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Zheng Z, Wang J, Tan W, Zhang Y, Li J, Song R, Xing L, Sun X. 18F-FDG PET/CT radiomics predicts brain metastasis in I-IIIA resected Non-Small cell lung cancer. Eur J Radiol 2023; 165:110933. [PMID: 37406583 DOI: 10.1016/j.ejrad.2023.110933] [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: 01/19/2023] [Revised: 05/22/2023] [Accepted: 06/15/2023] [Indexed: 07/07/2023]
Abstract
OBJECTIVE To establish 18F-FDG PET/CT radiomics model for predicting brain metastasis in non-small cell lung cancer (NSCLC) patients. METHODS This research comprised 203 NSCLC patients who had received surgical therapy at two institutions. To identify independent predictive factors of brain metastasis, metabolic indicators, CT features, and clinical features were investigated. A prediction model was established by incorporating radiomics signature and clinicopathological risk variables. The suggested model's performance was assessed from the perspective of discrimination, calibration, and clinical application. RESULTS The C-indices of the PET/CT radiomics model in the training, internal validation, and external validation cohorts were 0.911, 0.825 and 0.800, respectively. According to the multivariate analysis, neuron-specific enolase (NSE) and air bronchogram were independent risk factors for brain metastasis (BM). Furthermore, the combined model integrating radiomics and clinicopathological characteristics related to brain metastasis performed better in terms of prediction, with C-indices of 0.927, 0.861, and 0.860 in the training, internal validation, and external validation cohorts, respectively. The decision curve analysis (DCA) suggested that the PET/CT nomogram was clinically beneficial. CONCLUSIONS A predictive algorithm based on PET/CT imaging information and clinicopathological features may accurately predict the probability of brain metastasis in NSCLC patients following surgery. This presented doctors with a unique technique for screening NSCLC patients at high risk of brain metastasis.
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Affiliation(s)
- Zhonghang Zheng
- Department of Graduate, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China; Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China
| | - Jie Wang
- Department of Graduate, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China; Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China
| | - Weiyue Tan
- Department of Graduate, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China; Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China
| | - Yi Zhang
- Department of Graduate, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China; Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China
| | - Jing Li
- Department of Graduate, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China; Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China
| | - Ruiting Song
- Department of Graduate, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China; Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China
| | - Ligang Xing
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China
| | - Xiaorong Sun
- Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan Shandong, China.
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孙 爽, 门 玉, 惠 周. [Research Progress on Risk Factors of Brain Metastasis in Non-small Cell Lung Cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2022; 25:193-200. [PMID: 35340162 PMCID: PMC8976204 DOI: 10.3779/j.issn.1009-3419.2022.101.08] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Revised: 01/16/2022] [Accepted: 01/18/2022] [Indexed: 11/05/2022]
Abstract
Brain metastasis of non-small cell lung cancer (NSCLC) is a common treatment failure mode, and the median survival time of NSCLC patients with brain metastasis is only 1 mon-2 mon. Prophylactic cranial irradiation (PCI) can delay the occurrence of brain metastasis, but the survival benefits of NSCLC patients are still controversial. It is particularly important to identify the patients who are most likely to benefit from PCI. This article reviews the high risk factors of brain metastasis in NSCLC.
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Affiliation(s)
- 爽 孙
- 100021 北京,国家癌症中心/国家肿瘤临床医学研究中心/中国医学科学院,北京协和医学院肿瘤医院放疗科Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - 玉 门
- 100021 北京,国家癌症中心/国家肿瘤临床医学研究中心/中国医学科学院,北京协和医学院肿瘤医院放疗科Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
- 100021 北京,国家癌症中心/国家肿瘤临床医学研究中心/中国医学科学院,特需医疗部Department of VIP Medical Services, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - 周光 惠
- 100021 北京,国家癌症中心/国家肿瘤临床医学研究中心/中国医学科学院,北京协和医学院肿瘤医院放疗科Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
- 100021 北京,国家癌症中心/国家肿瘤临床医学研究中心/中国医学科学院,特需医疗部Department of VIP Medical Services, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
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Arrieta O, Salas AA, Cardona AF, Díaz-García D, Lara-Mejía L, Escamilla I, García AP, Pérez EC, Raez LE, Rolfo C, Rosell R. Risk of development of brain metastases according to the IASLC/ATS/ERS lung adenocarcinoma classification in locally advanced and metastatic disease. Lung Cancer 2021; 155:183-190. [PMID: 33558063 DOI: 10.1016/j.lungcan.2021.01.023] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 11/23/2020] [Accepted: 01/23/2021] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Brain metastases (BM) are frequent among lung cancer patients, affecting prognosis and quality of life. The International Association for the Study of Lung Cancer (IASLC), American Thoracic Society (ATS) and European Respiratory Society (ERS) lung adenocarcinoma (LADC) classification (IASLC/ATS/ERS) has prognostic impact in early-stage disease; however, its role in the advanced setting is not precise. This study aims to determine the correlation between the predominant histological subtype and the risk of developing brain metastases (BM) in locally advanced and metastatic (stages IIIB-IV) LADC. METHODS A total of 710 patients with LADC were treated at our institution from January 2010 to December 2017. After excluding patients with brain metastases at diagnoses (n = 151), they were categorized according to the IASLC/ATS/ERS LADC classification to estimate the risk of developing brain metastases. A competing risk analysis was employed, considering death a competing risk event. RESULTS From 559 patients, the mean age was 59 ± 13.2 years, women (52.4 %), and clinical-stage IV (79.2 %). LADC subtypes distribution was lepidic (11.6 %), acinar (37.9 %), papillary (10.2 %), micropapillary (6.8 %), and solid (33.5 %). A total of 27.0 % of patients developed BM, 32.9 % died without brain affection, and 40.0 % did not progress. The predominantly solid subtype showed the greatest probability of all subtypes for developing BM [HR 4.0; 95 % CI (1.80-8.91), p = 0.0006], followed by micropapillary [HR1.11; 95 % CI (0.36-3.39), p = 0.85). The solid subtype, moderately differentiated tumors, age, and ECOG PS (>2) were associated with increased hazards in the multivariate analysis. CONCLUSION According to the IASLC/ATS/ERS classification, the predominantly solid pattern was significantly associated with an increased risk of developing BM in patients with locally advanced and metastatic LADC. Its prognostic value might help explore novel clinical approaches, modify monitoring for earlier detection, prevent complications, and reduce morbidity.
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Affiliation(s)
- Oscar Arrieta
- Unidad Funcional de Oncología Torácica, Instituto Nacional de Cancerología, Mexico City, 14080, Mexico.
| | - Alejandro Avilés Salas
- Unidad Funcional de Oncología Torácica, Instituto Nacional de Cancerología, Mexico City, 14080, Mexico
| | - Andrés F Cardona
- Clinical and Translational Oncology Group, Clinica del Country, Bogotá, Colombia; Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Group (G-FOX), Universidad El Bosque, Bogotá, Colombia
| | - Diego Díaz-García
- Unidad Funcional de Oncología Torácica, Instituto Nacional de Cancerología, Mexico City, 14080, Mexico
| | - Luis Lara-Mejía
- Unidad Funcional de Oncología Torácica, Instituto Nacional de Cancerología, Mexico City, 14080, Mexico
| | - Ixel Escamilla
- Unidad Funcional de Oncología Torácica, Instituto Nacional de Cancerología, Mexico City, 14080, Mexico
| | - Ariana Pereira García
- Unidad Funcional de Oncología Torácica, Instituto Nacional de Cancerología, Mexico City, 14080, Mexico
| | - Enrique Caballé Pérez
- Unidad Funcional de Oncología Torácica, Instituto Nacional de Cancerología, Mexico City, 14080, Mexico
| | - Luis E Raez
- Thoracic Oncology Program Memorial Cancer Institute, Memorial Healthcare System/Florida International University, Miami, FL, United States
| | - Christian Rolfo
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Rafael Rosell
- Catalan Institute of Oncology, Germans Trials i Pujol Research Institute and Hospital Campus Can Ruti, Barcelona, Spain
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Sun F, Chen Y, Chen X, Sun X, Xing L. CT-based radiomics for predicting brain metastases as the first failure in patients with curatively resected locally advanced non-small cell lung cancer. Eur J Radiol 2020; 134:109411. [PMID: 33246270 DOI: 10.1016/j.ejrad.2020.109411] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 10/02/2020] [Accepted: 11/08/2020] [Indexed: 12/24/2022]
Abstract
PURPOSE Brain metastasis (BM) is the primary first failure pattern in patients with curatively resected locally advanced non-small cell lung cancer (LA-NSCLC). It is not yet possible to accurately predict the occurrence of BM. The purpose of the research is to develop and validate a prediction model of BM-free survival based on radiomics characterising the primary lesions combined with clinical characteristics in patients with curatively resected LA-NSCLC. METHODS This study consisted of 124 patients with curatively resected stage IIB-IIIB NSCLC in our institution between January 2014 and June 2018. Patients were randomly divided into training and validation cohorts using a 4:1 ratio. Radiomics features were selected from the chest CT images before surgery. A radiomics signature was constructed using the LASSO algorithm based on the training cohort. Clinical model was developed using the Cox proportional hazards model. The clinical, radiomics, and integrated nomograms were constructed. The prediction performance of the models was assessed based on its discrimination, calibration, and clinical utility. RESULTS The radiomics signature is significantly associated with BM-free survival in the overall cohort. The discrimination performance of the integrated nomogram, with the C-indexes 0.889 (0.872-0.906, 95 % CI) and 0.853 (0.788-0.918, 95 % CI) in the training and validation cohorts, respectively, is significantly better than the clinical nomogram (p < 0.0001 for the training cohort, p = 0.0008 for the validation cohort). Compared with the radiomics nomogram, the integrated nomogram is also improved to varying degrees, but not apparent in the validation cohort (p = 0.0007 for the training cohort, p = 0.0554 for the validation cohort). The calibration curve and decision curve analysis demonstrated that the integrated nomogram exceeded the clinical or radiomics nomograms in predicting BM-free survival. CONCLUSIONS Compared with the clinical or radiomics nomograms, the predictive performance of the integrated nomogram is significantly improved. The integrated nomogram is most suitable for predicting BM-free survival in patients with curatively resected LA-NSCLC.
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Affiliation(s)
- Fenghao Sun
- School of Clinical Medicine, Weifang Medical University, Weifang, Shandong, China; Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, Shandong, China.
| | - Yicong Chen
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, Shandong, China; Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Xia Chen
- Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, Shandong, China; Department of Graduate, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Xiaorong Sun
- Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, Shandong, China; Department of Graduate, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China.
| | - Ligang Xing
- School of Clinical Medicine, Weifang Medical University, Weifang, Shandong, China; Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, Shandong, China; Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China; Department of Graduate, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China.
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Huang Z, Tong Y, Tian H, Zhao C. Establishment of a Prognostic Nomogram for Lung Adenocarcinoma with Brain Metastases. World Neurosurg 2020; 141:e700-e709. [PMID: 32531436 DOI: 10.1016/j.wneu.2020.05.273] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Revised: 05/29/2020] [Accepted: 05/30/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND The brain is one of the common metastatic sites of lung adenocarcinoma, and the prognosis associated with brain metastasis is not good. We performed a large data analyses to determine the prognostic factors of lung adenocarcinoma with brain metastases (LABM) and to develop a nomogram to predict its prognosis. METHODS We conducted a retrospective study of 2879 patients with LABM from the Surveillance, Epidemiology, and End Results database. An X-tile analysis provided the optimal age cutoff point. We used univariate and multivariate Cox regression analyses to determine the independent prognostic factors of LABM. Finally, we established and validated a nomogram to predict the prognosis of LABM. RESULTS A total of 2879 patients with brain metastases were included in this study. Multivariate Cox regression analysis showed that age, race, sex, T stage, N stage, surgery, chemotherapy, bone metastasis, liver metastasis, and marital status were independent prognostic factors. We constructed a nomogram to predict the prognosis of LABM with the RMS package. Through calibration curves, receiver operating characteristic curves, and decision curve analyses, we found that the nomogram, which predicted the prognosis of LABM, performed well internally. CONCLUSIONS The nomogram is expected to be a precise and personalized tool for predicting the prognosis of patients with LABM. This nomogram will help clinicians develop more rational and effective treatment strategies.
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Affiliation(s)
- Zhangheng Huang
- Department of Spine Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China
| | - Yuexin Tong
- Department of Spine Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China
| | - Huifei Tian
- School of Stomatology, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Chengliang Zhao
- Department of Spine Surgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China.
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Abstract
PURPOSE OF REVIEW The current article reviews the state of art of prevention strategies for brain metastases from solid tumors and touches both old pivotal studies and new directions of personalized molecular approaches. RECENT FINDINGS Prophylactic cranial irradiation (PCI) has a definite role in the prevention of relapse into the brain for patients with small cell lung cancer (SCLC) responding to chemotherapy and radiotherapy as it prolongs overall survival (OS). However, the risk of late cognitive deficit following whole brain radiotherapy (WBRT) in this patient population is still not well known. Conversely, PCI significantly reduces the incidence of brain metastases and prolongs the disease-free interval in patients with non-SCLC (NSCLC), but does not improve OS thus far. Pharmacologic prevention is a new concept driven by the efficacy of targeted agents on macrometastases from specific molecular subgroups. SUMMARY The future challenges for prevention of brain metastases are represented by the identification of subgroups of patients at higher risk of relapse into the brain coupled with either new WBRT strategies to better preserve cognition or effective molecular agents to target micrometastases.
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Affiliation(s)
- Riccardo Soffietti
- Department of Neuro-Oncology, University and City of Health and Science Hospital, Turin, Italy
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Liu L, Zhao T, Zhong Q, Cui J, Xiu X, Li G. The Role of Prophylactic Cranial Irradiation in Patients With Non-small Cell Lung Cancer: An Updated Systematic Review and Meta-Analysis. Front Oncol 2020; 10:11. [PMID: 32038987 PMCID: PMC6989473 DOI: 10.3389/fonc.2020.00011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 01/07/2020] [Indexed: 11/13/2022] Open
Abstract
Background: The purpose of this study was to reevaluate the efficacy of prophylactic cranial irradiation (PCI) in non-small cell lung cancer (NSCLC) with the most recent published data and to identify subgroups who may be more likely to gain benefit from PCI. Methods: We searched PubMed, Embase, and Cochrane databases for randomized trials comparing PCI with non-PCI in NSCLC patients. We pooled the data of randomized controlled trials and compared brain metastasis (BM) and overall survival (OS) between PCI group and non-PCI group. Results: Seven studies including 1,462 patients were eligible for the current meta-analysis. Compared to non-PCI group, PCI group achieved decreased BM (RR = 0.37, 95% CI: 0.26–0.52) but similar OS (HR = 1.01, 95% CI: 0.87–1.22). In subgroup analyses of BM, PCI decreased BM for subgroups by pathology (squamous cell carcinoma or non-squamous cell carcinoma) and local treatment modality (surgery or no surgery). However, PCI failed to reduce BM for patients with poor performance status (WHO 2–3). The incidence of PCI related toxicities was low and PCI was well-tolerated by the majority of NSCLC. Low grade neurocognitive function (NCF) decline was reported in NAVLT study and greater deterioration in immediate and delayed recall was reported in RTOG 0214. No significant difference in quality of life (QOL) after PCI was reported. Conclusion: PCI reduces the incidence of BM except for patients with poor performance status. However, PCI fails to prolong OS significantly for NSCLC. An individual patient data meta-analysis may identify patients that could achieve OS prolongation with PCI.
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Affiliation(s)
- Lipin Liu
- Department of Radiation Oncology, National Center of Gerontology, Institute of Geriatric Medicine, Beijing Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Ting Zhao
- Department of Radiation Oncology, National Center of Gerontology, Institute of Geriatric Medicine, Beijing Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Qiuzi Zhong
- Department of Radiation Oncology, National Center of Gerontology, Institute of Geriatric Medicine, Beijing Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Jian Cui
- Department of General Surgery, National Center of Gerontology, Institute of Geriatric Medicine, Beijing Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Xia Xiu
- Department of Radiation Oncology, National Center of Gerontology, Institute of Geriatric Medicine, Beijing Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Gaofeng Li
- Department of Radiation Oncology, National Center of Gerontology, Institute of Geriatric Medicine, Beijing Hospital, Chinese Academy of Medical Sciences, Beijing, China
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Sarkaria JN, Hu LS, Parney IF, Pafundi DH, Brinkmann DH, Laack NN, Giannini C, Burns TC, Kizilbash SH, Laramy JK, Swanson KR, Kaufmann TJ, Brown PD, Agar NYR, Galanis E, Buckner JC, Elmquist WF. Is the blood-brain barrier really disrupted in all glioblastomas? A critical assessment of existing clinical data. Neuro Oncol 2019; 20:184-191. [PMID: 29016900 DOI: 10.1093/neuonc/nox175] [Citation(s) in RCA: 458] [Impact Index Per Article: 76.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The blood-brain barrier (BBB) excludes the vast majority of cancer therapeutics from normal brain. However, the importance of the BBB in limiting drug delivery and efficacy is controversial in high-grade brain tumors, such as glioblastoma (GBM). The accumulation of normally brain impenetrant radiographic contrast material in essentially all GBM has popularized a belief that the BBB is uniformly disrupted in all GBM patients so that consideration of drug distribution across the BBB is not relevant in designing therapies for GBM. However, contrary to this view, overwhelming clinical evidence demonstrates that there is also a clinically significant tumor burden with an intact BBB in all GBM, and there is little doubt that drugs with poor BBB permeability do not provide therapeutically effective drug exposures to this fraction of tumor cells. This review provides an overview of the clinical literature to support a central hypothesis: that all GBM patients have tumor regions with an intact BBB, and cure for GBM will only be possible if these regions of tumor are adequately treated.
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Affiliation(s)
- Jann N Sarkaria
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | - Leland S Hu
- Mayo Clinic, Scottsdale, Arizona (L.S.H., K.R.S.)
| | - Ian F Parney
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | - Deanna H Pafundi
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | - Debra H Brinkmann
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | - Nadia N Laack
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | - Caterina Giannini
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | - Terence C Burns
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | - Sani H Kizilbash
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | - Janice K Laramy
- University of Minnesota, Minneapolis, Minnesota (J.K.L., W.F.E.)
| | | | - Timothy J Kaufmann
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | - Paul D Brown
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | | | - Evanthia Galanis
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | - Jan C Buckner
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
| | - William F Elmquist
- Mayo Clinic, Rochester, Minnesota (J.N.S., I.F.P., D.H.P., D.H.B., N.N.L., C.G., T.C.B., S.H.K., T.J.K., P.D.B., E.G., J.C.B.)
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An N, Jing W, Wang H, Li J, Liu Y, Yu J, Zhu H. Risk factors for brain metastases in patients with non-small-cell lung cancer. Cancer Med 2018; 7:6357-6364. [PMID: 30411543 PMCID: PMC6308070 DOI: 10.1002/cam4.1865] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 10/16/2018] [Accepted: 10/17/2018] [Indexed: 12/25/2022] Open
Abstract
Brain metastases (BM) are severe incidents in patients with non-small-cell lung cancer (NSCLC). The controversial value of prophylactic cranial irradiation (PCI) in NSCLC in terms of survival benefit prompted us to explore the possible risk factors for BM in NSCLC and identify the potential population most likely to benefit from PCI. Risk factors for brain metastases in NSCLC are reviewed in this article. Identifying patients with a higher risk of BM could possibly increase the benefit of PCI while reducing the discomfort and risks caused by unnecessary invasive procedures in the NSCLC patient population. Future studies might focus on finding a solid basis for the prediction of the occurrence of brain metastases and for the therapeutic decision on the use of PCI.
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Affiliation(s)
- Ning An
- Department of Radiation OncologyShandong Cancer Hospital and Institute, Shandong UniversityJinanChina
| | - Wang Jing
- Department of Radiation OncologyShandong Cancer Hospital and Institute, Shandong Academy of Medical SciencesJinanChina
| | - Haoyi Wang
- Department of HematologyQilu Hospital, Shandong UniversityJinanChina
| | - Ji Li
- Department of Radiation OncologyShandong Cancer Hospital and Institute, Shandong Academy of Medical SciencesJinanChina
| | - Yang Liu
- Department of Radiation OncologyShandong Cancer Hospital and Institute, Shandong Academy of Medical SciencesJinanChina
| | - Jinming Yu
- Department of Radiation OncologyShandong Cancer Hospital and Institute, Shandong Academy of Medical SciencesJinanChina
| | - Hui Zhu
- Department of Radiation OncologyShandong Cancer Hospital and Institute, Shandong Academy of Medical SciencesJinanChina
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Krawczyk P, Duchnowska R, Nicoś M, Kowalski D, Wojas-Krawczyk K. Preventing central nervous system metastases in non-small cell lung cancer. Expert Rev Anticancer Ther 2018; 18:1077-1083. [PMID: 30198357 DOI: 10.1080/14737140.2018.1521273] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
INTRODUCTION There are no effective central nervous system (CNS) metastases prevention methods in lung cancer patients. Prophylactic cranial irradiation has a limited effectiveness and relatively high toxicity. Systemic chemotherapy is not relevant in reducing the risk of CNS in lung cancer patients. The understanding of molecular background of brain metastases in non-small cell lung cancer (NSCLC) patients could contribute to the development of personalized treatments for such patients. Areas covered: This article summarizes the latest clinical trials concerning the use of radiotherapy, chemotherapy, molecularly targeted therapies, and immunotherapy in lung cancer patients, with particular consideration of brain lung cancer metastasis prevention. The literature search was undertaken via PubMed and EMBASE searches and relevant articles are included in this review. Expert commentary: The recent data supports that EGFR-TKIs and ALK inhibitors are clinically relevant for first-line treatment to prevent and treat CNS metastases in molecularly selected NSCLC patients. In the future, high hopes for the prevention of CNS metastases in NSCLC patients are associated with immunotherapy concerning immune check-points inhibitors.
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Affiliation(s)
- Paweł Krawczyk
- a Department of Pneumonology , Oncology and Allergology, Medical University of Lublin , Lublin , Poland
| | - Renata Duchnowska
- b Department of Oncology , Military Institute in Warsaw , Warszawa , Poland
| | - Marcin Nicoś
- a Department of Pneumonology , Oncology and Allergology, Medical University of Lublin , Lublin , Poland
| | - Dariusz Kowalski
- c Department of Lung and Chest Tumors , Oncology Centre - Institute in Warsaw , Warszawa , Poland
| | - Kamila Wojas-Krawczyk
- a Department of Pneumonology , Oncology and Allergology, Medical University of Lublin , Lublin , Poland
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Frega S, Bonanno L, Guarneri V, Conte P, Pasello G. Therapeutic perspectives for brain metastases in non-oncogene addicted non-small cell lung cancer (NSCLC): Towards a less dismal future? Crit Rev Oncol Hematol 2018; 128:19-29. [DOI: 10.1016/j.critrevonc.2018.05.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Accepted: 05/14/2018] [Indexed: 12/16/2022] Open
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12
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Witlox WJA, Ramaekers BLT, Zindler JD, Eekers DBP, van Loon JGM, Hendriks LEL, Dingemans AMC, De Ruysscher DKM. The Prevention of Brain Metastases in Non-Small Cell Lung Cancer by Prophylactic Cranial Irradiation. Front Oncol 2018; 8:241. [PMID: 30094224 PMCID: PMC6070634 DOI: 10.3389/fonc.2018.00241] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 06/18/2018] [Indexed: 11/25/2022] Open
Abstract
Background Non-small cell lung cancer (NSCLC) patients frequently develop brain metastases (BM), even though the initial imaging with brain CT or MRI was negative. Stage III patients have the highest risk to develop BM, with an incidence of approximately 30%. BM can lead to neurocognitive disorders, loss of quality of life (QoL), and they are the most important factors influencing patient’s overall survival (OS). Although a radical local treatment of BM may be possible with primary radiosurgery or after resection, the prognosis often remains poor. Preventing the development of BM through prophylactic cranial irradiation (PCI) may improve the outcome of these patients. Methods Data from published randomized trials comparing PCI with non-PCI were sought using electronic database (PubMed) searching, hand searching, and by contacting experts. Trials were included if they considered a randomized comparison of PCI and non-PCI, enrolled NSCLC patients, excluded patients with recurrent or metastatic disease, and reported results on BM occurrence. Each randomized controlled trial (RCT) was assessed for methodological quality using the Cochrane collaboration’s tool for the assessment of risk of bias. Study estimates were pooled using a fixed effects sample-weighted meta-analysis approach to calculate an overall estimate and 95% confidence interval (CI). Results on PCI-related toxicity, QoL, and OS were only reported descriptively. Results Seven RCTs were included in the meta-analysis. In total, 1,462 patients were analyzed, including 717 patients who received PCI and 745 patients who did not. The risk of developing BM was significantly decreased through PCI (13% reduction, RR 0.33; 95% CI 0.22–0.45). PCI-related toxicity and QoL data were limited. Acute toxicity mostly included fatigue, skin-related toxicity, and nausea or vomiting. Late toxicities such as headache, dyspnea, lethargy, and low grade cognitive impairments were also reported in some of the included RCTs. Results on OS were inconclusive. Conclusion The risk of developing BM was reduced in patients who received PCI compared to patients who did not. To implement PCI as the standard treatment for patients with NSCLC, the impact of PCI-related toxicity on QoL should be further investigated, as well as long-term OS. A future individual patient data meta-analysis could produce definitive answers to this clinical question.
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Affiliation(s)
- Willem J A Witlox
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre, Maastricht, Netherlands
| | - Bram L T Ramaekers
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre, Maastricht, Netherlands
| | - Jaap D Zindler
- Department of Radiation Oncology (Maastro Clinic), Maastricht University Medical Centre, GROW School of Oncology and Developmental Biology, Maastricht, Netherlands
| | - Daniëlle B P Eekers
- Department of Radiation Oncology (Maastro Clinic), Maastricht University Medical Centre, GROW School of Oncology and Developmental Biology, Maastricht, Netherlands
| | - Judith G M van Loon
- Department of Radiation Oncology (Maastro Clinic), Maastricht University Medical Centre, GROW School of Oncology and Developmental Biology, Maastricht, Netherlands
| | - Lizza E L Hendriks
- Department of Pulmonology, Maastricht University Medical Centre, GROW School of Oncology and Developmental Biology, Maastricht, Netherlands
| | - Anne-Marie C Dingemans
- Department of Pulmonology, Maastricht University Medical Centre, GROW School of Oncology and Developmental Biology, Maastricht, Netherlands
| | - Dirk K M De Ruysscher
- Department of Radiation Oncology (Maastro Clinic), Maastricht University Medical Centre, GROW School of Oncology and Developmental Biology, Maastricht, Netherlands.,Radiation Oncology, KU Leuven, Leuven, Belgium
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13
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Wang Y, Xu J, Han B, Luo Q, Zhao H, Lv C, Wang J, Liu J, Fu X. The role of prophylactic cranial irradiation in surgically resected combined small cell lung cancer: a retrospective study. J Thorac Dis 2018; 10:3418-3427. [PMID: 30069337 DOI: 10.21037/jtd.2018.06.05] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Background Combined small cell lung cancer (C-SCLC) is defined as small cell lung cancer (SCLC) combined with any of non-small cell lung cancer (NSCLC) histological types, such as large cell carcinoma, squamous cell carcinoma, or adenocarcinoma. Since C-SCLC is an increasingly recognized subtype of small cell carcinoma, we conducted a retrospective study in our institution to explore the value of prophylactic cranial irradiation (PCI) in patients with C-SCLC treated by surgery. Methods Between 2005 and 2014, the records of all consecutive patients with pathologically diagnosed C-SCLC after surgery in our institution were reviewed. Overall survival (OS), disease-free survival (DFS), and brain metastasis free survival (BMFS) were estimated by Kaplan-Meier method. Survival differences were evaluated by log-rank test, while multivariate analysis was performed by a Cox proportional hazards model. Results Of the total 91 patients included in this analysis, 11 patients (12.1%) were in PCI group and 80 (87.9%) in non-PCI group. The 5-year cumulative incidence of brain metastasis in the whole group was 22.2% (26.3% in non-PCI group vs. 0% in PCI group), and 5-year OS rate was 44.1%. Patients treated with PCI had significantly longer OS (P=0.011) and DFS (P=0.013), also had the trend to live a longer BMFS with marginal significance (P=0.092) than non-PCI-treated patients. The multivariate analysis showed that PCI [hazard ratio (HR) =0.102, P=0.024] was one of independent prognostic factors of the OS in surgery-treated C-SCLC patients. Conclusions C-SCLC patients have a relative high risk of developing brain metastases based on our study. These data showed that PCI could improve OS and DFS, as well as tend to decrease brain metastases in surgically resected C-SCLC. However, whether PCI could be part of comprehensive treatment modalities in C-SCLC should be assessed in prospective studies.
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Affiliation(s)
- Yiting Wang
- Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Jianlin Xu
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Baohui Han
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Qingquan Luo
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Heng Zhao
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Changxing Lv
- Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Jiaming Wang
- Department of Radiation Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Jun Liu
- 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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Al Feghali KA, Ballout RA, Khamis AM, Akl EA, Geara FB. Prophylactic Cranial Irradiation in Patients With Non-Small-Cell Lung Cancer: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Front Oncol 2018; 8:115. [PMID: 29732317 PMCID: PMC5919944 DOI: 10.3389/fonc.2018.00115] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Accepted: 03/29/2018] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND We systematically reviewed the literature for trials addressing the efficacy of prophylactic cranial irradiation (PCI) in patients with non-small-cell lung cancer (NSCLC) treated with a curative intent. METHODS Randomized controlled trials (RCT) comparing PCI to no PCI in patients with NSCLC treated with a curative intent were eligible for inclusion. We searched EMBASE, MEDLINE, PubMed, and CENTRAL between 1946 and July 2016. We also received continual search alerts from PubMed through September 2017. Search terms included "non-small-cell lung carcinoma," "cranial irradiation," and "randomized controlled trials." We conducted meta-analyses using random-effects models for relative measures of treatment effect for the incidence of brain metastasis, overall survival (OS), and disease-free survival (DFS). We used Parmar's methodology to derive hazard ratios (HR) when not explicitly stated in RCTs. We narratively synthesized data for the impact of PCI on quality of life (QoL) and neurocognitive function (NCF). We assessed the quality of evidence using the Grading of Recommendations, Assessment, Development, and Evaluation methodology. RESULTS Out of 3,548 citations captured by the search strategy, we retained 8 papers and 1 abstract, reporting on 6 eligible trials. Patients who received PCI had a significant reduction in the risk of developing brain metastases as compared with patients who did not [relative risk (RR) = 0.37; 95% confidence interval (CI): 0.26-0.52; moderate quality evidence]. However, there was no OS benefit (HR = 1.08, 95% CI: 0.90-1.31; moderate quality evidence). Sensitivity analysis excluding older studies did not show substantively different findings. DFS was reported in the two most recent trials that included only stage III patients. There was significant improvement in DFS with PCI (HR = 0.67; 95% CI: 0.46-0.98; high quality evidence). Two studies that reported on QoL reported no statistically significant differences. There was no significant difference in NCF decline in the only study that reported on this outcome, except in immediate and delayed recall, as assessed by the Hopkins Verbal Learning Test. CONCLUSION There is moderate quality evidence that the use of PCI in patients with NSCLC decreases the risk of brain metastases, but does not provide an OS benefit. However, data limited to stage III patients suggests that PCI improves DFS, with no effect on QoL.
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Affiliation(s)
- Karine A. Al Feghali
- Department of Radiation Oncology, American University of Beirut Medical Center, Beirut, Lebanon
| | - Rami A. Ballout
- Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Assem M. Khamis
- Department of Diagnostic Radiology, American University of Beirut Medical Center, Beirut, Lebanon
| | - Elie A. Akl
- Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Fady B. Geara
- Department of Radiation Oncology, American University of Beirut Medical Center, Beirut, Lebanon
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15
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Péchoux CL, Sun A, Slotman BJ, De Ruysscher D, Belderbos J, Gore EM. Prophylactic cranial irradiation for patients with lung cancer. Lancet Oncol 2017; 17:e277-e293. [PMID: 27396646 DOI: 10.1016/s1470-2045(16)30065-1] [Citation(s) in RCA: 79] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Revised: 03/20/2016] [Accepted: 04/05/2016] [Indexed: 01/20/2023]
Abstract
The incidence of brain metastases in patients with lung cancer has increased as a result of improved local and systemic control and better diagnosis from advances in brain imaging. Because brain metastases are responsible for life-threatening symptoms and serious impairment of quality of life, resulting in shortened survival, prophylactic cranial irradiation has been proposed in both small-cell lung cancer (SCLC) and non-small-cell lung cancer (NSCLC) to try to improve incidence of brain metastasis, survival, and eventually quality of life. Findings from randomised controlled trials and a meta-analysis have shown that prophylactic cranial irradiation not only reduces the incidence of brain metastases in patients with SCLC and with non-metastatic NSCLC, but also improves overall survival in patients with SCLC who respond to first-line treatment. Although prophylactic cranial irradiation is potentially associated with neurocognitive decline, this risk needs to be balanced against the potential benefit in terms of brain metastases incidence and survival. Several strategies to reduce neurotoxicity are being investigated.
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Affiliation(s)
- Cécile Le Péchoux
- Department of Radiation Oncology, Gustave Roussy University Hospital, Villejuif, France.
| | - Alexander Sun
- Department of Radiation Oncology, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Ben J Slotman
- Department of Radiation Oncology, VU University Medical Center, Amsterdam, Netherlands
| | - Dirk De Ruysscher
- Department of Radiation Oncology (Maastro Clinic), GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, Netherlands; Department of Oncology, Experimental Radiation Oncology, KU Leuven, Leuven, Belgium
| | - José Belderbos
- Department of Radiation Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Elizabeth M Gore
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, USA
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16
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Song SG, Yu HY, Ma YW, Zhang F, Xu XY. Inhibition on Numb/Notch signal pathway enhances radiosensitivity of lung cancer cell line H358. Tumour Biol 2016; 37:13705-13719. [PMID: 27476167 DOI: 10.1007/s13277-016-5134-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Accepted: 07/06/2016] [Indexed: 12/11/2022] Open
Abstract
The objective of the study is to investigate the effects of the Numb/Notch signal pathway on the radiosensitivity of lung cancer cell line H358. MTT assay and colony forming assay were used to detect the effects of different doses of X-rays and MW167 on the in vitro proliferation of the lung cancer cell line H358. Flow cytometry was applied to evaluate the effects of X rays on the apoptosis of H358. Scratch assay and Transwell invasion assay were used to examine the effects of X-rays on the migration and invasion abilities of H358. The mRNA and protein expressions in the signal pathway were detected by real-time PCR and western blot. Assays in vitro confirmed the effects of the Numb/Notch pathway inhibitor on the radiosensitivity to lung cancer. MW167 enhanced the inhibiting effects of X-ray on the proliferation of H358 cell line. After the addition of MW167, the apoptosis rates significantly increased, but the invasion and migration abilities decreased significantly. Meanwhile, MW167 could dose-dependently promote the increase of expression of Numb, which is the upstream gene of the Numb/Notch signaling pathway, but inhibit the expression of and HES1. In vivo experiments revealed that cell proliferation was suppressed in the radiation, pathway inhibitor, and pathway inhibitor + radiation groups, and the pathway inhibitor + radiation group exhibited more active anti-tumor ability when compared with the blank group (all P < 0.05); Numb expression was up-regulated, but Notch1 and HES1 expressions were down-regulated in those three groups, and also, the pathway inhibitor + radiation group exhibited more significant alternation when compared with the blank group (all P < 0.05); cell apoptosis was promoted in those three groups, and the pathway inhibitor + radiation group showed more active apoptosis when compared with the blank group (all P < 0.05). Repression of the Numb/Notch pathway enhances the effects of radiotherapy on the radiosensitivity of the lung cancer cell line H358, and thus the Numb/Notch pathway may be a new target of radiotherapy for lung cancer.
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MESH Headings
- Animals
- Apoptosis/radiation effects
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Blotting, Western
- Carcinoma, Non-Small-Cell Lung/metabolism
- Carcinoma, Non-Small-Cell Lung/pathology
- Carcinoma, Non-Small-Cell Lung/radiotherapy
- Cell Movement/radiation effects
- Cell Proliferation/radiation effects
- Gene Expression Regulation, Neoplastic/radiation effects
- Humans
- Lung Neoplasms/metabolism
- Lung Neoplasms/pathology
- Lung Neoplasms/radiotherapy
- Membrane Proteins/antagonists & inhibitors
- Membrane Proteins/genetics
- Membrane Proteins/metabolism
- Mice
- Mice, Inbred BALB C
- Mice, Nude
- Nerve Tissue Proteins/antagonists & inhibitors
- Nerve Tissue Proteins/genetics
- Nerve Tissue Proteins/metabolism
- Radiation Tolerance
- Radiation, Ionizing
- Real-Time Polymerase Chain Reaction
- Receptors, Notch/antagonists & inhibitors
- Receptors, Notch/genetics
- Receptors, Notch/metabolism
- Signal Transduction/radiation effects
- Tumor Cells, Cultured
- Xenograft Model Antitumor Assays
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Affiliation(s)
- Shi-Gang Song
- Department of Radiation Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Hong-Yang Yu
- Department of Radiation Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Yan-Wei Ma
- Department of Radiation Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Feng Zhang
- Department of Radiation Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Xiang-Ying Xu
- Department of Radiation Oncology, The Third Affiliated School of Medicine, Harbin Medical University, No. 150 Haping Road, Nangang District, Harbin, 150001, China.
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Bhatt VR, D'Souza SP, Smith LM, Cushman-Vokoun AM, Noronha V, Verma V, Joshi A, Chougule A, Jambhekar N, Kessinger A, Marr A, Patil V, Banavali SD, Ganti AK, Prabhash K. Epidermal Growth Factor Receptor Mutational Status and Brain Metastases in Non-Small-Cell Lung Cancer. J Glob Oncol 2016; 3:208-217. [PMID: 28717762 PMCID: PMC5493216 DOI: 10.1200/jgo.2016.003392] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Introduction Epidermal growth factor receptor (EGFR) mutations in non–small-cell lung cancers (NSCLC) may be more common in patients with brain metastases. Previous studies, however, did not adjust for effects of confounding variables. Methods This retrospective study included 1,522 consecutive patients with NSCLC, whose tumors were diagnosed and tested for EGFR mutations at the University of Nebraska Medical Center (Omaha, NE) and Tata Memorial Hospital (Mumbai, India). Multivariate logistic regression was used to identify any association between EGFR status and clinical factors. Results EGFR mutations were more common in females than males (38.7% v 24.8%), Asians than whites (31.3% v 13.4%), nonsmokers than smokers (40.2% v 14.6%), alcohol nonconsumers than users (32.4% v 15.8%), adenocarcinoma than other histology types (32.7% v 10.3%), and patients with brain metastases than extracranial or no metastases (39.4% v 29.8% v 15.1%; P < .001 for all comparisons). There was a higher likelihood of an EGFR mutation among patients with brain metastases (odds ratio, 1.8; P < .001). The median overall survival (OS) was 19.8 months. Patients with brain metastases had a shorter median OS (15 v 20.6 months; P = .02). However, in the cohort of EGFR mutation–positive patients, there was no difference in median OS between patients with and without brain metastases (20.8 v 25.1 months; P = .11). Conclusion There is a nearly two-fold higher incidence of EGFR mutations in NSCLC among patients with brain metastases at diagnosis. EGFR mutations did not predict for outcomes from brain metastases.
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Affiliation(s)
- Vijaya Raj Bhatt
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Sanyo P D'Souza
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Lynette M Smith
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Allison M Cushman-Vokoun
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Vanita Noronha
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Vivek Verma
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Amit Joshi
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Anuradha Chougule
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Nirmala Jambhekar
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Anne Kessinger
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Alissa Marr
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Vijay Patil
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Sripad D Banavali
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Apar Kishor Ganti
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
| | - Kumar Prabhash
- , , , , , , and , University of Nebraska Medical Center; , Veteran's Affairs Nebraska-Western Iowa Health Care System, Omaha, NE; and , , , , , , , and , Tata Memorial Hospital, Mumbai, India
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18
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Zhang F, Zheng W, Ying L, Wu J, Wu S, Ma S, Su D. A Nomogram to Predict Brain Metastases of Resected Non-Small Cell Lung Cancer Patients. Ann Surg Oncol 2016; 23:3033-9. [PMID: 27090794 DOI: 10.1245/s10434-016-5206-3] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Indexed: 11/18/2022]
Abstract
PURPOSE Brain metastasis is a major cause leading to the failure of treatment management for non-small cell lung cancer (NSCLC) patients. The goal of this study was to establish an effective nomogram for prediction of brain metastases of resected NSCLC patients. METHODS We retrospectively investigated 637 operable NSCLC patients who received treatment at Zhejiang Cancer Hospital, China. A Cox proportional hazards regression model was performed to identify significant risk factors, and a nomogram was developed for predicting 3- and 5-year brain metastases rates. RESULTS Multivariate analysis identified four independent risk factors: neuron-specific enolase, histological type, number of metastatic lymph nodes, and tumor grade, and a nomogram was developed based on these factors. The effectiveness of the nomogram was validated using an internal bootstrap resampling approach, showing that the nomogram exhibited a sufficient level of discrimination according to the C-index (0.74, 95 % confidence interval 0.67-0.82). CONCLUSIONS The nomogram developed in this study demonstrated its discrimination capability for predicting 3- and 5-year occurrence of brain metastases, and can be used to identify high-risk patients.
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Affiliation(s)
- Fanrong Zhang
- Cancer Research Institute, Zhejiang Cancer Hospital and Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology of Zhejiang Province, Hangzhou, China
| | - Weihui Zheng
- Cancer Research Institute, Zhejiang Cancer Hospital and Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology of Zhejiang Province, Hangzhou, China
| | - Lisha Ying
- Cancer Research Institute, Zhejiang Cancer Hospital and Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology of Zhejiang Province, Hangzhou, China
| | - Junzhou Wu
- Cancer Research Institute, Zhejiang Cancer Hospital and Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology of Zhejiang Province, Hangzhou, China
| | - Shaoyuan Wu
- School of Life Sciences, Jiangsu Normal University, Xuzhou, China
| | - Shenglin Ma
- Nanjing Medical University Affiliated Hangzhou Hospital (Hangzhou First People's Hospital), Hangzhou, China.
| | - Dan Su
- Cancer Research Institute, Zhejiang Cancer Hospital and Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology of Zhejiang Province, Hangzhou, China.
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Tong KM, Laskin J, Ho C. Maintenance chemotherapy in advanced NSCLC: a population-based assessment of eligibility. Lung Cancer 2015; 87:296-302. [PMID: 25601487 DOI: 10.1016/j.lungcan.2014.12.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Revised: 12/21/2014] [Accepted: 12/28/2014] [Indexed: 11/15/2022]
Abstract
BACKGROUND Maintenance chemotherapy has been incorporated into treatment paradigms for advanced NSCLC. Eligibility criteria include stable disease/partial response and PS 0-1 after a first line platinum doublet. In practice, maintenance can be difficult to deliver due to patient factors and preferences. We propose to examine the proportion of patients eligible for maintenance and factors associated with the delivery of subsequent lines of chemotherapy. METHODS The BC Cancer Agency provides care to a population of 4.5 million. A retrospective review was conducted of all referred Stage IIIB/IV patients in 2009 who received first line systemic therapy. Baseline characteristics, PS and response after first line and subsequent systemic therapy details were recorded. Patients were deemed potentially maintenance eligible or not based on clinical trial criteria; however maintenance therapy was not delivered to these patients as it was not yet available. RESULTS 330 patients were identified; 98 were potentially maintenance eligible. The reason for maintenance ineligibility in n = 232; no upfront doublet (n = 41), PS ≥ 2 (n = 38), progressive disease (PD) (n = 53), PS ≥ 2 and PD (n = 62), PS ≥ 2 and unknown response (n = 35), PD and unknown PS (n = 3). Further chemotherapy (2nd line or beyond) was administered in maintenance eligible 68% vs ineligible 56%. Reasons for no further chemotherapy were predominantly decline in PS and brain metastasis. Median OS: 7 m for 1st line only versus 16.8m for ≥ 2 nd line (p < 0.001). CONCLUSIONS In our population based study, 30% of advanced NSCLC patients were eligible to receive maintenance chemotherapy based on the clinical trial criteria. Despite a good initial PS and disease control only 68% of maintenance eligible patients received subsequent therapy. A clear survival benefit was seen with ≥ 2 nd line treatment. Maintenance therapy or initiation of early second line therapy should be considered for advanced NSCLC patients to improve survival outcomes.
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Affiliation(s)
- King Mong Tong
- Department of Medical Oncology, BC Cancer Agency, Vancouver, BC, Canada.
| | - Janessa Laskin
- Department of Medical Oncology, BC Cancer Agency, Vancouver, BC, Canada.
| | - Cheryl Ho
- Department of Medical Oncology, BC Cancer Agency, Vancouver, BC, Canada.
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