1
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Li J, Wang Y, Liu Y, Liu Q, Shen H, Ren X, Du J. Survival analysis and clinicopathological features of patients with stage IA lung adenocarcinoma. Heliyon 2024; 10:e23205. [PMID: 38169765 PMCID: PMC10758825 DOI: 10.1016/j.heliyon.2023.e23205] [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: 07/25/2023] [Revised: 11/23/2023] [Accepted: 11/29/2023] [Indexed: 01/05/2024] Open
Abstract
Background With the development of medical technology and change of life habits, early-stage lung adenocarcinoma (LUAD) has become more common. This study aimed to systematically analyzed clinicopathological factors associated to the overall survival (OS) of patients with Stage IA LUAD. Methods A total of 5942 Stage IA LUAD patients were obtained from the Surveillance, Epidemiology, and End Results (SEER) database. Kaplan-Meier methods and log-rank tests were used to compare the differences in OS. A nomogram constructed based on the Cox regression was evaluated by Concordance index (C index), calibration curve, decision curve analysis (DCA) and area under curve (AUC). And 136 patients were recruited from Shandong Province Hospital for external validation. Results Cox analysis regression indicated that 12 factors, such as Diagnosis to Treatment Interval (DTI) and Income Level, were independent prognostic factors and were included to establish the nomogram. The C-index of our novel model was 0.702, 0.724 and 0.872 in the training, internal and external validation cohorts, respectively. The 3-year and 5-year survival AUCs and calibration curves showed excellent agreement in each cohort. Some new factors in the SEER database, including DTI and Income Level, were firstly confirmed as independent prognostic factors of Stage IA LUAD patients. The distribution of these factors in the T1a, T1b, and T1c subgroups differed and had different effects on survival. Conclusion We summarized 12 factors that affect prognosis and constructed a nomogram to predict OS of Stage IA LUAD patients who underwent operation. For the first time, new SEER database parameters, including DTI and Income Level, were proved to be survival-related.
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Affiliation(s)
- Jiahao Li
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, PR China
| | - Yadong Wang
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, PR China
| | - Yong Liu
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, PR China
| | - Qiang Liu
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, PR China
| | - Hongchang Shen
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, PR China
- Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, PR China
| | - Xiaoyang Ren
- Department of Thoracic Surgery, Shandong Provincial Hospital, Shandong University, Jinan, PR China
| | - Jiajun Du
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, PR China
- Department of Thoracic Surgery, Shandong Provincial Hospital, Shandong University, Jinan, PR China
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2
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Eisenberg M, Deboever N, Antonoff MB. Salvage surgery in lung cancer following definitive therapies. J Surg Oncol 2023; 127:319-328. [PMID: 36630094 DOI: 10.1002/jso.27155] [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: 10/29/2022] [Revised: 11/10/2022] [Accepted: 11/11/2022] [Indexed: 01/12/2023]
Abstract
Salvage surgery refers to operative resection of persistent or recurrent disease in patients initially treated with intention-to-cure nonoperative management. In non-small-cell lung cancer, salvage surgery may be effective in treating selected patients with locally progressive tumors, recurrent local or locoregional disease, or local complications after nonoperative therapy. Importantly, those patients who may be candidates for salvage surgery are evolving, in terms of disease stage as well as the types of attempted definitive therapy received.
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Affiliation(s)
- Michael Eisenberg
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Nathaniel Deboever
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Mara B Antonoff
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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3
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Wu Y, Kang Y, Hu Y, Lan K, Yen S, Lai T, Lan T, Chen Y, Chiu C, Luo Y, Chao H, Chiang C, Shiao T, Yang C, Hsu W, Wu Y, Hsu H, Hung J, Huang C, Hsu P, Chen Y. Old age and EGFR mutation status in inoperable early-stage non-small cell lung cancer patients receiving stereotactic ablative radiotherapy: A single institute experience of 71 patients in Taiwan. Thorac Cancer 2023; 14:654-661. [PMID: 36653333 PMCID: PMC9981314 DOI: 10.1111/1759-7714.14786] [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: 11/19/2022] [Revised: 12/13/2022] [Accepted: 12/16/2022] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Stereotactic ablative radiotherapy (SABR) is now the standard of care for patients with inoperable early-stage lung cancer. Many of these patients are elderly. EGFR (epidermal growth factor receptor) mutation is also common in the Asian population. METHODS To evaluate the effects of old age and EGFR mutation on treatment outcomes and toxicity, we reviewed the medical records of 71 consecutive patients with inoperable early-stage non-small cell lung cancer (NSCLC) who received SABR at Taipei Veterans General Hospital between 2015 and 2021. RESULTS The study revealed that median age, follow-up, Charlson comorbidity index, and ECOG score were 80 years, 2.48 years, 3, and 1, respectively. Of these patients, 37 (52.1%) were 80 years or older, and 50 (70.4%) and 21 (29.6%) had T1 and T2 diseases, respectively. EGFR mutation status was available for 33 (46.5%) patients, of whom 16 (51.5%) had a mutation. The overall survival rates at 1, 3, and 5 years were 97.2, 74.9, and 58.3%, respectively. The local control rate at 1, 3, and 5 years was 97.1, 92.5, and 92.5%, respectively. Using Cox proportional hazards regression we found that male sex was a risk factor for overall survival (p = 0.036, 95% CI: 1.118-26.188). Two patients had grade 2 pneumonitis, but no other grade 2 or higher toxicity was observed. We did not find any significant differences in treatment outcomes or toxicity between patients aged 80 or older and those with EGFR mutations in this cohort. CONCLUSION These findings indicate that age and EGFR mutation status do not significantly affect the effectiveness or toxicity of SABR for patients with inoperable early-stage NSCLC.
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Affiliation(s)
- Yuan‐Hung Wu
- Department of OncologyTaipei Veterans General HospitalTaipeiTaiwan,School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of Biomedical Imaging and Radiological SciencesNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan
| | - Yu‐Mei Kang
- Department of OncologyTaipei Veterans General HospitalTaipeiTaiwan,School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan
| | - Yu‐Wen Hu
- Department of OncologyTaipei Veterans General HospitalTaipeiTaiwan,School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan
| | - Keng‐Li Lan
- Department of OncologyTaipei Veterans General HospitalTaipeiTaiwan,Institute of Traditional MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan
| | - Sang‐Hue Yen
- Department of OncologyTaipei Veterans General HospitalTaipeiTaiwan,Department of Biomedical Imaging and Radiological SciencesNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of Radiation OncologyTaipei Municipal Wan‐Fang HospitalTaipeiTaiwan
| | - Tzu‐Yu Lai
- Department of OncologyTaipei Veterans General HospitalTaipeiTaiwan,School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan
| | - Tien‐Li Lan
- Department of OncologyTaipei Veterans General HospitalTaipeiTaiwan
| | - Yuh‐Min Chen
- School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of Chest MedicineTaipei Veterans General HospitalTaipeiTaiwan
| | - Chao‐Hua Chiu
- Taipei Cancer Center and Taipei Medical University HospitalTaipei Medical UniversityTaipeiTaiwan
| | - Yung‐Hung Luo
- School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of Chest MedicineTaipei Veterans General HospitalTaipeiTaiwan
| | - Heng‐sheng Chao
- School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of Chest MedicineTaipei Veterans General HospitalTaipeiTaiwan
| | - Chi‐Lu Chiang
- School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of Chest MedicineTaipei Veterans General HospitalTaipeiTaiwan
| | - Tsu‐Hui Shiao
- School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of Chest MedicineTaipei Veterans General HospitalTaipeiTaiwan
| | - Chao‐Neng Yang
- School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of Chest MedicineTaipei Veterans General HospitalTaipeiTaiwan
| | - Wen‐Hu Hsu
- School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of SurgeryTaipei Veterans General HospitalTaipeiTaiwan
| | - Yu‐Chung Wu
- School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Taipei Cancer Center and Taipei Medical University HospitalTaipei Medical UniversityTaipeiTaiwan,Department of SurgeryTaipei Veterans General HospitalTaipeiTaiwan
| | - Han‐Shui Hsu
- Department of SurgeryTaipei Veterans General HospitalTaipeiTaiwan,Institute of Emergency and Critical Care MedicineNational Yang‐Ming Chiao‐Tung UniversityHsinchuTaiwan
| | - Jung‐Jyh Hung
- School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of SurgeryTaipei Veterans General HospitalTaipeiTaiwan
| | - Chien‐Sheng Huang
- School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of SurgeryTaipei Veterans General HospitalTaipeiTaiwan
| | - Po‐Kuei Hsu
- School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan,Department of SurgeryTaipei Veterans General HospitalTaipeiTaiwan
| | - Yi‐Wei Chen
- Department of OncologyTaipei Veterans General HospitalTaipeiTaiwan,School of MedicineNational Yang‐Ming Chiao‐Tung UniversityTaipeiTaiwan
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4
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Passaro A, Leighl N, Blackhall F, Popat S, Kerr K, Ahn MJ, Arcila ME, Arrieta O, Planchard D, de Marinis F, Dingemans AM, Dziadziuszko R, Faivre-Finn C, Feldman J, Felip E, Curigliano G, Herbst R, Jänne PA, John T, Mitsudomi T, Mok T, Normanno N, Paz-Ares L, Ramalingam S, Sequist L, Vansteenkiste J, Wistuba II, Wolf J, Wu YL, Yang SR, Yang JCH, Yatabe Y, Pentheroudakis G, Peters S. ESMO expert consensus statements on the management of EGFR mutant non-small-cell lung cancer. Ann Oncol 2022; 33:466-487. [PMID: 35176458 DOI: 10.1016/j.annonc.2022.02.003] [Citation(s) in RCA: 88] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 01/14/2022] [Accepted: 02/06/2022] [Indexed: 12/14/2022] Open
Abstract
The European Society for Medical Oncology (ESMO) held a virtual consensus-building process on epidermal growth factor receptor (EGFR)-mutant non-small-cell lung cancer in 2021. The consensus included a multidisciplinary panel of 34 leading experts in the management of lung cancer. The aim of the consensus was to develop recommendations on topics that are not covered in detail in the current ESMO Clinical Practice Guideline and where the available evidence is either limited or conflicting. The main topics identified for discussion were: (i) tissue and biomarkers analyses; (ii) early and locally advanced disease; (iii) metastatic disease and (iv) clinical trial design, patient's perspective and miscellaneous. The expert panel was divided into four working groups to address questions relating to one of the four topics outlined above. Relevant scientific literature was reviewed in advance. Recommendations were developed by the working groups and then presented to the entire panel for further discussion and amendment before voting. This manuscript presents the recommendations developed, including findings from the expert panel discussions, consensus recommendations and a summary of evidence supporting each recommendation.
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Affiliation(s)
- A Passaro
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Milan, Italy.
| | - N Leighl
- Division of Medical Oncology/Hematology, Princess Margaret Hospital Cancer Centre, Toronto, Canada
| | - F Blackhall
- Division of Cancer Sciences, The University of Manchester, Manchester, UK; Department of Medical Oncology, The Christie National Health Service (NHS) Foundation Trust, Manchester, UK
| | - S Popat
- National Heart and Lung Institute, Imperial College, London, UK; Lung Unit, Royal Marsden Hospital, London, UK; The Institute of Cancer Research, London, UK
| | - K Kerr
- Aberdeen Royal Infirmary, Aberdeen University Medical School, Aberdeen, UK
| | - M J Ahn
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - M E Arcila
- Department of Pathology, Molecular Diagnostics Service, Memorial Sloan Kettering Cancer Center, New York, USA
| | - O Arrieta
- Thoracic Oncology Unit, Instituto Nacional de Cancerología, Mexico City, Mexico
| | - D Planchard
- Department of Medical Oncology, Gustave Roussy, Villejuif, France
| | - F de Marinis
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - A M Dingemans
- Department of Respiratory Medicine, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - R Dziadziuszko
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdansk, Poland
| | - C Faivre-Finn
- The University of Manchester, Manchester Academic Health Science Centre, The Christie NHS Foundation Trust, Manchester, UK
| | - J Feldman
- Lung Cancer Patient and Advocate, Co-Founder of EGFR Resisters Patient Group
| | - E Felip
- Department of Medical Oncology, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - G Curigliano
- Department of Oncology and Hemato-Oncology, University of Milano, European Institute of Oncology IRCCS, Milan, Italy
| | - R Herbst
- Yale Comprehensive Cancer Center, Yale University School of Medicine, New Haven, USA
| | - P A Jänne
- Lowe Center for Thoracic Oncology, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - T John
- Peter MacCallum Cancer Centre, Melbourne, Australia
| | - T Mitsudomi
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - T Mok
- State Key Laboratory of Translational Oncology, Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Region, Hong Kong, China
| | - N Normanno
- Cell Biology and Biotherapy and Scientific Directorate, Istituto Nazionale Tumori, "Fondazione G.Pascale" IRCCS, Naples, Italy
| | - L Paz-Ares
- Lung Cancer Clinical Research Unit, and Complutense University, Madrid, Spain
| | - S Ramalingam
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Atlanta, Georgia
| | - L Sequist
- Department of Medicine, Massachusetts General Hospital, Boston, USA
| | - J Vansteenkiste
- Department of Respiratory Oncology, University Hospital KU Leuven, Leuven, Belgium
| | - I I Wistuba
- Department of Translational Molecular Pathology, Unit 951, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J Wolf
- Lung Cancer Group Cologne, Department I for Internal Medicine and Center for Integrated Oncology Cologne/Bonn, University Hospital Cologne, Cologne, Germany
| | - Y L Wu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangdong, China
| | - S R Yang
- The Institute of Cancer Research, London, UK
| | - J C H Yang
- Department of Oncology, National Taiwan University Hospital and National Taiwan University Cancer Center, Taipei, Republic of China
| | - Y Yatabe
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
| | - G Pentheroudakis
- Department of Medical Oncology, University of Ioannina, Ioannina, Epirus, Greece
| | - S Peters
- Oncology Department - CHUV, Lausanne University, Lausanne, Switzerland
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5
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Akasaka H, Mizonobe K, Oki Y, Uehara K, Nakayama M, Tamura S, Munetomo Y, Kawaguchi H, Ishida J, Harada A, Ishihara T, Kubota H, Kawaguchi H, Sasaki R, Mayahara H. Fiducial marker position affects target volume in stereotactic lung irradiation. J Appl Clin Med Phys 2022; 23:e13596. [PMID: 35377962 PMCID: PMC9195037 DOI: 10.1002/acm2.13596] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 03/06/2022] [Accepted: 03/09/2022] [Indexed: 11/12/2022] Open
Abstract
Purpose Real‐time tracking systems of moving respiratory targets such as CyberKnife, Radixact, or Vero4DRT are an advanced robotic radiotherapy device used to deliver stereotactic body radiotherapy (SBRT). The internal target volume (ITV) of lung tumors is assessed through a fiducial marker fusion using four‐dimensional computed tomography (CT). It is important to minimize the ITV to protect normal lung tissue from exposure to radiation and the associated side effects post SBRT. However, the ITV may alter if there is a change in the position of the fiducial marker with respect to the tumor. This study investigated the relationship between fiducial marker position and the ITV in order to prevent radiation exposure of normal lung tissue, and correct target coverage. Materials and methods This study retrospectively reviewed 230 lung cancer patients who received a fiducial marker for SBRT between April 2015 and September 2021. The distance of the fiducial marker to the gross tumor volume (GTV) in the expiratory (dex) and inspiratory (din) CT, and the ratio of the ITV/V(GTVex), were investigated. Results Upon comparing each lobe, although there was no significant difference in the ddiff and the ITV/V(GTVex) between all lobes for dex < 10 mm, there was significant difference in the ddiff and the ITV/V(GTVex) between the lower and upper lobes for dex ≥ 10 mm (p < 0.05). Moreover, there was significant difference in the ddiff and the ITV/V(GTVex) between dex ≥10 mm and dex < 10 mm in all lung regions (p < 0.05). Conclusion The ITV that had no margin from GTVs increased when dex was ≥10 mm for all lung regions (p < 0.05). Furthermore, the increase in ITV tended to be greater in the lower lung lobe. These findings can help decrease the possibility of adverse events post SBRT, and correct target coverage.
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Affiliation(s)
- Hiroaki Akasaka
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku Kobe, Hyogo, Japan.,Division of Radiation Oncology, Kobe University Graduate School of Medicine, Chuo-ku Kobe, Hyogo, Japan
| | - Kazufusa Mizonobe
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku Kobe, Hyogo, Japan
| | - Yuya Oki
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku Kobe, Hyogo, Japan
| | - Kazuyuki Uehara
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku Kobe, Hyogo, Japan
| | - Masao Nakayama
- Division of Radiation Oncology, Kobe University Graduate School of Medicine, Chuo-ku Kobe, Hyogo, Japan.,Division of Radiation Therapy, Kita-Harima Medical Center, Hyogo, Japan
| | - Shuhei Tamura
- Division of Radiological Technology, Kobe Minimally Invasive Cancer Center, Chuo-ku Kobe, Hyogo, Japan
| | - Yoshiki Munetomo
- Division of Radiological Technology, Kobe Minimally Invasive Cancer Center, Chuo-ku Kobe, Hyogo, Japan
| | - Haruna Kawaguchi
- Department of Radiology, Kobe Minimally Invasive Cancer Center, Chuo-ku Kobe, Hyogo, Japan
| | - Jun Ishida
- Department of Radiology, Kobe Minimally Invasive Cancer Center, Chuo-ku Kobe, Hyogo, Japan
| | - Aya Harada
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku Kobe, Hyogo, Japan
| | - Takeaki Ishihara
- Division of Radiation Oncology, Kobe University Hospital, Chuo-ku Kobe, Hyogo, Japan
| | - Hikaru Kubota
- Division of Radiation Oncology, Kobe University Hospital, Chuo-ku Kobe, Hyogo, Japan
| | - Hiroki Kawaguchi
- Division of Radiation Oncology, Kobe University Hospital, Chuo-ku Kobe, Hyogo, Japan
| | - Ryohei Sasaki
- Division of Radiation Oncology, Kobe University Hospital, Chuo-ku Kobe, Hyogo, Japan
| | - Hiroshi Mayahara
- Division of Radiation Oncology, Kobe Minimally Invasive Cancer Center, Chuo-ku Kobe, Hyogo, Japan
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6
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Abe T, Ryuno Y, Iino M, Saito S, Aoshika T, Ohta T, Igari M, Hirai R, Kumazaki Y, Kaira K, Kagamu H, Ishida H, Noda SE, Kato S. A 54 Gy in three fractions of stereotactic body radiotherapy using CyberKnife for T1b-2aN0M0 pathologically confirmed non-small cell lung cancer. Jpn J Clin Oncol 2021; 51:1723-1728. [PMID: 34580722 DOI: 10.1093/jjco/hyab154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 09/14/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Optimal dose-fractionation regimen of stereotactic body radiotherapy for peripheral early-stage non-small cell lung cancer remains unclear. We retrospectively investigated outcomes of stereotactic body radiotherapy using CyberKnife at 54 Gy in three fractions in 26 patients (median age: 76 years) with pathologically confirmed T1b-T2aN0M0 non-small cell lung cancer. METHODS A 54 Gy in three fractions was prescribed to cover the 99% of gross tumor volume. We estimated cumulative local control, progression-free survival and overall survival rates (Kaplan-Meier method), and toxicity (Common Toxicity Criteria for Adverse Events, version 5.0). RESULTS All the tumors were located at peripheral area of lung. Mean distance from chest wall to tumor was 6.5 mm (range: 0-32 mm). The patients' pathological diagnoses were: adenocarcinoma: n = 18, squamous cell carcinoma: n = 7 and non-small cell carcinoma: n = 1. Their stages were T1b: n = 9, T1c: n = 14 and T2a: n = 3. Median follow-up was 24 months (range: 6-54). Cumulative 2-year effect rates were local control: 100%, progression-free survival 70% and overall survival: 92%. Twenty patients developed grade one radiation pneumonitis, but grade 2 or greater radiation pneumonitis was not observed. CONCLUSIONS We found CyberKnife-stereotactic body radiotherapy for pathologically confirmed T1b-T2aN0M0 non-small cell lung cancer to be effective and safe. However, these results should be validated with a larger patient cohort and prospective follow-up monitoring.
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Affiliation(s)
- Takanori Abe
- Departments of Radiation Oncology, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Yasuhiro Ryuno
- Departments of Radiation Oncology, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Misaki Iino
- Departments of Radiation Oncology, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Satoshi Saito
- Departments of Radiation Oncology, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Tomomi Aoshika
- Departments of Radiation Oncology, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Tomohiro Ohta
- Departments of Radiation Oncology, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Mitsunobu Igari
- Departments of Radiation Oncology, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Ryuta Hirai
- Departments of Radiation Oncology, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Yu Kumazaki
- Departments of Radiation Oncology, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Kyoichi Kaira
- Respiratory Medicine, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Hiroshi Kagamu
- Respiratory Medicine, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Hironori Ishida
- General Thoracic Surgery, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Shin-Ei Noda
- Departments of Radiation Oncology, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Shingo Kato
- Departments of Radiation Oncology, International Medical Center, Saitama Medical University, Hidaka, Japan
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7
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A treatment planning study comparison between supine and prone position for different lung tumour locations using CyberKnife TPS. JOURNAL OF RADIOTHERAPY IN PRACTICE 2021. [DOI: 10.1017/s1460396920001193] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Abstract
Aim:
CyberKnife is the most advanced form of stereotactic body radiotherapy (SBRT) system that uses a robotic arm to deliver highly focused beams of radiation; however, a limitation is that it only irradiates from ceiling to floor direction. In patients with posterior lungs tumour who are positioned supine, normal lung tissue may suffer undesirable radiation injuries. This study compares the treatment planning between the prone set-up and the supine set-up for lung cancer in CyberKnife SBRT to decrease normal lung dose to avoid radiation side effects.
Materials and methods:
A human phantom was used to generate 108 plans (54 for prone and 54 for supine) using the CyberKnife planning platform. The supine and prone plans were compared in terms of the dosimetric characteristics, delivery efficiency and plan efficiency.
Results:
For posterior targets, the area of low-dose exposure to normal lungs was smaller in the prone set-up than in the supine set-up. V10 of the lungs was 7·53% and 10·47% (p < 0·001) in the anterior region, and 10·78% and 8·03% (p < 0·001) in the posterior region in the supine and prone set-up plans, respectively.
Conclusions:
The comparison between the prone set-up and the supine set-up was investigated with regard to target coverage and dose to organs at risk. Our results may be deployed in CyberKnife treatment planning to monitor normal tissue dose by considering patient positioning. This may assist in the design of better treatment plans and prevention of symptomatic radiation pneumonitis in lung cancer patients.
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8
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Bousabarah K, Blanck O, Temming S, Wilhelm ML, Hoevels M, Baus WW, Ruess D, Visser-Vandewalle V, Ruge MI, Treuer H, Kocher M. Radiomics for prediction of radiation-induced lung injury and oncologic outcome after robotic stereotactic body radiotherapy of lung cancer: results from two independent institutions. Radiat Oncol 2021; 16:74. [PMID: 33863358 PMCID: PMC8052812 DOI: 10.1186/s13014-021-01805-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 04/11/2021] [Indexed: 01/13/2023] Open
Abstract
OBJECTIVES To generate and validate state-of-the-art radiomics models for prediction of radiation-induced lung injury and oncologic outcome in non-small cell lung cancer (NSCLC) patients treated with robotic stereotactic body radiation therapy (SBRT). METHODS Radiomics models were generated from the planning CT images of 110 patients with primary, inoperable stage I/IIa NSCLC who were treated with robotic SBRT using a risk-adapted fractionation scheme at the University Hospital Cologne (training cohort). In total, 199 uncorrelated radiomic features fulfilling the standards of the Image Biomarker Standardization Initiative (IBSI) were extracted from the outlined gross tumor volume (GTV). Regularized models (Coxnet and Gradient Boost) for the development of local lung fibrosis (LF), local tumor control (LC), disease-free survival (DFS) and overall survival (OS) were built from either clinical/ dosimetric variables, radiomics features or a combination thereof and validated in a comparable cohort of 71 patients treated by robotic SBRT at the Radiosurgery Center in Northern Germany (test cohort). RESULTS Oncologic outcome did not differ significantly between the two cohorts (OS at 36 months 56% vs. 43%, p = 0.065; median DFS 25 months vs. 23 months, p = 0.43; LC at 36 months 90% vs. 93%, p = 0.197). Local lung fibrosis developed in 33% vs. 35% of the patients (p = 0.75), all events were observed within 36 months. In the training cohort, radiomics models were able to predict OS, DFS and LC (concordance index 0.77-0.99, p < 0.005), but failed to generalize to the test cohort. In opposite, models for the development of lung fibrosis could be generated from both clinical/dosimetric factors and radiomic features or combinations thereof, which were both predictive in the training set (concordance index 0.71- 0.79, p < 0.005) and in the test set (concordance index 0.59-0.66, p < 0.05). The best performing model included 4 clinical/dosimetric variables (GTV-Dmean, PTV-D95%, Lung-D1ml, age) and 7 radiomic features (concordance index 0.66, p < 0.03). CONCLUSION Despite the obvious difficulties in generalizing predictive models for oncologic outcome and toxicity, this analysis shows that carefully designed radiomics models for prediction of local lung fibrosis after SBRT of early stage lung cancer perform well across different institutions.
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Affiliation(s)
- Khaled Bousabarah
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany.,Institute of Diagnostic and Interventional Radiology, University Hospital of Cologne, Cologne, Germany
| | - Oliver Blanck
- Department of Radiation Oncology, University Medical Center Schleswig-Holstein, Kiel, Germany.,Saphir Radiosurgery Center Northern Germany, Guestrow, Germany
| | - Susanne Temming
- Department of Radiation Oncology, University Hospital of Cologne, Cologne, Germany
| | - Maria-Lisa Wilhelm
- Saphir Radiosurgery Center Northern Germany, Guestrow, Germany.,Department of Radiation Oncology, University Medicine Rostock, Rostock, Germany
| | - Mauritius Hoevels
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Wolfgang W Baus
- Department of Radiation Oncology, University Hospital of Cologne, Cologne, Germany
| | - Daniel Ruess
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Veerle Visser-Vandewalle
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Maximilian I Ruge
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Harald Treuer
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Martin Kocher
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany.
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9
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Lee IH, Chen GY, Chien CR, Cheng JCH, Chen JLY, Yang WC, Chen JS, Hsu FM. A retrospective study of clinicopathologic and molecular features of inoperable early-stage non-small cell lung cancer treated with stereotactic ablative radiotherapy. J Formos Med Assoc 2021; 120:2176-2185. [PMID: 33451864 DOI: 10.1016/j.jfma.2020.12.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 12/04/2020] [Accepted: 12/28/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND/PURPOSE Stereotactic ablative radiotherapy (SABR) is the treatment of choice for medically inoperable, early-stage non-small cell lung cancer (ES-NSCLC). The influence of oncogenic driver alterations and comorbidities are not well known. Here we present treatment outcomes based on clinicopathologic features and molecular profiles. METHODS We retrospectively analyzed patients treated with SABR for inoperable ES-NSCLC. Molecular features of oncogenic driver alterations included EGFR, ALK, and ROS1. Comorbidities were assessed using the age-adjusted Charlson Comorbidity Index (ACCI). Survival was calculated using the Kaplan-Meier method. The Cox regression model was performed for univariate and multivariate analyses of prognostic factors. Competing risk analysis was used to evaluate the cumulative incidence of disease progression. RESULTS From 2008 to 2020, 100 patients (median age: 82 years) were enrolled. The majority of patients were male (64%), ever-smokers (60%), and had adenocarcinoma (65%). With a median follow-up of 21.5 months, the median overall survival (OS) and real-world progression-free survival were 37.7 and 25.1 months, respectively. The competing-risk-adjusted 3-year cumulative incidences of local, regional, and disseminated failure were 8.2%, 14.5%, and 31.2%, respectively. An ACCI ≥7 was independently associated with inferior OS (hazard ratio [HR] 2.45, p = 0.03). Tumor size ≥4 cm (HR 4.16, p < 0.001) was the most important independent prognostic factor predicting real-world progression. EGFR mutation status had no impact on the outcomes. CONCLUSION SABR provides excellent local control in ES-NSCLC, although disseminated failures remains a major concern. ACCI is the best indicator for OS, while tumor sizes ≥4 cm predicts poor disease control.
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Affiliation(s)
- I-Han Lee
- Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
| | - Guann-Yiing Chen
- Department of Medical Imaging, National Taiwan University Hospital Hsinchu Branch, Hsinchu, Taiwan
| | - Chun-Ru Chien
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan; Department of Radiation Oncology, China Medical University Hsinchu Hospital, Hsinchu, Taiwan
| | - Jason Chia-Hsien Cheng
- Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan; Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Jenny Ling-Yu Chen
- Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
| | - Wen-Chi Yang
- Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan; Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Jin-Shing Chen
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Feng-Ming Hsu
- Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan; Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan.
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10
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Claude L, Morelle M, Mahé MA, Pasquier D, Boisselier P, Bondiau PY, Touboul E, Peignaux-Casasnovas K, Martel-Lafay I, Gassa F, Perrier L, Dussart S, Beckendorf V. A comparison of two modalities of stereotactic body radiation therapy for peripheral early-stage non-small cell lung cancer: results of a prospective French study. Br J Radiol 2020; 93:20200256. [PMID: 32970478 DOI: 10.1259/bjr.20200256] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVES This prospective, observational, non-randomized multicentric study was conducted to compare efficiency and toxicity using different modalities of stereotactic body radiation therapy (SBRT) in early-stage peripheral non-small cell lung cancer (NSCLC). METHODS From 9 April to 11 December, 106 patients were treated according to the local equipment availability for peripheral NSCLC with SBRT: 68 by linear accelerator equipped for SBRT and 38 by Cyberknife®. Multivariate analysis and propensity score analysis using Inverse Probability Treatment Weighting (IPTW) were undertaken in an effort to adjust for potential bias due to non-randomization. RESULTS 2-year local control rates were 97.0% (95% CI: [90.6%; 99.4%]) with SBRT by Linac vs 100% (95% CI: ([100%; 100%]) with Cyberknife® (p = 0.2839). 2-year PFS and 2-year OS rates were 52.7% (95% CI [39.9%;64.0%]) versus 54.1% (95% CI [36.8; 68.6%]) (p = 0.8582) and 65.1% (95% CI: [51.9%; 75.5%] versus 83.9% (95% CI: [67.5%; 92.4%] (p = 0.0831) using Linac and Cyberknife® respectively. Multivariate regression analysis indicates no significant effect of SBRT treatment type on PFS or OS. Local relapse could not be modeled due to the small number of events (n = 2). Acute and late toxicity rates were not significantly different. After IPTW adjustment, results were unchanged. CONCLUSIONS No difference in efficiency or toxicity was shown after SBRT of peripheral NSCLC treatment using Linac or Cyberknife®. ADVANCES IN KNOWLEDGE This is the first large prospective non-randomized study focusing on peripheral localized NSCLC comparing SBRT using an appropriately equipped linac with Cyberknife®. No significant difference in efficiency or toxicity was shown in this situation.
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Affiliation(s)
- Line Claude
- Radiation Therapy Department, Léon Bérard Cancer Center, Lyon, France
| | - Magali Morelle
- Univ Lyon, Centre Léon Bérard, Lyon, France.,Clinical Research and Innovation Direction, Centre Léon Bérard, Lyon, France
| | - Marc-André Mahé
- Radiation Therapy Department, Institut de Cancérologie de l'Ouest - René Gauducheau, SaintHerblain, France
| | - David Pasquier
- Academic Department of Radiation Therapy, Oscar Lambret Center, Lille University, Lille, France.,CRISTAL UMR CNRS 9189, Lille, France
| | - Pierre Boisselier
- Radiation Therapy Department, Val d'Aurelle-Paul Lamarque Cancer Center, Montpellier, France
| | | | | | | | | | - Frederic Gassa
- Radiation Therapy Department, Léon Bérard Cancer Center, Lyon, France
| | - Lionel Perrier
- Univ Lyon, Centre Léon Bérard, Lyon, France.,Clinical Research and Innovation Direction, Centre Léon Bérard, Lyon, France
| | - Sophie Dussart
- Clinical Research and Innovation Direction, Centre Léon Bérard, Lyon, France
| | - Veronique Beckendorf
- Université de Lorraine, Vandœuvre-lès-Nancy, France.,Département de radiothérapie, Institut de Cancérologie deLorraine, Vandœuvre-lès-Nancy, France
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11
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Kong M, Sung JY, Lee SH. Reactive Oxygen Species Modulator 1 is Associated with Poor Survival in Patients with Non-Small Cell Lung Cancer After Stereotactic Fractionated Radiosurgery: A Retrospective Pilot Study. Onco Targets Ther 2020; 13:8173-8180. [PMID: 32904444 PMCID: PMC7455601 DOI: 10.2147/ott.s266344] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 07/30/2020] [Indexed: 12/25/2022] Open
Abstract
Purpose It has been reported that the overexpression of reactive oxygen species modulator 1 (Romo1) is significantly associated with poor survival outcomes in patients with lung cancer who received surgical resection, conventional fractionated radiotherapy, and chemotherapy. In this study, we investigated whether Romo1 expression is associated with survival outcomes in patients with early-stage lung cancer who were treated with radiosurgery. Methods Romo1 protein expression was evaluated and scored in the tumor tissue specimens of 40 patients with non-small cell lung cancer by immunohistochemistry. An optimal cut-off for Romo1 expression was determined and used to allocate patients to low or high Romo1 expression groups. Survival outcomes were compared between the two groups. Results Romo1 expression was significantly associated with distant metastasis-free survival. The 1- and 2-year distant metastasis-free survival rates were 96.4% and 92.6% in the low Romo1 expression group and 87.5% and 46.7% in the high Romo1 expression group (P=0.041), respectively. The overall, local recurrence-free, regional recurrence-free, and disease progression-free survival rates were higher in the low Romo1 expression group than the high Romo1 expression group. However, the differences were not statistically significant. Conclusion Romo1 overexpression is associated with poor distant metastasis-free survival in patients with non-small cell lung cancer treated with radiosurgery. Further, large-scale prospective studies are required to identify the clinical efficacy of Romo1 as a potential adverse prognostic factor in lung cancer.
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Affiliation(s)
- Moonkyoo Kong
- Division of Lung & Head and Neck Oncology, Department of Radiation Oncology, Kyung Hee University Medical Center, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Ji-Youn Sung
- Department of Pathology, Kyung Hee University Medical Center, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Seung Hyeun Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kyung Hee University Medical Center, Kyung Hee University College of Medicine, Seoul, Republic of Korea
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12
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Nakamura M, Kageyama SI, Udagawa H, Zenke Y, Yoh K, Niho S, Hojo H, Motegi A, Kirita K, Matsumoto S, Goto K, Akimoto T. Differences in failure patterns according to the EGFR mutation status after proton beam therapy for early stage non-small cell lung cancer. Radiother Oncol 2020; 149:14-17. [PMID: 32387485 DOI: 10.1016/j.radonc.2020.04.056] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Revised: 04/09/2020] [Accepted: 04/29/2020] [Indexed: 12/25/2022]
Abstract
We analyzed 135 patients (including 27 EGFR-mutant and 29 EGFR-wild) with T1-3N0M0 non-squamous NSCLC treated by PBT. Considering the 3-year cumulative incidence, the EGFR-mutant group showed a significantly lower infield failure rate (9% vs 27%, p = 0.02) and higher out-of-field failure rate (67% vs 40%, p = 0.02) than the EGFR-wild group.
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Affiliation(s)
- Masaki Nakamura
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital East, Chiba, Japan.
| | - Shun-Ichiro Kageyama
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital East, Chiba, Japan
| | - Hibiki Udagawa
- Department of Thoracic Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Yoshitaka Zenke
- Department of Thoracic Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Kiyotaka Yoh
- Department of Thoracic Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Seiji Niho
- Department of Thoracic Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Hidehiro Hojo
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital East, Chiba, Japan
| | - Atsushi Motegi
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital East, Chiba, Japan
| | - Keisuke Kirita
- Department of Thoracic Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Singo Matsumoto
- Department of Thoracic Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Koichi Goto
- Department of Thoracic Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Tetsuo Akimoto
- Division of Radiation Oncology and Particle Therapy, National Cancer Center Hospital East, Chiba, Japan
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13
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[Prognosis factors after lung stereotactic body radiotherapy for non-small cell lung carcinoma]. Cancer Radiother 2020; 24:267-274. [PMID: 32192839 DOI: 10.1016/j.canrad.2019.11.002] [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: 08/19/2019] [Revised: 10/27/2019] [Accepted: 11/05/2019] [Indexed: 10/24/2022]
Abstract
Lung cancer is the fourth most common cancer in France with a prevalence of 30,000 new cases per year. Lobectomy surgery with dissection is the gold standard treatment for T1-T2 localized non-small cell lung carcinoma. A segmentectomy may be proposed to operable patients but fragile from a respiratory point of view. For inoperable patients or patients with unsatisfactory pulmonary function tests, local treatment with stereotactic radiotherapy may be proposed to achieve local control rates ranging from 85 to 95% at 3-5 years. Several studies have examined prognostic factors after stereotaxic pulmonary radiotherapy. We conducted a general review of the literature to identify factors affecting local control.
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14
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Fitzgerald K, Simone CB. Combining Immunotherapy with Radiation Therapy in Non-Small Cell Lung Cancer. Thorac Surg Clin 2020; 30:221-239. [PMID: 32327181 DOI: 10.1016/j.thorsurg.2020.01.002] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Immune checkpoint inhibitors have recently been demonstrated to improve survival in metastatic and locally advanced non-small cell lung cancer (NSCLC). Radiation therapy has a well-established role in the treatment of NSCLC and has more recently been shown to be immunostimulatory, with the potential to enhance the efficacy of immunotherapy. This comprehensive review details the current roles of radiation therapy and immune checkpoint inhibitors in NSCLC, discusses the intersection of these two modalities and their potential to have combined synergistic responses, and highlights existing preclinical and clinical data and ongoing clinical trials of combined immunotherapy and radiotherapy across all NSCLC stages.
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Affiliation(s)
- Kelly Fitzgerald
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 First Avenue, Mezzanine Level, New York, NY 10065, USA
| | - Charles B Simone
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 First Avenue, Mezzanine Level, New York, NY 10065, USA; New York Proton Center, 225 East 126th Street, New York, NY 10035, USA.
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15
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Zhu X, Hou R, Li X, Jiang C, Xia W, Fu X. Predictive model of the first failure pattern in patients receiving definitive chemoradiotherapy for inoperable locally advanced non-small cell lung cancer (LA-NSCLC). Radiat Oncol 2020; 15:43. [PMID: 32070383 PMCID: PMC7029470 DOI: 10.1186/s13014-020-1467-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Accepted: 01/15/2020] [Indexed: 12/25/2022] Open
Abstract
Purpose To analyze patterns of failure in patients with LA-NSCLC who received definitive chemoradiotherapy (CRT) and to build a nomogram for predicting the failure patterns in this population of patients. Materials and methods Clinicopathological data of patients with LA-NSCLC who received definitive chemoradiotherapy and follow-up between 2013 and 2016 in our hospital were collected. The endpoint was the first failure after definitive chemoradiotherapy. With using elastic net regression and 5-fold nested cross-validation, the optimal model with better generalization ability was selected. Based on the selected model and corresponding features, a nomogram prediction model was built. This model was also validated by ROC curves, calibration curve and decision curve analysis (DCA). Results With a median follow-up of 28 months, 100 patients experienced failure. There were 46 and 54 patients who experience local failure and distant failure, respectively. Predictive model including 9 factors (smoking, pathology, location, EGFR mutation, age, tumor diameter, clinical N stage, consolidation chemotherapy and radiation dose) was finally built with the best performance. The average area under the ROC curve (AUC) with 5-fold nested cross-validation was 0.719, which was better than any factors alone. The calibration curve revealed a satisfactory consistency between the predicted distant failure rates and the actual observations. DCA showed most of the threshold probabilities in this model were with good net benefits. Conclusion Clinicopathological factors could collaboratively predict failure patterns in patients with LA-NSCLC who are receiving definitive chemoradiotherapy. A nomogram was built and validated based on these factors, showing a potential predictive value in clinical practice.
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Affiliation(s)
- Xueru Zhu
- Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Runping Hou
- Department of Biomedical Engineering, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Xiaoyang Li
- Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Chang Jiang
- Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Wuyan Xia
- Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China
| | - Xiaolong Fu
- Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China.
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