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Hou D, Zheng X, Song W, Liu X, Wang S, Zhou L, Tao X, Lv L, Sun Q, Jin Y, Zhang Z, Ding L, Wu N, Zhao S. Radiomic-signature changes after early treatment improve the prediction of progression-free survival in patients with advanced anaplastic lymphoma kinase-positive non-small cell lung cancer. Acta Radiol 2023; 64:1194-1204. [PMID: 35971221 DOI: 10.1177/02841851221119621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND The prognosis of lung cancer varies widely, even in cases wherein the tumor stage, genetic mutation, and treatment regimens are the same. Thus, an effective means for risk stratification of patients with lung cancer is needed. PURPOSE To develop and validate a combined model for predicting progression-free survival and risk stratification in patients with advanced anaplastic lymphoma kinase (ALK)-positive non-small cell lung cancer (NSCLC) treated with ensartinib. MATERIAL AND METHODS We analyzed 203 tumor lesions in 114 patients and evaluated average radiomic feature measures from all lesions at baseline and changes in these features after early treatment (Δradiomic features). Combined models were developed by integrating clinical with radiomic features. The prediction performance and clinical value of the proposed models were evaluated using receiver operating characteristic analysis, calibration curve, decision curve analysis (DCA), and Kaplan-Meier survival analysis. RESULTS Both the baseline and delta combined models achieved predictive efficacy with a high area under the curve. The calibration curve and DCA indicated the high accuracy and clinical usefulness of the combined models for tumor progression prediction. In the Kaplan-Meier analysis, the delta and baseline combined models, Δradiomic signature, and two selected clinical features could distinguish patients with a higher progression risk within 42 weeks. The delta combined model had the best performance. CONCLUSION The combination of clinical and radiomic features provided a prognostic value for survival and progression in patients with NSCLC receiving ensartinib. Radiomic-signature changes after early treatment could be more valuable than those at baseline alone.
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Affiliation(s)
- Donghui Hou
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, PR China
| | - Xiaomin Zheng
- Department of Endocrinology, Chui Yang Liu Hospital affiliated to Tsinghua University, Beijing, PR China
| | - Wei Song
- Department of Radiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, PR China
| | - Xiaoqing Liu
- Department of Pulmonary Oncology, the Fifth Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Sicong Wang
- Life Sciences, GE Healthcare, Beijing, PR China
| | - Lina Zhou
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, PR China
| | - Xiuli Tao
- PET-CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, PR China
| | - Lv Lv
- PET-CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, PR China
| | - Qi Sun
- Department of Radiology, Harbin Medical University Cancer Hospital, Harbin, PR China
| | - Yujing Jin
- PET-CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, PR China
| | - Zewei Zhang
- PET-CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, PR China
| | - Lieming Ding
- 576287Betta Pharmaceuticals Co., Ltd, Hangzhou, PR China
| | - Ning Wu
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, PR China
- PET-CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, PR China
| | - Shijun Zhao
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, PR China
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Prognosis of different extrathoracic metastasis patterns in patients with M1c lung adenocarcinoma receiving immunotherapy. J Cancer Res Clin Oncol 2022:10.1007/s00432-022-04182-z. [PMID: 35882652 DOI: 10.1007/s00432-022-04182-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 06/28/2022] [Indexed: 10/16/2022]
Abstract
INTRODUCTION Lung cancer with extrathoracic metastases is classified as M1c. However, extrathoracic metastases can be further classified into different patterns. The purpose of this study was to analyze the survival differences between different patterns of extrathoracic metastases in patients with stage M1c lung adenocarcinoma after receiving immunotherapy. MATERIALS AND METHODS This study included 160 stage M1c lung adenocarcinoma patients and treated with immunotherapy. The enrolled patients were divided into two groups: those with multiple extrathoracic metastases alone (EM group) and those with simultaneous multiple extrathoracic and intrathoracic metastases (EIM group). Progression-free survival (PFS) and overall survival (OS) were evaluated. RESULTS The median PFS and OS in the whole group were 7.7 months and 25.4 months, respectively. The patients in the EM group show better PFS (13.0 months vs. 5.0 months; hazard ratio [HR] = 0.462, 95% confidence interval [CI] 0.317-0.673, P < 0.0001) and OS (35.0 months vs. 18.9 months; HR 0.592, 95% CI 0.380-0.922, P = 0.019) compared with the EIM group. Furthermore, in patients with lung adenocarcinoma with simultaneous extrathoracic and intrathoracic metastases who received immunotherapy, immunotherapy combined with chemotherapy has better PFS and OS than immunotherapy alone. There was no difference between immunotherapy alone or combined with chemotherapy in patients with lung adenocarcinoma with extrathoracic metastasis alone. CONCLUSION The different patterns of extrathoracic metastasis were related to the efficacy and prognosis of immunotherapy in M1c cohort. In addition, patients with simultaneous extrathoracic and intrathoracic metastases were more recommended to choose immunotherapy in combination with chemotherapy rather than immunotherapy alone.
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Hou D, Zheng X, Song W, Liu X, Wang S, Zhou L, Tao X, Lv L, Sun Q, Jin Y, Zhang Z, Ding L, Wu N, Zhao S. Association of anaplastic lymphoma kinase variants and alterations with ensartinib response duration in non-small cell lung cancer. Thorac Cancer 2021; 12:2388-2399. [PMID: 34288491 PMCID: PMC8410530 DOI: 10.1111/1759-7714.14083] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 06/27/2021] [Accepted: 06/29/2021] [Indexed: 01/18/2023] Open
Abstract
Background Here, we aimed to assess the association of ALK variants and alterations with ensartinib response duration in NSCLC, and explore the potential value of computed tomography (CT) radiomic features in predicting progression‐free survival (PFS). Methods We enrolled 88 patients with identified ALK variant NSCLC in a multicenter phase 2 trial, and assessed the impact of ALK variants and secondary ALK alterations on the clinical outcome (response duration) of patients receiving ensartinib. We also established a multifactorial model of clinicopathological and quantitative CT radiomic features to predict PFS and risk stratification. Kaplan–Meier analysis was conducted to identify risk factors for tumor progression. Results Univariate analysis indicated a statistical difference (p = 0.035) in PFS among ALK variants in three classifications (V1, V3, and other variants). Secondary ALK alterations were adversely associated with PFS both in univariate (p = 0.008) and multivariate (p = 0.04) analyses and could identify patients at high risk for early progression in the Kaplan–Meier analysis (p = 0.002). Additionally, response duration to crizotinib <1 year and liver metastasis were adversely associated with PFS. The combined model, composed of clinicopathological signature and CT radiomic signature, showed good prediction ability with the area under the receiver operating characteristic curve being 0.85, and 0.89 in the training and validation dataset respectively. Conclusions Our study showed that secondary ALK alterations were adversely associated with ensartinib efficacy, and that ALK variants might not correlate with PFS. The quantitative radiomic signature provided added prognostic prediction value to the clinicopathological features.
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Affiliation(s)
- Donghui Hou
- Department of Diagnostic RadiologyNational Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Xiaomin Zheng
- Department of EndocrinologyChui Yang Liu Hospital affiliated to Tsinghua UniversityBeijingChina
| | - Wei Song
- Department of RadiologyPeking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical CollegeBeijingChina
| | - Xiaoqing Liu
- Department of Pulmonary OncologyThe Fifth Medical Centre, Chinese PLA General HospitalBeijingChina
| | | | - Lina Zhou
- Department of Diagnostic RadiologyNational Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Xiuli Tao
- PET‐CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Lv Lv
- PET‐CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Qi Sun
- Department of RadiologyHarbin Medical University Cancer HospitalHarbinChina
| | - Yujing Jin
- PET‐CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Zewei Zhang
- PET‐CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | | | - Ning Wu
- Department of Diagnostic RadiologyNational Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- PET‐CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Shijun Zhao
- Department of Diagnostic RadiologyNational Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
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Fan L, Yang H, Han K, Zhao Y, Gao W, Schmid RA, Yao F, Zhao H. Surgical Resection of Primary Tumors Provides Survival Benefits for Lung Cancer Patients With Unexpected Pleural Dissemination. Front Surg 2021; 8:679565. [PMID: 34250008 PMCID: PMC8260680 DOI: 10.3389/fsurg.2021.679565] [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: 03/12/2021] [Accepted: 05/28/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Surgery is not generally recommended for non-small cell lung cancer (NSCLC) patients with malignant pleural dissemination (PD). However, in some cases, PD is found unexpectedly during surgery. There is no consensus on whether surgical intervention can provide survival benefit for them. We investigated the role of surgery in NSCLC patients with unexpected PD by a cohort study. Methods: Clinical data of consecutive patients who intended to undergo radical surgery for NSCLC between January 2010 and December 2015 at Shanghai Chest Hospital and Huadong Hospital were collected from a lung cancer database. Patients diagnosed with unexpected malignant pleural nodules intraoperatively were enrolled in this retrospective study. Results: A total of 181 NSCLC patients were diagnosed with unexpected malignant PD intraoperatively and confirmed with postoperatively histological examinations. Out of these, 80 (44.2%) patients received pleural nodule biopsies alone, and 101 (55.8%) received primary tumor resection (47 with sublobar resection and 54 with lobectomy). The median progression-free survival and overall survival for all patients were 13 and 41 months respectively. Patients in the resection group had significantly better progression-free survival (19.0 vs. 10.0 months, P < 0.0001) and overall survival (48.0 vs. 33.0 months, P < 0.0001) than patients in the biopsy group. In the resection group, there was no statistical difference between patients with sublobar resection and lobectomy (P = 0.34). Univariate and multivariate analyses identified primary tumor resection, targeted adjuvant therapy, and tumor size (≤ 3 cm) as independent prognostic factors. Conclusions: NSCLC patients with unexpected intraoperative PD potentially benefited from surgical resection of the primary tumor and multidisciplinary targeted therapy, particularly when tumor size did not exceed 3 cm. Our data demonstrated that the resection type was not associated with survival differences, which remains to be defined with a larger sample size.
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Affiliation(s)
- Liwen Fan
- Department of Thoracic Surgery, Huadong Hospital Affiliated to FuDan University, Shanghai, China.,Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Haitang Yang
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Ke Han
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Yang Zhao
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Wen Gao
- Department of Thoracic Surgery, Huadong Hospital Affiliated to FuDan University, Shanghai, China
| | - Ralph A Schmid
- Department of General Thoracic Surgery, Department of BioMedical Research, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Feng Yao
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Heng Zhao
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
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Ji X, Xie H, Zhu R, Chen B, Jiang S, Luo J. Different clinical features between patients with ROS1-positive and ALK-positive advanced non-small cell lung cancer. J Int Med Res 2021; 49:300060521993643. [PMID: 33583243 PMCID: PMC7890737 DOI: 10.1177/0300060521993643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Objective To compare the baseline clinical characteristics between patients with ROS1-positive and ALK-positive advanced non-small cell lung cancer (NSCLC), and the correlations of these subtypes with the distribution of metastases. Methods We compared the clinical characteristics and imaging features of patients with ROS1-positive and ALK-positive NSCLC using statistical methods. Results Data for 232 patients were analyzed. Compared with ALK-positive NSCLC, ROS1-positive NSCLC was more likely to occur in women (71% vs 53%), and primary lesions ≤3 cm were more common in patients with ROS1-positive compared with ALK-positive NSCLC (58% vs 37%). There was no significant difference in the distribution of metastases between the two groups. Subgroup analysis within the ROS1-positive group showed that, compared with primary lesions >3 cm, primary lesions ≤3 cm were more likely to present as peripheral tumors (72% vs 43%) and more likely to exhibit non-solid density (44% vs 4%). Conclusions Although ROS1-positive and ALK-positive NSCLCs show similar clinical features, the differences may help clinicians to identify patients requiring further genotyping at initial diagnosis.
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Affiliation(s)
- Xianxiu Ji
- Department of Oncology, Tongji University Affiliated Shanghai Pulmonary Hospital, Shanghai, China
| | - Huikang Xie
- Department of Pathology, Tongji University Affiliated Shanghai Pulmonary Hospital, Shanghai, China
| | - Ren Zhu
- Department of Medical administration, Tongji University Affiliated Shanghai Pulmonary Hospital, Shanghai, China
| | - Bin Chen
- Department of Oncology, Tongji University Affiliated Shanghai Pulmonary Hospital, Shanghai, China
| | - Sen Jiang
- Department of Radiology, Tongji University Affiliated Shanghai Pulmonary Hospital, Shanghai, China
| | - Jie Luo
- Department of Oncology, Tongji University Affiliated Shanghai Pulmonary Hospital, Shanghai, China
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da Silva LM, da Silva GT, Bergmann A, Costa GJ, Zamboni MM, Santos Thuler LC. Impact of different patterns of metastasis in non-small-cell lung cancer patients. Future Oncol 2021; 17:775-782. [PMID: 33508966 DOI: 10.2217/fon-2020-0587] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Aim: The aim of this study was to evaluate the frequency and median time for the development of metastases and prognosis by metastatic site after the diagnosis of non-small-cell lung cancer (NSCLC). Patients & methods: This cohort study was conducted with 1096 patients diagnosed with NSCLC between 2006 and 2014. Results: The most prevalent site of NSCLC metastases was the respiratory system. The nervous and adrenal systems presented the longest median time for the development of metastases. The 6-month survival varied from 68.2% for liver to 79.9% for the nervous system. Bone metastases were associated with a higher risk of death. Conclusion: The respiratory system was the most prevalent site of metastases. OS and risk of death varied according to the metastatic site.
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Affiliation(s)
- Larissy Machado da Silva
- Brazilian National Cancer Institute & Federal University of The State of Rio de Janeiro, Rio de Janeiro, 22290-240, Brazil
| | | | - Anke Bergmann
- Brazilian National Cancer Institute, Rio de Janeiro, 20231-092, Brazil
| | - Guilherme Jorge Costa
- Instituto de Medicina Integral Prof. Fernando Figueira & Hospital de Câncer de Pernambuco, Recife, Pernambuco, 41825-906, Brazil
| | | | - Luiz Claudio Santos Thuler
- Brazilian National Cancer Institute & Federal University of The State of Rio de Janeiro, Rio de Janeiro, 22290-240, Brazil
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7
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Wang X, Wang Z, Pan J, Lu ZY, Xu D, Zhang HJ, Wang SH, Huang DY, Chen XF. Patterns of Extrathoracic Metastases in Different Histological Types of Lung Cancer. Front Oncol 2020; 10:715. [PMID: 32509574 PMCID: PMC7248315 DOI: 10.3389/fonc.2020.00715] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Accepted: 04/16/2020] [Indexed: 12/25/2022] Open
Abstract
Lung cancer is the leading cause of cancer-related deaths mainly attributable to metastasis, especially extrathoracic metastasis. This large-cohort research is aimed to explore metastatic profiles in different histological types of lung cancer, as well as to assess clinicopathological and survival significance of diverse metastatic lesions. Lung cancer cases were extracted and enrolled from the Surveillance, Epidemiology, and End Results (SEER) database. χ2-tests were conducted to make comparisons of metastatic distribution among different histological types and odds ratios were calculated to analyze co-occurrence relationships between different metastatic lesions. Kaplan–Meier methods were performed to analyze survival outcomes according to different metastatic sites and Cox regression models were conducted to identify independent prognostic factors. In total, we included 159,241 lung cancer cases with detailed metastatic status and complete follow-up information. In order to understand their metastatic patterns, we elucidated the following points in this research: (1) Comparing the frequencies of different metastatic lesions in different histological types. The frequency of bone metastasis was highest in adenocarcinoma, squamous cell carcinoma, LCLC and NSCLC/NOS, while liver was the most common metastatic site in SCLC. (2) Elaborating the tendency of combined metastases. Bi-site metastases occurred more common than tri-site and tetra-site metastases. And several metastatic sites, such as bone and liver, intended to co-metastasize preferentially. (3) Clarifying the prognostic significance of single-site and bi-site metastases. All single-site metastases were independent prognostic factors and co-metastases ended up with even worse survival outcomes. Thus, our findings would be beneficial for research design and clinical practice.
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Affiliation(s)
- Xuan Wang
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Zheng Wang
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Junjie Pan
- Department of General Surgery, Huashan Hospital, Cancer Metastasis Institute, Fudan University, Shanghai, China
| | - Zhou-Yi Lu
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Dong Xu
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Hui-Jun Zhang
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Shao-Hua Wang
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Da-Yu Huang
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiao-Feng Chen
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
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8
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Wang Y, Pang Z, Chen X, Bie F, Wang Y, Wang G, Liu Q, Du J. Survival nomogram for patients with initially diagnosed metastatic non-small-cell lung cancer: a SEER-based study. Future Oncol 2019; 15:3395-3409. [PMID: 31512954 DOI: 10.2217/fon-2019-0007] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Aim: Prognosis of patients with metastatic non-small-cell lung cancer differ widely. Methods: All patients were randomly divided into training or validation cohort. Cox-regression analyses were conducted to select independent predictors. We built a nomogram by R code and evaluated the accuracy and the reliability of the model using C-index, calibration curves and decision curve analyses. We made a risk classification system based on the nomogram. Results: In the validation cohort, C-index was 0.729 and 0.738 for 1- and 2-year overall survival. Calibration plots and decision curve analyses presented great prognostic accuracy and clinical applicability. Its prognostic accuracy preceded the American Joint Committee on Cancer staging with evaluated integrated discrimination improvement. Conclusion: The model can be a practical tool in treatment decision and individual counseling.
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Affiliation(s)
- Yu Wang
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, PR China
| | - Zhaofei Pang
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, PR China
| | - Xiaowei Chen
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, PR China
| | - Fenglong Bie
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, PR China
| | - Yadong Wang
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, PR China
| | - Guanghui Wang
- Department of Thoracic Surgery, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, PR China
| | - Qi Liu
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, PR China
| | - Jiajun Du
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, PR China.,Department of Thoracic Surgery, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, PR China
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Yang M, Ren Y, She Y, Xie D, Sun X, Shi J, Zhao G, Chen C. Imaging phenotype using radiomics to predict dry pleural dissemination in non-small cell lung cancer. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:259. [PMID: 31355226 DOI: 10.21037/atm.2019.05.20] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Background Dry pleural dissemination (DPD) in non-small cell lung cancer (NSCLC) is defined as having solid pleural metastases without malignant pleural effusion. We aim to identify DPD by applying radiomics, a novel approach to decode the tumor phenotype. Methods Preoperative chest computed tomographic images and basic clinical feature were retrospectively evaluated in patients with surgically resected NSCLC between January 1, 2015 and December 31, 2016. Propensity score was applied to match the DPD and non-DPD groups. One thousand and eighty radiomics features were quantitatively extracted by the 3D slicer software and "pyradiomics" package. Least absolute shrinkage and selection operator (LASSO) binary model was applied for feature selection and developing the radiomics signature. The discrimination was evaluated using area under the curve (AUC) and Youden index. Results Sixty-four DPD patients and paired 192 non-DPD patients were enrolled. Using the LASSO model, this study developed a radiomics signature including 10 radiomic features. The mean ± standard deviation values of the radiomics signature with DPD status (-2.129±1.444) was significantly higher compared to those with non-DPD disease (0.071±0.829, P<0.001). The ten-feature based signature showed good discrimination between DPD and non-DPD, with an AUC of 0.93 (95% confidence-interval, 0.891-0.958) respectively. The sensitivity and specificity of the radiomics signature was 85.94% and 85.94%, with the optimal cut-off value of -0.696 and Youden index of 0.71. Conclusions The signature based on radiomics features can provide potential predictive value to identify DPD in patients with NSCLC.
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Affiliation(s)
- Minglei Yang
- Department of Cardiothoracic Surgery, Ningbo No. 2 Hospital, Ningbo 315012, China
| | - Yijiu Ren
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai 200443, China
| | - Yunlang She
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai 200443, China
| | - Dong Xie
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai 200443, China
| | - Xiwen Sun
- Department of Radiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai 200443, China
| | - Jingyun Shi
- Department of Radiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai 200443, China
| | - Guofang Zhao
- Department of Cardiothoracic Surgery, Ningbo No. 2 Hospital, Ningbo 315012, China
| | - Chang Chen
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai 200443, China
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Hu F, Zhang B, Li C, Xu J, Wang H, Gu P, Zheng X, Nie W, Shen Y, Zhang H, Hu P, Zhang X. Prognosis of EGFR-mutant advanced lung adenocarcinoma patients with different intrathoracic metastatic patterns. J Cancer 2019; 10:1254-1262. [PMID: 30854135 PMCID: PMC6400688 DOI: 10.7150/jca.28601] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Accepted: 01/05/2019] [Indexed: 12/25/2022] Open
Abstract
Introduction: Lung cancer diagnosed solely with the presence of intrathoracic metastases is classified as M1a. However, intrathoracic metastases can be further divided into different patterns. The objective of our study was to analyze the differences in survival between the different metastatic patterns of intrathoracic metastases in lung adenocarcinoma patients who have epidermal growth factor receptor (EGFR) mutations. Materials and Methods: Patients who were diagnosed only with intrathoracic metastasis between March 2011 and October 2016 and had EGFR-mutations were selected for this study. Prognosis was determined based on metastatic patterns by univariate and multivariate analysis. Results: A total of 137 patients (60 patients who only had pleural metastasis [Group A], 44 patients who only had contralateral lung metastasis [Group B] and 33 patients who had both pleural and contralateral lung metastasis with or without pericardial effusion [Group C]) were selected for this in the study. The median OS (overall survival) time was 38.1 (95%confidence interval [CI]: 27.8-48.4), 35.7(95%CI: 23.4-48.0), and 29.7(95%CI: 22.8-36.6) months for Group A, Group B, and Group C, respectively (p=0.037). Multivariate analysis demonstrated that Group A and Group B had higher OS compared to Group C (hazard ratio [HR]=0.524, 95%CI: 0.307-0.894, p=0.018; HR=0.473, 95%CI: 0.241-0.931, p=0.030, respectively) among lung adenocarcinoma patients with EGFR mutations. With regard to patients with pleural or contralateral metastasis only, OS benefit (p=0.579) was not significant between the two groups. Subgroup analysis demonstrated that OS benefit in Group A was significant in patients with N0-1 disease and 21L858R mutations but not in EGFR exon 19 deletions, N2-3 stage or T3-4 stage patients. Conclusion: The prognosis of EGFR-mutant lung adenocarcinoma patients diagnosed only with intrathoracic metastasis was different, indicating that M1a staging should be refined.
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Affiliation(s)
- Fang Hu
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Bo Zhang
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Changhui Li
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Jianlin Xu
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Huimin Wang
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Ping Gu
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Xiaoxuan Zheng
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Wei Nie
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Yinchen Shen
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Hai Zhang
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Ping Hu
- Internal Medicine, Shangyu People's Hospital, Shangyu, Zhejiang Province 312300, PR China
| | - Xueyan Zhang
- Department of Pulmonary, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai 200030, PR China
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11
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Gao G, Deng L. [Association between EGFR, ALK and KRAS Gene Status and Synchronous Distant
Organ Metastasis in Non-small Cell Lung Cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2018; 21:536-542. [PMID: 30037374 PMCID: PMC6058661 DOI: 10.3779/j.issn.1009-3419.2018.07.06] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
肺癌是我国恶性肿瘤的首位死亡疾病,据统计大约57%的肺癌患者就诊时已经出现了远处转移,临床预后较差。抗肺癌转移是当前治疗晚期转移性肺癌的新方向和思路。既往研究表明肿瘤的生物学改变在一定程度上能够影响肿瘤的转移行为和侵袭扩散模式,而目前的基础及临床研究尚未阐明导致肺癌相关信号转导途径中发生特异性器官转移的分子机制,有关驱动基因突变与器官转移之间相关性的研究也较为罕见。本篇综述旨在对近几年有关非小细胞肺癌表皮生长因子受体(epidermal growth factor receptor, EGFR)、间变性淋巴瘤激酶(anaplastic lymphoma kinase, ALK)、Kristen鼠肉瘤病毒原癌基因同源体(V-Ki-ras2 Kirsten rat sarcoma viral oncogene homologue, KRAS)驱动基因表达的特点以及与转移器官分布之间相关性的文献进行小结。
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Affiliation(s)
- Ge Gao
- Department of Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, Chinaa
| | - LiLi Deng
- Department of Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, Chinaa
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12
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Yang J, Zhang Y, Sun X, Gusdon AM, Song N, Chen L, Jiang G, Huang Y. The prognostic value of multiorgan metastases in patients with non-small cell lung cancer and its variants: a SEER-based study. J Cancer Res Clin Oncol 2018; 144:1835-1842. [PMID: 30003315 DOI: 10.1007/s00432-018-2702-9] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2017] [Accepted: 07/04/2018] [Indexed: 12/29/2022]
Abstract
PURPOSE This study aimed to investigate the prognostic value of different organs metastases in patients with non-small cell lung cancer (NSCLC) and its most common subtypes. METHODS We identified 45,423 NSCLC cases (25,129 men and 20,294 women) between 2010 and 2013 with distant metastases, with complete clinical information obtained from the surveillance, epidemiology, and end results (SEER) database. RESULTS Bone and liver were the most and the least common metastatic sites with rates of 37.1 and 16.8%, respectively. The mortality rates associated with bone, brain, liver, lung metastases, and multiorgan metastases (MOM) were 73.2, 72.7, 78.3, 65.4, and 77.5%, respectively. Kaplan-Meier analyses demonstrated that patients with MOM and liver metastasis had the worst survival. Compared with NSCLC cases with other organ metastasis, but without the four organs metastasis, hazard ratios (HRs) for lung, bone, brain, and liver metastases, and MOM were 0.906 (95% CI 0.866-0.947), 1.276 (95% CI 1.225-1.330), 1.318 (95% CI 1.260-1.379), 1.481 (95% CI 1.388-1.580), and 1.647 (95% CI 1.587-1.709), respectively. Similar results were obtained for adenocarcinoma (AD) cases. CONCLUSIONS The mortality risk is highest with MOM and liver metastasis followed by bone, brain, other organ, and lung metastases in NSCLC and AD which is the most common variant for NSCLC. These results will be helpful for pre-treatment evaluation regarding the prognosis of NSCLC patients.
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Affiliation(s)
- Jie Yang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai, 200433, China
| | - Yuan Zhang
- Department of Respiratory Medicine, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xiaoting Sun
- Department of Health Services Research & Administration, University of Nebraska Medical Center, Omaha, NE, USA
| | - Aaron M Gusdon
- Division of Neurocritical Care, Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nan Song
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai, 200433, China
| | - Linsong Chen
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai, 200433, China
| | - Gening Jiang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai, 200433, China.
| | - Yueye Huang
- Department of Endocrinology and Metabolism, The Center of Thyroid Diseases, The Shanghai Tenth People's Hospital, Tongji University School of Medicine, 301 Middle Yanchang Road, Shanghai, 200072, China.
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13
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Kim SY, Myung JK, Kim HR, Na II, Koh JS, Baek HJ, Kim CH. Factors that Predict Clinical Benefit of EGFR TKI Therapy in Patients with EGFR Wild-Type Lung Adenocarcinoma. Tuberc Respir Dis (Seoul) 2018; 82:62-70. [PMID: 29926551 PMCID: PMC6304331 DOI: 10.4046/trd.2018.0004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Revised: 02/19/2018] [Accepted: 03/24/2018] [Indexed: 01/10/2023] Open
Abstract
Background Epidermal growth factor receptor (EGFR) mutations in non-small cell lung cancers have emerged as key predictive biomarkers in EGFR tyrosine kinase inhibitor (TKI) treatment. However, a few patients with wild-type EGFR also respond to EGFR TKIs. This study investigated the factors predicting successful EGFR TKI treatment in lung adenocarcinoma patients with wild-type EGFR. Methods We examined 66 patients diagnosed with lung adenocarcinoma carrying wide-type EGFR who were treated with EGFR TKIs. The EGFR gene copy number was assessed by silver in situ hybridization (SISH). We evaluated the clinical factors and EGFR gene copy numbers that are associated with a favorable clinical response to EGFR TKIs. Results The objective response rate was 12.1%, while the disease control rate was 40.9%. EGFR SISH analysis was feasible in 23 cases. Twelve patients tested EGFR SISH-positive, and 11 were EGFR SISH-negative, with no significant difference in tumor response and survival between EGFR SISH-positive and -negative patients. The overall median progression-free survival (PFS) and overall survival (OS) of 66 patients were 2.1 months and 9.7 months, respectively. Female sex and Eastern Cooperative Oncology Group (ECOG) performance status (PS) of 0–1 were independent predictors of PFS. ECOG PS 0–1 and a low tumor burden of extrathoracic metastasis were independent predictors of good OS. Conclusion Factors such as good PS, female sex, and low tumor burden may predict favorable outcomes following EGFR TKI therapy in patients with EGFR wild-type lung adenocarcinoma. However, EGFR gene copy number was not predictive of survival.
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Affiliation(s)
- Seo Yun Kim
- Division of Pulmonology, Department of Internal Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Jae Kyung Myung
- Department of Pathology, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Hye Ryoun Kim
- Division of Pulmonology, Department of Internal Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Im Il Na
- Division of Hematology/Oncology, Department of Internal Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Jae Soo Koh
- Department of Pathology, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Hee Jong Baek
- Department of Thoracic Surgery, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Cheol Hyeon Kim
- Division of Pulmonology, Department of Internal Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Korea.
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14
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Chassagnon G, Bennani S, Freche G, Magdeleinat P, Mansuet-Lupo A, Revel MP. CT-guided percutaneous core biopsy for assessment of morphologically normal adrenal glands showing high FDG uptake in patients with lung cancer. Br J Radiol 2018; 91:20180090. [PMID: 29906237 DOI: 10.1259/bjr.20180090] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE: Increased fludeoxyglucose (FDG) uptake in morphologically normal adrenal glands on positron emission tomography-CT (PET-CT) is a diagnostic challenge with major implications on treatment. The purpose of this retrospective study was to report our experience of CT-guided percutaneous core biopsy of morphologically normal adrenal glands showing increased FDG uptake in a context of lung cancer. METHODS: Biopsies for non-enlarged adrenal glands showing increased FDG uptake in lung cancer patients performed at our institution from December 2014 to December 2016 were retrospectively analyzed. Six biopsies were performed in five patients during the study period. All procedures were performed with the patients in the prone position, using a posterior approach and coaxial 17-gauge needles with 18-gauge automated cutting needles. Patient characteristics, procedural details and final pathological diagnosis were analyzed, as well as the duration of hospitalization. RESULTS: Five of the six biopsies (83.3%) confirmed adrenal metastasis from the primary lung cancer. No complications were reported and the patients were discharged the day after the procedure. CONCLUSION: The high confirmation rate of metastasis and lack of complications support performing CT-guided percutaneous biopsy of non-enlarged adrenal glands showing increased FDG uptake, for optimal management in lung cancer patients. ADVANCES IN KNOWLEDGE: Morphologically normal adrenal glands showing high FDG uptake in patients with lung cancer are metastasis. This manuscript shows that CT-guided percutaneous biopsy should be proposed. Increased FDG uptake in morphologically normal adrenal glands may indicate metastasis.
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Affiliation(s)
- Guillaume Chassagnon
- 1 Radiology Department, Groupe Hospitalier Cochin Broca Hôtel-Dieu - Université Paris Descartes , Paris , France
| | - Souhail Bennani
- 1 Radiology Department, Groupe Hospitalier Cochin Broca Hôtel-Dieu - Université Paris Descartes , Paris , France
| | - Gaël Freche
- 1 Radiology Department, Groupe Hospitalier Cochin Broca Hôtel-Dieu - Université Paris Descartes , Paris , France
| | - Pierre Magdeleinat
- 2 Department of Thoracic Surgery, Groupe Hospitalier Cochin Broca Hôtel-Dieu - Université Paris Descartes , Paris , France
| | - Audrey Mansuet-Lupo
- 3 Department of Pathology, Groupe Hospitalier Cochin Broca Hôtel-Dieu - Université Paris Descartes , Paris , France
| | - Marie-Pierre Revel
- 1 Radiology Department, Groupe Hospitalier Cochin Broca Hôtel-Dieu - Université Paris Descartes , Paris , France
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15
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Albergotti WG, Abberbock S, Mathews F, Ferris RL, Johnson JT, Duvvuri U, Kim S. Oligometastatic status as predictor of survival in metastatic human papillomavirus-positive oropharyngeal carcinoma. Head Neck 2018; 40:1685-1690. [PMID: 29756301 DOI: 10.1002/hed.25171] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 10/30/2017] [Accepted: 02/05/2018] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Oligometastasis is a good prognostic indicator when compared to widely metastatic disease in malignancies of other organ systems. We hypothesized that oligometastasis in human papillomavirus (HPV)-positive oropharyngeal squamous cell carcinoma (SCC) would be associated with better overall survival. METHODS This is a retrospective review of all HPV-positive oropharyngeal SCC treated at one center with at least 1-year of follow-up. Patients were stratified into 2 cohorts: oligometastasis (1-2 metastases, confined to 1 organ system) or polymetastasis (>2 metastases or multiple organ involvement) with cohorts compared for time to distant metastasis and overall survival after metastasis. RESULTS Thirty-eight of 506 patients (7.5%) developed metachronous distant metastasis; 12 developed oligometastasis and 26 developed polymetastasis. Median overall survival after oligometastasis was significantly longer than polymetastasis at 45 months (95% confidence interval [CI] 19 months - not reached) and 10 months (95% CI 5-24 months; P = .00028). CONCLUSION Oligometastasis in metastatic HPV-positive oropharyngeal SCC portends a better prognosis than polymetastasis.
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Affiliation(s)
- William G Albergotti
- Department of Otolaryngology - Head and Neck Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Shira Abberbock
- Biostatistics Facility, University of Pittsburgh Cancer Institute, Pittsburgh, Pennsylvania
| | - Fasil Mathews
- School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Robert L Ferris
- Department of Otolaryngology - Head and Neck Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Jonas T Johnson
- Department of Otolaryngology - Head and Neck Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Umamaheswar Duvvuri
- Department of Otolaryngology - Head and Neck Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.,Veterans Affairs Pittsburgh Health System, Pittsburgh, Pennsylvania
| | - Seungwon Kim
- Department of Otolaryngology - Head and Neck Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
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16
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Ren Y, Dai C, Zheng H, Zhou F, She Y, Jiang G, Fei K, Yang P, Xie D, Chen C. Prognostic effect of liver metastasis in lung cancer patients with distant metastasis. Oncotarget 2018; 7:53245-53253. [PMID: 27449299 PMCID: PMC5288182 DOI: 10.18632/oncotarget.10644] [Citation(s) in RCA: 116] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 07/09/2016] [Indexed: 02/06/2023] Open
Abstract
Because the need of clinical prognostic evaluation by specific metastatic organ, we aim to analyze the prognostic factors in lung cancer patients with M1b disease with Surveillance Epidemiology and End-Results database (SEER). This retrospective study evaluated lung cancer patients of adenocarcinoma (AD), squamous cell carcinoma (SQCC), and small cell lung cancer (SCLC) selected from SEER. We provided the prognostic correlates of overall survival (OS) and lung cancer-specific survival (LCSS) in this population. 23,679 eligible patients were included. Bone was the most common metastatic site in AD (63.1%) and SQCC (61.1%), while liver was the most prevalent site (61.9%) in SCLC. Single site metastasis was significantly associated with better outcome compared to multiple sites metastases in all patients. Among patients with single site metastasis, OS and LCSS were longer for AD and SCLC if involving brain or bone, with median survival time of 5 to 7 months, comparing to 3 months if invloving liver (all p-values < 0.001). Similarly, among patients with multiple metastases, better outcomes were observed in AD patients (4 vs 3 months; OS and LCSS, p < 0.001) and SCLC patients (6 vs 4 months; OS, p = 0.017; LCSS, p = 0.023) without liver metastasis compared to those with liver metastasis. In conclusion, we estimated multiple survival outcomes by histology of primary tumor and sites of metastasis. Liver metastasis is found to be the worst prognostic factor for AD and SCLC patients with distant metastasis. More in-depth research is warranted to identify patients who are prone to develop distance metastasis, especially to liver.
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Affiliation(s)
- Yijiu Ren
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, People's Republic of China
| | - Chenyang Dai
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, People's Republic of China
| | - Hui Zheng
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, People's Republic of China
| | - Fangyu Zhou
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, People's Republic of China
| | - Yunlang She
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, People's Republic of China
| | - Gening Jiang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, People's Republic of China
| | - Ke Fei
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, People's Republic of China
| | - Ping Yang
- Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Dong Xie
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, People's Republic of China
| | - Chang Chen
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, People's Republic of China
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17
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Forti Parri SN, Bonfanti B, Cancellieri A, De Biase D, Trisolini R, Zoboli S, Bertolaccini L, Solli P, Tallini G. Molecular analysis driven video-assisted thoracic surgery resections in bilateral synchronous lung cancers: from the test tube to the operatory room. ANNALS OF TRANSLATIONAL MEDICINE 2017; 5:397. [PMID: 29152497 PMCID: PMC5673775 DOI: 10.21037/atm.2017.07.41] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2017] [Accepted: 07/21/2017] [Indexed: 02/05/2023]
Abstract
Synchronous cancers are not such rare clinical conditions. Nevertheless, even after the 8th edition of the TNM classification of the lung cancer, the surgical approach for patients presenting with synchronous bilateral lung cancer is still under debate. The resection of both lesions in the case of synchronous bilateral lung cancer is reasonable, but, on the other hand, is the lobectomy the correct choice in the event of the single primary with a contralateral metastatic lesion? In this case report, we describe how the molecular analysis and the detection of the EGFR, KRAS and TP53 mutations in both tumours have determined in a patient the two tumours as primary and both the right surgical approach. We also discuss how molecular analysis found differences in all the three genes examined in the two lesions and allowed to exclude the clonal nature of the two tumours. In conclusion, genetic studies help to offer a more radical surgical treatment to this patient.
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Affiliation(s)
| | - Barbara Bonfanti
- Thoracic Surgery Unit, AUSL Bologna, Maggiore-Bellaria Hospital, Bologna, Italy
| | | | - Dario De Biase
- Department of Pharmacy and Biotechnology (FaBiT), Molecular Diagnostic Unit, AUSL Bologna, University of Bologna, Bologna, Italy
| | - Rocco Trisolini
- Interventional Pulmonology Unit, Policlinico Sant’Orsola-Malpighi, Bologna, Italy
| | - Stefania Zoboli
- Nuclear Medicine Unit, AUSL Bologna, Maggiore Hospital, Bologna, Italy
| | - Luca Bertolaccini
- Department of Thoracic Surgery, AUSL Romagna Teaching Hospitals, Ravenna, Italy
| | - Piergiorgio Solli
- Thoracic Surgery Unit, AUSL Bologna, Maggiore-Bellaria Hospital, Bologna, Italy
| | - Giovanni Tallini
- Department of Medicine, Molecular Diagnostic Unit, AUSL Bologna, University of Bologna, School of Medicine, Bologna, Italy
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18
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Dias M, Antunes A, Campainha S, Conde S, Barroso A. Prognostic impact of M descriptors of the 8th edition of TNM classification of lung cancer. J Thorac Dis 2017; 9:685-691. [PMID: 28449476 DOI: 10.21037/jtd.2017.03.106] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND The 8th edition of the tumor, node and metastasis (TNM) classification of lung cancer will be enacted in January 2017. The aim of this study was to analyze the survival differences among the three new categories of metastatic disease: intrathoracic metastasis (M1a), single extrathoracic metastasis (M1b) and multiple extrathoracic metastases (M1c) in our cohort of patients with non-small cell lung cancer (NSCLC). METHODS This is a retrospective single-center study including NSCLC patients with metastatic disease at diagnosis. Patients were divided into three groups (M1a, M1b, M1c). Overall survival (OS) within and between these subgroups was calculated using the Kaplan-Meier method. RESULTS A total of 288 patients were included (112 M1a, 28 M1b and 148 M1c). Median OS of M1c was significantly worse than M1a or M1b tumors (P<0.001). No significant differences were found among the M1a descriptors (pleural/pericardial nodules/effusion, bilateral tumor nodules or both descriptors) (P=0.722) and between M1a and M1b tumors (P=0.517). OS of patients with one metastasis in a single organ was not significantly different from OS of patients with two metastases in a single organ (P=0.180). Among M1c tumors, OS was significantly better in patients with multiple metastases in a single organ than in patients with multiple metastases in multiple organs (P=0.001). CONCLUSIONS Our results support the proposal to keep the M1a category unchanged in the 8th edition as well as the proposed restructuring of the M1b in the new M1b and M1c categories. However, our results raise questions about the definition of oligometastatic disease and, consequently, the criteria of M1b and M1c category.
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Affiliation(s)
- Margarida Dias
- Pulmonology Department, Gaia/Espinho Hospital Center, Vila Nova de Gaia, Portugal
| | - Ana Antunes
- Pulmonology Department, Gaia/Espinho Hospital Center, Vila Nova de Gaia, Portugal
| | - Sérgio Campainha
- Pulmonology Department, Gaia/Espinho Hospital Center, Vila Nova de Gaia, Portugal
| | - Sara Conde
- Pulmonology Department, Gaia/Espinho Hospital Center, Vila Nova de Gaia, Portugal
| | - Ana Barroso
- Pulmonology Department, Gaia/Espinho Hospital Center, Vila Nova de Gaia, Portugal
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19
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Li H, Cao J, Zhang X, Song X, Wang W, Jia S, Li Z, Jia H, Cao X, Zhou W, Lian J, Han S, Yang W, Xi Y, Lian S, Jing H. Correlation between status of epidermal growth factor receptor mutation and distant metastases of lung adenocarcinoma upon initial diagnosis based on 1063 patients in China. Clin Exp Metastasis 2016; 34:63-71. [PMID: 27888377 DOI: 10.1007/s10585-016-9822-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Accepted: 09/23/2016] [Indexed: 01/02/2023]
Abstract
The study aimed to explore the correlations between status of epidermal growth factor receptor (EGFR) mutations and distant metastases. A total of 1063 patients with lung adenocarcinoma indentified with status of EGFR mutations from August 2010 to May 2015 at Shanxi Cancer Hospital were enrolled. 456 patients were confirmed with EGFR mutations. The associations among EGFR mutations, clinical factors, and distant metastases at initial diagnosis were evaluated. Patients harboring EGFR mutation were more likely to be female (P < 0.001), with no smoking history (P < 0.001), brain metastases (P = 0.029), and higher ECOG performance scores (P = 0.025). The correlation between EGFR mutation status and distant metastases showed statistical significance both in univariate (P = 0.022) and in multivariate analysis (OR 1.573, 95 % CI 1.202-2.059, P = 0.001) especially in brain metastases (OR 1.675, 95 % CI 1.132-2.479, P = 0.010) and lung metastases (OR 1.571, 59 % CI 1.101-2.243 P = 0.013). Furthermore, the 19del mutations showed associations with brain metastases (OR 1.586, 95 % CI 1.028-2.447, P = 0.037), and lung metastases (OR 1.587, 95 % CI 1.065-2.346, P = 0.023). The exon 21 point mutations showed statistically significant differences in liver metastases (OR 1.987, 95 % CI 1.094-3.067, P = 0.024). In conclusion, the EGFR mutations in lung adenocarcinoma patients were independently correlated with distant metastases. Subgroup analyses showed that patients harboring 19del mutations presented different distant metastases compared with those harboring 21 point mutaions.
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Affiliation(s)
- Hongwei Li
- Department of Radiation Oncology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China.
- Department of Radiotherapy, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China.
| | - Jianzhong Cao
- Department of Radiation Oncology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Xiaqin Zhang
- Department of Radiation Oncology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Xing Song
- Department of Radiation Oncology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Weili Wang
- Department of Radiation Oncology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Sufang Jia
- Department of Radiation Oncology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Zhengran Li
- Department of Radiation Oncology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Haixia Jia
- Department of Radiation Oncology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Xing Cao
- Department of Radiation Oncology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Wei Zhou
- Department of Radiation Oncology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Jianhong Lian
- Department of Surgery, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Songye Han
- Department of Chemotherapy, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Weihua Yang
- Department of Chemotherapy, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Yanfen Xi
- Department of Pathology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Shenming Lian
- Department of Radiation Oncology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China
| | - Haoxing Jing
- Department of Pathology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China.
- Department of Medical Imageology, Shanxi Provincial Cancer Hospital, Shanxi Medical University, Taiyuan, 030013, Shanxi, People's Republic of China.
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20
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Yamaguchi M, Edagawa M, Suzuki Y, Toyozawa R, Hirai F, Nosaki K, Seto T, Takenoyama M, Ichinose Y. Pulmonary Resection for Synchronous M1b-cStage IV Non-Small Cell Lung Cancer Patients. Ann Thorac Surg 2016; 103:1594-1599. [PMID: 27863731 DOI: 10.1016/j.athoracsur.2016.08.098] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Revised: 08/12/2016] [Accepted: 08/22/2016] [Indexed: 10/20/2022]
Abstract
BACKGROUND We wanted to assess the efficacy of curative intent pulmonary resection for non-small cell lung cancer (NSCLC) patients with synchronous M1b-distant metastases in a single organ or lesion. METHODS Between 1995 and 2015, 23 consecutive synchronous M1b-cStage IV NSCLC patients who underwent any treatment for metastases and curative intent pulmonary resection were retrospectively analyzed. RESULTS Sixteen patients were men and 7 were women, with a median age of 56 years (range: 41 to 76 years). There were 17 adenocarcinoma, 4 large-cell carcinoma, 1 large-cell neuroendocrine cancer, and 1 carcinosarcoma. Thirteen patients had no lymph node metastasis. Fourteen patients received preoperative chemotherapy, and 10 received postoperative chemotherapy. The metastatic sites were the brain in 13 patients; bone in 3 patients; adrenal glands and extrathoracic lymph nodes in 2 patients each; and the liver, small intestine, and subcutaneous tissue in 1 patient each. Nineteen patients underwent lobectomy, and the other 4 patients underwent pneumonectomy. Seventeen patients experienced recurrence as follows: local recurrence in 3 patients, distant recurrence in 13 patients, and both in 1 patient. The 5-year progression-free survival rates in the 23 patients was14.5% (95% confidence interval: 0% to 30.6%), and the 5-year overall survival rate was 41.7% (95% confidence interval: 19.6% to 63.8%). CONCLUSIONS Some M1b-cStage IV NSCLC patients achieved longer survival than others with the same stage disease by using local treatment for distant metastases and curative intent pulmonary resection. Oligometastatic patients might have been inadvertently included in the present cohort. However, at present, the optimum method for patient selection remains unclear.
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Affiliation(s)
- Masafumi Yamaguchi
- Department of Thoracic Oncology, National Kyushu Cancer Center, Fukuoka, Japan.
| | - Makoto Edagawa
- Department of Thoracic Oncology, National Kyushu Cancer Center, Fukuoka, Japan
| | - Yuzo Suzuki
- Department of Thoracic Oncology, National Kyushu Cancer Center, Fukuoka, Japan
| | - Ryo Toyozawa
- Department of Thoracic Oncology, National Kyushu Cancer Center, Fukuoka, Japan
| | - Fumihiko Hirai
- Department of Thoracic Oncology, National Kyushu Cancer Center, Fukuoka, Japan
| | - Kaname Nosaki
- Department of Thoracic Oncology, National Kyushu Cancer Center, Fukuoka, Japan
| | - Takashi Seto
- Department of Thoracic Oncology, National Kyushu Cancer Center, Fukuoka, Japan
| | | | - Yukito Ichinose
- Department of Thoracic Oncology, National Kyushu Cancer Center, Fukuoka, Japan
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Shen L, Li W, Wang S, Xie G, Zeng Q, Chen C, Shi F, Zhang Y, Wu M, Shu W, Pan C, Xia Y, Wu P. Image-based Multilevel Subdivision of M1 Category in TNM Staging System for Metastatic Nasopharyngeal Carcinoma. Radiology 2016; 280:805-14. [DOI: 10.1148/radiol.2016151344] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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22
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Surgical approach is superior to palliative treatment in oligometastatic lung cancer. Eur Surg 2016. [DOI: 10.1007/s10353-016-0437-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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23
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Park S, Kim HJ, Choi CM, Lee DH, Kim SW, Lee JS, Kim WS, Choi SH, Rho JK, Lee JC. Predictive factors for a long-term response duration in non-squamous cell lung cancer patients treated with pemetrexed. BMC Cancer 2016; 16:417. [PMID: 27388008 PMCID: PMC4936194 DOI: 10.1186/s12885-016-2457-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Accepted: 06/24/2016] [Indexed: 12/19/2022] Open
Abstract
Background Pemetrexed is widely used for the treatment of advanced non-squamous non-small-cell lung cancer (NSCLC). However, factors that can predict the benefits of pemetrexed therapy have not yet been defined. Methods We compared the clinical and molecule pathological characteristics of good and poor responders among a cohort of 1,848 non-squamous NSCLC patients who had received at least two cycles of pemetrexed therapy between November 2006 and February 2015. Among these cases, 92 good responders who were the top 5 % in terms of progression-free survival (PFS) and 222 poor responders who had progressive disease after only 2 cycles of therapy were selected for the analysis. Results The median PFS of the good responders was 29.9 months (range; 20.9–90.0) and the median number of cycle was 37 (range; 18–129). Although 53.5 % of patients showed stable disease (SD), this response was sustained (median PFS in SD, 29.6 months). A never-smoking status was related to better survival outcome, whereas EGFR mutation, two or more metastatic sites, and intra-abdominal metastasis were each associated with a poor PFS. ALK translocation showed a tendency for a positive impact on response to pemetrexed, whereas metastatic lesion to liver, adrenal gland or bone showed a tendency for a negative impact despite not reaching our threshold for statistical significance. Conclusions Predictive factors, such as smoking status, the status of genetic alteration and tumor burden, should be considered when administering pemetrexed therapy for non-squamous NSCLC.
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Affiliation(s)
- Sojung Park
- Department of Pulmonary and Critical Care Medicine, University of Ulsan, College of Medicine, Asan Medical Center, 388-1 Pungnap-Dong, Songpa-gu, Seoul, 05505, South Korea
| | - Hyun Jung Kim
- Department of Internal Medicine, Kyungpook National University Hospital, Kyungpook National University School of Medicine, 130 Dongdeok-ro, Jung-gu, Daegu, 41944, South Korea
| | - Chang-Min Choi
- Department of Pulmonary and Critical Care Medicine, University of Ulsan, College of Medicine, Asan Medical Center, 388-1 Pungnap-Dong, Songpa-gu, Seoul, 05505, South Korea.,Department of Oncology, University of Ulsan, College of Medicine, Asan Medical Center, 388-1 Pungnap-Dong, Songpa-gu, Seoul, 05505, South Korea
| | - Dae Ho Lee
- Department of Oncology, University of Ulsan, College of Medicine, Asan Medical Center, 388-1 Pungnap-Dong, Songpa-gu, Seoul, 05505, South Korea
| | - Sang-We Kim
- Department of Oncology, University of Ulsan, College of Medicine, Asan Medical Center, 388-1 Pungnap-Dong, Songpa-gu, Seoul, 05505, South Korea
| | - Jung-Shin Lee
- Department of Oncology, University of Ulsan, College of Medicine, Asan Medical Center, 388-1 Pungnap-Dong, Songpa-gu, Seoul, 05505, South Korea
| | - Woo Sung Kim
- Department of Pulmonary and Critical Care Medicine, University of Ulsan, College of Medicine, Asan Medical Center, 388-1 Pungnap-Dong, Songpa-gu, Seoul, 05505, South Korea
| | - Se Hoon Choi
- Department of Thoracic and Cardiovascular Surgery, University of Ulsan, College of Medicine, Asan Medical Center, 388-1 Pungnap-Dong, Songpa-gu, Seoul, 05505, South Korea
| | - Jin Kyung Rho
- Asan Institute for Life Sciences, Asan Medical Center, 388-1 Pungnap-Dong, Songpa-gu, Seoul, 05505, South Korea
| | - Jae Cheol Lee
- Department of Oncology, University of Ulsan, College of Medicine, Asan Medical Center, 388-1 Pungnap-Dong, Songpa-gu, Seoul, 05505, South Korea.
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Single organ metastatic disease and local disease status, prognostic factors for overall survival in stage IV non-small cell lung cancer: Results from a population-based study. Eur J Cancer 2015; 51:2534-44. [DOI: 10.1016/j.ejca.2015.08.008] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2015] [Revised: 07/03/2015] [Accepted: 08/10/2015] [Indexed: 01/18/2023]
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25
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Stavas MJ, Arneson KO, Ning MS, Attia AA, Phillips SE, Perkins SM, Shinohara ET. The Refusal of Palliative Radiation in Metastatic Non-Small Cell Lung Cancer and Its Prognostic Implications. J Pain Symptom Manage 2015; 49:1081-1087.e4. [PMID: 25596010 DOI: 10.1016/j.jpainsymman.2014.11.298] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Revised: 11/15/2014] [Accepted: 11/23/2014] [Indexed: 12/25/2022]
Abstract
CONTEXT Patients with metastatic non-small cell lung cancer (NSCLC) have limited survival. Population studies have evaluated the impact of radiation refusal in the curative setting; however, no data exist concerning the prognostic impact of radiation refusal in the palliative care setting. OBJECTIVES To investigate the patterns of radiation refusal in newly diagnosed patients with metastatic NSCLC. METHODS Patients with Stage IV NSCLC diagnosed between 1988 and 2010 were identified in the Surveillance, Epidemiology, and End Results database. Univariate and multivariate analyses were used to identify predictors for refusal of radiation and the impact of radiation and refusal on survival in the palliative setting. RESULTS A total of 285,641 patients were initially included in the analysis. Palliative radiation was recommended in 42% and refused by 3.1% of patients. Refusal rates remained consistent across included years of study. On multivariate analysis, older, nonblack/nonwhite, unmarried females were more likely to refuse radiation (P < 0.001 in all cases). Median survival for patients refusing radiation was three months vs. five months for those receiving radiation and two months for those whom radiation was not recommended. CONCLUSION Patients with metastatic NSCLC who refuse recommended palliative radiation have a poor survival. Radiation refusal or the recommendation against treatment can serve as a trigger for integrating palliative care services sooner and contributes greatly to prognostic awareness. Further investigation into this survival difference and the factors behind refusal are warranted.
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Affiliation(s)
- Mark J Stavas
- Department of Radiation Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
| | - Kyle O Arneson
- Department of Radiation Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Matthew S Ning
- Department of Radiation Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Albert A Attia
- Department of Radiation Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Sharon E Phillips
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Stephanie M Perkins
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Eric T Shinohara
- Department of Radiation Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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