the adjunction of systemic treatment, and especially check point inhibitor (CPI), in combination with surgery or SBRT for patients with high risk features. While the benefit of postoperative CPI on the micro-metastatic disease is logically considered within the framework of a simply additive effect of both therapeutic modalities, it is reasonable to consider a synergistic effect of both CPI and SBRT. Given the role of tumor draining nodes in the development of an anti-tumor immune response, a "tumor-draining node sparing" strategy enabled by SBRT could therefore be of major interest in combination with CPI. Pending confirmation of the role of CPI in combination with RTS for the management of stage I NSCLC, we thus discuss in this review the theoretical advantages that this therapeutic strategy could have compared to a surgical strategy.
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Affiliation(s)
- J Khalifa
- Département de radiothérapie, institut universitaire du cancer de Toulouse - Onccopole, 1, avenue Irène-Joliot-Curie, 31000 Toulouse, France; Inserm U1037, équipe immunité anti-tumorale et immunothérapie, centre de recherche contre le cancer de Toulouse, 2, avenue Hubert-Curien, 31100 Toulouse, France.
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Tonneau M, Richard C, Routy B, Campeau MP, Vu T, Filion E, Roberge D, Mathieu D, Doucet R, Beliveau-Nadeau D, Bahig H. A competing risk analysis of the patterns and risk factors of recurrence in early-stage non-small cell lung cancer treated with stereotactic ablative radiotherapy. Radiother Oncol 2023; 185:109697. [PMID: 37169303 DOI: 10.1016/j.radonc.2023.109697] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 04/25/2023] [Accepted: 05/04/2023] [Indexed: 05/13/2023]
Abstract
INTRODUCTION To assess patterns of recurrence after stereotactic ablative radiotherapy (SABR) in patient ineligible to surgery with early-stage non-small cell lung cancer (ES-NSCLC), report survival and treatment after first recurrence. METHODS We performed a retrospective analysis on 1068 patients with ES-NSCLC and 1143 lesions. Between group differences were estimated using competing risk analysis and cause-specific hazard ratios were calculated. Overall survival (OS) after first recurrence was calculated. RESULTS Median follow-up was 37.6 months. Univariate analysis demonstrated that ultra-central location was associated with higher risk of regional recurrence (RR) and distant metastasis (DM) (p = 0.004 and 0.01). Central lesions were associated with higher risk of local recurrence (LR) and RR (p < 0.001). Ultra-central lesions were associated with shorter OS (p = 0.002) compared to peripheral lesions. In multivariate analysis, central location was the only factor associated with increased LR and RR risks (p = 0.016 and 0.005). Median OS after first recurrence was 14.8 months. There was no difference in OS after first recurrence between ultra-central, central, and peripheral lesions (p = 0.83). Patients who received a second SABR course had an OS of 51.3 months, compared to 19.5 months with systemic therapy and 8.1 months with supportive care (p < 0.0001). DISCUSSION The main prognostic factor for LR and RR risks was central location. Ultra-central and central tumors might benefit from treatment intensification strategies such as dose escalation and/or addition of systemic therapy to improve radiotherapy outcomes. After a first recurrence post SABR, patients with contralateral lung recurrences and those who were eligible to receive a second course of SABR had improved OS.
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Affiliation(s)
- Marion Tonneau
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada; Université de Médecine Henri Warembourg, Lille, France
| | - Corentin Richard
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Bertrand Routy
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Marie-Pierre Campeau
- Radiation Oncology Department, Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - Toni Vu
- Radiation Oncology Department, Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - Edith Filion
- Radiation Oncology Department, Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - David Roberge
- Radiation Oncology Department, Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - Dominique Mathieu
- Radiation Oncology Department, Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - Robert Doucet
- Radiation Oncology Department, Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - Dominic Beliveau-Nadeau
- Radiation Oncology Department, Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - Houda Bahig
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada; Radiation Oncology Department, Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada.
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13
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Tomatis S, Mancosu P, Reggiori G, Lobefalo F, Gallo P, Lambri N, Paganini L, La Fauci F, Bresolin A, Parabicoli S, Pelizzoli M, Navarria P, Franzese C, Lenoci D, Scorsetti M. Twenty Years of Advancements in a Radiotherapy Facility: Clinical Protocols, Technology, and Management. Curr Oncol 2023; 30:7031-7042. [PMID: 37504370 PMCID: PMC10378035 DOI: 10.3390/curroncol30070510] [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: 05/22/2023] [Revised: 07/19/2023] [Accepted: 07/20/2023] [Indexed: 07/29/2023] Open
Abstract
BACKGROUND Hypo-fractionation can be an effective strategy to lower costs and save time, increasing patient access to advanced radiation therapy. To demonstrate this potential in practice within the context of temporal evolution, a twenty-year analysis of a representative radiation therapy facility from 2003 to 2022 was conducted. This analysis utilized comprehensive data to quantitatively evaluate the connections between advanced clinical protocols and technological improvements. The findings provide valuable insights to the management team, helping them ensure the delivery of high-quality treatments in a sustainable manner. METHODS Several parameters related to treatment technique, patient positioning, dose prescription, fractionation, equipment technology content, machine workload and throughput, therapy times and patients access counts were extracted from departmental database and analyzed on a yearly basis by means of linear regression. RESULTS Patients increased by 121 ± 6 new per year (NPY). Since 2010, the incidence of hypo-fractionation protocols grew thanks to increasing Linac technology. In seven years, both the average number of fractions and daily machine workload decreased by -0.84 ± 0.12 fractions/year and -1.61 ± 0.35 patients/year, respectively. The implementation of advanced dose delivery techniques, image guidance and high dose rate beams for high fraction doses, currently systematically used, has increased the complexity and reduced daily treatment throughput since 2010 from 40 to 32 patients per 8 h work shift (WS8). Thanks to hypo-fractionation, such an efficiency drop did not affect NPY, estimating 693 ± 28 NPY/WS8, regardless of the evaluation time. Each newly installed machine was shown to add 540 NPY, while absorbing 0.78 ± 0.04 WS8. The COVID-19 pandemic brought an overall reduction of 3.7% of patients and a reduction of 0.8 fractions/patient, to mitigate patient crowding in the department. CONCLUSIONS The evolution of therapy protocols towards hypo-fractionation was supported by the use of proper technology. The characteristics of this process were quantified considering time progression and organizational aspects. This strategy optimized resources while enabling broader access to advanced radiation therapy. To truly value the benefit of hypo-fractionation, a reimbursement policy should focus on the patient rather than individual treatment fractionation.
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Affiliation(s)
- Stefano Tomatis
- Medical Physics Service, Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Pietro Mancosu
- Medical Physics Service, Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Giacomo Reggiori
- Medical Physics Service, Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Francesca Lobefalo
- Medical Physics Service, Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Pasqualina Gallo
- Medical Physics Service, Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Nicola Lambri
- Medical Physics Service, Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Lucia Paganini
- Medical Physics Service, Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Francesco La Fauci
- Medical Physics Service, Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Andrea Bresolin
- Medical Physics Service, Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Sara Parabicoli
- Medical Physics Service, Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Marco Pelizzoli
- Medical Physics Service, Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Pierina Navarria
- Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Ciro Franzese
- Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy
| | - Domenico Lenoci
- Development Strategic Initiatives Unit, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Marta Scorsetti
- Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy
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14
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Dong B, Chen R, Zhu X, Wu Q, Jin J, Wang W, Zhu Y, Jiang H, Bi N, Wang X, Xu X, Xu Y, Chen M. Comparison of stereotactic body radiation therapy versus surgery for multiple primary lung cancers after prior radical resection: A multicenter retrospective study. Clin Transl Radiat Oncol 2023; 40:100601. [PMID: 36936471 PMCID: PMC10020093 DOI: 10.1016/j.ctro.2023.100601] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 01/26/2023] [Accepted: 02/13/2023] [Indexed: 02/17/2023] Open
Abstract
Background Patients who previously underwent surgical resection of initial primary lung cancer are at a high risk of developing multiple primary lung cancers (MPLCs). The purpose of this study was to compare the efficacy and safety between stereotactic body radiation therapy (SBRT) and surgery for MPLCs patients after prior radical resection for the first lung cancers. Methods In this multicenter retrospective study, eligible MPLC patients with tumor diameter of 5.0 cm or less at N0M0 who underwent SBRT or reoperation between January 2013 and August 2020 were enrolled. The primary endpoint was the 3-year locoregional recurrence and treatment-related toxicity. Kaplan-Meier method was used to calculate survival rates. The χ2 test was adapted to assess the difference of categorical variables between the two subgroup patients. Results A total of 203 (73 in the SBRT group and 130 in the surgery group) patients from three academic cancer centers were evaluated with a median follow-up of 38.3 months. The cumulative 1-, 2-, and 3-year incidences of locoregional recurrence were 5.6 %, 7.0 % and 13.1 % in the SBRT group versus 3.2 %, 4.8 % and 7.4 % in the surgery group, respectively [hazard ratio (HR), 1.97; 95 % confidence interval (CI), 0.74-5.24; P = 0.14]. The cancer-specific survival rates were 95.9 %, 94.5 % and 88.1 % versus 96.9 %, 94.6 % and 93.8 % in the SBRT and surgery groups respectively (HR, 1.72; 95 % CI, 0.67-4.44; P = 0.23). In the SBRT group, two patients (2.7 %) suffered from grade 3 radiation pneumonitis, while in the surgery group, grade 3 complications occurred in four (3.1 %) patients, and four cases were expired due to pneumonia or pulmonary heart disease within 90 days after surgery. Conclusions SBRT is an effective therapeutic option with limited toxicity compared to surgery for patients with MPLCs after prior radical surgical resection, and it could be considered as an alternative treatment for those patients.
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Key Words
- BED, biological effective dose
- CCI, Charlson comorbidity index
- CSS, cancer-specific survival
- CT, computed tomography
- DM, distant metastasis
- FEV1, forced expiratory volume in the first second
- FVC, forced vital capacity
- ITV, internal target volume
- KPS, Karnofsky performance status
- LRR, locoregional recurrence
- Locoregional recurrence
- MPLC, multiple primary lung cancer
- Multiple primary lung cancers
- NSCLC, non-small cell lung cancer
- OS, overall survival
- PET/CT, positron emission tomography/computed tomography
- PTV, planning target volume
- Radical resection
- SBRT, stereotactic body radiation therapy
- Stereotactic body radiation therapy
- TTP, time to progression
- Toxicity
- VATS, video-assisted thoracoscopic surgery
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Affiliation(s)
- 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
- Department of Thoracic Radiotherapy, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, China
| | - Runzhe 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
| | - Xuan Zhu
- Department of Radiation Oncology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Qing Wu
- Department of Thoracic Radiotherapy, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, China
- The Second Clinical Medical College of Zhejiang Chinese Medicine University, Hangzhou, China
| | - Jia'nan Jin
- Department of Thoracic Radiotherapy, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, China
| | - Wenqing Wang
- Department of Radiation Oncology, Cancer Hospital Chinese Academy of Medical Sciences, Beijing, China
| | - Yujia Zhu
- 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
| | - Hui Jiang
- 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
| | - Nan Bi
- Department of Radiation Oncology, Cancer Hospital Chinese Academy of Medical Sciences, Beijing, China
| | - Xu Wang
- Department of Radiology, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, China
| | - Xiaofang Xu
- Department of Thoracic Oncology Surgery, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, China
| | - Yujin Xu
- Department of Thoracic Radiotherapy, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, China
- Corresponding authors at: The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), No. 1, East Banshan Road, Hangzhou 310022, China (Y. Zu) and Sun Yat-sen University Cancer Center, 651 East Dongfeng Road, Guangzhou 510060, China (M. Chen).
| | - 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
- Department of Thoracic Radiotherapy, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Zhejiang Key Laboratory of Radiation Oncology, Hangzhou, China
- Corresponding authors at: The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), No. 1, East Banshan Road, Hangzhou 310022, China (Y. Zu) and Sun Yat-sen University Cancer Center, 651 East Dongfeng Road, Guangzhou 510060, China (M. Chen).
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15
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Huang W, Deng HY, Wu XN, Xu K, Li P, Lin MY, Yuan C, Zhou Q. Surgical resection versus radiotherapy for clinical stage IA lung cancer ≤1 cm in size: A population-based study. Asian J Surg 2023; 46:385-393. [PMID: 35525696 DOI: 10.1016/j.asjsur.2022.04.078] [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: 02/10/2022] [Revised: 04/11/2022] [Accepted: 04/21/2022] [Indexed: 02/08/2023] Open
Abstract
OBJECTIVE With the increasing incidence of stage IA lung cancer ≤1 cm in size, the optimal primary treatment remains to be controversial, and thus, we compared the survival of these patients treated with radiotherapy, wedge resection, segmentectomy, or lobectomy in a large population. METHODS We identified patients with stage IA lung cancer ≤1 cm in size between 2004 and 2015 in the Surveillance, Epidemiology, and End Results (SEER) database. We compared the overall survival (OS) via Kaplan-Meier analysis and conducted Cox regression analysis via propensity score matching (PSM) method to identify the relative hazard ratio (HR) and difference of OS among these treatments in the subgroup stratified by four variables (age, total number of tumors, pathological grade, and histology). RESULTS A total of 5435 patients were included with a median age of 68 years (range, 6-94 years), of which 2131 (39.2%) were male, and 3510 (64.6%) were adenocarcinoma. The 5-year OS rate was 67.1%, 34.5%, 61.6%, 72.1%, and 75.0% for the entire study population, radiotherapy, wedge resection, segmentectomy, and lobectomy, respectively. In PSM analysis, wedge resection and segmentectomy were all superior to radiotherapy (P < 0.001), and segmentectomy was superior to wedge resection (P = 0.043), while segmentectomy was comparable with lobectomy (P = 0.058). In patients with multiple tumors, radiotherapy brought similar survival to surgery (wedge resection versus radiotherapy, P = 0.323; segmentectomy versus radiotherapy, P = 0.170; lobectomy versus radiotherapy, P = 0.796). CONCLUSIONS Among stage IA lung cancer with ≤1 cm, segmentectomy and lobectomy were identified as the potential effective treatments, with segmentectomy more preferred, while radiotherapy would be recommended in those with multiple tumors, which requires further verification.
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Affiliation(s)
- Weijia Huang
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, PR China
| | - Han-Yu Deng
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, PR China.
| | - Xiao-Na Wu
- West China Hospital, Sichuan University, Chengdu, PR China
| | - Kai Xu
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, PR China; West China School of Medicine, Sichuan University, Chengdu, PR China
| | - Peiwei Li
- West China School of Medicine, Sichuan University, Chengdu, PR China
| | - Ming-Ying Lin
- West China School of Medicine, Sichuan University, Chengdu, PR China
| | - Chi Yuan
- West China School of Medicine, Sichuan University, Chengdu, PR China
| | - Qinghua Zhou
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, PR China.
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Establishment of a Prediction Model for Overall Survival after Stereotactic Body Radiation Therapy for Primary Non-Small Cell Lung Cancer Using Radiomics Analysis. Cancers (Basel) 2022; 14:cancers14163859. [PMID: 36010853 PMCID: PMC9405862 DOI: 10.3390/cancers14163859] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/04/2022] [Accepted: 08/09/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Lung cancer remains the leading cause of cancer-related mortality worldwide. Although early-stage non-small cell lung cancer (NSCLC) is likely to be controlled with stereotactic body radiation therapy (SBRT), approximately 18% of patients lead to recurrence. The aim of this study was to identify prognostic factors and establish a predictive model for survival outcomes of patients with non-metastatic NSCLC treated with SBRT. Several radiomic features were selected as predictive factors and two prediction models were established from the pre-treatment computed tomography images of 250 patients in the training cohort. One radiomic factor remained a significant prognostic factor of overall survival (OS) (p = 0.044), and one predicting model could estimate OS time (mean: 37.8 months) similar to the real OS time (33.7 months). In this study, we identified one radiomic factor and one prediction model that can be widely used. Abstract Stereotactic body radiation therapy (SBRT) for early-stage non-small cell lung cancer (NSCLC) leads to recurrence in approximately 18% of patients. We aimed to extract the radiomic features, with which we predicted clinical outcomes and to establish predictive models. Patients with primary non-metastatic NSCLC who were treated with SBRT between 2002 and 2022 were retrospectively reviewed. The 358 primary tumors were randomly divided into a training cohort of 250 tumors and a validation cohort of 108 tumors. Clinical features and 744 radiomic features derived from primary tumor delineation on pre-treatment computed tomography were examined as prognostic factors of survival outcomes by univariate and multivariate analyses in the training cohort. Predictive models of survival outcomes were established from the results of the multivariate analysis in the training cohort. The selected radiomic features and prediction models were tested in a validation cohort. We found that one radiomic feature showed a significant difference in overall survival (OS) in the validation cohort (p = 0.044) and one predicting model could estimate OS time (mean: 37.8 months) similar to the real OS time (33.7 months). In this study, we identified one radiomic factor and one prediction model that can be widely used.
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Rationale for Combing Stereotactic Body Radiation Therapy with Immune Checkpoint Inhibitors in Medically Inoperable Early-Stage Non-Small Cell Lung Cancer. Cancers (Basel) 2022; 14:cancers14133144. [PMID: 35804917 PMCID: PMC9264861 DOI: 10.3390/cancers14133144] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 06/17/2022] [Accepted: 06/24/2022] [Indexed: 02/07/2023] Open
Abstract
Simple Summary The rate of recurrence remains high for lymph node negative early-stage non-small cell lung cancer that are over 2–3 cm in size following stereotactic body radiation therapy (SBRT). This is due to the increased incidence of out-of-field failures, which warrants the addition of systemic therapy. Immune checkpoint inhibitors (ICIs), a class of immunotherapy, may induce a strong distant therapeutic effect known as the “abscopal” effect. This makes them a very suitable class of drugs to be combined with SBRT when treating early lung cancer with high-risk features, such as larger tumor size. In this review, we discuss the rationale and evidence for doing so. Abstract Stereotactic body radiation therapy (SBRT) has been widely adopted as an alternative to lobar resection in medically inoperable patients with lymph-node negative (N0) early-stage (ES) non-small cell lung cancer (NSCLC). Excellent in-field local control has been consistently achieved with SBRT in ES NSCLC ≤ 3 cm in size. However, the out-of-field control following SBRT remains suboptimal. The rate of recurrence, especially distant recurrence remains high for larger tumors. Additional systemic therapy is warranted in N0 ES NSCLC that is larger in size. Radiation has been shown to have immunomodulatory effects on cancer, which is most prominent with higher fractional doses. Strong synergistic effects are observed when immune checkpoint inhibitors (ICIs) are combined with radiation doses in SBRT’s dose range. Unlike chemotherapy, ICIs can potentiate a strong systemic response outside of the irradiated field when combined with SBRT. Together with their less toxic nature, ICIs represent a very suitable class of systemic agents to be combined with SBRT when treating ES NSCLC with high-risk features, such as larger tumor size. In this review, we describe the rationale and emerging evidence, as well as ongoing investigations in this area.
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Shenker RF, Price JG, Jacobs CD, Palta M, Czito BG, Mowery YM, Kirkpatrick JP, Boyer MJ, Oyekunle T, Niedzwiecki D, Song H, Salama JK. Comparing Outcomes of Oligometastases Treated with Hypofractionated Image-Guided Radiotherapy (HIGRT) with a Simultaneous Integrated Boost (SIB) Technique versus Metastasis Alone: A Multi-Institutional Analysis. Cancers (Basel) 2022; 14:cancers14102403. [PMID: 35626008 PMCID: PMC9139819 DOI: 10.3390/cancers14102403] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 05/04/2022] [Accepted: 05/11/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Hypofractionated image-guided radiotherapy (HIGRT) is a common method in which high doses of radiation are delivered to treat oligometastatic disease. We have previously reported on the clinical outcomes of treating oligometastases with radiation using an elective simultaneous integrated boost technique (SIB), delivering higher doses to known metastases and reduced doses to adjacent bone or nodal basins. Here we compare outcomes of oligometastases receiving radiation targeting metastases alone (MA) versus those treated via an SIB. Both SIB and MA irradiation of oligometastases achieved high rates of tumor metastases control and similar pain control. Further investigation of this technique with prospective trials is warranted. Abstract Purpose: We previously reported on the clinical outcomes of treating oligometastases with radiation using an elective simultaneous integrated boost technique (SIB), delivering higher doses to known metastases and reduced doses to adjacent bone or nodal basins. Here we compare outcomes of oligometastases receiving radiation targeting metastases alone (MA) versus those treated via an SIB. Methods: Oligometastatic patients with ≤5 active metastases treated with either SIB or MA radiation at two institutions from 2013 to 2019 were analyzed retrospectively for treatment-related toxicity, pain control, and recurrence patterns. Tumor metastasis control (TMC) was defined as an absence of progression in the high dose planning target volume (PTV). Marginal recurrence (MR) was defined as recurrence outside the elective PTV but within the adjacent bone or nodal basin. Distant recurrence (DR) was defined as any recurrence that is not within the PTV or surrounding bone or nodal basin. The outcome rates were estimated using the Kaplan–Meier method and compared between the two techniques using the log-rank test. Results: 101 patients were treated via an SIB to 90 sites (58% nodal and 42% osseous) and via MA radiation to 46 sites (22% nodal and 78% osseous). The median follow-up among surviving patients was 24.6 months (range 1.4–71.0). Of the patients treated to MA, the doses ranged from 18 Gy in one fraction (22%) to 50 Gy in 10 fractions (50%). Most patients treated with an SIB received 50 Gy to the treated metastases and 30 Gy to the elective PTV in 10 fractions (88%). No acute grade ≥3 toxicities occurred in either cohort. Late grade ≥3 toxicity occurred in 3 SIB patients (vocal cord paralysis and two vertebral body compression), all related to the high dose PTV and not the elective volume. There was similar crude pain relief between cohorts. The MR-free survival rate at 2 years was 87% (95% CI: 70%, 95%) in the MA group and 98% (95% CI: 87%, 99%) in the SIB group (p = 0.07). The crude TMC was 89% (41/46) in the MA group and 94% (85/90) in the SIB group. There were no significant differences in DR-free survival (65% (95% CI: 55–74%; p = 0.24)), disease-free survival (60% (95% CI: 40–75%; p = 0.40)), or overall survival (88% (95% CI: 73–95%; p = 0.26)), between the MA and SIB cohorts. Conclusion: Both SIB and MA irradiation of oligometastases achieved high rates of TMC and similar pain control, with a trend towards improved MR-free survival for oligometastases treated with an SIB. Further investigation of this technique with prospective trials is warranted.
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Affiliation(s)
- Rachel F. Shenker
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC 27710, USA; (R.F.S.); (J.G.P.); (C.D.J.); (M.P.); (B.G.C.); (Y.M.M.); (J.P.K.); (M.J.B.); (H.S.)
| | - Jeremy G. Price
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC 27710, USA; (R.F.S.); (J.G.P.); (C.D.J.); (M.P.); (B.G.C.); (Y.M.M.); (J.P.K.); (M.J.B.); (H.S.)
- Department of Radiation Oncology, Lewis Katz School of Medicine at Temple University, Philadelphia, PA 19140, USA
| | - Corbin D. Jacobs
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC 27710, USA; (R.F.S.); (J.G.P.); (C.D.J.); (M.P.); (B.G.C.); (Y.M.M.); (J.P.K.); (M.J.B.); (H.S.)
- Cancer Care Northwest, Coeur d’Alene, ID 83814, USA
| | - Manisha Palta
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC 27710, USA; (R.F.S.); (J.G.P.); (C.D.J.); (M.P.); (B.G.C.); (Y.M.M.); (J.P.K.); (M.J.B.); (H.S.)
| | - Brian G. Czito
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC 27710, USA; (R.F.S.); (J.G.P.); (C.D.J.); (M.P.); (B.G.C.); (Y.M.M.); (J.P.K.); (M.J.B.); (H.S.)
| | - Yvonne M. Mowery
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC 27710, USA; (R.F.S.); (J.G.P.); (C.D.J.); (M.P.); (B.G.C.); (Y.M.M.); (J.P.K.); (M.J.B.); (H.S.)
- Department of Head and Neck Cancer & Communication Sciences, Duke University School of Medicine, Durham, NC 27710, USA
| | - John P. Kirkpatrick
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC 27710, USA; (R.F.S.); (J.G.P.); (C.D.J.); (M.P.); (B.G.C.); (Y.M.M.); (J.P.K.); (M.J.B.); (H.S.)
| | - Matthew J. Boyer
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC 27710, USA; (R.F.S.); (J.G.P.); (C.D.J.); (M.P.); (B.G.C.); (Y.M.M.); (J.P.K.); (M.J.B.); (H.S.)
- Durham Veterans Affairs Health Care System, Radiation Oncology Service, Durham, NC 27705, USA
| | - Taofik Oyekunle
- Department of Biostatistics, Duke University, Durham, NC 27710, USA; (T.O.); (D.N.)
| | - Donna Niedzwiecki
- Department of Biostatistics, Duke University, Durham, NC 27710, USA; (T.O.); (D.N.)
| | - Haijun Song
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC 27710, USA; (R.F.S.); (J.G.P.); (C.D.J.); (M.P.); (B.G.C.); (Y.M.M.); (J.P.K.); (M.J.B.); (H.S.)
- Durham Veterans Affairs Health Care System, Radiation Oncology Service, Durham, NC 27705, USA
| | - Joseph K. Salama
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC 27710, USA; (R.F.S.); (J.G.P.); (C.D.J.); (M.P.); (B.G.C.); (Y.M.M.); (J.P.K.); (M.J.B.); (H.S.)
- Durham Veterans Affairs Health Care System, Radiation Oncology Service, Durham, NC 27705, USA
- Correspondence: ; Tel.: +919-668-7339; Fax: +919-668-7345
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Evaluation of Microscopic Tumour Extension in Localized Stage Non-Small-Cell Lung Cancer for Stereotactic Radiotherapy Planning. Cancers (Basel) 2022; 14:cancers14051282. [PMID: 35267589 PMCID: PMC8909894 DOI: 10.3390/cancers14051282] [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: 01/31/2022] [Revised: 02/22/2022] [Accepted: 03/01/2022] [Indexed: 02/04/2023] Open
Abstract
Background: Stereotactic radiotherapy for localised stage non-small-cell lung carcinoma (NSCLC) is an alternative indication for patients who are inoperable or refuse surgery. A study showed that the microscopic tumour extension (ME) of NSCLC varied according to the histological type, which allowed us to deduce adapted margins for the clinical target volume (CTV). However, to date, no study has been able to define the most relevant margins for patients with stage 1 tumours. Methods: We performed a retrospective analysis including patients with adenocarcinoma (ADC) or squamous cell carcinoma (SCC) of localised stage T1N0 or T2aN0 who underwent surgery. The ME was measured from this boundary. The profile of the type of tumour spread was also evaluated. Results: The margin required to cover the ME of a localised NSCLC with a 95% probability is 4.4 mm and 2.9 mm for SCC and ADC, respectively. A significant difference in the maximum distance of the ME between the tumour-infiltrating lymphocytes (TILs), 0−10% and 50−90% (p < 0.05), was noted for SCC. There was a significant difference in the maximum ME distance based on whether the patient had chronic obstructive pulmonary disease (COPD) (p = 0.011) for ADC. Multivariate analysis showed a statistically significant relationship between the maximum microextension distance and size with the shrinkage coefficient. Conclusion: This study definitively demonstrated that the ME depends on the pathology subtype of NSCLC. According to International Commission on Radiation Units and Measurements (ICRU) reports, 50, 62 and 83 CTV margins, proposed by these results, should be added to the GTV (Gross tumour volume). When stereotactic body radiation therapy is used, this approach should be considered in conjunction with the dataset and other margins to be applied.
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20
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Allehebi A, Kattan KA, Rujaib MA, Dayel FA, Black E, Mahrous M, AlNassar M, Hussaini HA, Twairgi AA, Abdelhafeiz N, Omair AA, Shehri SA, Al-Shamsi HO, Jazieh AR. Management of Early-Stage Resected Non-Small Cell Lung Cancer: Consensus Statement of the Lung cancer Consortium. Cancer Treat Res Commun 2022; 31:100538. [PMID: 35220069 DOI: 10.1016/j.ctarc.2022.100538] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 02/15/2022] [Accepted: 02/16/2022] [Indexed: 10/19/2022]
Abstract
BACKGROUND Management of early-stage non-small cell lung cancer (ES-NSCLC) has evolved over the last few years especially in terms of work-up and the use of systemic therapy. This consensus statement was developed to present updated guidelines for the management of this disease. METHODS Multidisciplinary team (MDT) of lung cancer experts convened to discuss a set of pertinent questions with importance relevance to the management of ES-NSCLC. ES-NSCLC includes stages I, II and resected stage III. The experts included consultants in chest imaging, thoracic surgery, radiation oncology, and medical oncology. Questions were discussed in virtual meetings and then a written manuscript with supporting evidence was drafted, reviewed, and approved by the team members. RESULTS The Consensus Statement included 9 questions addressing work-up and management of ES-NSCLC. Background information and literature review were presented for each question followed by specific recommendations to address the questions by oncology providers. The Statement was endorsed by various oncology societies in the Gulf region. CONCLUSION The Consensus Statement serves as a guide for thoracic MDT members in the management of ES-NSCLC. Adaptation of these to the local setting is dictated usually by available resources and expertise, however, all efforts should be excreted to provide the optimal care to all patients whenever possible.
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Affiliation(s)
- Ahmed Allehebi
- Oncology Department King Faisal Specialist Hospital & Research Center - Jeddah, Saudi Arabia.
| | - Khaled Al Kattan
- Dean College of Medicine, Al Faisal University, King Faisal Specialist Hospital & Research Center - Riyadh, Saudi Arabia.
| | - Mashael Al Rujaib
- Radiology Department, King Faisal Specialist Hospital & Research Center - Riyadh, Saudi Arabia.
| | - Fouad Al Dayel
- Pathology Department, King Faisal Specialist Hospital & Research Center - Riyadh, Saudi Arabia.
| | - Edward Black
- Thoracic surgery, SSMC-Mayo Partnership, Khalifa University, UAE.
| | - Mervat Mahrous
- Oncology Department, Prince Sultan Military Medical City, Riyadh.
| | | | - Hamed Al Hussaini
- Oncology Department King Faisal Specialist Hospital & Research Center - Riyadh, Saudi Arabia.
| | | | - Nafisa Abdelhafeiz
- Oncology Department, King Abdulaziz Medical City, King Saud bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia.
| | - Ameen Al Omair
- Radiation oncology, King Faisal Specialist Hospital & Research Center - Riyadh, Saudi Arabia.
| | - Salem Al Shehri
- Radiation Oncology, King Abdulaziz Medical City, King Saud bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia.
| | - Humaid O Al-Shamsi
- Department of Oncology and Innovation and Research Center, Burjeel cancer institute Abu Dhabi, College of Oncology Society - Dubai, College of Medicine, University of Sharjah, UAE.
| | - Abdul Rahman Jazieh
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia, Cincinnati Cancer Advisors, Cincinnati, OH, USA.
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21
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Matsumoto Y. A pictorial essay on radiological changes after stereotactic body radiation therapy for lung tumors. Jpn J Radiol 2022; 40:647-663. [PMID: 35184250 PMCID: PMC9252968 DOI: 10.1007/s11604-022-01252-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 02/04/2022] [Indexed: 12/19/2022]
Abstract
Stereotactic body radiation therapy (SBRT) is a frequently used modality for the treatment of early stage non-small cell lung cancer and oligometastatic disease of the lung. The radiological changes observed in the lung after SBRT are likely to differ from those observed after conventional thoracic radiation therapy, primarily due to the small size of the target volume and highly conformal dose distributions with steep dose gradients from the target to surrounding normal lung tissues used in SBRT. Knowledge of the radiological changes that can occur after SBRT is required to correctly diagnose local failure. Herein, I report several radiological changes specific to SBRT that have been observed.
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22
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Daly ME. Inoperable Early-Stage Non-Small-Cell Lung Cancer: Stereotactic Ablative Radiotherapy and Rationale for Systemic Therapy. J Clin Oncol 2022; 40:539-545. [PMID: 34985921 DOI: 10.1200/jco.21.01611] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Stereotactic ablative radiotherapy (SABR) is the standard treatment for medically inoperable, early-stage non-small-cell lung cancer. SABR results in high rates of in-field tumor control, but among larger and more biologically aggressive tumors, regional and distant failures are problematic. Cytotoxic chemotherapy is rarely used in this patient population and the benefit is unclear. Alternative systemic therapy options with a milder side-effect profile are of considerable interest, and several randomized phase III trials are currently testing immune checkpoint inhibitors in this setting. We review the rationale, data, and ongoing studies evaluating systemic therapy in medically inoperable, early-stage non-small-cell lung cancer treated with SABR.
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Affiliation(s)
- Megan E Daly
- University of California, Davis Comprehensive Cancer Center, Department of Radiation Oncology, Sacramento, CA
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23
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Trémolières P, Gonzalez-Moya A, Paumier A, Mege M, Blanchecotte J, Theotime C, Autret D, Dufreneix S. Lung stereotactic body radiation therapy: personalized PTV margins according to tumor location and number of four-dimensional CT scans. Radiat Oncol 2022; 17:5. [PMID: 35012579 PMCID: PMC8751327 DOI: 10.1186/s13014-021-01973-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 12/21/2021] [Indexed: 12/25/2022] Open
Abstract
Objectives To characterise the motion of pulmonary tumours during stereotactic body radiation therapy (SBRT) and to evaluate different margins when creating the planning target volume (PTV) on a single 4D CT scan (4DCT). Methods We conducted a retrospective single-site analysis on 30 patients undergoing lung SBRT. Two 4DCTs (4DCT1 and 4DCT2) were performed on all patients. First, motion was recorded for each 4DCT in anterior–posterior (AP), superior-inferior (SI) and rightleft (RL) directions. Then, we used 3 different margins (3,4 and 5 mm) to create the PTV, from the internal target volume (ITV) of 4DCT1 only (PTV D1 + 3, PTV D1 + 4, PTV D1 + 5). We compared, using the Dice coefficient, the volumes of these 3 PTVs, to the PTV actually used for the treatment (PTVttt). Finally, new treatment plans were calculated using only these 3 PTVs. We studied the ratio of the D2%, D50% and D98% between each new plan and the plan actually used for the treatment (D2% PTVttt, D50% PTVttt, D50% ITVttt D98% PTVttt). Results 30 lesions were studied. The greatest motion was observed in the SI axis (8.8 ± 6.6 [0.4–25.8] mm). The Dice index was higher when comparing PTVttt to PTV D1 + 4 mm (0.89 ± 0.04 [0.82–0.98]). Large differences were observed when comparing plans relative to PTVttt and PTV D1 + 3 for D98% PTVttt (0.85 ± 0.24 [0.19–1.00]). and also for D98% ITVttt (0.93 ± 0.12 [0.4–1.0]).D98% PTVttt (0.85 ± 0.24 [0.19–1.00], p value = 0.003) was statistically different when comparing plans relative to PTVttt and PTV D1 + 3. No stastistically differences were observed when comparing plans relative to PTVttt and PTV D1 + 4. A difference greater than 10% relative to D98% PTVttt was found for only in one UL lesion, located under the carina. Conclusion A single 4DCT appears feasible for upper lobe lesions located above the carina, using a 4-mm margin to generate the PTV. Advance in knowledge Propostion of a personalized SBRT treatment (number of 4DCT, margins) according to tumor location (above or under the carina).
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Affiliation(s)
- Pierre Trémolières
- Department of Radiation Oncology, Institut de Cancérologie de L'Ouest Angers, 15 Rue A Boquel, 49055, Angers Cedex 02, France.
| | - Ana Gonzalez-Moya
- Department of Radiation Oncology, Institut de Cancérologie de L'Ouest Angers, 15 Rue A Boquel, 49055, Angers Cedex 02, France
| | - Amaury Paumier
- Department of Radiation Oncology, Institut de Cancérologie de L'Ouest Angers, 15 Rue A Boquel, 49055, Angers Cedex 02, France
| | - Martine Mege
- Department of Radiation Oncology, Institut de Cancérologie de L'Ouest Angers, 15 Rue A Boquel, 49055, Angers Cedex 02, France
| | - Julien Blanchecotte
- Department of Radiation Oncology, Institut de Cancérologie de L'Ouest Angers, 15 Rue A Boquel, 49055, Angers Cedex 02, France
| | - Christelle Theotime
- Department of Medical Physics, Institut de Cancérologie de L'Ouest Angers, 15 Rue A Boquel, 49055, Angers Cedex 02, France
| | - Damien Autret
- Department of Medical Physics, Institut de Cancérologie de L'Ouest Angers, 15 Rue A Boquel, 49055, Angers Cedex 02, France
| | - Stéphane Dufreneix
- Department of Medical Physics, Institut de Cancérologie de L'Ouest Angers, 15 Rue A Boquel, 49055, Angers Cedex 02, France
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Abstract
Lung cancer continues to be the leading cause of cancer death globally. Delayed diagnosis is a major contributing factor to poor outcomes and remains a key challenge to overcome. While debate around the implementation of lung cancer screening for asymptomatic high-risk individuals continues, rapid access to relevant diagnostic tests is essential. The new National Optimal Lung Cancer Pathway describes 'diagnostic standards of care' in an effort to implement best practice, reduce variation and improve delays in diagnosis, staging and treatment of lung cancer. Lung cancer treatment continues to develop with new surgical techniques, radiotherapy options and more drugs being licensed as part of standard treatment. We provide an overview of the core lung cancer diagnostic steps, recognition and management of acute presentations as well as the latest treatment options.
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Affiliation(s)
| | | | - Haval Balata
- Manchester Thoracic Oncology Centre, Manchester, UK and University of Manchester, Manchester, UK
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25
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Itonaga T, Sugahara S, Mikami R, Saito T, Yamada T, Kurooka M, Shiraishi S, Okubo M, Saito K. Evaluation of the relationship between the range of radiation-induced lung injury on CT images after IMRT for stage I lung cancer and dosimetric parameters. Ann Med 2021; 53:267-273. [PMID: 33430616 PMCID: PMC7877951 DOI: 10.1080/07853890.2020.1869297] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND This study evaluated the correlation between radiation-induced lung injury (RILI) and dosimetric parameters on computed tomography (CT) images of stage I non-small cell lung cancer (NSCLC) patients undergoing intensity-modulated radiotherapy (IMRT). MATERIALS AND METHODS Sixty-three stage I NSLC patients who underwent IMRT were enrolled in the study. The patients underwent CT within 6 months (acute phase) and 1.5 years (late phase) after radiotherapy. These were fused with the planned irradiation CT. The range of RILI was measured from 10% to 100%, with an IC in 10% increments. RESULTS The median interval from completion of radiotherapy to acute and late phase CT was 92 and 440 days, respectively. The median RILI ranges of the acute and late phases were in the 80% (20-100%) and 70% dose regions (20-100%), respectively. The significantly narrower range of RILI when lung V20 in the acute phase was less than 19.2% and that of V5 in the late phase was less than 27.6% at the time of treatment planning. CONCLUSIONS This study showed that RILI occurred in a localized range in stage I NSCLC patients who underwent IMRT. The range of RILI was correlated with V20 in the acute phase and V5 in the late phase. KEY MESSAGES RILI correlated with V20 in acute and V5 in late phase. The shadow of RILI occurred in 80% dose region in acute and 70% in late phase. No relationship exists between radiographic changes in RILI and PTV volume.
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Affiliation(s)
- Tomohiro Itonaga
- Department of Radiology, Tokyo Medical University Hospital, Shinjuku, Japan
| | - Shinji Sugahara
- Department of Radiology, Tokyo Medical University Hospital, Shinjuku, Japan
| | - Ryuji Mikami
- Department of Radiology, Tokyo Medical University Hospital, Shinjuku, Japan
| | - Tatsuhiko Saito
- Department of Radiology, Tokyo Medical University Hospital, Shinjuku, Japan
| | - Takafumi Yamada
- Department of Radiology, Tokyo Medical University Hospital, Shinjuku, Japan
| | - Masahiko Kurooka
- Department of Radiology, Tokyo Medical University Hospital, Shinjuku, Japan
| | - Sachika Shiraishi
- Department of Radiology, Tokyo Medical University Hospital, Shinjuku, Japan
| | - Mitsuru Okubo
- Department of Radiology, Tokyo Medical University Hospital, Shinjuku, Japan
| | - Kazuhiro Saito
- Department of Radiology, Tokyo Medical University Hospital, Shinjuku, Japan
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Luna J, Zafra J, Areses Manrique MC, Rodríguez A, Sotoca A, Fírvida JL, Chicas-Sett R, Mielgo X, Reyes JCT, Couñago F. New challenges in the combination of radiotherapy and immunotherapy in non-small cell lung cancer. World J Clin Oncol 2021; 12:983-999. [PMID: 34909394 PMCID: PMC8641011 DOI: 10.5306/wjco.v12.i11.983] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 07/06/2021] [Accepted: 10/12/2021] [Indexed: 02/06/2023] Open
Abstract
Immunotherapy has represented one of the main medical revolutions of recent decades, and is currently a consolidated treatment for different types of tumors at different stages and scenarios, and is present in a multitude of clinical trials. One of the diseases in which it is most developed is non-small cell lung cancer. The combination of radiotherapy and immunotherapy in cancer in general and lung cancer in particular currently represents one of the main focuses of basic and clinical research in oncology, due to the synergy of this interaction, which can improve tumor response, resulting in improved survival and disease control. In this review we present the biochemical and molecular basis of the interaction between radiotherapy and immunotherapy. We also present the current clinical status of this interaction in each of the stages and cases of non-small cell lung cancer, with the main results obtained in the different studies both in terms of tumor response and survival as well as toxicity. Finally, we mention the main studies underway and the challenges of this interaction in the coming years, including how these treatments should be combined to achieve the greatest efficacy with the fewest possible side effects (dose, type of radiotherapy and drugs, sequence of treatments).
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Affiliation(s)
- Javier Luna
- Department of Radiation Oncology, Oncohealth Institute, Fundación Jiménez Díaz, Madrid 28040, Spain
| | - Juan Zafra
- Department of Radiation Oncology, Dr. Negrín University Hospital of Gran Canaria, Las Palmas 35010, Spain
| | | | - Aurora Rodríguez
- Department of Radiation Oncology, Ruber International Hospital, Madrid 28034, Spain
| | - Amalia Sotoca
- Department of Radiation Oncology, Ruber International Hospital, Madrid 28034, Spain
| | - Jose Luis Fírvida
- Department of Medical Oncology, Ourense University Hospital, Ourense 32005, Spain
| | - Rodolfo Chicas-Sett
- Department of Radiation Oncology, Dr. Negrín University Hospital of Gran Canaria, Las Palmas 35010, Spain
| | - Xabier Mielgo
- Department of Medical Oncology, Hospital Universitario Fundación Alcorcón, Alcorcón 28922, Spain
| | | | - Felipe Couñago
- Department of Radiation Oncology, Hospital Universitario QuirónSalud Madrid, Hospital La Luz, Universidad Europea de Madrid, Madrid 28223, Spain
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Lis M, Newhauser W, Donetti M, Wolf M, Steinsberger T, Paz A, Graeff C. Preliminary tests of dosimetric quality and projected therapeutic outcomes of multi-phase 4D radiotherapy with proton and carbon ion beams. Phys Med Biol 2021; 66. [PMID: 34740202 DOI: 10.1088/1361-6560/ac36e7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 11/05/2021] [Indexed: 12/25/2022]
Abstract
Objective. The purpose of this study was to perform preliminary pre-clinical tests to compare the dosimetric quality of two approaches to treating moving tumors with ion beams: synchronously delivering the beam with the motion of a moving planning target volume (PTV) using the recently developed multi-phase 4D dose delivery (MP4D) approach, and asynchronously delivering the ion beam to a motion-encompassing internal tumor volume (ITV) combined with rescanning.Approach. We created 4D optimized treatment plans with proton and carbon ion beams for two patients who had previously received treatment for non-small cell lung cancer. For each patient, we created several treatment plans, using approaches with and without motion mitigation: MP4D, ITV with rescanning, static deliveries to a stationary PTV, and deliveries to a moving tumor without motion compensation. Two sets of plans were optimized with margins or robust uncertainty scenarios. Each treatment plan was delivered using a recently-developed motion-synchronized dose delivery system (M-DDS); dose distributions in water were compared to measurements using gamma index analysis to confirm the accuracy of the calculations. Reconstructed dose distributions on the patient CT were analyzed to assess the dosimetric quality of the deliveries (conformity, uniformity, tumor coverage, and extent of hotspots).Main results. Gamma index analysis pass rates confirmed the accuracy of dose calculations. Dose coverage was >95% for all static and MP4D treatments. The best conformity and the lowest lung doses were achieved with MP4D deliveries. Robust optimization led to higher lung doses compared to conventional optimization for ITV deliveries, but not for MP4D deliveries.Significance. We compared dosimetric quality for two approaches to treating moving tumors with ion beams. Our findings suggest that the MP4D approach, using an M-DDS, provides conformal motion mitigation, with full target coverage and lower OAR doses.
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Affiliation(s)
- Michelle Lis
- Department of Physics and Astronomy, Louisiana State University, Baton Rouge, Louisiana, United States of America.,Biophysics Department, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany.,Department of Electrical Engineering and Information Technology, Technical University of Darmstadt, German
| | - Wayne Newhauser
- Department of Physics and Astronomy, Louisiana State University, Baton Rouge, Louisiana, United States of America.,Department of Radiation Physics, Mary Bird Perkins Cancer Center, Baton Rouge, Louisiana, United States of America
| | - Marco Donetti
- Research and Development Department, CNAO National Center for Oncological Hadrontherapy, Pavia, Italy
| | - Moritz Wolf
- Biophysics Department, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - Timo Steinsberger
- Biophysics Department, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany.,Institute of Condensed Matter Physics, Technical University of Darmstadt, Germany
| | - Athena Paz
- Biophysics Department, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
| | - Christian Graeff
- Biophysics Department, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Darmstadt, Germany
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Yang Y, Li G, Li S, Wang Y, Zhao Y, Dong B, Wang J, Zhu R, Chen M. CT Appearance Pattern After Stereotactic Body Radiation Therapy Predicts Outcomes in Early-Stage Non-Small-Cell Lung Cancer. Front Oncol 2021; 11:746785. [PMID: 34707992 PMCID: PMC8542883 DOI: 10.3389/fonc.2021.746785] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Accepted: 09/27/2021] [Indexed: 12/25/2022] Open
Abstract
Backgrounds Computed tomography (CT) appearance pattern after lung tumor stereotactic body radiation therapy(SBRT) might predicts survival. This study aimed to investigate the correlation between CT appearance pattern after SBRT and outcomes in patients with early-stage non-small-cell lung cancer (NSCLC). Methods Clinical data of inoperable patients with early-stage NSCLC undergoing SBRT were retrospectively analyzed from 2012 to 2015 at the Zhejiang Cancer Hospital. The relationship between CT appearance pattern after SBRT and patient’s survival was analyzed. Results The data from 173 patients with early-stage lung cancer treated with SBRT were analyzed. One month after SBRT, diffuse consolidation was seen in 17 patients, patchy consolidation in 28 patients, diffuse ground-glass opacity (GGO) in 10 patients, and patchy GGO in 22 patients. The survival time was significantly longer in the “no evidence of increased density” group compared with the “consolidation or GGO” group [2-year overall survival (OS) rate, 96.1% vs 89.3%; hazard ratio (HR), 0.36; 95% confidence interval (CI), 0.16–0.85; P = 0.015]. A similar trend was found in the progression-free survival (PFS) analysis (2-year PFS rate, 91.3% vs 85.0%; HR, 0.35; 95% CI, 0.13–0.95; P = 0.015) and distant metastasis free survival(DMFS) (2-year DMFS rate, 93.3% vs 87.1%; HR, 0.41; 95% CI, 0.20–0.86; P = 0.031). However, no significant difference was found in recurrence-free survival between the two groups (P = 0.212). Conclusions One month after SBRT, the radiological change “no evidence of increased density” was prevalent. The OS, PFS, and DMFS were significantly longer in the “no evidence of increased density” group compared with the “consolidation or GGO” group. Further studies are needed to validate these findings.
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Affiliation(s)
- Yan Yang
- Department of Radiation Oncology, General Hospital of Fushun Mining Bureau of Liaoning Health Industry Group, Fushun, China.,Department of Medical Oncology, General Hospital of Fushun Mining Bureau of Liaoning Health Industry Group, Fushun, China
| | - Gaohua Li
- Department of Neurology, General Hospital of Fushun Mining Bureau of Liaoning Health Industry Group, Fushun, China
| | - Shuyuan Li
- Department of Radiation Oncology, General Hospital of Fushun Mining Bureau of Liaoning Health Industry Group, Fushun, China.,Department of Medical Oncology, General Hospital of Fushun Mining Bureau of Liaoning Health Industry Group, Fushun, China
| | - Yuanhang Wang
- Department of Radiation Oncology, General Hospital of Fushun Mining Bureau of Liaoning Health Industry Group, Fushun, China.,Department of Medical Oncology, General Hospital of Fushun Mining Bureau of Liaoning Health Industry Group, Fushun, China
| | - Yanbo Zhao
- Department of Radiation Oncology, General Hospital of Fushun Mining Bureau of Liaoning Health Industry Group, Fushun, China.,Department of Medical Oncology, General Hospital of Fushun Mining Bureau of Liaoning Health Industry Group, Fushun, China
| | - Baiqiang Dong
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Cancer and Basic Medicine (ICBM), Chinese Academy of Sciences, Hangzhou, China
| | - Jin Wang
- Department of Radiation Oncology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Cancer and Basic Medicine (ICBM), Chinese Academy of Sciences, Hangzhou, China
| | - Ruiwu Zhu
- Department of Thoracic Surgery, General Hospital of Fushun Mining Bureau of Liaoning Health Industry Group, Fushun, China
| | - Ming Chen
- Department of Radiation Oncology, Sun Yat-sen University Cancer Centre, Guangzhou, China
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Yoo YJ, Kim SS, Song SY, Kim JH, Ahn SD, Lee SW, Yoon SM, Kim YS, Park JH, Jung J, Choi EK. Safety and efficacy of 10-fraction hypofractionated radiation therapy for non-small cell lung cancer. Radiat Oncol J 2021; 39:202-209. [PMID: 34610659 PMCID: PMC8497873 DOI: 10.3857/roj.2021.00416] [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: 04/07/2021] [Accepted: 06/09/2021] [Indexed: 11/17/2022] Open
Abstract
Purpose To investigate the safety and efficacy of hypofractionated radiation therapy (HFRT) in patients with non-small cell lung cancer who are unfit for surgery or stereotactic body radiation therapy (SBRT) at our institution. Materials and Methods From May 2007 to December 2018, HFRT was used to treat 68 lesions in 64 patients who were unsuitable for SBRT because of central tumor location, large tumor size, or contiguity with the chest wall. The HFRT schedule included a dose of 50–70 Gy delivered in 10 fractions over 2 weeks. The primary outcome was freedom from local progression (FFLP), and the secondary endpoints included overall survival (OS), disease-free survival, and toxicities. Results The median follow-up period was 25.5 months (range, 5.3 to 119.9 months). The FFLP rates were 79.8% and 67.8% at 1 and 2 years, respectively. The OS rates were 82.8% and 64.1% at 1 and 2 years, respectively. A larger planning target volume was associated with lower FFLP (p = 0.023). Dose escalation was not associated with FFLP (p = 0.964). Four patients (6.3%) experienced grade 3–5 pulmonary toxicities. Tumor location, central or peripheral, was not associated with either grade 3 or higher toxicity. Conclusion HFRT with 50–70 Gy in 10 fractions demonstrated acceptable toxicity; however, the local control rate can be improved compared with the results of SBRT. More studies are required in patients who are unfit for SBRT to investigate the optimal fractionation scheme.
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Affiliation(s)
- Ye Jin Yoo
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Su Ssan Kim
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Si Yeol Song
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jong Hoon Kim
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seung Do Ahn
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sang-Wook Lee
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sang Min Yoon
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Young Seok Kim
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jin-Hong Park
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jinhong Jung
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Eun Kyung Choi
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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30
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Kinkopf P, Modiri A, Yu KC, Yan Y, Mohindra P, Timmerman R, Sawant A, Vicente E. Virtual bronchoscopy-guided lung SAbR: dosimetric implications of using AAA versus Acuros XB to calculate dose in airways. Biomed Phys Eng Express 2021; 7. [PMID: 34488197 DOI: 10.1088/2057-1976/ac240c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 09/06/2021] [Indexed: 11/12/2022]
Abstract
In previous works, we showed that incorporating individual airways as organs-at-risk (OARs) in the treatment of lung stereotactic ablative radiotherapy (SAbR) patients potentially mitigates post-SAbR radiation injury. However, the performance of common clinical dose calculation algorithms in airways has not been thoroughly studied. Airways are of particular concern because their small size and the density differences they create have the potential to hinder dose calculation accuracy. To address this gap in knowledge, here we investigate dosimetric accuracy in airways of two commonly used dose calculation algorithms, the anisotropic analytical algorithm (AAA) and Acuros-XB (AXB), recreating clinical treatment plans on a cohort of four SAbR patients. A virtual bronchoscopy software was used to delineate 856 airways on a high-resolution breath-hold CT (BHCT) image acquired for each patient. The planning target volumes (PTVs) and standard thoracic OARs were contoured on an average CT (AVG) image over the breathing cycle. Conformal and intensity-modulated radiation therapy plans were recreated on the BHCT image and on the AVG image, for a total of four plan types per patient. Dose calculations were performed using AAA and AXB, and the differences in maximum and mean dose in each structure were calculated. The median differences in maximum dose among all airways were ≤0.3Gy in magnitude for all four plan types. With airways grouped by dose-to-structure or diameter, median dose differences were still ≤0.5Gy in magnitude, with no clear dependence on airway size. These results, along with our previous airway radiosensitivity works, suggest that dose differences between AAA and AXB correspond to an airway collapse variation ≤0.7% in magnitude. This variation in airway injury risk can be considered as not clinically relevant, and the use of either AAA or AXB is therefore appropriate when including patient airways as individual OARs so as to reduce risk of radiation-induced lung toxicity.
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Affiliation(s)
- P Kinkopf
- University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - A Modiri
- University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Kun-Chang Yu
- Broncus Medical, Inc., San Jose, CA, United States of America
| | - Y Yan
- UT Southwestern Medical Center, Dallas, TX, United States of America
| | - P Mohindra
- University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - R Timmerman
- UT Southwestern Medical Center, Dallas, TX, United States of America
| | - A Sawant
- University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - E Vicente
- University of Maryland School of Medicine, Baltimore, MD, United States of America
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31
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Ubaldi L, Valenti V, Borgese RF, Collura G, Fantacci ME, Ferrera G, Iacoviello G, Abbate BF, Laruina F, Tripoli A, Retico A, Marrale M. Strategies to develop radiomics and machine learning models for lung cancer stage and histology prediction using small data samples. Phys Med 2021; 90:13-22. [PMID: 34521016 DOI: 10.1016/j.ejmp.2021.08.015] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 08/21/2021] [Accepted: 08/28/2021] [Indexed: 02/09/2023] Open
Abstract
Predictive models based on radiomics and machine-learning (ML) need large and annotated datasets for training, often difficult to collect. We designed an operative pipeline for model training to exploit data already available to the scientific community. The aim of this work was to explore the capability of radiomic features in predicting tumor histology and stage in patients with non-small cell lung cancer (NSCLC). We analyzed the radiotherapy planning thoracic CT scans of a proprietary sample of 47 subjects (L-RT) and integrated this dataset with a publicly available set of 130 patients from the MAASTRO NSCLC collection (Lung1). We implemented intra- and inter-sample cross-validation strategies (CV) for evaluating the ML predictive model performances with not so large datasets. We carried out two classification tasks: histology classification (3 classes) and overall stage classification (two classes: stage I and II). In the first task, the best performance was obtained by a Random Forest classifier, once the analysis has been restricted to stage I and II tumors of the Lung1 and L-RT merged dataset (AUC = 0.72 ± 0.11). For the overall stage classification, the best results were obtained when training on Lung1 and testing of L-RT dataset (AUC = 0.72 ± 0.04 for Random Forest and AUC = 0.84 ± 0.03 for linear-kernel Support Vector Machine). According to the classification task to be accomplished and to the heterogeneity of the available dataset(s), different CV strategies have to be explored and compared to make a robust assessment of the potential of a predictive model based on radiomics and ML.
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Affiliation(s)
- L Ubaldi
- Physics Department, University of Pisa, Pisa, Italy; National Institute for Nuclear Physics (INFN), Pisa Division, Pisa, Italy
| | - V Valenti
- REM Radiation Therapy Center, Viagrande (CT), I-95029 Catania, Italy
| | - R F Borgese
- Physics and Chemistry Department "Emilio Segrè", University of Palermo, Palermo, Italy; National Institute for Nuclear Physics (INFN), Catania Division, Catania, Italy
| | - G Collura
- Physics and Chemistry Department "Emilio Segrè", University of Palermo, Palermo, Italy; National Institute for Nuclear Physics (INFN), Catania Division, Catania, Italy
| | - M E Fantacci
- Physics Department, University of Pisa, Pisa, Italy; National Institute for Nuclear Physics (INFN), Pisa Division, Pisa, Italy
| | - G Ferrera
- Radiation Oncology, ARNAS-Civico Hospital, Palermo, Italy
| | - G Iacoviello
- Medical Physics Department, ARNAS-Civico Hospital, Palermo, Italy
| | - B F Abbate
- Medical Physics Department, ARNAS-Civico Hospital, Palermo, Italy
| | - F Laruina
- Physics Department, University of Pisa, Pisa, Italy; National Institute for Nuclear Physics (INFN), Pisa Division, Pisa, Italy
| | - A Tripoli
- REM Radiation Therapy Center, Viagrande (CT), I-95029 Catania, Italy
| | - A Retico
- National Institute for Nuclear Physics (INFN), Pisa Division, Pisa, Italy
| | - M Marrale
- Physics and Chemistry Department "Emilio Segrè", University of Palermo, Palermo, Italy; National Institute for Nuclear Physics (INFN), Catania Division, Catania, Italy
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32
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Seo YS, Park WY, Kim SW, Kim D, Min BJ, Kim WD. Virtual randomized study comparing lobectomy and particle beam therapy for clinical stage IA non-small cell lung cancer in operable patients. JOURNAL OF RADIATION RESEARCH 2021; 62:884-893. [PMID: 34218277 PMCID: PMC8438263 DOI: 10.1093/jrr/rrab060] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 04/30/2021] [Indexed: 06/13/2023]
Abstract
To the best of our knowledge there have been no randomized controlled trials comparing lobectomy-a standard treatment for patients with early-stage non-small cell lung cancer (NSCLC)-and particle beam therapy (PBT), the best performing existing radiotherapy. We conducted a virtual randomized trial in medically operable patients with stage IA NSCLC to compare lobectomy and PBT effectiveness. A Markov model was developed to predict life expectancy after lobectomy and PBT in a cohort of patients with stage IA NSCLC. Ten thousand virtual patients were randomly assigned to each group. Sensitivity analyses were performed as model variables and scenarios changed to determine which treatment strategy was best for improving life expectancy. All estimated model parameters were determined using variables extracted from a systematic literature review of previously published articles. The preferred strategy differed depending on patient age. In young patients, lobectomy showed better life expectancy than that of PBT. The difference in life expectancy between lobectomy and PBT was statistically insignificant in older patients. Our model predicted lobectomy as the preferred strategy when operative mortality was under 5%. However, the preferred strategy changed to PBT if operative mortality post lobectomy was over 5%. For medically operable patients with stage IA NSCLC, our Markov model revealed the preferred strategy of lobectomy or PBT regarding operative mortality changed with varying age and comorbidity. Until randomized controlled trial results become available, we hope the current results will provide a rationale background for clinicians to decide treatment modalities for patients with stage IA NSCLC.
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Affiliation(s)
- Young-Seok Seo
- Department of Radiation Oncology, Chungbuk National University Hospital, Cheongju 28644, Korea
| | - Woo-Yoon Park
- Department of Radiation Oncology, Chungbuk National University Hospital, College of Medicine, Chungbuk National University, Cheongju 28644, Korea
| | - Si-Wook Kim
- Department of Thoracic and Cardiovascular Surgery, Chungbuk National University Hospital, College of Medicine, Chungbuk National University, Cheongju 28644, Korea
| | - Dohun Kim
- Department of Thoracic and Cardiovascular Surgery, Chungbuk National University Hospital, College of Medicine, Chungbuk National University, Cheongju 28644, Korea
| | - Byung Jun Min
- Corresponding authors: Byung Jun Min, PhD, Department of Radiation Oncology, Chungbuk National University Hospital, Cheongju 28644, Korea. Phone: +82-43-269-6213, Fax: +82-43-269-6208, E-mail: ; Won-Dong Kim, MD, PhD, Department of Radiation Oncology, Chungbuk National University Hospital, College of Medicine, Chungbuk National University, Cheongju 28644, Korea. Phone: +82-43-269-6212, Fax: +82-43-269-6208, E-mail:
| | - Won-Dong Kim
- Corresponding authors: Byung Jun Min, PhD, Department of Radiation Oncology, Chungbuk National University Hospital, Cheongju 28644, Korea. Phone: +82-43-269-6213, Fax: +82-43-269-6208, E-mail: ; Won-Dong Kim, MD, PhD, Department of Radiation Oncology, Chungbuk National University Hospital, College of Medicine, Chungbuk National University, Cheongju 28644, Korea. Phone: +82-43-269-6212, Fax: +82-43-269-6208, E-mail:
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33
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Zhang R, Guo Y, Yan Y, Liu Y, Zhu Y, Kang J, Li F, Sun X, Xing L, Xu Y. A Propensity-Matched Analysis of Survival of Clinically Diagnosed Early-Stage Lung Cancer and Biopsy-Proven Early-Stage Non-Small Cell Lung Cancer Following Stereotactic Ablative Radiotherapy. Front Oncol 2021; 11:720847. [PMID: 34504798 PMCID: PMC8421845 DOI: 10.3389/fonc.2021.720847] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Accepted: 08/05/2021] [Indexed: 12/25/2022] Open
Abstract
Purpose Stereotactic body radiotherapy (SBRT) has been increasingly regarded as a reasonable option for early-stage lung cancer patients without pretreatment pathologic results, but the efficacy and safety in a Chinese population remains unclear. The aim of this study was to compare survival outcomes and toxicities between patients with clinically diagnosed early-stage lung cancer or biopsy-proven early-stage non-small cell lung cancer and to demonstrate the rationality of this treatment. Material and Methods From May 2012 to December 2018, 56 patients with clinically diagnosed early-stage lung cancer and 60 patients with early-stage biopsy-proven were selected into non-pathological group and pathological group, respectively. Propensity score matching (PSM) was performed to reduce patient selection bias. Survival analysis with log-rank test was used to assess the differences of treatment outcomes, which included local control (LC), progression-free survival (PFS), and overall survival (OS). Results The median age was 76 (range 47–93) years, and the median follow-up time was 58.3 (range 4.3–95.1) months in the cohort without pathologic results. The median age was 74 (range 57–88) years, and the median follow-up time was 56.3 (range 2.6–94) months in the cohort with pathologic results. 45 matched-pair were analyzed. The 5-year LC, PFS, and OS rates in matched-pair patients with or without pathologic biopsy were 85.5% and 89.8%, 40.6% and 70.9%, and 63.2% and 76.1%, respectively. On Kaplan-Meier survival analysis after PSM analysis, there was no significant difference between patients with pathologic results versus patients with no pathologic results in terms of LC (P= 0.498) and OS (P=0.141). Of the matched-pair patients treated with SBRT, only 1 patient experienced grade 3 or above radiation pneumonitis. Conclusion For early-stage lung cancer patients with medically inoperable or not suitable for invasive diagnosis, SBRT may be a good local treatment.
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Affiliation(s)
- Ran Zhang
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China.,Tongji University, Shanghai, China
| | - Yanling Guo
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China.,Tongji University, Shanghai, China
| | - Yujie Yan
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China.,Tongji University, Shanghai, China
| | - Yuanjun Liu
- First Clinical Medical School, Wenzhou Medical University, Wenzhou, China
| | - Yaoyao Zhu
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Jingjing Kang
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Fangjuan Li
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xiaojiang Sun
- Department of Radiation Oncology, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Cancer and Basic Medicine (IBMC), Chinese Academy of Sciences, Hangzhou, 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, China
| | - Yaping Xu
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
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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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35
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Juan-Cruz C, Stam B, Belderbos J, Sonke JJ. Delivered dose-effect analysis of radiation induced rib fractures after thoracic SBRT. Radiother Oncol 2021; 162:18-25. [PMID: 34166718 DOI: 10.1016/j.radonc.2021.06.028] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 06/16/2021] [Accepted: 06/16/2021] [Indexed: 12/25/2022]
Abstract
BACKGROUND AND PURPOSE Anatomical changes during the stereotactic body radiation therapy (SBRT) of early stage non-small cell lung cancer (NSCLC) may cause the delivered dose to deviate from the planned dose. We investigate if normal tissue complication probability (NTCP) models based on the delivered dose predict radiation-induced rib fractures better than models based on the planned dose. MATERIAL AND METHODS 437 NSCLC patients treated to a median dose of 3x18 Gy were included. Delivered dose was estimated by accumulating EQD2-corrected fraction doses after being deformed with daily CBCT-to-planning CT deformable image registration. Dosimetric parameters Dx (dose to a relative volume x) were extracted for each rib included in the CBCTs field-of-view. An NTCP model was constructed for both planned and delivered dose, optimizing the parameters TD50 (dose with 50% toxicity risk), m (steepness of the curve) and x, using maximum likelihood estimation. Best NTCP model was determined using Akaike weights (Aw). Differences between the models were tested for significance using the Vuong's test. RESULTS Median time to fracture of 110 fractured ribs was 22.5 months. The maximum rib dose, D0, best predicted fractures for both planned and delivered dose. The average delivered D0 was significantly lower than planned (p < 0.001). NTCP model based on the delivered D0 was the best, with Aw = 0.95. The models were not significantly different. CONCLUSION Delivered maximum dose to the ribs was significantly lower than planned. The NTCP model based on delivered dose improved predictions of radiation-induced rib fractures but did not reach statistical significance.
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Affiliation(s)
- Celia Juan-Cruz
- Department of Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
| | - Barbara Stam
- Department of Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - José Belderbos
- Department of Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Jan-Jakob Sonke
- Department of Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
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Chvetsov AV, Hanin LG, Stewart RD, Zeng J, Rengan R, Lo SS. Tumor control probability in hypofractionated radiotherapy as a function of total and hypoxic tumor volumes. Phys Med Biol 2021; 66. [PMID: 34030139 DOI: 10.1088/1361-6560/ac047e] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 05/24/2021] [Indexed: 11/12/2022]
Abstract
Clinical studies in the hypofractionated stereotactic body radiotherapy (SBRT) have shown a reduction in the probability of local tumor control with increasing initial tumor volume. In our earlier work, we obtained and tested an analytical dependence of the tumor control probability (TCP) on the total and hypoxic tumor volumes using conventional radiotherapy model with the linear-quadratic (LQ) cell survival. In this work, this approach is further refined and tested against clinical observations for hypofractionated radiotherapy treatment schedules. Compared to radiotherapy with conventional fractionation schedules, simulations of hypofractionated radiotherapy may require different models for cell survival and the oxygen enhancement ratio (OER). Our TCP simulations in hypofractionated radiotherapy are based on the LQ model and the universal survival curve (USC) developed for the high doses used in SBRT. The predicted trends in local control as a function of the initial tumor volume were evaluated in SBRT for non-small cell lung cancer (NSCLC). Our results show that both LQ and USC based models cannot describe the TCP reduction for larger tumor volumes observed in the clinical studies if the tumor is considered completely oxygenated. The TCP calculations are in agreement with the clinical data if the subpopulation of radio-resistant hypoxic cells is considered with the volume that increases as initial tumor volume increases. There are two conclusions which follow from our simulations. First, the extent of hypoxia is likely a primary reason of the TCP reduction with increasing the initial tumor volume in SBRT for NSCLC. Second, the LQ model can be an acceptable approximation for the TCP calculations in hypofractionated radiotherapy if the tumor response is defined primarily by the hypoxic fraction. The larger value of OER in the hypofractionated radiotherapy compared to the conventional radiotherapy effectively extends the applicability of the LQ model to larger doses.
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Affiliation(s)
- Alexei V Chvetsov
- Department of Radiation Oncology, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98004, United States of America
| | - Leonid G Hanin
- Department of Mathematics and Statistics, Idaho State University, 921 S. 8th Avenue, Stop 8085, Pocatello, ID 83209-8085, United States of America
| | - Robert D Stewart
- Department of Radiation Oncology, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98004, United States of America
| | - Jing Zeng
- Department of Radiation Oncology, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98004, United States of America
| | - Ramesh Rengan
- Department of Radiation Oncology, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98004, United States of America
| | - Simon S Lo
- Department of Radiation Oncology, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98004, United States of America
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Chen Z, Nonaka H, Onishi H, Nakatani E, Sato Y, Funayama S, Watanabe H, Komiyama T, Kuriyama K, Marino K, Aoki S, Araya M, Tominaga L, Saito R, Maehata Y, Oguri M, Saito M. Modified Glasgow Prognostic Score is predictive of prognosis for non-small cell lung cancer patients treated with stereotactic body radiation therapy: a retrospective study. JOURNAL OF RADIATION RESEARCH 2021; 62:457-464. [PMID: 33866376 PMCID: PMC8127692 DOI: 10.1093/jrr/rrab021] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 01/21/2021] [Indexed: 05/09/2023]
Abstract
We aimed to assess the predictive value of the modified Glasgow prognostic score (mGPS) in patients with non-small cell lung cancer (NSCLC) who underwent stereotactic body radiation therapy (SBRT). We retrospectively reviewed the records of 207 patients, with a median age of 79 years. The pretreatment mGPS was calculated and categorized as high (mGPS = 1-2) or low (mGPS = 0). The median follow-up duration was 40.7 months. The five-year overall survival (OS), progression-free survival (PFS) and time to progression (TTP) rates were 44.3%, 36% and 54.4%, respectively. Multivariate analysis revealed that mGPS was independently predictive of OS (hazard ratio [HR] 1.67; 95% confidence interval 1.14-2.44: P = 0.009), PFS (HR 1.58; 1.10-2.28: P = 0.014) and TTP (HR 1.66; 1.03-2.68: P = 0.039). Patients who had high mGPS showed significantly worse OS (33.3 vs 64.5 months, P = 0.003) and worse PFS (23.8 vs 39 months, P = 0.008) than those who had low mGPS. The data showed a trend that patients with high mGPS suffered earlier progression compared to those with low mGPS (54.3 vs 88.1 months, P = 0.149). We confirmed that mGPS is independently predictive of prognosis in NSCLC patients treated with SBRT.
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Affiliation(s)
- Zhe Chen
- Corresponding author: Dr. Zhe Chen, Department of radiology, University of Yamanashi, Present affiliation: Department of radiology, Shizuoka General Hospital, 4-27-1 Kita-Ando, Shizuoka City, Shizuoka, 420-8527, JAPAN. Tel.: +81-54-247-6111, Fax: +81-54-247-6140,
| | - Hotaka Nonaka
- Department of Radiology, Fuji City General Hospital, Fuji, Shizuoka, 417-8567, Japan
| | - Hiroshi Onishi
- Department of Radiology, School of Medicine, University of Yamanashi, Chuo, Yamanashi, 409-3898, Japan
| | - Eiji Nakatani
- Division of Statistical Analysis, Research Support Center, Shizuoka General Hospital, Shizuoka, Shizuoka, 420-8527, Japan
| | - Yoko Sato
- Division of Statistical Analysis, Research Support Center, Shizuoka General Hospital, Shizuoka, Shizuoka, 420-8527, Japan
| | - Satoshi Funayama
- Department of Radiology, School of Medicine, University of Yamanashi, Chuo, Yamanashi, 409-3898, Japan
| | - Hiroaki Watanabe
- Department of Radiology, School of Medicine, University of Yamanashi, Chuo, Yamanashi, 409-3898, Japan
| | - Takafumi Komiyama
- Department of Radiology, School of Medicine, University of Yamanashi, Chuo, Yamanashi, 409-3898, Japan
| | - Kengo Kuriyama
- Department of Radiology, Shizuoka General Hospital, Shizuoka, Shizuoka, 420-8527, Japan
| | - Kan Marino
- Department of Radiology, School of Medicine, University of Yamanashi, Chuo, Yamanashi, 409-3898, Japan
| | - Shinichi Aoki
- Department of Radiology, School of Medicine, University of Yamanashi, Chuo, Yamanashi, 409-3898, Japan
| | - Masayuki Araya
- Proton Therapy Center, Aizawa Hospital, Matsumoto, Nagano, 390-8510, Japan
| | - Licht Tominaga
- Department of Radiology, Toranomon Hospital, Minato, Tokyo, 105-8470, Japan
| | - Ryo Saito
- Department of Radiology, Shimada Municipal Hospital, Shimada, Shizuoka, 427-8502, Japan
| | - Yoshiyasu Maehata
- Department of Radiology, School of Medicine, University of Yamanashi, Chuo, Yamanashi, 409-3898, Japan
| | - Mitsuhiko Oguri
- Department of Radiology, Yamanashi Prefectural Hospital, Yamanashi, Yamanashi, 400-8506, Japan
| | - Masahide Saito
- Department of Radiology, School of Medicine, University of Yamanashi, Chuo, Yamanashi, 409-3898, Japan
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El Haddi J, Layton CR, Negmadjanov U, Roberts J. Gamma Radiation-Induced Rib Necrosis and Stereotactic Radiosurgery Failure. Cureus 2021; 13:e14302. [PMID: 33968514 PMCID: PMC8099002 DOI: 10.7759/cureus.14302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Stereotactic radiosurgery, or SRS, uses focused beams of gamma radiation targeted to specific areas of the body and has been used for multiple forms of non-small cell lung cancer. In this article, the authors describe two incidental cases of osteonecrosis in patients who had previously undergone stereotactic radiosurgery with recurrence of tumor. While this is a known side effect of traditional radiation therapy, it has not been described in the context of stereotactic radiosurgery. Further, these lesions were immediately deep to a rib, which may have shielded the lesion, and led to SRS failure. Osteonecrosis of the rib is a rare clinical entity but has been found to occur with glucocorticoid use, bisphosphonates, radiation therapy, and radiofrequency ablation. In the authors' review of the literature on SRS for lung cancer and intrathoracic pathology, rib osteonecrosis was not described and has not been mentioned as a possible side effect. Patients who have undergone thoracic stereotactic radiotherapy may develop side effects of traditional radiotherapy. We identified two patients who developed rib osteonecrosis though that has not been previously described as an adverse effect of stereotactic radiotherapy. The patients described in this case did not have any radiographic evidence of disease on imaging, suggesting that further research is warranted on the diagnosis and management of this rare disease entity.
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Affiliation(s)
| | | | | | - John Roberts
- Thoracic Surgery, Boca Raton Regional Hospital/Lynn Cancer Institute, Boca Raton, USA
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Kepka L, Socha J. Dose and fractionation schedules in radiotherapy for non-small cell lung cancer. Transl Lung Cancer Res 2021; 10:1969-1982. [PMID: 34012807 PMCID: PMC8107746 DOI: 10.21037/tlcr-20-253] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
In the field of radiotherapy (RT), the issues of total dose, fractionation, and overall treatment time for non-small cell lung cancer (NSCLC) have been extensively investigated. There is some evidence to suggest that higher treatment intensity of RT, when given alone or sequentially with chemotherapy (CHT), is associated with improved survival. However, there is no evidence that the outcome is improved by RT at a higher dose and/or higher intensity when it is used concurrently with CHT. Moreover, some reports on the combination of full dose CHT with a higher biological dose of RT warn of the significant risk posed by such intensification. Stereotactic body radiotherapy (SBRT) provides a high rate of local control in the management of early-stage NSCLC through the use of high ablative doses. However, in centrally located tumors the use of SBRT may carry a risk of serious damage to the great vessels, bronchi, and esophagus, owing to the high ablative doses needed for optimal tumor control. There is a similar problem with moderate hypofractionation in radical RT for locally advanced NSCLC, and more evidence needs to be gathered regarding the safety of such schedules, especially when used in combination with CHT. In this article, we review the current evidence and questions related to RT dose/fractionation in NSCLC.
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Affiliation(s)
- Lucyna Kepka
- Department of Radiotherapy, Military Institute of Medicine, Warsaw, Poland
| | - Joanna Socha
- Department of Radiotherapy, Military Institute of Medicine, Warsaw, Poland
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Shi J, Li J, Wang Y, Cheng J, Zhang CY. Recent advances in MoS 2-based photothermal therapy for cancer and infectious disease treatment. J Mater Chem B 2021; 8:5793-5807. [PMID: 32597915 DOI: 10.1039/d0tb01018a] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Photothermal therapy (PTT) is a treatment combining laser irradiation and a photothermal transduction agent (PTA) to generate hyperthermia, which is used to efficiently and effectively treat cancer and prevent bacteria-induced infectious diseases. MoS2, an increasingly used two-dimensional transition metal dichalcogenide, which shows high absorbance in the near infrared (NIR) laser region, has been extensively utilized as a novel PTA in biomedical applications. The use of MoS2 as an advanced photoabsorbing agent has introduced a more efficient cancer therapy and improved antibacterial efficacy. In this review, we firstly summarize the recent advances in the MoS2-based platform for PTT in cancer and bacteria-induced infectious diseases treatments. We then discuss that the combination of MoS2-based PTT and other biomedical methods along with multimodality imaging, such as chemotherapy, photodynamic therapy (PDT) and immunotherapy, might be a promising strategy for cancer treatment. Furthermore, a new concept is proposed wherein MoS2-based PTT and combined therapies based on this could be more effective for the treatment of various bacteria-induced infectious diseases. Finally, research progress, challenges, and perspectives for the future development of this MoS2-based platform in cancer and bacteria-induced infectious disease treatments are discussed and concluded. Collectively, we think that MoS2-based PTT with high therapeutic efficacy and minimal side-effects could be potentially applied in clinical settings to improve cancer and infectious disease treatments.
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Affiliation(s)
- Jinping Shi
- Advanced Research Institute for Multidisciplinary Science, Beijing Institute of Technology, Beijing, 100081, China.
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Saha A, Beasley M, Hatton N, Dickinson P, Franks K, Clarke K, Jain P, Teo M, Murray P, Lilley J. Clinical and dosimetric predictors of radiation pneumonitis in early-stage lung cancer treated with Stereotactic Ablative radiotherapy (SABR) - An analysis of UK's largest cohort of lung SABR patients. Radiother Oncol 2021; 156:153-159. [PMID: 33333139 DOI: 10.1016/j.radonc.2020.12.015] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 08/17/2020] [Accepted: 12/07/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND Stereotactic Ablative Radiotherapy (SABR) is the standard treatment for early-stage medically inoperable lung cancer. Predictors of radiation pneumonitis (RP) in patients treated with SABR are poorly defined. In this study, we investigate clinical and dosimetric parameters, which can predict symptomatic RP in early-stage lung cancer patients treated with SABR. MATERIALS AND METHODS Patients treated with lung SABR between May 2009 and August 2018, in a single United Kingdom (UK) radiotherapy center were included. The patient's baseline characteristics, treatment details, and toxicity were retrieved from the electronic medical record. Dosimetric data was extracted from Xio and Monaco treatment planning systems. Patients were treated according to the UK SABR consortium guidelines. RP was graded retrospectively using Common Terminology Criteria for Adverse Events (CTCAE) version 4.0, based on available clinical and imaging information. Univariate and multivariate binary logistic regression was performed to determine predictive factors for grade ≥ 2 radiation pneumonitis, using Statistical Package for the Social Sciences (SPSS) statistics version 21 software. The goodness of fit was assessed using the Hosmer and Lemeshow test. The optimal diagnostic threshold was tested using the Receiver operating characteristics (ROC) curve. The chi-square test was carried out to test the different risk factors against the likelihood of developing grade ≥ 2 pneumonitis. RESULTS A total of 1266 patients included in the analysis. The median age of patients was 75 years. Six hundred sixty-six patients (52.6%) were female. Median follow up was 56 months. Sixty-five percent of patients received 55 Gy in 5 fractions. Forty-three percent of patients had Eastern Cooperative Oncology Group (ECOG) performance status (PS) of 2 and 16.2% had PS of 3. The Median Charlson comorbidity index was 6 (range 2-11). Median Standardized Uptake Value (SUV) max of the tumor was 6.5. Four hundred two patients (31.8%) had confirmed histological diagnosis; other patients were treated based on a radiological diagnosis. The median tumor size was 20 mm (range 4 mm-63 mm). Median Planning Target Volume (PTV) was 30.3 cc. Median values of R100, R50, and D2cm were 1.1, 5.6, 32.8 Gy. The median value of mean lung dose, V20, and V12.5 were 3.9 Gy, 5 %and 9.3% respectively. Eighty-five (6.7%) patients developed symptomatic RP (grade ≥ 2) with only 5(0.4%) developing grade 3 RP. Five percent of patients developed rib fractures but only 28% of these were symptomatic. On univariate analysis lower lobe tumor location, larger tumor size, PTV, mean lung dose, lung V20Gy, and V12.5 Gy were significantly associated with grade ≥ 2 RP. On multivariate analysis, only mean lung dose was associated with grade ≥ 2 pneumonitis. ROC curve analysis showed optimal diagnostic threshold for tumour size, PTV, mean lung dose, V20 and V12.5; are 22.5 mm ((Area Under Curve (AUC)-0.565)), 27.15 cc (AUC-0.58), 3.7 Gy (AUC-0.633), 4.6% (AUC-0.597), 9.5% (AUC-0.616). The incidence of ≥grade 2 RP was significantly high for values higher than the ROC threshold. CONCLUSION SABR treatment resulted in a very low rate of grade 3 pneumonitis. Lower lobe tumor location, larger tumor size, PTV, mean lung dose, V20, and V12.5 were found to be significant predictors of symptomatic radiation pneumonitis.
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Affiliation(s)
- Animesh Saha
- Department of Oncology, Apollo Gleneagles Cancer Hospital, Kolkata, India.
| | - Matthew Beasley
- Department of Oncology, St James's University Hospital, Leeds, UK
| | - Nathaniel Hatton
- Department of Oncology, St James's University Hospital, Leeds, UK
| | - Peter Dickinson
- Department of Oncology, St James's University Hospital, Leeds, UK
| | - Kevin Franks
- Department of Oncology, St James's University Hospital, Leeds, UK
| | - Katy Clarke
- Department of Oncology, St James's University Hospital, Leeds, UK
| | - Pooja Jain
- Department of Oncology, St James's University Hospital, Leeds, UK
| | - Mark Teo
- Department of Oncology, St James's University Hospital, Leeds, UK
| | - Patrick Murray
- Department of Oncology, St James's University Hospital, Leeds, UK
| | - John Lilley
- Department of Medical Physics, St James's University Hospital, Leeds, UK
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Watanabe K, Katsui K, Sugiyama S, Yoshio K, Kuroda M, Hiraki T, Kiura K, Maeda Y, Toyooka S, Kanazawa S. Lung stereotactic body radiation therapy for elderly patients aged ≥ 80 years with pathologically proven early-stage non-small cell lung cancer: a retrospective cohort study. Radiat Oncol 2021; 16:39. [PMID: 33622369 PMCID: PMC7903684 DOI: 10.1186/s13014-021-01769-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Accepted: 02/11/2021] [Indexed: 12/25/2022] Open
Abstract
Background Stereotactic body radiation therapy (SBRT) is an established therapy for medically inoperable early-stage non-small cell lung cancer (NSCLC). Many elderly patients are medically inoperable owing to comorbidities. Therefore, SBRT may be a useful therapy for elderly patients. However, the application of SBRT for patients aged ≥ 80 years has not been completely elucidated. Therefore, this study aimed to assess the clinical utility of SBRT for elderly patients aged ≥ 80 years with pathologically proven early-stage NSCLC. Methods We retrospectively evaluated the data of patients aged ≥ 80 years with pathologically proven primary NSCLC who underwent SBRT at our institution between January 2009 and March 2020. Treatment outcomes and toxicities were analyzed. We used the Kaplan–Meier method to estimate survival curves and the log-rank test to compare the survival curves. We performed univariate and multivariate Cox regression analyses. p-values < 0.05 were regarded significant. Results Sixty-four patients (65 lesions) were included, and the median follow-up period was 38.7 (range 3.5–95.7) months. The median age was 82.9 (range 80.0–94.8) years. Sixteen patients were medically operable, and 48 patients were medically inoperable. The prescribed dose of SBRT was either 48 Gy in four fractions or 60 Gy in 10 fractions. The median survival time was 60.0 months (95% confidence interval, 43.5–71.1). The 1-, 3-, and 5-year local control, cancer-specific survival, progression-free survival, and overall survival rates were 98.4%, 98.4%, 81.0%, and 88.9%; 90.1%, 93.7%, 58.9%, and 68.3%; and 87.4%, 83.5%, 38.2%, and 47.5%, respectively. Multivariate analysis revealed that inoperability and solid nodules were the predictors of poor overall survival after SBRT in elderly patients. Two patients (3.1%) had grade 3 radiation pneumonitis, and one patient (1.6%) had grade 5 radiation pneumonitis. Conclusions SBRT was feasible in patients aged ≥ 80 years with NSCLC. It achieved good local control with minimal toxicity. SBRT may be beneficial in elderly patients with early-stage NSCLC.
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Affiliation(s)
- Kenta Watanabe
- Department of Radiology, Okayama University Hospital, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan
| | - Kuniaki Katsui
- Department of Proton Beam Therapy, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan.
| | - Soichiro Sugiyama
- Department of Radiology, Okayama University Hospital, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan
| | - Kotaro Yoshio
- Department of Radiology, Okayama University Hospital, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan
| | - Masahiro Kuroda
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan
| | - Takao Hiraki
- Department of Radiology, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan
| | - Katsuyuki Kiura
- Department of Allergy and Respiratory Medicine, Okayama University Hospital, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan
| | - Yoshinobu Maeda
- Department of Hematology, Oncology, and Respiratory Medicine, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan
| | - Shinichi Toyooka
- Department of General Thoracic Surgery and Breast and Endocrinological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan
| | - Susumu Kanazawa
- Department of Radiology, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, 2-5-1 Shikata-cho, Kita-ku, Okayama, 700-8558, Japan
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Ling C, Wang X, Shen Y. Advances in Hollow Inorganic Nanomedicines for Photothermal-Based Therapies. Int J Nanomedicine 2021; 16:493-513. [PMID: 33519198 PMCID: PMC7837554 DOI: 10.2147/ijn.s285115] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Accepted: 01/04/2021] [Indexed: 12/11/2022] Open
Abstract
Nanotechnology has prompted the development of hollow inorganic nanomedicine. These medicines are now widely investigated as photothermal-based therapies for various diseases due to their high loading capacity, tuneable wavelength, relatively small size and low density. We begin this review with a brief introduction, followed by a summary of the development of imaging-guided photothermal therapy (PTT) for cancer treatment during the last three years (from 2017 to 2020). We then introduce the antibacterial effects of these medicines on some bacterial infections, in which the pathogenic bacteria can be killed by mild photothermal effects, ions and antibiotic release. Other diseases can also be treated using hollow inorganic photothermal agents. Specifically, we discuss the use of PTT for treating Alzheimer's disease, obesity and endometriosis. Finally, we share our perspectives on the current challenges and future prospects of using hollow inorganic materials in clinical PTT for various diseases.
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Affiliation(s)
- Chen Ling
- School of Pharmacy, China Pharmaceutical University, Nanjing 211100, People's Republic of China
| | - Xiaobo Wang
- School of Pharmacy, China Pharmaceutical University, Nanjing 211100, People's Republic of China
| | - Yan Shen
- Department of Pharmaceutics, China Pharmaceutical University, Nanjing 211100, People's Republic of China
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Liu J, Hui C, Ladbury C, Waddington T, Erhunmwunsee L, Raz D, Kim J, Salgia R, Chenery S, Pearlstein D, Schwer A, Amini A. Improved Survival Outcomes in Medically Fit Patients With Early-Stage Non-Small-Cell Lung Cancer Undergoing Stereotactic Body Radiotherapy. Clin Lung Cancer 2021; 22:e678-e683. [PMID: 33712362 DOI: 10.1016/j.cllc.2021.01.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 12/31/2020] [Accepted: 01/06/2021] [Indexed: 11/16/2022]
Abstract
INTRODUCTION Stereotactic body radiotherapy (SBRT) has been shown to result in excellent disease control rates for early-stage non-small-cell lung cancer (NSCLC). It remains unknown which patients would most benefit from SBRT in treating NSCLC. PATIENTS AND METHODS We conducted a retrospective analysis of 346 patients treated with SBRT for early-stage NSCLC at 2 institutions (86 patients from City of Hope National Medical Center and 260 patients from The Newport Beach Radiosurgery Center/Hoag Hospital) from February 2010 to July 2019. The primary endpoint was overall survival (OS). The omnibus test of model coefficients was performed to study the associations between clinical factors and OS. Survival analyses were performed by the log-rank test and Cox proportional hazards regression. RESULTS Under the univariate analysis, variables associated with a decreased likelihood of death included age < 65 years (P = .040) and being a surgical candidate (P = .010). Multivariate analysis found that surgical candidates still had a significantly decreased likelihood of death compared to nonsurgical candidates (Hazard ratio 0.360, 95% confidence interval 0.153-0.848, P = .019). Median OS was significantly increased for surgical candidates versus nonsurgical candidates (83 vs 53 months, P = .017). The local failure rate was 9.1%, the locoregional failure rate was 12.7%, and the distant failure rate was 10.7%. CONCLUSION Patients who are deemed to be candidates for surgery have improved OS compared to those who are not when treated with SBRT. This raises the question of selection bias in trials comparing surgery with SBRT in NSCLC, as patients who are deemed to be surgical candidates and then go on to undergo surgery may have an inherent OS benefit.
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Affiliation(s)
- Jason Liu
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, CA
| | - Caressa Hui
- Department of Radiation Oncology, Stanford Cancer Center, Stanford, CA
| | - Colton Ladbury
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, CA
| | - Thomas Waddington
- Department of Thoracic Surgery, City of Hope National Medical Center, Duarte, CA
| | - Loretta Erhunmwunsee
- Department of Thoracic Surgery, City of Hope National Medical Center, Duarte, CA
| | - Dan Raz
- Department of Thoracic Surgery, City of Hope National Medical Center, Duarte, CA
| | - Jae Kim
- Department of Thoracic Surgery, City of Hope National Medical Center, Duarte, CA
| | - Ravi Salgia
- Department of Medical Oncology, City of Hope National Medical Center, Duarte, CA
| | - Stafford Chenery
- Department of Radiation Oncology, The Newport Beach Radiosurgery Center/Hoag Memorial Hospital Presbyterian, Newport Beach, CA
| | - Daryl Pearlstein
- Department of Thoracic Surgery, at Hoag Memorial Hospital Presbyterian, Newport Beach, CA
| | - Amanda Schwer
- Department of Radiation Oncology, The Newport Beach Radiosurgery Center/Hoag Memorial Hospital Presbyterian, Newport Beach, CA
| | - Arya Amini
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, CA.
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Wu Y, Han C, Zhu J, Chong Y, Liu J, Gong L, Liu Z, Hu K, Zhang F. Prognostic outcome after second primary lung cancer in patients with previously treated lung cancer by radiotherapy. J Thorac Dis 2020; 12:5376-5386. [PMID: 33209371 PMCID: PMC7656431 DOI: 10.21037/jtd-20-2024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Background Second primary lung cancer (SPLC) occurs not rarely in recent years. The effect of radiotherapy on SPLC remains unclear. This study aims to explore the survival outcome of SPLC patients with clinical stage T1 lung cancer previously treated with radiotherapy. Methods A total of 705 SPLC patients that previously underwent radiotherapy for first primary lung cancer (FPLC) were identified from the Surveillance, Epidemiology, and End Results (SEER) database between 2004 and 2016. Univariate and multivariate Cox regression analyses were performed to find prognostic factors. The survival outcomes were plotted using Kaplan-Meier (KM) method and compared by log-rank test. Additionally, propensity score matching (PSM) analyses were used to compare overall survival (OS) and lung cancer-specific survival (CSS) between radiotherapy and other treatment groups for SPLC. Results According to Cox analyses, age >62 years [hazard ratio (HR): 1.48, 95% confidence interval (CI): 1.10–1.99; P=0.010], SPLC tumor size >1 cm (HR: 1.95, 95% CI: 1.51–2.53; P<0.001), and treatments for SPLC as chemotherapy (HR: 1.39, 95% CI: 1.13–1.71; P=0.002), no surgery (HR: 2.00, 95% CI: 1.34–2.98; P=0.001) and no radiotherapy (HR: 1.73, 95% CI: 1.39–2.15; P<0.001) independently indicated worse survival. After PSM, patients treated with radiotherapy for SPLC had significantly better OS and CSS than the none-treatment (OS: P=0.004; CSS: P<0.001), chemotherapy (P<0.001) or radiotherapy plus chemotherapy (OS: P=0.032; CSS: P=0.008) groups, but demonstrated a worse OS than the surgery group (P=0.034). Conclusions Surgery may be more beneficial to survival than radiotherapy and chemotherapy and should be considered first if possible. When patients cannot tolerate surgery, radiotherapy can be an effective alternative.
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Affiliation(s)
- Yijun Wu
- Department of Radiation Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.,Peking Union Medical College, Eight-Year MD Program, Chinese Academy of Medical Sciences, Beijing, China
| | - Chang Han
- Peking Union Medical College, Eight-Year MD Program, Chinese Academy of Medical Sciences, Beijing, China
| | - Jiawei Zhu
- Department of Radiation Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.,Peking Union Medical College, Eight-Year MD Program, Chinese Academy of Medical Sciences, Beijing, China
| | - Yuming Chong
- Peking Union Medical College, Eight-Year MD Program, Chinese Academy of Medical Sciences, Beijing, China
| | - Jianghao Liu
- Peking Union Medical College, Eight-Year MD Program, Chinese Academy of Medical Sciences, Beijing, China
| | - Liang Gong
- Peking Union Medical College, Eight-Year MD Program, Chinese Academy of Medical Sciences, Beijing, China
| | - Zhikai Liu
- Department of Radiation Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Ke Hu
- Department of Radiation Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Fuquan Zhang
- Department of Radiation Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
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Mielgo-Rubio X, Calvo V, Luna J, Remon J, Martín M, Berraondo P, Jarabo JR, Higuera O, Conde E, De Castro J, Provencio M, Hernando Trancho F, López-Ríos F, Couñago F. Immunotherapy Moves to the Early-Stage Setting in Non-Small Cell Lung Cancer: Emerging Evidence and the Role of Biomarkers. Cancers (Basel) 2020; 12:3459. [PMID: 33233705 PMCID: PMC7699975 DOI: 10.3390/cancers12113459] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 11/15/2020] [Accepted: 11/17/2020] [Indexed: 12/24/2022] Open
Abstract
Despite numerous advances in targeted therapy and immunotherapy in the last decade, lung cancer continues to present the highest mortality rate of all cancers. Targeted therapy based on specific genomic alterations, together with PD-1 and CTLA-4 axis blocking-based immunotherapy, have significantly improved survival in advanced non-small cell lung cancer (NSCLC) and both therapies are now well-established in this clinical setting. However, it is time for immunotherapy to be applied in patients with early-stage disease, which would be an important qualitative leap in the treatment of lung cancer patients with curative intent. Preliminary data from a multitude of studies are highly promising, but therapeutic decision-making should be guided by an understanding of the molecular features of the tumour and host. In the present review, we discuss the most recently published studies and ongoing clinical trials, controversies, future challenges and the role of biomarkers in the selection of best therapeutic options.
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Affiliation(s)
- Xabier Mielgo-Rubio
- Department of Medical Oncology, Hospital Universitario Fundación Alcorcón, Budapest 1 Alcorcón, 28922 Madrid, Spain
| | - Virginia Calvo
- Department of Medical Oncology, Puerta de Hierro Hospital, Joaquín Rodrigo 1, Majadahonda, 28222 Madrid, Spain; (V.C.); (M.P.)
| | - Javier Luna
- Department of Radiation Oncology, Fundacion Jimenez Diaz, Oncohealth Institute, Avda. Reyes Católicos 2, 28040 Madrid, Spain;
| | - Jordi Remon
- Department of Medical Oncology, Centro Integral Oncológico Clara Campal (HM-CIOCC), Hospital HM Delfos, HM Hospitales, 08023 Barcelona, Spain;
| | - Margarita Martín
- Department of Radiation Oncology, Ramón y Cajal University Hospital, M-607, 100, 28034 Madrid, Spain;
| | - Pedro Berraondo
- Division of Immunology and Immunotherapy, Cima Universidad de Navarra and Instituto de Investigacion Sanitaria de Navarra (IdISNA), 31008 Pamplona, Spain;
| | - José Ramón Jarabo
- Department of Thoracic Surgery, Hospital Clínico San Carlos, Calle del Prof Martín Lagos, s/n, 28040 Madrid, Spain; (J.R.J.); (F.H.T.)
| | - Oliver Higuera
- Department of Medical Oncology, Hospital Universitario La Paz, Paseo de la Castellana 261, 28046 Madrid, Spain; (O.H.); (J.D.C.)
| | - Esther Conde
- Pathology-Targeted Therapies Laboratory, HM Hospitales, 28015 Madrid, Spain; (E.C.); (F.L.-R.)
| | - Javier De Castro
- Department of Medical Oncology, Hospital Universitario La Paz, Paseo de la Castellana 261, 28046 Madrid, Spain; (O.H.); (J.D.C.)
| | - Mariano Provencio
- Department of Medical Oncology, Puerta de Hierro Hospital, Joaquín Rodrigo 1, Majadahonda, 28222 Madrid, Spain; (V.C.); (M.P.)
| | - Florentino Hernando Trancho
- Department of Thoracic Surgery, Hospital Clínico San Carlos, Calle del Prof Martín Lagos, s/n, 28040 Madrid, Spain; (J.R.J.); (F.H.T.)
| | - Fernando López-Ríos
- Pathology-Targeted Therapies Laboratory, HM Hospitales, 28015 Madrid, Spain; (E.C.); (F.L.-R.)
| | - Felipe Couñago
- Department of Radiation Oncology, Hospital Universitario Quirónsalud Madrid, Pozuelo de Alarcón, 28223 Madrid, Spain;
- Department of Radiation Oncology, Hospital La Luz, 28003 Madrid, Spain
- Department of Radiation Oncology, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain
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Vu N, Onishi H, Saito M, Kuriyama K, Komiyama T, Marino K, Araya M, Aoki S, Saito R, Nonaka H, Funayama S, Watanabe H, Sano N. Tumor volume shrinkage during stereotactic body radiotherapy is related to better prognoses in patients with stage I non-small-cell lung cancer. JOURNAL OF RADIATION RESEARCH 2020; 61:740-746. [PMID: 32657333 PMCID: PMC7482165 DOI: 10.1093/jrr/rraa040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 05/24/2020] [Indexed: 06/11/2023]
Abstract
The purpose of the study was to investigate the association between tumor volume changes during stereotactic body radiation therapy (SBRT) and prognoses in stage I non-small-cell lung cancer (NSCLC). This retrospective review included stage I NSCLC patients in whom SBRT was performed at a total dose of 48.0-50.5 Gy in four or five fractions. The tumor volumes observed on computed tomography (CT) simulation and on the CT performed at the last treatment session using a CT-on-rails system were measured and compared. Then, the tumor volume changes during the SBRT period were measured and assessed for their association with prognoses (overall survival, local control, lymph node metastases and distant metastases). A total of 98 patients with a mean age of 78.6 years were enrolled in the study. The T-stage was T1a in 42%, T1b in 32% and T2a in 26% of the cases. The gross tumor volume (GTV) shrank and increased ≥10% in 23 (23.5%) and 36 (36.7%) of the cases, respectively. The 5-year local control and overall survival rates in the groups with a tumor shrinkage of ≥10% vs the group with a shrinkage of <10% were 94.7 vs 70.8% and 85.4 vs 47.6%, respectively; these differences were significant, with a P-value < 0.05. During a short SBRT period, the tumor shrank or enlarged in a small number of cases. A decrease of ≥10% in the GTV during SBRT was significantly related to better overall survival and local control.
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Affiliation(s)
- Nam Vu
- Department of Radiology, University of Yamanashi, Yamanashi, Japan
- Department of Radiology, Hospital 175, Ho Chi Minh, Vietnam
| | - Hiroshi Onishi
- Department of Radiology, University of Yamanashi, Yamanashi, Japan
| | - Masahide Saito
- Department of Radiology, University of Yamanashi, Yamanashi, Japan
| | - Kengo Kuriyama
- Department of Radiology, University of Yamanashi, Yamanashi, Japan
| | | | - Kan Marino
- Department of Radiology, University of Yamanashi, Yamanashi, Japan
| | | | - Shinichi Aoki
- Department of Radiology, University of Yamanashi, Yamanashi, Japan
| | - Ryo Saito
- Department of Radiology, University of Yamanashi, Yamanashi, Japan
| | - Hotaka Nonaka
- Department of Radiology, University of Yamanashi, Yamanashi, Japan
| | - Satoshi Funayama
- Department of Radiology, University of Yamanashi, Yamanashi, Japan
| | - Hiroaki Watanabe
- Department of Radiology, University of Yamanashi, Yamanashi, Japan
| | - Naoki Sano
- Department of Radiology, University of Yamanashi, Yamanashi, Japan
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Vicente E, Modiri A, Kipritidis J, Hagan A, Yu K, Wibowo H, Yan Y, Owen DR, Matuszak MM, Mohindra P, Timmerman R, Sawant A. Functionally weighted airway sparing (FWAS): a functional avoidance method for preserving post-treatment ventilation in lung radiotherapy. Phys Med Biol 2020; 65:165010. [PMID: 32575096 DOI: 10.1088/1361-6560/ab9f5d] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Recent changes to the guidelines for screening and early diagnosis of lung cancer have increased the interest in preserving post-radiotherapy lung function. Current investigational approaches are based on spatially mapping functional regions and generating regional avoidance plans that preferentially spare highly ventilated/perfused lung. A potentially critical, yet overlooked, aspect of functional avoidance is radiation injury to peripheral airways, which serve as gas conduits to and from functional lung regions. Dose redistribution based solely on regional function may cause irreparable damage to the 'supply chain'. To address this deficiency, we propose the functionally weighted airway sparing (FWAS) method. FWAS (i) maps the bronchial pathways to each functional sub-lobar lung volume; (ii) assigns a weighting factor to each airway based on the relative contribution of the sub-volume to overall lung function; and (iii) creates a treatment plan that aims to preserve these functional pathways. To evaluate it, we used four cases from a retrospective cohort of SAbR patients treated for lung cancer. Each patient's airways were auto-segmented from a diagnostic-quality breath-hold CT using a research virtual bronchoscopy software. A ventilation map was generated from the planning 4DCT to map regional lung function. For each terminal airway, as resolved by the segmentation software, the total ventilation within the sub-lobar volume supported by that airway was estimated and used as a function-based weighting factor. Upstream airways were weighted based on the cumulative volumetric ventilation supported by corresponding downstream airways. Using a previously developed model for airway radiosensitivity, dose constraints were determined for each airway corresponding to a <5% probability of airway collapse. Airway dose constraints, ventilation scores, and clinical dose constraints were input to a swarm optimization-based inverse planning engine to create a 3D conformal SAbR plan (CRT). The FWAS plans were compared to the patients' prescribed CRT clinical plans and the inverse-optimized clinical plans. Depending on the size and location of the tumour, the FWAS plan showed superior preservation of ventilation due to airflow preservation through open pathways (i.e. cumulative ventilation score from the sub-lobar volumes of open pathways). Improvements ranged between 3% and 23%, when comparing to the prescribed clinical plans, and between 3% and 35%, when comparing to the inverse-optimized clinical plans. The three plans satisfied clinical requirements for PTV coverage and OAR dose constraints. These initial results suggest that by sparing pathways to high-functioning lung subregions it is possible to reduce post-SAbR loss of respiratory function.
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Affiliation(s)
- E Vicente
- University of Maryland School of Medicine, Baltimore, MD, United States of America
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Dupic G, Biau J, Molnar I, Chassin V, Dedieu V, Lapeyre M, Bellière-Calandry A. Significant Correlation Between Overall Survival and Mean Lung Dose in Lung Stereotactic Body Radiation Therapy (SBRT). Front Oncol 2020; 10:1577. [PMID: 32850462 PMCID: PMC7433697 DOI: 10.3389/fonc.2020.01577] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Accepted: 07/21/2020] [Indexed: 12/21/2022] Open
Abstract
Background After stereotactic body radiation therapy (SBRT) for medically inoperable stage I non-small-cell lung cancer (NSCLC), more patients die of comorbidities, particularly severe pulmonary insufficiency, than of tumor progression. The aim of this study was to evaluate correlation between lung biologically effective dose (BED) with an α/β ratio of 3 Gy (BED3) and overall survival (OS) for these patients. Methods From 2012 to 2017, we have developed a prospectively updated institutional database for all first 100 consecutively treated patients with inoperable Stage 1 (T1T2N0M0) NSCLC. All SBRT were conducted on a Novalis Tx® LINAC with two coplanar dynamic conformal arcs (84%) or with coplanar volumetric modulated arc therapy (VMAT) (16%). Mean GTV and PTV were 8.6 cc and 50.8 cc, respectively. The marginal dose prescribed to the PTV was the 80% isodose line (IDL), i.e., 54 Gy in 3 fractions for 76 patients (BED10 = 126 Gy) and 50 Gy in 5 fractions for 24 patients (BED10 = 83.3 Gy). Pulmonary heterogeneity has been taken into account by using Monte Carlo or AAA algorithms. Median follow-up was 25 months. Results At 1, 2, 3 and 5 years, local control (LC) was respectively 100, 98.2, 98.2, and 77.7%, and OS was respectively 83, 71.2, 58.1, and 33.2% (median OS was 49 months). Significant OS prognostic factors in univariate and multivariate analysis were mean lung BED3 (HR = 1.14, p = 0.01) and PTV volume (HR = 1.01, p = 0.004). A mean lung BED3 ≤ 5 Gy was significantly associated with a doubling of median OS from 29 months to more than 60 months (not achieved, p = 0.0068). For patients with a forced expiratory volume in 1 second (FEV1) ≤ 40%, a mean lung BED3 ≤ 4 Gy was significantly associated with a doubling of median OS from 23 to 46 months (p = 0.019). Conclusion Mean lung BED3 is strongly and significantly associated with OS in SBRT for inoperable Stage I NSCLC. For all treated patients, a mean lung BED3 ≤ 5 Gy lead to a doubling of median OS. This threshold value should be reduced to 4 Gy for patients with FEV1 ≤ 40%.
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Affiliation(s)
- Guillaume Dupic
- Department of Radiation Oncology, University of Clermont Auvergne, Jean Perrin Center, Clermont-Ferrand, France
| | - Julian Biau
- Department of Radiation Oncology, University of Clermont Auvergne, Jean Perrin Center, Clermont-Ferrand, France
| | - Ioana Molnar
- INSERM U1240 IMoST, University of Clermont Auvergne, Clermont-Ferrand, France.,Department of Clinical Research UMR 501, Jean Perrin Center, Clermont-Ferrand, France
| | - Vincent Chassin
- Department of Medical Physics, University of Clermont Auvergne, Jean Perrin Center, Clermont-Ferrand, France
| | - Véronique Dedieu
- Department of Medical Physics, University of Clermont Auvergne, Jean Perrin Center, Clermont-Ferrand, France
| | - Michel Lapeyre
- Department of Radiation Oncology, University of Clermont Auvergne, Jean Perrin Center, Clermont-Ferrand, France
| | - Aurélie Bellière-Calandry
- Department of Radiation Oncology, University of Clermont Auvergne, Jean Perrin Center, Clermont-Ferrand, France
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50
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Uchiyama F, Nakayama H, Takeda Y, Wang W, Minamimoto R, Tajima T. Risk of radiation pneumonitis in patients with emphysema after stereotactic body radiotherapy for non-small cell lung cancer assessed by quantitative CT. Mol Clin Oncol 2020; 13:3. [PMID: 32754317 DOI: 10.3892/mco.2020.2073] [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: 11/28/2019] [Accepted: 05/25/2020] [Indexed: 11/05/2022] Open
Abstract
Quantitative CT assessment of patients with pulmonary emphysema is used to measure pulmonary function. The present study evaluated whether the quantitative CT value can accurately estimate the risk of radiation pneumonitis (RP) after stereotactic body radiotherapy (SBRT) for non-small cell lung cancer (NSCLC) in patients with and without emphysema. A total of 80 patients with stage I NSCLC receiving SBRT at a dose of 50 or 60 Gy in five fractions at our hospital between November 2003 and October 2015 were included in the analysis. A total of 33 (41%) patients were diagnosed with emphysema on CT examination. Dosimetric parameters, quantitative CT percentage value of low attenuation area (LAA%) in the whole lung, and average whole lung CT density values were used to examine the risk of RP. Among the 80 patients, 26 (33%) and 3 (4%) experienced Grade 1 and Grade 2 RP, respectively, during the median observation period of 18.8 (1.8-106.8) months. The RP rate for patients with a LAA% (<-910 HU) of ≤25% was significantly higher than that of subjects with LAA% (<-910 HU) >25% (P=0.037). The RP rate in subjects with an average HU value of >-790 HU was significantly higher compared with that of patients with ≤-790 HU (P=0.036). Age (hazard ratio [HR]=2.46; P=0.03) and average HU (HR=3.39; P=0.02) were significantly associated with RP, whereas mean lung dose was not identified to be significant in multivariate analysis. The quantitative CT value was associated with RP after SBRT.
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Affiliation(s)
- Fumiya Uchiyama
- Department of Radiology, National Cancer Center for Global Health and Medicine, Tokyo 162-8655, Japan
| | - Hidetsugu Nakayama
- Department of Radiation Oncology, National Cancer Center for Global Health and Medicine, Tokyo 162-8655, Japan
| | - Yuichiro Takeda
- Department of Respiratory Medicine, National Cancer Center for Global Health and Medicine, Tokyo 162-8655, Japan
| | - Wenjie Wang
- Department of Radiation Oncology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu 0086-215000, P.R. China
| | - Ryogo Minamimoto
- Department of Nuclear Medicine, National Center for Global Health and Medicine, Tokyo 162-8655, Japan
| | - Tsuyosi Tajima
- Department of Radiology, National Cancer Center for Global Health and Medicine, Tokyo 162-8655, Japan
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