151
|
Liu L, Yang C, Shen J, Huang L, Lin W, Tang H, Liang W, Shao W, Zhang H, He J. GABRA3 promotes lymphatic metastasis in lung adenocarcinoma by mediating upregulation of matrix metalloproteinases. Oncotarget 2017; 7:32341-50. [PMID: 27081042 PMCID: PMC5078017 DOI: 10.18632/oncotarget.8700] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Accepted: 03/18/2016] [Indexed: 11/25/2022] Open
Abstract
Tumor metastasis is the main reason for the poor prognosis of lung cancer patients. The GABAA receptor subunit GABRA3 is reportedly upregulated in lung cancer. Herein, we show that high GABRA3 protein expression in lung adenocarcinoma correlated positively with disease stage, lymphatic metastasis status and poor patient survival. In addition, GABRA3 induced MMP-2 and MMP-9 expression through activation of the JNK/AP-1 signaling pathway, which enhanced lymphatic metastasis by lung adenocarcinoma both in vitro and in vivo. These results indicate that GABRA3 promotes lymph node metastasis and may thus be an effective therapeutic target for anticancer treatment.
Collapse
Affiliation(s)
- Liping Liu
- The Translational Medicine Laboratory, State Key Laboratory of Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Chenglin Yang
- Southern Medical University, Guangzhou, China.,Department of Thoracic Surgery, State Key Laboratory of Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jianfei Shen
- Department of Thoracic Surgery, State Key Laboratory of Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Liyan Huang
- The Translational Medicine Laboratory, State Key Laboratory of Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Weixuan Lin
- The Translational Medicine Laboratory, State Key Laboratory of Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Hailing Tang
- The Translational Medicine Laboratory, State Key Laboratory of Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Wenhua Liang
- Department of Thoracic Surgery, State Key Laboratory of Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Wenlong Shao
- Department of Thoracic Surgery, State Key Laboratory of Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Haibo Zhang
- The Translational Medicine Laboratory, State Key Laboratory of Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.,Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Department of Anesthesia, Medicine and Physiology, University of Toronto, Toronto, Ontario, Canada
| | - Jianxing He
- Southern Medical University, Guangzhou, China.,Department of Thoracic Surgery, State Key Laboratory of Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| |
Collapse
|
152
|
Vanhove K, Mesotten L, Heylen M, Derwael R, Louis E, Adriaensens P, Thomeer M, Boellaard R. Prognostic value of total lesion glycolysis and metabolic active tumor volume in non-small cell lung cancer. Cancer Treat Res Commun 2017; 15:7-12. [PMID: 30207286 DOI: 10.1016/j.ctarc.2017.11.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2016] [Revised: 07/14/2017] [Accepted: 11/14/2017] [Indexed: 11/18/2022]
Abstract
INTRODUCTION To predict the outcome of patients with non-small cell lung cancer (NSCLC) the currently used prognostic system (TNM) is not accurate enough. The prognostic significance of the SUVmax measured by PET remains controversial. This study aims to evaluate the prognostic value in overall survival and progression free survival of SUVmax, the total lesion glycolysis (TLG) and the mean metabolic active volume (MATV) in NSCLC. METHODS We retrospectively reviewed 105 patients (72 males, 33 females) with a new diagnosis of NSCLC (TNM stage I: 27.6%, II: 10.5%, III: 40.9% and IV: 21.0%) who underwent scanning with a PET/CT. For VOI definition a semi-automatic delineation tool was used. On PET images SUVmax, SUVmean and MATV of the primary tumor and the whole tumor burden were measured. TLG and MATV were measured by using a threshold of 50% of SUVmax. RESULTS OS and PFS are found to be higher in patients with low-SUVTmax and low-TLGT values. OS and PFS were significantly higher for low-SUVWTBmax, low-MATVWTB and low-TLGWTB values of the whole-tumor burden. Multivariate analysis of the whole-tumor burden revealed that the most important prognostic factors for OS are high MATVWTB and TLGWTB values, increasing stage and male gender. TLGWTB and stage are also independent prognosticators in PFS. CONCLUSION Only whole-body TLG is of prognostic value in NSCLC for both OS and PFS. Stratification of patients by TLGWTB might complement outcome prediction but the TNM stage remains the most important determinant of prognosis. MICROABSTRACT In order to predict the outcome of patients with non-small cell lung cancer (NSCLC) the currently used prognostic system (TNM) is not accurate enough. The prognostic significance of the standard uptake value (SUV) measured by PET remains controversial. This study aims to evaluate the prognostic value in overall survival (OS) and progression free survival (PFS) of the standard uptake value (SUV), the total lesion glycolysis (TLG) and the mean metabolic active volume (MATV) in NSCLC. The study reveals that TLG of the whole-tumor burden is an independent prognostic factor for OS and PFS in patients with NSCLC.
Collapse
Affiliation(s)
- Karolien Vanhove
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium
| | - Liesbet Mesotten
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium; Ziekenhuis Oost Limburg, Schiepse Bos 6, 3600 Genk, Belgium.
| | - Micheline Heylen
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium
| | - Ruben Derwael
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium
| | - Evelyne Louis
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium
| | - Peter Adriaensens
- Hasselt University, Institute for Materials Research, Applied and Analytical Chemistry, Agoralaan Building D, B-3590 Diepenbeek, Belgium
| | - Michiel Thomeer
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium; Ziekenhuis Oost Limburg, Schiepse Bos 6, 3600 Genk, Belgium
| | - Ronald Boellaard
- VU University Medical Center, Department of Radiology & Nuclear Medicine, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| |
Collapse
|
153
|
Sakatani T, Maemura K, Hiyama N, Amano Y, Watanabe K, Kage H, Fukayama M, Nakajima J, Yatomi Y, Nagase T, Takai D. High expression of IRE1 in lung adenocarcinoma is associated with a lower rate of recurrence. Jpn J Clin Oncol 2017; 47:543-550. [PMID: 28334878 PMCID: PMC5448064 DOI: 10.1093/jjco/hyx031] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Accepted: 03/10/2017] [Indexed: 01/03/2023] Open
Abstract
Objective Recent reports have shown that endoplasmic reticulum stress is associated with cancer. However, the impacts of endoplasmic reticulum stress on the prognosis of lung cancer are unknown. Therefore, in this study, we sought to reveal the relationship between the expression of endoplasmic reticulum stress-related genes (endoplasmic reticulum oxidoreductase 1L, protein kinase RNA-like endoplasmic reticulum kinase, activating transcription factor 6 and inositol-requiring kinase 1) and the outcome of lung adenocarcinoma. Methods One hundred and twenty-six patients with surgically resected lung adenocarcinomas were subjected to an endoplasmic reticulum stress-related mRNA expression analysis using quantitative RT-PCR. The following parameters were analyzed for all the study patients: age, sex, disease stage, smoking status, lymph node invasion (ly), vascular invasion (v) and EGFR mutation status. We assigned patients to either a high-expression group or a low-expression group according to the expression levels of endoplasmic reticulum stress-related genes. Results High expressions of endoplasmic reticulum stress-related genes were observed in patients with lower stages of lung adenocarcinoma and minimal vascular invasion. A Kaplan–Meier analysis showed significant differences in recurrence-free survival and overall survival between high-expression group and low-expression group. High inositol-requiring kinase 1 expression was an independent predictor of recurrence-free survival among patients with lung adenocarcinoma (hazard ratio, 0.396; 95% confidence interval, 0.188–0.834; P = 0.015). Conclusions Inositol-requiring kinase 1 may be a useful biomarker to predict recurrence in surgically resected lung adenocarcinoma patients.
Collapse
Affiliation(s)
- Toshio Sakatani
- Department of Respiratory Medicine, The University of Tokyo Hospital, Tokyo
| | - Keita Maemura
- Department of Respiratory Medicine, The University of Tokyo Hospital, Tokyo
| | - Noriko Hiyama
- Department of Thoracic Surgery, The University of Tokyo Hospital, Tokyo
| | - Yosuke Amano
- Department of Respiratory Medicine, The University of Tokyo Hospital, Tokyo
| | - Kousuke Watanabe
- Department of Respiratory Medicine, The University of Tokyo Hospital, Tokyo
| | - Hidenori Kage
- Department of Respiratory Medicine, The University of Tokyo Hospital, Tokyo
| | - Masashi Fukayama
- Department of Pathology, The University of Tokyo Hospital, Tokyo
| | - Jun Nakajima
- Department of Thoracic Surgery, The University of Tokyo Hospital, Tokyo
| | - Yutaka Yatomi
- Department of Laboratory Medicine, The University of Tokyo Hospital, Tokyo, Japan
| | - Takahide Nagase
- Department of Respiratory Medicine, The University of Tokyo Hospital, Tokyo
| | - Daiya Takai
- Department of Laboratory Medicine, The University of Tokyo Hospital, Tokyo, Japan
| |
Collapse
|
154
|
Adjuvant Chemotherapy Does Not Improve Survival for Lung Cancer With Chest Wall Invasion. Ann Thorac Surg 2017; 104:1798-1804. [PMID: 29074150 DOI: 10.1016/j.athoracsur.2017.06.070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2017] [Revised: 06/10/2017] [Accepted: 06/28/2017] [Indexed: 11/23/2022]
Abstract
BACKGROUND The National Comprehensive Cancer Network recommends adjuvant chemotherapy (AC) for patients with completely resected (R0) pT3N0M0 non-small cell lung cancer (NSCLC) with chest wall invasion. There is minimal evidence to support this recommendation. We aimed to determine whether there is a survival benefit with AC and if so whether it depends on tumor size. METHODS Patients who had undergone R0 resection for pT3N0M0 NSCLC with chest wall invasion were identified in the National Cancer Data Base from 2008 to 2012. Multivariable Cox proportional hazards modeling was used to determine independent predictors of overall mortality. RESULTS Of 247 patients, 92 (37.3%) received AC. The median tumor size without AC was 42 mm (interquartile range [IQR], 30 to 60 mm) and with AC was 56 mm (IQR, 40 to 70 mm; p = 0.003). Median follow-up was 21.7 months (IQR, 10.6 to 29.1 months). There was no difference in AC based on tumor grade, but the 3-year overall survival for those with well-differentiated or moderately differentiated tumors was 68% versus 55% in those with poorly differentiated or undifferentiated tumors. Three-year overall survival for the entire cohort was 59%. There was no difference in overall survival between those who received AC and those who did not. The only significant predictor of mortality in both univariable and multivariable analyses was poorly or undifferentiated tumor grade. CONCLUSIONS For patients with pT3N0M0 NSCLC with chest wall invasion there is no survival benefit with AC, regardless of tumor size or grade, after R0 resection. Poorly differentiated or undifferentiated tumor grade is an independent predictor of mortality.
Collapse
|
155
|
Prognostic implication of EGFR gene mutations and histological classification in patients with resected stage I lung adenocarcinoma. PLoS One 2017; 12:e0186567. [PMID: 29065153 PMCID: PMC5655534 DOI: 10.1371/journal.pone.0186567] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 10/03/2017] [Indexed: 01/12/2023] Open
Abstract
Introduction The prognostic value of epidermal growth factor receptor (EGFR) mutations and the correlation between EGFR mutations and the new International Association for the Study of Lung Cancer/American Thoracic Society/European Respiratory Society (IASLC/ATS/ERS) histological classification remain controversial. The current study aimed to investigate the pure prognostic role of EGFR mutations in treatment-naïve patients with resected stage I lung adenocarcinoma. Methods We retrospectively reviewed 373 patients with stage I pulmonary non-small-cell lung cancer who underwent complete surgical resection between January 2010 and May 2014. The tumors were classified according to IASLC/ATS/ERS criteria. EGFR mutation status was determined by established methods. Results A total of 120 patients were included for analysis; 87 had tumors with EGFR mutations and 33 had wild-type tumors. More low- and intermediate-grade tumors had EGFR mutations, and nearly half of the high-grade tumors were wild-type (75.7% versus 46.2%, p = 0.041). Patients with low-grade tumors had significantly greater median disease-free survival (DFS) (76.8 versus 13 months, p < 0.0001) and better overall survival (OS) (median OS not reached, p = 0.0003) than those with intermediate- and high-grade tumors. Tumor recurrence was 41.4% and 30.3% in mutant and wild-type patients. The 5-years survival rate was 54% and 71.2%. Multivariate analysis revealed that the new histological classification and the pathologic stage were independent predictors of both DFS and OS. EGFR mutation status had no prognostic implications. Conclusion Low grade tumors according to IASLC/ATS/ERS histological classification and the pathologic stage IA tumors of resected stage I lung adenocarcinomas independently predict better DFS and OS. EGFR mutations were frequently seen in histologically low- and intermediate-grade tumors but not a prognostic factor.
Collapse
|
156
|
Qi L, Li T, Shi G, Wang J, Li X, Zhang S, Chen L, Qin Y, Gu Y, Zhao W, Guo Z. An individualized gene expression signature for prediction of lung adenocarcinoma metastases. Mol Oncol 2017; 11:1630-1645. [PMID: 28922552 PMCID: PMC5663997 DOI: 10.1002/1878-0261.12137] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 09/01/2017] [Accepted: 09/06/2017] [Indexed: 12/17/2022] Open
Abstract
Our laboratory previously reported an individual‐level signature consisting of nine gene pairs, named 9‐GPS. This signature was developed by training on microarray expression data and validated using three independent integrated microarray data sets, with samples of stage I non‐small‐cell lung cancer after complete surgical resection. In this study, we first validated the cross‐platform robustness of 9‐GPS by demonstrating that 9‐GPS could significantly stratify the overall survival of 213 stage I lung adenocarcinoma (LUAD) patients detected with RNA‐sequencing platform in The Cancer Genome Atlas (TCGA; log‐rank P = 0.0318, C‐index = 0.55). Applying 9‐GPS to all the 423 stage I‐IV LUAD samples in TCGA, the predicted high‐risk samples were significantly enriched with clinically diagnosed metastatic samples (Fisher's exact test, P = 0.0015). We further modified the voting rule of 9‐GPS and found that the modified 9‐GPS had a better performance in predicting metastasis states (Fisher's exact test, P < 0.0001). With the aid of the modified 9‐GPS for reclassifying the metastasis states of patients with LUAD, the reclassified metastatic samples presented clearer transcriptional and genomic characteristics compared to the reclassified nonmetastatic samples. Finally, regulator network analysis identified TP53 and IRF1 with frequent genomic aberrations in the reclassified metastatic samples, indicating their key roles in driving tumor metastasis. In conclusion, 9‐GPS is a robust signature for identifying early‐stage LUAD patients with potential occult metastasis. This occult metastasis prediction was associated with clear transcriptional and genomic characteristics as well as the clinical diagnoses.
Collapse
Affiliation(s)
- Lishuang Qi
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityChina
| | - Tianhao Li
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityChina
| | - Gengen Shi
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityChina
| | - Jiasheng Wang
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityChina
| | - Xin Li
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityChina
| | - Sainan Zhang
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityChina
| | - Libin Chen
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityChina
| | - Yuan Qin
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityChina
| | - Yunyan Gu
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityChina
| | - Wenyuan Zhao
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityChina
| | - Zheng Guo
- College of Bioinformatics Science and TechnologyHarbin Medical UniversityChina
- Department of BioinformaticsKey Laboratory of Ministry of Education for Gastrointestinal CancerSchool of Basic Medical SciencesFujian Medical UniversityFuzhouChina
| |
Collapse
|
157
|
THE RELATIONSHIP BETWEEN NEUTROPHİL / LYMPHOCYTES RATIO AND PLATELET / LYMPHOCYTES RATIO WITH PROGNOSIS IN OPERATED STAGE 1-2 OF NON- SMALL CELL LUNG CANCER DISEASE: ONE CENTRAL EXPERIENCE. ANADOLU KLINIĞI TIP BILIMLERI DERGISI 2017. [DOI: 10.21673/anadoluklin.315155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
|
158
|
Xiao HF, Zhang BH, Liao XZ, Yan SP, Zhu SL, Zhou F, Zhou YK. Development and validation of two prognostic nomograms for predicting survival in patients with non-small cell and small cell lung cancer. Oncotarget 2017; 8:64303-64316. [PMID: 28969072 PMCID: PMC5610004 DOI: 10.18632/oncotarget.19791] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Accepted: 06/18/2017] [Indexed: 12/29/2022] Open
Abstract
Purpose This study aimed to construct two prognostic nomograms to predict survival in patients with non-small-cell lung cancer (NSCLC) and small-cell lung cancer (SCLC) using a novel set of clinical parameters. Patients and Methods Two nomograms were developed, using a retrospective analysis of 5384 NSCLC and 647 SCLC patients seen during a 10-year period at Xiang Ya Affiliated Cancer Hospital (Changsha, China). The patients were randomly divided into training and validation cohorts. Univariate and multivariate analyses were used to identify the prognostic factors needed to establish nomograms for the training cohort. The model was internally validated via bootstrap resampling and externally certified using the validation cohort. Predictive accuracy and discriminatory capability were estimated using concordance index (C-index), calibration curves, and risk group stratification. Results The largest contributor to overall survival (OS) prognosis in the NSCLC nomogram was the therapeutic regimen and diagnostic method parameters, and in the SCLC nomogram was the therapeutic regimen and health insurance plan parameters. Calibration curves for the nomogram prediction and the actual observation were in optimal agreement for the 3-year OS and acceptable agreement for the 5-year OS in both training datasets. The C-index was higher for the NSCLC cohort nomogram than for the TNM staging system (0.67 vs. 0.64, P = 0.01) and higher for the SCLC nomogram than for the clinical staging system (limited vs. extensive) (0.60 vs. 0.53, P = 0.12). Conclusion Treatment regimen parameter made the largest contribution to OS prognosis in both nomograms, and these nomograms might provide clinicians and patients a simple tool that improves their ability to accurately estimate survival based on individual patient parameters rather than using an averaged predefined treatment regimen.
Collapse
Affiliation(s)
- Hai-Fan Xiao
- State Key Laboratory of Environment Health (Incubation), Key Laboratory of Environment and Health, Ministry of Education, Key Laboratory of Environment and Health (Wuhan), Ministry of Environmental Protection, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China.,The Department of Cancer Prevention, Hunan Cancer Hospital, Changsha 410006, China
| | - Bai-Hua Zhang
- The Department of Thoracic Surgery, Hunan Cancer Hospital, Changsha 410006, China
| | - Xian-Zhen Liao
- The Department of Cancer Prevention, Hunan Cancer Hospital, Changsha 410006, China
| | - Shi-Peng Yan
- The Department of Cancer Prevention, Hunan Cancer Hospital, Changsha 410006, China
| | - Song-Lin Zhu
- The Department of Cancer Prevention, Hunan Cancer Hospital, Changsha 410006, China
| | - Feng Zhou
- State Key Laboratory of Environment Health (Incubation), Key Laboratory of Environment and Health, Ministry of Education, Key Laboratory of Environment and Health (Wuhan), Ministry of Environmental Protection, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Yi-Kai Zhou
- State Key Laboratory of Environment Health (Incubation), Key Laboratory of Environment and Health, Ministry of Education, Key Laboratory of Environment and Health (Wuhan), Ministry of Environmental Protection, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| |
Collapse
|
159
|
Different dissecting orders of the pulmonary bronchus and vessels during right upper lobectomy are associated with surgical feasibility and postoperative recovery for lung cancer patients. CHINESE JOURNAL OF CANCER 2017; 36:53. [PMID: 28655346 PMCID: PMC5488305 DOI: 10.1186/s40880-017-0220-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/26/2016] [Accepted: 04/17/2017] [Indexed: 01/08/2023]
Abstract
Background Right upper lobectomy (RUL) for lung cancer with different dissecting orders involves the most variable anatomical structures, but no studies have analyzed its effects on postoperative recovery. This study compared the conventional surgical approach, VAB (dissecting pulmonary vessels first, followed by the bronchus), and the alternative surgical approach, aBVA (dissecting the posterior ascending arterial branch first, followed by the bronchus and vessels) on improving surgical feasibility and postoperative recovery for lung cancer patients. Methods According to the surgical approach, consecutive lung cancer patients undergoing RUL were grouped into aBVA and VAB cohorts. Their clinical, pathologic, and perioperative characteristics were collected to compare perioperative outcomes. Results Three hundred one patients were selected (109 in the aBVA cohort and 192 in the VAB cohort). The mean operation time was shorter in the aBVA cohort than in the VAB cohort (164 vs. 221 min, P < 0.001), and less blood loss occurred in the aBVA cohort (92 vs. 141 mL, P < 0.001). The rate of conversion to thoracotomy was lower in the aBVA cohort than in the VAB cohort (0% vs. 11.5%, P < 0.001). The mean duration of postoperative chest drainage was shorter in the aBVA cohort than in the VAB cohort (3.6 vs. 4.5 days, P = 0.001). The rates of postoperative complications were comparable (P = 0.629). The median overall survival was not arrived in both cohorts (P > 0.05). The median disease-free survival was comparable for all patients in the two cohorts (not arrived vs. 41.97 months) and for patients with disease recurrences (13.25 vs. 9.44 months) (both P > 0.05). The recurrence models in two cohorts were also comparable for patients with local recurrences (6.4% vs. 7.8%), distant metastases (10.1% vs. 8.3%), and both (1.8% vs. 1.6%) (all P > 0.05). Conclusions Dissecting the right upper bronchus before turning over the lobe repeatedly and dissecting veins via the aBVA approach during RUL would promote surgical feasibility and achieve comparable postoperative recovery for lung cancer patients. Electronic supplementary material The online version of this article (doi:10.1186/s40880-017-0220-9) contains supplementary material, which is available to authorized users.
Collapse
|
160
|
Combining Carcinoembryonic Antigen and Platelet to Lymphocyte Ratio to Predict Brain Metastasis of Resected Lung Adenocarcinoma Patients. BIOMED RESEARCH INTERNATIONAL 2017. [PMID: 28642881 PMCID: PMC5469991 DOI: 10.1155/2017/8076384] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
We aimed to evaluate the role of pretreatment carcinoembryonic antigen (CEA) and platelet to lymphocyte ratio (PLR) in predicting brain metastasis after radical surgery for lung adenocarcinoma patients. The records of 103 patients with completely resected lung adenocarcinoma between 2013 and 2014 were reviewed. Clinicopathologic characteristics of these patients were assessed in the Cox proportional hazards regression model. Brain metastasis occurred in 12 patients (11.6%). On univariate analysis, N2 stage (P = 0.013), stage III (P = 0.016), increased CEA level (P = 0.006), and higher PLR value (P = 0.020) before treatment were associated with an increased risk of developing brain metastasis. In multivariate model analysis, CEA above 5.2 ng/mL (P = 0.014) and PLR ≥ 120 (P = 0.036) remained as the risk factors for brain metastasis. The combination of CEA and PLR was superior to CEA or PLR alone in predicting brain metastasis according to the receiver operating characteristic (ROC) curve analysis (area under ROC curve, AUC 0.872 versus 0.784 versus 0.704). Pretreatment CEA and PLR are independent and significant risk factors for occurrence of brain metastasis in resected lung adenocarcinoma patients. Combining these two factors may improve the predictability of brain metastasis.
Collapse
|
161
|
Robles AI, Harris CC. Integration of multiple "OMIC" biomarkers: A precision medicine strategy for lung cancer. Lung Cancer 2017; 107:50-58. [PMID: 27344275 PMCID: PMC5156586 DOI: 10.1016/j.lungcan.2016.06.003] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2016] [Revised: 06/07/2016] [Accepted: 06/10/2016] [Indexed: 12/17/2022]
Abstract
More than half of all new lung cancer diagnoses are made in patients with locally advanced or metastatic disease, at which point therapeutic options are scarce. It is anticipated, however, that the widespread use of Low-Dose Computed Tomography (LDCT) screening, will lead to a greater proportion of lung cancers being diagnosed at an early, operable, stage. Still, the overall rate of recurrence for surgically treated Stage I lung cancer patients is up to 30% within 5 years of diagnosis. Thus, the identification and clinical application of biomarkers of early stage lung cancer are a pressing medical need. The integrative analysis of "omic," clinical and epidemiological data for single patients is a core principle of precision medicine. Through rigorous bioinformatics and statistical analyses we have identified biomarkers of early-stage lung cancer based on DNA methylation, expression of mRNA and miRNA, inflammatory cytokines, and urinary metabolites. Beyond a more comprehensive understanding of the molecular taxonomy of lung cancer, these biomarkers can have very practical implications in the context of unmet clinical needs of early stage lung cancer patients: First, current guidelines for LDCT screening broadly include individuals based on age and history of heavy smoking. Tumor-derived circulating biomarkers in the blood and urine associated with lung cancer risk could narrow and prioritize individuals for LDCT screening. Second, a high number of nodules are identified by LDCT, of which fewer than 5% are finally diagnosed as lung cancer. Biomarkers may help discriminate malignant nodules from benign or indolent lesions. Third, the expected rise in the numbers of lung cancer patients diagnosed at an early stage will necessitate new treatment options. Circulating, urinary and tissue-based biomarkers that molecularly categorize Stage I patients after tumor resection can help identify high-risk patients who may benefit from adjuvant chemotherapy or innovative immunotherapy regimens.
Collapse
Affiliation(s)
- Ana I Robles
- Laboratory of Human Carcinogenesis, National Cancer Institute, NIH, Bethesda, MD 20892, USA.
| | - Curtis C Harris
- Laboratory of Human Carcinogenesis, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| |
Collapse
|
162
|
Wang Q, Liu S, Zhao X, Wang Y, Tian D, Jiang W. MiR-372-3p promotes cell growth and metastasis by targeting FGF9 in lung squamous cell carcinoma. Cancer Med 2017; 6:1323-1330. [PMID: 28440022 PMCID: PMC5463061 DOI: 10.1002/cam4.1026] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Revised: 12/26/2016] [Accepted: 01/06/2017] [Indexed: 01/04/2023] Open
Abstract
The aim of this study was to study the role of miR‐372‐3p in lung squamous cell carcinoma (LSCC) cell proliferation and invasion by suppressing FGF9. RT‐PCR was used to determine miR‐372‐3p and FGF9 mRNA expression in tissues and cells. Western blot was used to determine FGF9 expression in tissues and NCI‐H520 cell line. Dual luciferase reporter gene assay was conducted to confirm that FGF9 can be directly targeted by miR‐372‐3p. MTT, colony formation assays were conducted to investigate the effects of ectopic miR‐372‐3p and FGF9 expression on NCI‐H520 cell growth. Flow cytometry was used to analyze the influence of miR‐372‐3p and FGF9 expression on cell cycle distribution and apoptosis. Transwell assay was also conducted to see the effects of miR‐372‐3p and FGF9 expression on NCI‐H520 cell invasiveness. MiR‐372‐3p was found significantly overexpressed in both LSCC tissues and cell lines, whereas FGF9 mRNA was found underexpressed in LSCC tissues. MiR‐372‐3p directly bound to wild‐type FGF9 mRNA 3′UTR, therefore led to the reduction in FGF9 expression. The upregulation of FGF9 or the downregulation of miR‐372‐3p substantially retarded LSCC cell growth, mitosis, and invasion. MiR‐372‐3p enhanced LSCC cell proliferation and invasion through inhibiting FGF9.
Collapse
Affiliation(s)
- Qing Wang
- Department of Thoracic Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, Liaoning, 110032, China
| | - Siyang Liu
- Department of Thoracic Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, Liaoning, 110032, China
| | - Xitong Zhao
- Department of Thoracic Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, Liaoning, 110032, China
| | - Yuan Wang
- Department of Thoracic Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, Liaoning, 110032, China
| | - Dali Tian
- Department of Thoracic Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, Liaoning, 110032, China
| | - Wenjun Jiang
- Department of Thoracic Surgery, The Fourth Affiliated Hospital of China Medical University, Shenyang, Liaoning, 110032, China
| |
Collapse
|
163
|
miRNA-221 acts as an oncogenic role by directly targeting TIMP2 in non-small-cell lung carcinoma. Gene 2017; 620:46-53. [PMID: 28392366 DOI: 10.1016/j.gene.2017.04.007] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 03/30/2017] [Accepted: 04/05/2017] [Indexed: 02/07/2023]
Abstract
MicroRNA-221 (miRNA-221) plays an important role in occurrence and development of tumor. However, expression pattern and role of miRNA-221 in the non-small-cell lung carcinoma (NSCLC) remains poorly understood. In the current study, we explored the roles and the underlying mechanism of miR-221 in NSCLC by gain and loss of function analysis. We found that the expression of miRNA-221 is significantly higher in NSCLC tissues and NSCLC cells compared to normal tissues and cells, respectively (P<0.05). NSCLC cell lines SPCA1 and H1299 were transfected with miRNA-221 mimic or inhibitor, respectively, and then performed to analysis. Experiments indicated that upregulation of miRNA-221 promotes cell proliferation, cell cycle, migration, invasion in SPCA1 cells, while downregulation of miRNA-221 exhibited the opposite role. Tissue inhibitor of metallopeptidases-2 (TIMP2) mRNA or protein levels were downregulated after miRNA-221 overexpression in SPCA1 and H1299 cells, respectively. Furthermore, TIMP2 was identified as a direct target of miRNA-221. In summary, our results indicate that miRNA-221 promotes NSCLC growth and invasion through repressing the expression of TIMP2, which suggest that inhibition of miRNA-221 could be a potential target for the treatment of NSCLC.
Collapse
|
164
|
Lu Y, Li S, Zhu S, Gong Y, Shi J, Xu L. Methylated DNA/RNA in Body Fluids as Biomarkers for Lung Cancer. Biol Proced Online 2017; 19:2. [PMID: 28331435 PMCID: PMC5356409 DOI: 10.1186/s12575-017-0051-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2017] [Accepted: 03/02/2017] [Indexed: 12/21/2022] Open
Abstract
DNA/RNA methylation plays an important role in lung cancer initiation and progression. Liquid biopsy makes use of cells, nucleotides and proteins released from tumor cells into body fluids to help with cancer diagnosis and prognosis. Methylation of circulating tumor DNA (ctDNA) has gained increasing attention as biomarkers for lung cancer. Here we briefly introduce the biological basis and detection method of ctDNA methylation, and review various applications of methylated DNA in body fluids in lung cancer screening, diagnosis, prognosis, monitoring and treatment prediction. We also discuss the emerging role of RNA methylation as biomarkers for cancer.
Collapse
Affiliation(s)
- Yan Lu
- No.2 oncology department, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, No.110, Ganhe Rd, Shanghai, China
| | - Shulin/Sl Li
- MD Anderson Cancer Center, the university of Texas, 1840 Old Spanish Trail, Houston, TX USA
| | - Shiguo/Sg Zhu
- Department of Immunology and Pathogenic Biology, School of Basic Medical Sciences, Shanghai University of Traditional Chinese Medicine, 1200 Cai Lun Rd, Shanghai, China
| | - Yabin/Yb Gong
- No.2 oncology department, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, No.110, Ganhe Rd, Shanghai, China
| | - Jun/J Shi
- No.2 oncology department, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, No.110, Ganhe Rd, Shanghai, China
| | - Ling/L Xu
- No.2 oncology department, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, No.110, Ganhe Rd, Shanghai, China
| |
Collapse
|
165
|
Hughes BG, Ahern E, Lehman M, Pratt G, Dauth M, Pritchard W, Wockner L, Horwood K. Concurrent chemoradiation with cisplatin and vinorelbine followed by consolidation with oral vinorelbine in locally advanced non-small cell lung cancer (NSCLC): the phase II CONCAVE study. Asia Pac J Clin Oncol 2017; 13:137-144. [PMID: 28181415 DOI: 10.1111/ajco.12649] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Revised: 08/19/2016] [Accepted: 09/06/2016] [Indexed: 12/28/2022]
Abstract
AIM Despite recent advances, outcomes for patients with stage III non-small cell lung cancer (NSCLC) with concurrent chemoradiotherapy (CRT) remain poor. We evaluated the combination of ciplatin/vinorelbine and concurrent thoracic radiotherapy followed by consolidation oral vinorelbine in this phase II study. METHODS Eligible patients with unresectable stage III NSCLC received cisplatin intravenous (IV) 40 mg/m2 and vinorelbine IV 20 mg/m2 on days 1, 8, 22 and 29 concurrent with thoracic radiotherapy of 60 Gy in 30 fractions. Four to eight weeks later, oral vinorelbine 60 mg/m2 day 1 and 8 every 3 weeks was given for 3 cycles. The primary end point was overall response rate (ORR). Secondary end points were safety, quality of life, progression-free survival (PFS) and overall survival (OS). RESULTS Twenty-seven eligible patients were enrolled from December 2007 to June 2010 before the trial was prematurely closed due to toxicity concerns. The median age was 63 years (range, 42-71), 56% were male, 52% ECOG 0 and 52% stage IIIa. The ORR was 81% (including 37% complete response rate) and disease control rate of 93%. The median PFS was 11 months and median OS was 26 months. Consolidation vinorelbine was associated with significant grade 3/4 toxicity (68%) including grade 3-5 febrile neutropenia (27%) and respiratory infections (36%) including two deaths in the consolidation phase (9%). CONCLUSIONS Consolidation oral vinorelbine after CRT was associated with significant toxicity. Overall, this regimen achieved a high ORR and survival results comparable to other CRT protocols but the significant toxicity precludes further evaluation of this approach.
Collapse
Affiliation(s)
- Brett Gm Hughes
- Cancer Care Services, The Royal Brisbane and Women's Hospital, Queensland, Australia.,School of Medicine, University of Queensland, Queensland, Australia
| | - Elizabeth Ahern
- Cancer Care Services, The Royal Brisbane and Women's Hospital, Queensland, Australia.,School of Medicine, University of Queensland, Queensland, Australia.,Queensland Institute of Medical Research, Queensland, Australia
| | - Margot Lehman
- School of Medicine, University of Queensland, Queensland, Australia.,Cancer Care Services, The Princess Alexandra Hospital, Queensland, Australia
| | - Gary Pratt
- Cancer Care Services, The Royal Brisbane and Women's Hospital, Queensland, Australia
| | - Margaret Dauth
- Respiratory Medicine, The Princess Alexandra Hospital, Queensland, Australia
| | - Wendy Pritchard
- Cancer Care Services, The Royal Brisbane and Women's Hospital, Queensland, Australia
| | - Leesa Wockner
- Queensland Institute of Medical Research, Queensland, Australia
| | | |
Collapse
|
166
|
Young KA, Efiong E, Dove JT, Blansfield JA, Hunsinger MA, Wild JL, Shabahang MM, Facktor MA. External Validation of a Survival Nomogram for Non-Small Cell Lung Cancer Using the National Cancer Database. Ann Surg Oncol 2017; 24:1459-1464. [PMID: 28168388 DOI: 10.1245/s10434-017-5795-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Indexed: 11/18/2022]
Abstract
PURPOSE Survival nomograms offer individualized predictions using a more diverse set of factors than traditional staging measures, including the American Joint Committee on Cancer Tumor Node Metastasis (AJCC TNM) Staging System. A nomogram predicting overall survival (OS) for resected, non-metastatic non-small cell lung cancer (NSCLC) has been previously derived from Asian patients. The present study aims to determine the nomogram's predictive capability in the US using the National Cancer Database (NCDB). METHODS This was a retrospective review of adults with resected, non-metastatic NSCLC entered into the NCDB between 2004 and 2012. Concordance indices and calibration plots analyzed discrimination and calibration, respectively. Multivariate analysis was also used. RESULTS A total of 57,313 patients were included in this study. The predominant histologies were adenocarcinoma (48.2%) and squamous cell carcinoma (31.3%), and patients were diagnosed with stage I-A (38.3%), stage I-B (22.7%), stage II-A (14.2%), stage II-B (11.5%), and stage III-A (13.3%). Median OS was 74 months. 1-, 3- and 5-year OS rates were 89.8% [95% confidence interval (CI) 89.5-90.0%], 71.1% (95% CI 70.7-71.6%), and 55.7% (95% CI 54.7-56.6%), respectively. The nomogram's concordance index (C-index) was 0.804 (95% CI 0.792-0.817). AJCC TNM staging demonstrated higher discrimination (C-index 0.833, 95% CI 0.821-0.840). CONCLUSIONS The nomogram's individualized estimates accurately predicted survival in this patient collective, demonstrating higher discrimination in this population than in the developer's cohorts. However, the generalized survival estimates provided by traditional staging demonstrated superior predictive capability; therefore, AJCC TNM staging should remain the gold standard for the prognostication of resected NSCLC in the US.
Collapse
Affiliation(s)
- Katelyn A Young
- Department of General Surgery, Geisinger Medical Center, Danville, PA, USA
| | - Enobong Efiong
- Department of General Surgery, Geisinger Medical Center, Danville, PA, USA
| | - James T Dove
- Department of General Surgery, Geisinger Medical Center, Danville, PA, USA
| | | | - Marie A Hunsinger
- Department of General Surgery, Geisinger Medical Center, Danville, PA, USA
| | - Jeffrey L Wild
- Department of General Surgery, Geisinger Medical Center, Danville, PA, USA
| | - Mohsen M Shabahang
- Department of General Surgery, Geisinger Medical Center, Danville, PA, USA
| | - Matthew A Facktor
- Department of Thoracic Surgery, Geisinger Medical Center, Danville, PA, USA
| |
Collapse
|
167
|
KRAS genetic variant as a prognostic factor for recurrence in resectable non-small cell lung cancer. Clin Transl Oncol 2017; 19:884-890. [DOI: 10.1007/s12094-017-1620-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Accepted: 01/21/2017] [Indexed: 10/20/2022]
|
168
|
Heuvelmans MA, Groen HJM, Oudkerk M. Early lung cancer detection by low-dose CT screening: therapeutic implications. Expert Rev Respir Med 2016; 11:89-100. [DOI: 10.1080/17476348.2017.1276445] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Marjolein A Heuvelmans
- University of Groningen, University Medical Center Groningen, Center for Medical Imaging – North East Netherlands, Groningen, The Netherlands
- Medisch Spectrum Twente, Department of Pulmonology, Enschede, The Netherlands
| | - Harry J M Groen
- University of Groningen, University Medical Center Groningen, Department of Pulmonology, Groningen, The Netherlands
| | - Matthijs Oudkerk
- University of Groningen, University Medical Center Groningen, Center for Medical Imaging – North East Netherlands, Groningen, The Netherlands
| |
Collapse
|
169
|
Clinical implications of sarcopenia in patients undergoing complete resection for early non-small cell lung cancer. Lung Cancer 2016; 101:92-97. [DOI: 10.1016/j.lungcan.2016.08.007] [Citation(s) in RCA: 90] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 07/04/2016] [Accepted: 08/14/2016] [Indexed: 01/01/2023]
|
170
|
Wang J, Kalhor N, Hu J, Wang B, Chu H, Zhang B, Guan Y, Wu Y. Pretreatment Neutrophil to Lymphocyte Ratio Is Associated with Poor Survival in Patients with Stage I-III Non-Small Cell Lung Cancer. PLoS One 2016; 11:e0163397. [PMID: 27695079 PMCID: PMC5047446 DOI: 10.1371/journal.pone.0163397] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Accepted: 08/15/2016] [Indexed: 02/07/2023] Open
Abstract
Background Neutrophil-to-lymphocyte ratio (NLR) has been shown to be a prognostic indicator in several types of cancer. We aimed to investigate the association between NLR and survival in surgery-treated non-small cell lung cancer (NSCLC) patients. Study Design This large retrospective study included 1,245 patients who underwent initial surgery for stage I–III NSCLC at The University of Texas MD Anderson Cancer Center between December 2002 and November 2010. We analyzed the relationship of NLR with clinicopathological variables, local recurrence-free survival (LRFS), distant recurrence-free survival (DRFS), recurrence-free survival (RFS), overall survival (OS), and disease-specific survival (DSS) in patients with high or low NLR using Kaplan-Meier method. Hazard ratios (HRs) with 95% confidence intervals (CIs) were used to assess the prognostic strength of NLR. Results There was a statistically significant association between the pretreatment NLR and histology type (P = 0.003) and tumor grade (P = 0.028). At a median follow-up time of 50.6 months, high NLR was associated with reduced DRFS (P = 0.011), OS (P < 0.0001) and DSS (P = 0.004); it was not associated with LRFS and RFS. Multivariable Cox analysis further revealed that NLR (P = 0.027), pathologic stage (P < 0.0001) and lymphovascular invasion (P < 0.0001) were strong independent predictors for DRFS. NLR was also an independent marker predicting poor OS (P = 0.002) and DSS (P = 0.017). Conclusion The pretreatment NLR can serve as a biomarker to predict distant recurrence and death in stage I–III NSCLC patients. Combination of NLR and pathologic stage can better predict the OS and DSS in stage I-II NSCLC patients.
Collapse
Affiliation(s)
- Jun Wang
- Department of Oncology, General Hospital, Jinan Command of the People’s Liberation Army, Jinan, China
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Neda Kalhor
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Jianhua Hu
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Baocheng Wang
- Department of Oncology, General Hospital, Jinan Command of the People’s Liberation Army, Jinan, China
| | - Huili Chu
- Department of Oncology, General Hospital, Jinan Command of the People’s Liberation Army, Jinan, China
| | - Bicheng Zhang
- Department of Oncology, Wuhan General Hospital of Guangzhou Command of the People’s Liberation Army, Wuhan, China
| | - Yaping Guan
- Department of Oncology, General Hospital, Jinan Command of the People’s Liberation Army, Jinan, China
| | - Yun Wu
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
- * E-mail:
| |
Collapse
|
171
|
Pérez-Ramírez C, Cañadas-Garre M, Robles AI, Molina MÁ, Faus-Dáder MJ, Calleja-Hernández MÁ. Liquid biopsy in early stage lung cancer. Transl Lung Cancer Res 2016; 5:517-524. [PMID: 27826533 DOI: 10.21037/tlcr.2016.10.15] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Lung cancer is the leading cause of cancer-associated deaths worldwide. Surgery is the standard treatment for early-stage non-small cell lung cancer (NSCLC). However, 30% to 80% of these patients will die within 5 yearS of diagnosis. Circulating cell-free DNA (cfDNA) harbors pathologic characteristics of the original tumor, such as gene mutations or epigenetic alterations. Analysis of cfDNA has revolutionized the clinical care of advanced lung cancer patients undergoing targeted therapies. However, the low concentration of cfDNA in the blood of early-stage NSCLC patients has hampered its use for management of early disease. Continuing development of more specific and sensitive techniques for detection and analysis of cfDNA will soon enable its leverage in early stage and, perhaps, even screening settings. Therefore, cfDNA analysis may become a tool used for routine NSCLC diagnosis and for monitoring tumor burden, as well as for identifying hidden residual disease. In this review, we will focus on the current evidence of cfDNA in patients with early-stage NSCLC, new and upcoming approaches to identify circulating-tumor biomarkers, their clinical applications and future directions.
Collapse
Affiliation(s)
- Cristina Pérez-Ramírez
- Pharmacogenetics Unit, UGC Provincial de Farmacia de Granada, Instituto de Investigación Biosanitaria de Granada, Complejo Hospitalario Universitario de Granada, Avda. Fuerzas Armadas, 2, 18014 Granada, Spain;; Department of Biochemistry, Faculty of Pharmacy, University of Granada, Campus Universitario de Cartuja, s/n 18071 Granada, Spain
| | - Marisa Cañadas-Garre
- Pharmacogenetics Unit, UGC Provincial de Farmacia de Granada, Instituto de Investigación Biosanitaria de Granada, Complejo Hospitalario Universitario de Granada, Avda. Fuerzas Armadas, 2, 18014 Granada, Spain
| | - Ana I Robles
- Laboratory of Human Carcinogenesis, National Cancer Institute, 37 Convent Dr, Bethesda, MD 20892, USA
| | - Miguel Ángel Molina
- Pangaea Biotech, S.L., Hospital Universitario Quirón Dexeus, C/ Sabino Arana, 5-19. 08028 Barcelona, Spain
| | - María José Faus-Dáder
- Department of Biochemistry, Faculty of Pharmacy, University of Granada, Campus Universitario de Cartuja, s/n 18071 Granada, Spain
| | - Miguel Ángel Calleja-Hernández
- Pharmacogenetics Unit, UGC Provincial de Farmacia de Granada, Instituto de Investigación Biosanitaria de Granada, Complejo Hospitalario Universitario de Granada, Avda. Fuerzas Armadas, 2, 18014 Granada, Spain;; Department of Pharmacology, Faculty of Pharmacy, University of Granada, Campus Universitario de Cartuja, s/n, 18071 Granada, Spain
| |
Collapse
|
172
|
Abstract
Lung cancer is the leading cause of cancer-related deaths worldwide. Recent implementation of low-dose computed tomography (LDCT) screening is predicted to lead to diagnosis of lung cancer at an earlier stage, with survival benefit. However, there is still a pressing need for biomarkers that will identify individuals eligible for screening, as well as improve the diagnostic accuracy of LDCT. In addition, biomarkers for prognostic stratification of patients with early stage disease, and those that can be used as surrogates to monitor tumor evolution, will greatly improve clinical management. Molecular alterations found in the DNA of tumor cells, such as mutations, translocations and methylation, are reflected in DNA that is released from the tumor into the bloodstream. Thus, in recent years, circulating tumor DNA (ctDNA) has gained increasing attention as a noninvasive alternative to tissue biopsies and potential surrogate for the entire tumor genome. Activating gene mutations found in ctDNA have been proven effective in predicting response to targeted therapy. Analysis of ctDNA is also a valuable tool for longitudinal follow-up of cancer patients that does not require serial biopsies and may anticipate the acquisition of resistance. DNA methylation has also emerged as a promising marker for early detection, prognosis and real-time follow-up of tumor dynamics that is independent of the genomic composition of the primary tumor. This review summarizes the various investigational applications of methylated ctDNA in lung cancer reported to date. It also provides a brief overview of the technologies for analysis of DNA methylation in liquid biopsies, and the challenges that befall the implementation of methylated ctDNA into routine clinical practice.
Collapse
Affiliation(s)
- Delphine Lissa
- Laboratory of Human Carcinogenesis, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Ana I Robles
- Laboratory of Human Carcinogenesis, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| |
Collapse
|
173
|
Refining Prognosis in Lung Cancer: A Report on the Quality and Relevance of Clinical Prognostic Tools. J Thorac Oncol 2016; 10:1576-89. [PMID: 26313682 DOI: 10.1097/jto.0000000000000652] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Accurate, individualized prognostication for lung cancer patients requires the integration of standard patient and pathologic factors, biological, genetic, and other molecular characteristics of the tumor. Clinical prognostic tools aim to aggregate information on an individual patient to predict disease outcomes such as overall survival, but little is known about their clinical utility and accuracy in lung cancer. METHODS A systematic search of the scientific literature for clinical prognostic tools in lung cancer published from January 1, 1996 to January 27, 2015 was performed. In addition, web-based resources were searched. A priori criteria determined by the Molecular Modellers Working Group of the American Joint Committee on Cancer were used to investigate the quality and usefulness of tools. Criteria included clinical presentation, model development approaches, validation strategies, and performance metrics. RESULTS Thirty-two prognostic tools were identified. Patients with metastases were the most frequently considered population in non-small-cell lung cancer. All tools for small-cell lung cancer covered that entire patient population. Included prognostic factors varied considerably across tools. Internal validity was not formally evaluated for most tools and only 11 were evaluated for external validity. Two key considerations were highlighted for tool development: identification of an explicit purpose related to a relevant clinical population and clear decision points and prioritized inclusion of established prognostic factors over emerging factors. CONCLUSIONS Prognostic tools will contribute more meaningfully to the practice of personalized medicine if better study design and analysis approaches are used in their development and validation.
Collapse
|
174
|
Wainer Z, Wright GM, Gough K, Daniels MG, Choong P, Conron M, Russell PA, Alam NZ, Ball D, Solomon B. Impact of sex on prognostic host factors in surgical patients with lung cancer. ANZ J Surg 2016; 87:1015-1020. [PMID: 27625078 DOI: 10.1111/ans.13728] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2015] [Revised: 06/06/2016] [Accepted: 07/11/2016] [Indexed: 12/25/2022]
Abstract
BACKGROUND Lung cancer has markedly poorer survival in men. Recognized important prognostic factors are divided into host, tumour and environmental factors. Traditional staging systems that use only tumour factors to predict prognosis are of limited accuracy. By examining sex-based patterns of disease-specific survival in non-small cell lung cancer patients, we determined the effect of sex on the prognostic value of additional host factors. METHODS Two cohorts of patients treated surgically with curative intent between 2000 and 2009 were utilized. The primary cohort was from Melbourne, Australia, with an independent validation set from the American Surveillance, Epidemiology and End Results (SEER) database. Univariate and multivariate analyses of validated host-related prognostic factors were performed in both cohorts to investigate the differences in survival between men and women. RESULTS The Melbourne cohort had 605 patients (61% men) and SEER cohort comprised 55 681 patients (51% men). Disease-specific 5-year survival showed men had statistically significant poorer survival in both cohorts (P < 0.001); Melbourne men at 53.2% compared with women at 68.3%, and SEER 53.3% men and 62.0% women were alive at 5 years. Being male was independently prognostic for disease-specific mortality in the Melbourne cohort after adjustment for ethnicity, smoking history, performance status, age, pathological stage and histology (hazard ratio = 1.54, 95% confidence interval: 1.10-2.16, P = 0.012). CONCLUSIONS Sex differences in non-small cell lung cancer are important irrespective of age, ethnicity, smoking, performance status and tumour, node and metastasis stage. Epidemiological findings such as these should be translated into research and clinical paradigms to determine the factors that influence the survival disadvantage experienced by men.
Collapse
Affiliation(s)
- Zoe Wainer
- Department of Surgery, St Vincent's Hospital, The University of Melbourne, Melbourne, Victoria, Australia.,Department of Cancer Experiences Research, The Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Gavin M Wright
- Department of Surgery, St Vincent's Hospital, The University of Melbourne, Melbourne, Victoria, Australia.,Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Department of Surgical Oncology, St Vincent's Hospital, Melbourne, Victoria, Australia
| | - Karla Gough
- Department of Cancer Experiences Research, The Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Marissa G Daniels
- Thoracic Research Centre, The University of Queensland, Brisbane, Queensland, Australia
| | - Peter Choong
- Department of Surgery, St Vincent's Hospital, The University of Melbourne, Melbourne, Victoria, Australia
| | - Matthew Conron
- Department of Respiratory and Sleep Medicine, St Vincent's Hospital, Melbourne, Victoria, Australia
| | - Prudence A Russell
- Department of Anatomical Pathology, St Vincent's Hospital, The University of Melbourne, Melbourne, Victoria, Australia
| | - Naveed Z Alam
- Department of Thoracic Oncology, St Vincent's Hospital, Melbourne, Victoria, Australia
| | - David Ball
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Benjamin Solomon
- Division of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| |
Collapse
|
175
|
Kim YS, Kim EY, Ahn HK, Cho EK, Jeong YM, Kim JH. Prognostic significance of CT-emphysema score in patients with advanced squamous cell lung cancer. J Thorac Dis 2016; 8:1966-73. [PMID: 27621848 DOI: 10.21037/jtd.2016.06.70] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Although emphysema is a known independent risk factor of lung cancer, no study has addressed the prognostic impact of computed tomography (CT)-emphysema score in advanced stage lung cancer. METHODS For 84 consecutive patients with stage IIIB and IV squamous cell lung cancer that underwent palliative chemotherapy, severity of emphysema was semi-quantitatively scored using baseline chest CT images according to the Goddard scoring system (possible scores range, 0-24). The cutoff of high CT-emphysema score was determined using the maximum chi-squared test and the prognostic significance of the high CT-emphysema score was evaluated using Kaplan-Meier analysis and Cox proportional hazards analysis. RESULTS The median CT-emphysema score was 5 (range, 0-22). Patients with a high CT-emphysema score (≥4) tended to have poorer overall survival (OS) (median: 6.3 vs. 13.7 months) than those with a score of <4 (P=0.071). Multivariable analysis revealed that a higher CT-emphysema score was a significant independent prognostic factor for poor OS [hazard ratio (HR) =2.06; 95% confidence interval (CI), 1.24-3.41; P=0.005), along with no response to first-line therapy (P=0.009) and no second-line therapy (P<0.001). CONCLUSIONS CT-emphysema score is significantly associated with poor prognosis in patients with advanced squamous cell lung cancer.
Collapse
Affiliation(s)
- Young Saing Kim
- Division of Hematology and Oncology, Department of Internal Medicine, Gachon University Gil Medical Center, Incheon, Republic of Korea
| | - Eun Young Kim
- Department of Radiology, Gachon University Gil Medical Center, Incheon, Republic of Korea
| | - Hee Kyung Ahn
- Division of Hematology and Oncology, Department of Internal Medicine, Gachon University Gil Medical Center, Incheon, Republic of Korea
| | - Eun Kyung Cho
- Division of Hematology and Oncology, Department of Internal Medicine, Gachon University Gil Medical Center, Incheon, Republic of Korea
| | - Yu Mi Jeong
- Department of Radiology, Gachon University Gil Medical Center, Incheon, Republic of Korea
| | - Jeong Ho Kim
- Department of Radiology, Gachon University Gil Medical Center, Incheon, Republic of Korea
| |
Collapse
|
176
|
Luan X, Huang Y, Gao S, Sun X, Wang S, Ma L, Teng X, Lu H, Yu J, Yuan S. 18F-alfatide PET/CT may predict short-term outcome of concurrent chemoradiotherapy in patients with advanced non-small cell lung cancer. Eur J Nucl Med Mol Imaging 2016; 43:2336-2342. [PMID: 27631310 PMCID: PMC5095164 DOI: 10.1007/s00259-016-3505-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Accepted: 08/25/2016] [Indexed: 12/26/2022]
Abstract
Purpose The study aims to investigate the role of 18F-alfatide positron emission tomography/computed tomography (PET/CT) in predicting the short-term outcome of concurrent chemoradiotherapy (CCRT) in patients with advanced non-small cell lung cancer (NSCLC). Methods Eighteen patients with advanced NSCLC had undergone 18F-alfatide PET/CT scans before CCRT and PET/CT parameters including maximum and mean standard uptake values (SUVmax/SUVmean), peak standard uptake values (SUVpeak) and tumor volume (TVPET and TVCT) were obtained. The SUVmax of tumor and normal tissues (lung, blood pool and muscle) were measured, and their ratios were denoted as T/NT (T/NTlung, T/NTblood and T/NTmuscle). Statistical methods included the Two-example t test, Wilcoxon rank-sum test, Receiver-operating characteristic (ROC) curve analysis and logistic regression analyses. Results We found that SUVmax, SUVpeak, T/NTlung, T/NTblood and T/NTmuscle were higher in non-responders than in responders (P = 0.0024, P = 0.016, P < 0.001, P = 0.003, P = 0.004). According to ROC curve analysis, the thresholds of SUVmax, SUVpeak, T/NTlung, T/NTblood and T/NTmuscle were 5.65, 4.46, 7.11, 5.41, and 11.75, respectively. The five parameters had high sensitivity, specificity and accuracy in distinguishing non-responders and responders. Multivariate logistic regression analyses showed that T/NTlung was an independent predictor of the short-term outcome of CCRT in patients with advanced NSCLC (P = 0.032). Conclusions 18F-alfatide PET/CT may be useful in predicting the short-term outcome of CCRT in patients with advanced NSCLC.
Collapse
Affiliation(s)
- Xiaohui Luan
- Department of Radiation Oncology, Shandong Cancer Hospital affiliated to Shandong University, No 440 Jiyan Road, Jinan, Shandong, 250117, China.,School of Medicine and Life Sciences, University of Jinan-Shandong Academy of Medical Sciences, Jinan, China
| | - Yong Huang
- Department of Radiology, Shandong Cancer Hospital affiliated to Shandong University, Jinan, Shandong, China
| | - Song Gao
- Department of Oncology, Jining Infectious Diseases Hospital, Jining, Shandong, China
| | - Xiaorong Sun
- Department of Radiology, Shandong Cancer Hospital affiliated to Shandong University, Jinan, Shandong, China
| | - Suzhen Wang
- Department of Radiation Oncology, Shandong Cancer Hospital affiliated to Shandong University, No 440 Jiyan Road, Jinan, Shandong, 250117, China
| | - Li Ma
- Department of Radiology, Shandong Cancer Hospital affiliated to Shandong University, Jinan, Shandong, China
| | - Xuepeng Teng
- Department of Radiology, Shandong Cancer Hospital affiliated to Shandong University, Jinan, Shandong, China
| | - Hong Lu
- Department of Radiology, Shandong Cancer Hospital affiliated to Shandong University, Jinan, Shandong, China
| | - Jinming Yu
- Department of Radiation Oncology, Shandong Cancer Hospital affiliated to Shandong University, No 440 Jiyan Road, Jinan, Shandong, 250117, China
| | - Shuanghu Yuan
- Department of Radiation Oncology, Shandong Cancer Hospital affiliated to Shandong University, No 440 Jiyan Road, Jinan, Shandong, 250117, China.
| |
Collapse
|
177
|
Noro R, Ishigame T, Walsh N, Shiraishi K, Robles AI, Ryan BM, Schetter AJ, Bowman ED, Welsh JA, Seike M, Gemma A, Skaug V, Mollerup S, Haugen A, Yokota J, Kohno T, Harris CC. A Two-Gene Prognostic Classifier for Early-Stage Lung Squamous Cell Carcinoma in Multiple Large-Scale and Geographically Diverse Cohorts. J Thorac Oncol 2016; 12:65-76. [PMID: 27613525 DOI: 10.1016/j.jtho.2016.08.141] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Revised: 08/17/2016] [Accepted: 08/20/2016] [Indexed: 12/20/2022]
Abstract
INTRODUCTION There are no validated molecular methods that prospectively identify patients with surgically resected lung squamous cell carcinoma (SCC) at high risk for recurrence. By focusing on the expression of genes with known functions in development of lung SCC and prognosis, we sought to develop a robust prognostic classifier of early-stage lung SCC. METHODS The expression of 253 genes selected by literature search was evaluated in microarrays from 107 stage I/II tumors. Associations with survival were evaluated by Cox regression and Kaplan-Meier survival analyses in two independent cohorts of 121 and 91 patients with SCC, respectively. A classifier score based on multivariable Cox regression was derived and examined in six additional publicly available data sets of stage I/II lung SCC expression profiles (n = 358). The prognostic value of this classifier was evaluated in meta-analysis of patients with stage I/II (n = 479) and stage I (n = 326) lung SCC. RESULTS Dual specificity phosphatase 6 gene (DUSP6) and actinin alpha 4 gene (ACTN4) were associated with prognostic outcome in two independent patient cohorts. Their expression values were utilized to develop a classifier that identified patients with stage I/II lung SCC at high risk for recurrence (hazard ratio [HR] = 4.7, p = 0.018) or cancer-specific mortality (HR = 3.5, p = 0.016). This classifier also identified patients at high risk for recurrence (HR = 2.7, p = 0.008) or death (HR = 2.2, p = 0.001) in publicly available data sets of stage I/II and in meta-analysis of stage I patients. CONCLUSIONS We have established and validated a prognostic classifier to inform clinical management of patients with lung SCC after surgical resection.
Collapse
MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Biomarkers, Tumor/genetics
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/pathology
- Carcinoma, Non-Small-Cell Lung/therapy
- Carcinoma, Squamous Cell/genetics
- Carcinoma, Squamous Cell/pathology
- Carcinoma, Squamous Cell/therapy
- Cohort Studies
- Female
- Follow-Up Studies
- Gene Expression Profiling
- Gene Expression Regulation, Neoplastic
- Humans
- Lung Neoplasms/genetics
- Lung Neoplasms/pathology
- Lung Neoplasms/therapy
- Male
- Middle Aged
- Neoplasm Recurrence, Local/genetics
- Neoplasm Recurrence, Local/pathology
- Neoplasm Recurrence, Local/therapy
- Neoplasm Staging
- Prognosis
- Survival Rate
Collapse
Affiliation(s)
- Rintaro Noro
- Laboratory of Human Carcinogenesis, National Cancer Institute Center for Cancer Research, National Institutes of Health, Bethesda, Maryland
| | - Teruhide Ishigame
- Laboratory of Human Carcinogenesis, National Cancer Institute Center for Cancer Research, National Institutes of Health, Bethesda, Maryland
| | - Naomi Walsh
- Laboratory of Human Carcinogenesis, National Cancer Institute Center for Cancer Research, National Institutes of Health, Bethesda, Maryland; Cancer Prevention Fellowship Program, Division of Cancer Prevention, National Cancer Institute, Bethesda, Maryland
| | - Kouya Shiraishi
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Ana I Robles
- Laboratory of Human Carcinogenesis, National Cancer Institute Center for Cancer Research, National Institutes of Health, Bethesda, Maryland
| | - Bríd M Ryan
- Laboratory of Human Carcinogenesis, National Cancer Institute Center for Cancer Research, National Institutes of Health, Bethesda, Maryland
| | - Aaron J Schetter
- Laboratory of Human Carcinogenesis, National Cancer Institute Center for Cancer Research, National Institutes of Health, Bethesda, Maryland
| | - Elise D Bowman
- Laboratory of Human Carcinogenesis, National Cancer Institute Center for Cancer Research, National Institutes of Health, Bethesda, Maryland
| | - Judith A Welsh
- Laboratory of Human Carcinogenesis, National Cancer Institute Center for Cancer Research, National Institutes of Health, Bethesda, Maryland
| | - Masahiro Seike
- Department of Pulmonary Medicine and Oncology, Graduate School of Medicine, Nippon Medical School, Tokyo, Japan
| | - Akihiko Gemma
- Department of Pulmonary Medicine and Oncology, Graduate School of Medicine, Nippon Medical School, Tokyo, Japan
| | - Vidar Skaug
- Department of Chemical and Biological Working Environment, National Institute of Occupational Health, Oslo, Norway
| | - Steen Mollerup
- Department of Chemical and Biological Working Environment, National Institute of Occupational Health, Oslo, Norway
| | - Aage Haugen
- Department of Chemical and Biological Working Environment, National Institute of Occupational Health, Oslo, Norway
| | - Jun Yokota
- Genomics and Epigenomics of Cancer Prediction Program, Institute of Predictive and Personalized Medicine of Cancer, Barcelona, Spain
| | - Takashi Kohno
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Curtis C Harris
- Laboratory of Human Carcinogenesis, National Cancer Institute Center for Cancer Research, National Institutes of Health, Bethesda, Maryland.
| |
Collapse
|
178
|
Staging, Tumor Profile, and Prognostic Groups in Lung Cancer or the New Tower of Babel. J Thorac Oncol 2016; 11:1201-1203. [DOI: 10.1016/j.jtho.2016.04.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Revised: 04/04/2016] [Accepted: 04/25/2016] [Indexed: 12/25/2022]
|
179
|
Huang Y, Liu Z, He L, Chen X, Pan D, Ma Z, Liang C, Tian J, Liang C. Radiomics Signature: A Potential Biomarker for the Prediction of Disease-Free Survival in Early-Stage (I or II) Non-Small Cell Lung Cancer. Radiology 2016; 281:947-957. [PMID: 27347764 DOI: 10.1148/radiol.2016152234] [Citation(s) in RCA: 548] [Impact Index Per Article: 60.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Purpose To develop a radiomics signature to estimate disease-free survival (DFS) in patients with early-stage (stage I-II) non-small cell lung cancer (NSCLC) and assess its incremental value to the traditional staging system and clinical-pathologic risk factors for individual DFS estimation. Materials and Methods Ethical approval by the institutional review board was obtained for this retrospective analysis, and the need to obtain informed consent was waived. This study consisted of 282 consecutive patients with stage IA-IIB NSCLC. A radiomics signature was generated by using the least absolute shrinkage and selection operator, or LASSO, Cox regression model. Association between the radiomics signature and DFS was explored. Further validation of the radiomics signature as an independent biomarker was performed by using multivariate Cox regression. A radiomics nomogram with the radiomics signature incorporated was constructed to demonstrate the incremental value of the radiomics signature to the traditional staging system and other clinical-pathologic risk factors for individualized DFS estimation, which was then assessed with respect to calibration, discrimination, reclassification, and clinical usefulness. Results The radiomics signature was significantly associated with DFS, independent of clinical-pathologic risk factors. Incorporating the radiomics signature into the radiomics-based nomogram resulted in better performance (P < .0001) for the estimation of DFS (C-index: 0.72; 95% confidence interval [CI]: 0.71, 0.73) than with the clinical-pathologic nomogram (C-index: 0.691; 95% CI: 0.68, 0.70), as well as a better calibration and improved accuracy of the classification of survival outcomes (net reclassification improvement: 0.182; 95% CI: 0.02, 0.31; P = .02). Decision curve analysis demonstrated that in terms of clinical usefulness, the radiomics nomogram outperformed the traditional staging system and the clinical-pathologic nomogram. Conclusion The radiomics signature is an independent biomarker for the estimation of DFS in patients with early-stage NSCLC. Combination of the radiomics signature, traditional staging system, and other clinical-pathologic risk factors performed better for individualized DFS estimation in patients with early-stage NSCLC, which might enable a step forward precise medicine. © RSNA, 2016 Online supplemental material is available for this article.
Collapse
Affiliation(s)
- Yanqi Huang
- From the Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou 510080, China (Y.H., Z.L., L.H., D.P., Z.M., Cuishan Liang, Changhong Liang); Graduate College, Southern Medical University, Guangzhou, China (Y.H., Z.M., Cuishan Liang); School of Medicine, South China University of Technology, Guangzhou, Guangdong, China (L.H.); Department of Radiology, the Affiliated Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China (X.C.); Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China (J.T.)
| | - Zaiyi Liu
- From the Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou 510080, China (Y.H., Z.L., L.H., D.P., Z.M., Cuishan Liang, Changhong Liang); Graduate College, Southern Medical University, Guangzhou, China (Y.H., Z.M., Cuishan Liang); School of Medicine, South China University of Technology, Guangzhou, Guangdong, China (L.H.); Department of Radiology, the Affiliated Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China (X.C.); Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China (J.T.)
| | - Lan He
- From the Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou 510080, China (Y.H., Z.L., L.H., D.P., Z.M., Cuishan Liang, Changhong Liang); Graduate College, Southern Medical University, Guangzhou, China (Y.H., Z.M., Cuishan Liang); School of Medicine, South China University of Technology, Guangzhou, Guangdong, China (L.H.); Department of Radiology, the Affiliated Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China (X.C.); Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China (J.T.)
| | - Xin Chen
- From the Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou 510080, China (Y.H., Z.L., L.H., D.P., Z.M., Cuishan Liang, Changhong Liang); Graduate College, Southern Medical University, Guangzhou, China (Y.H., Z.M., Cuishan Liang); School of Medicine, South China University of Technology, Guangzhou, Guangdong, China (L.H.); Department of Radiology, the Affiliated Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China (X.C.); Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China (J.T.)
| | - Dan Pan
- From the Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou 510080, China (Y.H., Z.L., L.H., D.P., Z.M., Cuishan Liang, Changhong Liang); Graduate College, Southern Medical University, Guangzhou, China (Y.H., Z.M., Cuishan Liang); School of Medicine, South China University of Technology, Guangzhou, Guangdong, China (L.H.); Department of Radiology, the Affiliated Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China (X.C.); Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China (J.T.)
| | - Zelan Ma
- From the Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou 510080, China (Y.H., Z.L., L.H., D.P., Z.M., Cuishan Liang, Changhong Liang); Graduate College, Southern Medical University, Guangzhou, China (Y.H., Z.M., Cuishan Liang); School of Medicine, South China University of Technology, Guangzhou, Guangdong, China (L.H.); Department of Radiology, the Affiliated Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China (X.C.); Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China (J.T.)
| | - Cuishan Liang
- From the Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou 510080, China (Y.H., Z.L., L.H., D.P., Z.M., Cuishan Liang, Changhong Liang); Graduate College, Southern Medical University, Guangzhou, China (Y.H., Z.M., Cuishan Liang); School of Medicine, South China University of Technology, Guangzhou, Guangdong, China (L.H.); Department of Radiology, the Affiliated Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China (X.C.); Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China (J.T.)
| | - Jie Tian
- From the Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou 510080, China (Y.H., Z.L., L.H., D.P., Z.M., Cuishan Liang, Changhong Liang); Graduate College, Southern Medical University, Guangzhou, China (Y.H., Z.M., Cuishan Liang); School of Medicine, South China University of Technology, Guangzhou, Guangdong, China (L.H.); Department of Radiology, the Affiliated Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China (X.C.); Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China (J.T.)
| | - Changhong Liang
- From the Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou 510080, China (Y.H., Z.L., L.H., D.P., Z.M., Cuishan Liang, Changhong Liang); Graduate College, Southern Medical University, Guangzhou, China (Y.H., Z.M., Cuishan Liang); School of Medicine, South China University of Technology, Guangzhou, Guangdong, China (L.H.); Department of Radiology, the Affiliated Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China (X.C.); Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China (J.T.)
| |
Collapse
|
180
|
Risk Stratification Model for Resected Squamous-Cell Lung Cancer Patients According to Clinical and Pathological Factors. J Thorac Oncol 2016. [PMID: 26200453 DOI: 10.1097/jto.0000000000000628] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
INTRODUCTION The aim of this analysis (AIRC-MFAG project no. 14282) was to define a risk classification for resected squamous-cell lung cancer based on the combination of clinicopathological predictors to provide a practical tool to evaluate patients' prognosis. METHODS Clinicopathological data were retrospectively correlated to disease-free/cancer-specific/overall survival (DFS/CSS/OS) using a Cox model. Individual patient probability was estimated by logistic equation. A continuous score to identify risk classes was derived according to model ratios and dichotomized according to prognosis with receiver operating characteristic analysis. RESULTS Data from 573 patients from five institutions were gathered. Four hundred ninety-four patients were evaluable for clinical analysis (median age: 68 years; male/female: 403/91; T-descriptor according to TNM 7th edition 1-2/3-4: 330/164; nodes 0/>0: 339/155; stages I and II/III and IV: 357/137). At multivariate analysis, age, T-descriptor according to TNM 7th edition, nodes, and grading were independent predictors for DFS and OS; the same factors, except age and grading, predicted CSS. Multivariate model predict individual patient probability with high prognostic accuracy (0.67 for DFS). On the basis of receiver operating characteristic-derived cutoff, a two-class model significantly differentiated low-risk and high-risk patients for 3-year DFS (64.6% and 32.4%, p < 0.0001), CSS (84.4% and 44.5%, p < 0.0001), and OS (77.3% and 38.8%, p < 0.0001). A three-class model separated low-risk, intermediate-risk, and high-risk patients for 3-year DFS (64.6%, 39.8%, and 21.8%, p < 0.0001), CSS (84.4%, 55.4%, and 30.9%, p< 0.0001), and OS (77.3%, 47.9%, and 27.2%, p < 0.0001). CONCLUSIONS A risk stratification model including often adopted clinicopathological parameters accurately separates resected squamous-cell lung cancer patients into different risk classes. The project is currently ongoing to integrate the clinicopathological model with investigational molecular predictors.
Collapse
|
181
|
Yin J, Li Y, Zhao H, Qin Q, Li X, Huang J, Shi Y, Gong S, Liu L, Fu X, Nie S, Wei S. Copy-number variation of MCL1 predicts overall survival of non-small-cell lung cancer in a Southern Chinese population. Cancer Med 2016; 5:2171-9. [PMID: 27264345 PMCID: PMC4898974 DOI: 10.1002/cam4.774] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Revised: 04/24/2016] [Accepted: 04/26/2016] [Indexed: 12/18/2022] Open
Abstract
BCL2L1 and MCL1 are key anti‐apoptotic genes, and critical for cancer progression. The prognostic values of BCL2L1 and MCL1 copy‐number variations (CNVs) in non‐small‐cell lung cancer (NSCLC) remain largely unknown. Somatic CNVs in BCL2L1 and MCL1 genes were tested in tumor tissues from 516 NSCLC patients in southern China; afterward, survival analyses were conducted with overall survival (OS) as outcome. Additionally, the associations between CNVs and mRNA expression levels were explored using data from 986 NSCLC patients in the Cancer Genome Atlas project. It was found that amplifications of BCL2L1 and MCL1 were associated with unfavorable OS of NSCLC, with adjusted hazards ratio of 1.62 (95% confident interval [CI] = 1.10–2.40; P = 0.015) and 1.39 (95% CI = 1.05–1.84; P = 0.020), respectively. Amplifications of MCL1, but not BCL2L1, were related with higher mRNA expression levels of corresponding gene, compared with non‐amplifications (P = 0.005). Interestingly, after incorporating with MCL1 CNV status, clinical variables (age, sex, TNM stage, and surgical approach) showed an improved discriminatory ability to classify OS (area under curve increased from 72.2% to 74.1%; P = 0.042, DeLong's test). Overall, MCL1 CNV might be a prognostic biomarker for NSCLC, and additional investigations are needed to validate our findings.
Collapse
Affiliation(s)
- Jieyun Yin
- Department of Epidemiology and Biostatistics and MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Department of Epidemiology and Biostatistics, School of Public Health, Medical College of Soochow University, 199 Ren-ai Road Industrial Park District, Suzhou, China
| | - Yangkai Li
- Department of Thoracic Surgery, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Hao Zhao
- Department of Social Science and Public Health, School of Basic Medical Science, Jiujiang University, No. 17, Lufeng Road, Jiujiang, 332000, China
| | - Qin Qin
- Department of Epidemiology and Biostatistics and MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaorong Li
- Department of Epidemiology and Biostatistics and MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jiao Huang
- Department of Epidemiology and Biostatistics and MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yun Shi
- Department of Epidemiology and Biostatistics and MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shufang Gong
- Department of Thoracic Surgery, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Li Liu
- Department of Epidemiology and Biostatistics and MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiangning Fu
- Department of Thoracic Surgery, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Shaofa Nie
- Department of Epidemiology and Biostatistics and MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Sheng Wei
- Department of Epidemiology and Biostatistics and MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| |
Collapse
|
182
|
Bott MJ, Patel AP, Verma V, Crabtree TD, Morgensztern D, Robinson CG, Colditz GA, Waqar S, Kreisel D, Krupnick AS, Patterson GA, Broderick S, Meyers BF, Puri V. Patterns of care in hilar node-positive (N1) non-small cell lung cancer: A missed treatment opportunity? J Thorac Cardiovasc Surg 2016; 151:1549-1558.e2. [PMID: 27207124 PMCID: PMC4876013 DOI: 10.1016/j.jtcvs.2016.01.058] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Revised: 12/17/2015] [Accepted: 01/27/2016] [Indexed: 12/25/2022]
Abstract
BACKGROUND For patients with non-small cell lung cancer (NSCLC) metastatic to hilar lymph nodes (N1), guidelines recommend surgery and adjuvant chemotherapy in operable patients and chemoradiation (CRT) for those deemed inoperable. It is unclear how these recommendations are applied nationally, however. METHODS The National Cancer Database was queried to identify patients with a tumor <7 cm (T1/T2) with clinically positive N1 nodes. Patients undergoing CRT (comprising chemotherapy and radiation >45 Gy) or surgical resection were considered adequately treated. Remaining patients were classified as receiving inadequate or no treatment. RESULTS Of the 20,366 patients who met the study criteria, 63% underwent adequate treatment (48% surgical resection, 15% CRT). The remainder received inadequate treatment (23%) or no treatment (14%). In univariate analysis, the patients receiving inadequate or no treatment were older, tended to be non-Caucasian, had a lower income, and had a higher comorbidity score. Patients undergoing adequate treatment had improved overall survival (OS) compared with those receiving inadequate or no treatment (median OS, 34.0 months vs 11.7 months; P < .001). Of those receiving adequate treatment, logistic regression identified several variables associated with surgical resection, including treatment at an academic facility, Caucasian race, and annual income >$35,000. Increasing age and T2 stage were associated with nonoperative management. Following propensity score matching of 2308 patient pairs undergoing surgery or CRT, resection was associated with longer median OS (34.1 months vs 22.0 months; P < .001). CONCLUSIONS Despite the established guidelines, many patients with T1-2N1 NSCLC do not receive adequate treatment. Surgery is associated with prolonged survival in selected patients. Surgical input in the multidisciplinary evaluation of these patients should be mandatory.
Collapse
Affiliation(s)
- Matthew J Bott
- Division of Cardiothoracic Surgery, Department of Surgery, Washington University School of Medicine, St Louis, Mo
| | - Aalok P Patel
- Division of Cardiothoracic Surgery, Department of Surgery, Washington University School of Medicine, St Louis, Mo
| | - Vivek Verma
- Department of Radiation Oncology, University of Nebraska Medical Center, Omaha, Neb
| | - Traves D Crabtree
- Division of Cardiothoracic Surgery, Department of Surgery, Washington University School of Medicine, St Louis, Mo
| | - Daniel Morgensztern
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St Louis, Mo
| | - Clifford G Robinson
- Department of Radiation Oncology, Washington University School of Medicine, St Louis, Mo
| | - Graham A Colditz
- Division of Cardiothoracic Surgery, Department of Surgery, Washington University School of Medicine, St Louis, Mo
| | - Saiama Waqar
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St Louis, Mo
| | - Daniel Kreisel
- Division of Cardiothoracic Surgery, Department of Surgery, Washington University School of Medicine, St Louis, Mo
| | - A Sasha Krupnick
- Division of Cardiothoracic Surgery, Department of Surgery, Washington University School of Medicine, St Louis, Mo
| | - G Alexander Patterson
- Division of Cardiothoracic Surgery, Department of Surgery, Washington University School of Medicine, St Louis, Mo
| | - Stephen Broderick
- Division of Cardiothoracic Surgery, Department of Surgery, Washington University School of Medicine, St Louis, Mo
| | - Bryan F Meyers
- Division of Cardiothoracic Surgery, Department of Surgery, Washington University School of Medicine, St Louis, Mo
| | - Varun Puri
- Division of Cardiothoracic Surgery, Department of Surgery, Washington University School of Medicine, St Louis, Mo.
| |
Collapse
|
183
|
Functional FLT1 Genetic Variation is a Prognostic Factor for Recurrence in Stage I-III Non-Small-Cell Lung Cancer. J Thorac Oncol 2016; 10:1067-75. [PMID: 26134224 DOI: 10.1097/jto.0000000000000549] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND We propose that single-nucleotide polymorphisms (SNPs) in genes of the vascular endothelial growth factor pathway of angiogenesis will associate with survival in non-small-cell lung cancer (NSCLC) patients. METHODS Fifty-three SNPs in vascular endothelial growth factor-pathway genes were genotyped in 150 European stage I-III NSCLC patients and tested for associations with patient survival. Replication was performed in an independent cohort of 142 European stage I-III patients. Reporter gene assays were used to assess the effects of SNPs on transcriptional activity. RESULTS In the initial cohort, five SNPs associated (q < 0.05) with relapse-free survival (RFS). The minor alleles of intronic FLT1 SNPs, rs7996030 and rs9582036, associated with reduced RFS (hazard ratio [HR] = 1.67 [95% confidence interval, CI, 1.22-2.29] and HR = 1.51 [95% CI, 1.14-2.01], respectively) and reduced transcriptional activity. The minor alleles of intronic KRAS SNPs, rs12813551 and rs10505980, associated with increased RFS (HR = 0.64 [0.46-0.87] and HR = 0.64 [0.47-0.87], respectively), and the minor allelic variant of rs12813551 also reduced transcriptional activity. Lastly, the minor allele of the intronic KRAS SNP rs10842513 associated with reduced RFS (HR = 1.65 [95% CI, 1.16-2.37]). Analysis of the functional variants suggests they are located in transcriptional enhancer elements. The negative effect of rs9582036 on RFS was confirmed in the replication cohort (HR = 1.69 [0.99-2.89], p = 0.028), and the association was significant in pooled analysis of both cohorts (HR = 1.67 [1.21-2.30], p = 0.0001). CONCLUSIONS The functional FLT1 variant rs9582036 is a prognostic determinant of recurrence in stage I-III NSCLC. Its predictive value should be tested in the adjuvant setting of stage I-III NSCLC.
Collapse
|
184
|
An Integrated Prognostic Classifier for Stage I Lung Adenocarcinoma Based on mRNA, microRNA, and DNA Methylation Biomarkers. J Thorac Oncol 2016; 10:1037-48. [PMID: 26134223 DOI: 10.1097/jto.0000000000000560] [Citation(s) in RCA: 96] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
INTRODUCTION Up to 30% stage I lung cancer patients suffer recurrence within 5 years of curative surgery. We sought to improve existing protein-coding gene and microRNA expression prognostic classifiers by incorporating epigenetic biomarkers. METHODS Genome-wide screening of DNA methylation and pyrosequencing analysis of HOXA9 promoter methylation were performed in two independently collected cohorts of stage I lung adenocarcinoma. The prognostic value of HOXA9 promoter methylation alone and in combination with mRNA and miRNA biomarkers was assessed by Cox regression and Kaplan-Meier survival analysis in both cohorts. RESULTS Promoters of genes marked by polycomb in embryonic stem cells were methylated de novo in tumors and identified patients with poor prognosis. The HOXA9 locus was methylated de novo in stage I tumors (p < 0.0005). High HOXA9 promoter methylation was associated with worse cancer-specific survival (hazard ratio [HR], 2.6; p = 0.02) and recurrence-free survival (HR, 3.0; p = 0.01), and identified high-risk patients in stratified analysis of stages IA and IB. Four protein-coding gene (XPO1, BRCA1, HIF1α, and DLC1), miR-21 expression, and HOXA9 promoter methylation were each independently associated with outcome (HR, 2.8; p = 0.002; HR, 2.3; p = 0.01; and HR, 2.4; p = 0.005, respectively), and when combined, identified high-risk, therapy naive, stage I patients (HR, 10.2; p = 3 × 10). All associations were confirmed in two independently collected cohorts. CONCLUSION A prognostic classifier comprising three types of genomic and epigenomic data may help guide the postoperative management of stage I lung cancer patients at high risk of recurrence.
Collapse
|
185
|
Ritchie AJ, Sanghera C, Jacobs C, Zhang W, Mayo J, Schmidt H, Gingras M, Pasian S, Stewart L, Tsai S, Manos D, Seely JM, Burrowes P, Bhatia R, Atkar-Khattra S, van Ginneken B, Tammemagi M, Tsao MS, Lam S. Computer Vision Tool and Technician as First Reader of Lung Cancer Screening CT Scans. J Thorac Oncol 2016; 11:709-717. [DOI: 10.1016/j.jtho.2016.01.021] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Revised: 01/15/2016] [Accepted: 01/27/2016] [Indexed: 10/22/2022]
|
186
|
Li S, Lai Y, Fan J, Shen C, Che G. Clinicopathological and prognostic significance of Nestin expression in patients with non-small cell lung cancer: a systematic review and meta-analysis. Clin Exp Med 2016; 17:161-174. [PMID: 27099933 DOI: 10.1007/s10238-016-0421-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Accepted: 04/09/2016] [Indexed: 02/07/2023]
Abstract
Latest evidence indicates that Nestin expression may be associated with the high malignancy and poor prognosis of non-small cell lung cancer (NSCLC), but a relevant consensus has not been reached until now. Therefore, we conducted this meta-analysis to evaluate the clinicopathological and prognostic significance of Nestin expression in patients with NSCLC. We searched PubMed, EMBASE and the Web of Science for eligible full-text articles. Odds ratio (OR) and hazard ratio (HR) with 95 % confidence interval (95 % CI) severed as the summarized statistics. Q-test and I 2-statistic were applied to evaluate the heterogeneity, and sensitivity analysis was conducted for adjustments. Publication bias was detected by Begg's test and Egger's test. Finally, eight eligible articles with 834 NSCLC cases were included. Nestin expression was found to be significantly associated with the unfavorable outcomes of differentiation degree (OR: 2.47; 95 % CI 1.61-3.79; P < 0.001), lymphatic metastasis (OR: 2.45; 95 % CI 1.41-4.25; P = 0.001), TNM stage (OR: 1.73; 95 % CI 1.07-2.79; P = 0.025) and tumor size (OR: 2.68; 95 % CI 1.20-5.98; P = 0.016), but not associated with gender, age, smoking status and NSCLC subtypes. Nestin expression could significantly predict the lower overall survival of NSCLC (HR: 2.41; 95 % CI 1.72-3.38; P < 0.001). The prognostic value of Nestin remained statistically reliable in the subgroups stratified by statistical analysis, patients' origins and follow-up periods, but not significant in patients with squamous cell carcinoma. In conclusion, Nestin expression may be an independent predictor for the poor prognosis and clinicopathological characteristics of NSCLC. Further studies are necessary to validate our discoveries.
Collapse
Affiliation(s)
- Shuangjiang Li
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Guoxue Alley No. 37, Chengdu, China
| | - Yutian Lai
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Guoxue Alley No. 37, Chengdu, China
| | - Jun Fan
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Guoxue Alley No. 37, Chengdu, China
| | - Cheng Shen
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Guoxue Alley No. 37, Chengdu, China
| | - Guowei Che
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Guoxue Alley No. 37, Chengdu, China.
| |
Collapse
|
187
|
Zhu L, Chen S, Ma S, Zhang S. Glasgow prognostic score predicts prognosis of non-small cell lung cancer: a meta-analysis. SPRINGERPLUS 2016; 5:439. [PMID: 27104127 PMCID: PMC4828364 DOI: 10.1186/s40064-016-2093-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Accepted: 04/04/2016] [Indexed: 11/10/2022]
Abstract
OBJECTIVE Glasgow prognostic score (GPS), an inflammation-based scoring system, has been evaluated in various cancers. However, its clinical significance remains unclear in non-small cell lung cancer (NSCLC). Therefore, it is necessary to conduct a meta-analysis to explore the prognostic value of GPS in NSCLC patients. METHODS A quantitative meta-analysis was performed through a systematic search in PubMed, Web of Science, and the Cochrane Library. The pooled hazard ratios (HRs) of overall survival (OS) were calculated and compared. RESULTS A total of 12 studies comprising 2669 patients were included in this meta-analysis. Compared with GPS 0 group, patients in GPS 1-2 group exhibited a reduced OS with a pooled HR of 1.89 (95 % CI 1.57-2.27, p < 0.001; I (2) = 54 %). Six studies had sufficient data to calculate HRs of OS for GPS 1 and GPS 2 groups. Analysis revealed that GPS 2 group had a statistically significant reduced OS compared with GPS 1 group with a pooled HR of 1.87 (95 % CI 1.18-2.97, p = 0.008; I (2) = 72 %). Study type (retrospective vs. prospective) and disease stage could partially explain the heterogeneity of each study by subgroup analysis. CONCLUSION Pretreatment GPS could serve as a simple and reliable prognosis predictor for NSCLC. More well-designed studies that consider GPS as a stratification factor are warranted.
Collapse
Affiliation(s)
- Lucheng Zhu
- Affiliated Hangzhou Hospital of Nanjing Medical University, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006 People's Republic of China.,Hangzhou First People's Hospital, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006 People's Republic of China.,Hangzhou Cancer Hospital, Hangzhou, 310006 People's Republic of China
| | - Sumei Chen
- Affiliated Hangzhou First People's Hospital of Zhejiang Chinese Medical University, Hangzhou, 310006 People's Republic of China.,Hangzhou Cancer Hospital, Hangzhou, 310006 People's Republic of China
| | - Shenglin Ma
- Affiliated Hangzhou Hospital of Nanjing Medical University, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006 People's Republic of China.,Hangzhou First People's Hospital, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006 People's Republic of China.,Affiliated Hangzhou First People's Hospital of Zhejiang Chinese Medical University, Hangzhou, 310006 People's Republic of China
| | - Shirong Zhang
- Affiliated Hangzhou Hospital of Nanjing Medical University, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006 People's Republic of China.,Hangzhou First People's Hospital, No. 261, Huansha Road, Shangcheng District, Hangzhou, 310006 People's Republic of China
| |
Collapse
|
188
|
Li D, Qian W, Li RR, Zhang J, Li KE, Wu Y. Correlation between lung neoplasm and serum level of osteopontin: A meta-analysis. Biomed Rep 2016; 4:567-572. [PMID: 27123248 PMCID: PMC4840616 DOI: 10.3892/br.2016.619] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Accepted: 02/29/2016] [Indexed: 12/22/2022] Open
Abstract
The aim of this meta-analysis was to evaluate the clinical significance of serum osteopontin (OPN) levels in lung neoplasm in patients to establish a novel diagnostic score model. Articles were identified by searching the PubMed, Web of Science, Google Scholar, China National Knowledge Infrastructure, and Wang Fang databases. Studies identified were pooled, and the standardized mean difference (SMD) and its corresponding 95% confidence interval (CI) were calculated. Subgroup analyses and publication bias detection were also conducted. Version 12.0 STATA software was used for statistical analysis. A final analysis of 1,327 subjects together (740 patients with lung neoplasms and 587 controls) was performed from 10 clinical case-control studies. The meta-analysis results showed a positive association between serum OPN levels and lung neoplasm (SMD=5.59, 95% CI: 1.85–3.32, P<0.001). The subgroup analysis by ethnicity detected that high levels of serum OPN may be the main risk factor for lung neoplasms in Asians (SMD=1.76, 95% CI: 1.24–2.29, P<0.001), but not in Caucasians (P=0.072). In conclusion, the present meta-analysis indicated that serum OPN levels were generally elevated in lung neoplasm patients, and thus, serum levels of OPN may be useful in diagnosing lung neoplasm in certain population groups.
Collapse
Affiliation(s)
- Dan Li
- Department of Respiratory Medicine, Xuzhou Central Hospital, The Affiliated Xuzhou Hospital of Medical College of Southeast University, Xuzhou, Jiangsu 221009, P.R. China
| | - Wang Qian
- Department of Hematology, Xuzhou Central Hospital, The Affiliated Xuzhou Hospital of Medical College of Southeast University, Xuzhou, Jiangsu 221009, P.R. China
| | - Ruo Ran Li
- Department of Respiratory Medicine, Xuzhou Central Hospital, The Affiliated Xuzhou Hospital of Medical College of Southeast University, Xuzhou, Jiangsu 221009, P.R. China
| | - Jinghao Zhang
- Department of Respiratory Medicine, Xuzhou Central Hospital, The Affiliated Xuzhou Hospital of Medical College of Southeast University, Xuzhou, Jiangsu 221009, P.R. China
| | - K E Li
- Department of Respiratory Medicine, Xuzhou Central Hospital, The Affiliated Xuzhou Hospital of Medical College of Southeast University, Xuzhou, Jiangsu 221009, P.R. China
| | - Yanmin Wu
- Department of Respiratory Medicine, Xuzhou Central Hospital, The Affiliated Xuzhou Hospital of Medical College of Southeast University, Xuzhou, Jiangsu 221009, P.R. China
| |
Collapse
|
189
|
Lovinfosse P, Janvary ZL, Coucke P, Jodogne S, Bernard C, Hatt M, Visvikis D, Jansen N, Duysinx B, Hustinx R. FDG PET/CT texture analysis for predicting the outcome of lung cancer treated by stereotactic body radiation therapy. Eur J Nucl Med Mol Imaging 2016; 43:1453-60. [PMID: 26830299 DOI: 10.1007/s00259-016-3314-8] [Citation(s) in RCA: 91] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Accepted: 01/08/2016] [Indexed: 01/17/2023]
Abstract
INTRODUCTION With (18)F-FDG PET/CT, tumor uptake intensity and heterogeneity have been associated with outcome in several cancers. This study aimed at investigating whether (18)F-FDG uptake intensity, volume or heterogeneity could predict the outcome in patients with non-small cell lung cancers (NSCLC) treated by stereotactic body radiation therapy (SBRT). METHODS Sixty-three patients with NSCLC treated by SBRT underwent a (18)F-FDG PET/CT before treatment. Maximum and mean standard uptake value (SUVmax and SUVmean), metabolic tumoral volume (MTV), total lesion glycolysis (TLG), as well as 13 global, local and regional textural features were analysed. The predictive value of these parameters, along with clinical features, was assessed using univariate and multivariate analysis for overall survival (OS), disease-specific survival (DSS) and disease-free survival (DFS). Cutoff values were obtained using logistic regression analysis, and survivals were compared using Kaplan-Meier analysis. RESULTS The median follow-up period was 27.1 months for the entire cohort and 32.1 months for the surviving patients. At the end of the study, 25 patients had local and/or distant recurrence including 12 who died because of the cancer progression. None of the clinical variables was predictive of the outcome, except age, which was associated with DFS (HR 1.1, P = 0.002). None of the (18)F-FDG PET/CT or clinical parameters, except gender, were associated with OS. The univariate analysis showed that only dissimilarity (D) was associated with DSS (HR = 0.822, P = 0.037), and that several metabolic measurements were associated with DFS. In multivariate analysis, only dissimilarity was significantly associated with DSS (HR = 0.822, P = 0.037) and with DFS (HR = 0.834, P < 0.01). CONCLUSION The textural feature dissimilarity measured on the baseline (18)F-FDG PET/CT appears to be a strong independent predictor of the outcome in patients with NSCLC treated by SBRT. This may help selecting patients who may benefit from closer monitoring and therapeutic optimization.
Collapse
Affiliation(s)
- Pierre Lovinfosse
- Department of Medical Physics, Division of Nuclear Medicine and Oncological Imaging, CHU University of Liège, B35 Domaine Universitaire du Sart Tilman, 4000, Liege, Belgium.
| | - Zsolt Levente Janvary
- Department of Medical Physics, Division of Radiation Oncology, CHU and University of Liège, Liège, Belgium
| | - Philippe Coucke
- Department of Medical Physics, Division of Radiation Oncology, CHU and University of Liège, Liège, Belgium
| | | | - Claire Bernard
- Department of Medical Physics, Division of Nuclear Medicine and Oncological Imaging, CHU University of Liège, B35 Domaine Universitaire du Sart Tilman, 4000, Liege, Belgium
| | | | | | - Nicolas Jansen
- Department of Medical Physics, Division of Radiation Oncology, CHU and University of Liège, Liège, Belgium
| | | | - Roland Hustinx
- Department of Medical Physics, Division of Nuclear Medicine and Oncological Imaging, CHU University of Liège, B35 Domaine Universitaire du Sart Tilman, 4000, Liege, Belgium
| |
Collapse
|
190
|
Hochhegger B, Alves GRT, Irion KL, Fritscher CC, Fritscher LG, Concatto NH, Marchiori E. PET/CT imaging in lung cancer: indications and findings. J Bras Pneumol 2016; 41:264-74. [PMID: 26176525 PMCID: PMC4541763 DOI: 10.1590/s1806-37132015000004479] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2014] [Accepted: 02/27/2015] [Indexed: 12/25/2022] Open
Abstract
The use of PET/CT imaging in the work-up and management of patients with lung cancer has greatly increased in recent decades. The ability to combine functional and anatomical information has equipped PET/CT to look into various aspects of lung cancer, allowing more precise disease staging and providing useful data during the characterization of indeterminate pulmonary nodules. In addition, the accuracy of PET/CT has been shown to be greater than is that of conventional modalities in some scenarios, making PET/CT a valuable noninvasive method for the investigation of lung cancer. However, the interpretation of PET/CT findings presents numerous pitfalls and potential confounders. Therefore, it is imperative for pulmonologists and radiologists to familiarize themselves with the most relevant indications for and limitations of PET/CT, seeking to protect their patients from unnecessary radiation exposure and inappropriate treatment. This review article aimed to summarize the basic principles, indications, cancer staging considerations, and future applications related to the use of PET/CT in lung cancer.
Collapse
Affiliation(s)
| | | | - Klaus Loureiro Irion
- Radiology Department, Royal Liverpool and Broadgreen University Hospital, Liverpool, United Kingdom
| | | | | | | | - Edson Marchiori
- Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| |
Collapse
|
191
|
Zheng Y, Bueno R. Commercially available prognostic molecular models in early-stage lung cancer: a review of the Pervenio Lung RS and Myriad myPlan Lung Cancer tests. Expert Rev Mol Diagn 2016; 15:589-96. [PMID: 25896578 DOI: 10.1586/14737159.2015.1028371] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Lung cancer is the most common cause of cancer death in the USA. Patients with early-stage non-small-cell lung cancer have a 5-year survival of approximately 70%. Effective, accurate and clinically relevant prognostic tests are needed to determine which patients are at high risk of disease-specific mortality after surgical resection. Currently, there are two commercially available prognostic tests based on differential gene expression for this purpose: the Myriad myPlan™ Lung Cancer and Pervenio™ Lung RS tests. One stratifies patients into two risk groups and the other into three risk groups. Both have been validated in independent patient cohorts and neither has yet been demonstrated to improve survival. These tests have the potential to risk-stratify which patients with early-stage lung cancer will have a higher likelihood of disease recurrence after surgical resection and may benefit from adjuvant treatment.
Collapse
Affiliation(s)
- Yifan Zheng
- Department of Surgery, Division of Thoracic Surgery, Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115, USA
| | | |
Collapse
|
192
|
Gadgeel SM. Personalized Therapy of Non-small Cell Lung Cancer (NSCLC). ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 890:203-22. [PMID: 26703806 DOI: 10.1007/978-3-319-24932-2_11] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Lung cancer remains the most common cause of cancer related deaths in both men and women in the United States and non-small cell lung cancer (NSCLC) accounts for over 85 % of all lung cancers. Survival of these patients has not significantly altered in over 30 years. This chapter initially discusses the clinical presentation of lung cancer patients. Most patients diagnosed with lung cancer due to symptoms have advanced stage cancer. Once diagnosed, lung cancer patients need imaging studies to assess the stage of the disease before decisions regarding therapy are finalized. The most important prognostic factors are stage of the disease and performance status and these factors also determine therapy. The chapter subsequently discusses management of each stage of the disease and the impact of several pathologic, clinical factors in personalizing therapy for each individual patient. Transition from chemotherapy for every patient to a more personalized approach based on histology and molecular markers has occurred in the management of advanced stage NSCLC. It is expected that such a personalized approach will extend to all stages of NSCLC and will likely improve the outcomes of all NSCLC patients.
Collapse
Affiliation(s)
- Shirish M Gadgeel
- Karmanos Cancer Institute, Wayne State University, 4100 John R, 4, HWCRC, Detroit, MI, 48201, USA.
| |
Collapse
|
193
|
Koo HJ, Xu H, Choi CM, Song JS, Kim HR, Lee JB, Kim MY. Preoperative CT Predicting Recurrence of Surgically Resected Adenocarcinoma of the Lung. Medicine (Baltimore) 2016; 95:e2513. [PMID: 26765471 PMCID: PMC4718297 DOI: 10.1097/md.0000000000002513] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Pathologic lymphovascular invasion (LVI) has been shown to be related to tumor recurrence in lung adenocarcinoma (ADC). We investigated preoperative computed tomography (CT) findings that may be related to pathologic LVI and recurrence of surgically managed stage I-II ADC of the lung.Consecutive patients (n = 275) with ADC from January 2013 to December 2013 were retrospectively enrolled. Two independent chest radiologists analyzed the CT findings. Clinical, CT (stage, margin, pleural tag, axial location, and peritumoral interstitial thickening), and pathologic findings (stage, % lepidic growth, and LVI) were reviewed. Cox proportional hazard regression analysis was used to estimate the hazard ratios (HRs) for patients with (n = 34) and without (n = 241) recurrence.The κ index for agreement on the CT findings between radiologists was 0.705 to 0.845. In univariate analysis, % lepidic growth (P = 0.006), LVI (P < 0.001), size (P < 0.001), and staging (P = 0.011) differentiated significantly between patients with and without recurrence. Long diameter (P < 0.001), mass type (P < 0.001), marginal lobulation (P = 0.020), central location (P < 0.001), and peritumoral interstitial thickening (P < 0.001) were significantly related to recurrence on CT. Peritumoral interstitial thickening was positively correlated with tumor size (P < 0.001), LVI (P < 0.001), N staging (P = 0.005), stage (P < 0.001), mass type (P < 0.001), and recurrence (P = 0.003). In multivariate analysis, size (HR, 1.052; 95% CI, 1.022-1.082; P < 0.001), central location (HR, 3.152; 1.387-7.166; P = 0.006), and LVI (HR, 2.153, 95% CI, 1.038-4.465; P = 0.039) were independent predictors of recurrence.Large, centrally located tumors with LVI tend to recur after surgery. Presence of peritumoral interstitial thickening on CT appears to predict pathologic LVI and recurrence.
Collapse
Affiliation(s)
- Hyun Jung Koo
- From the the Department of Radiology and Research Institute of Radiology (HJK, HX, MYK), Department of Oncology (C-MC), Pulmonary and Critical Care Medicine (C-MC), Department of Pathology (JSS), Thoracic and Cardiovascular Surgery (HRK), and Clinical Epidemiology and Biostatistics (JBL), University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea; and Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China (HX)
| | | | | | | | | | | | | |
Collapse
|
194
|
The IASLC lung cancer staging project: the new database to inform the eighth edition of the TNM classification of lung cancer. J Thorac Oncol 2015; 9:1618-24. [PMID: 25436796 DOI: 10.1097/jto.0000000000000334] [Citation(s) in RCA: 250] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The analyses of the retrospective database of the International Association for the Study of Lung Cancer (IASLC), consisting of more than 81,000 evaluable patients diagnosed with lung cancer between 1990 and 2000, formed the basis of recommendations to the Union for International Cancer Control and the American Joint Committee on Cancer for the revision of the sixth edition of the tumor, node, and metastasis (TNM) classification of lung cancer. However, despite the large number of patients, not all descriptors could be validated. This prompted a new collection of retrospective and prospective data to overcome the limitations of the original retrospective database. The new IASLC database has information on 94,708 new patients diagnosed of lung cancer between 1999 and 2010. They originated from 35 sources in 16 countries, and 4,667 were submitted via the online electronic data capture system. Europe contributed 46,560 patients, Asia: 41,705, North America: 4,660, Australia: 1,593, and South America: 190. After exclusions, 77,156 (70,967 with nonsmall cell lung cancer and 6,189 with small cell lung cancer) remained for analysis. This database will be analyzed according to established objectives for the T, the N, and the M components to inform the eighth edition of the TNM classification of lung cancer due to be published in 2016. The IASLC hopes for the continuing contribution of our partners around the world to improve the classification of anatomical extent of disease, but also to create prognostic groups in a parallel project of the IASLC Staging and Prognostic Factors Committee.
Collapse
|
195
|
The prognostic influence of tumor infiltrating Foxp3(+)CD4(+), CD4(+) and CD8(+) T cells in resected non-small cell lung cancer. JOURNAL OF INFLAMMATION-LONDON 2015; 12:63. [PMID: 26604855 PMCID: PMC4657296 DOI: 10.1186/s12950-015-0108-x] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2015] [Accepted: 11/17/2015] [Indexed: 11/10/2022]
Abstract
Background Different subsets of tumor infiltrating T lymphocytes are believed to play essential role in the immune response to cancer cells. The data of these cells in NSCLC are relatively rare and controversial therefore we aimed to evaluate the infiltration patterns of Foxp3 + CD4+, CD4+ and CD8+ T cells in NSCLC and to analyze their relations to survival. Methods Lung tissue specimens from 80 newly diagnosed and untreated patients who underwent surgery for NSCLC (stages I-III), and 16 control group subjects, who underwent surgery due to recurrent spontaneous pneumothorax, were analyzed. Foxp3 + CD4+, CD4+ and CD8+ T cells in tumor stroma and islets were evaluated immunohistochemically. All statistical analyses were performed using the Statistical Package for the Social Sciences (SPSS), version 20.0. Results Tumor infiltrating CD4+, CD8+ T cells were associated with neither overall survival nor disease-free survival. The presence of high tumor stroma infiltrating Foxp3 + CD4+ T cells was independently associated with improved NSCLC patients overall survival (P < 0.05). Conclusions Our study demonstrated that tumor infiltrating Foxp3 + CD4+ T cells are associated with improved NSCLC patients' survival. In addition our findings highlight a tendency of high CD4+/CD8+ and CD8+/Foxp3 + CD4+ T cells ratio in prolonged NSCLC patients' survival.
Collapse
|
196
|
Prognostic factors based on clinicopathological data among the patients with resected peripheral squamous cell carcinomas of the lung. J Thorac Oncol 2015; 9:1779-87. [PMID: 25226427 DOI: 10.1097/jto.0000000000000338] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Although the incidence of peripheral squamous cell carcinomas (p-SqCCs) of the lung has increased over recent years, clinicopathological factors influencing prognosis of resected p-SqCCs remain unclear. METHODS We examined 280 patients who underwent complete resection of SqCCs and analyzed the clinicopathological features in relation to their overall survival (OS) and recurrence-free survival (RFS) according to the primary location. RESULTS Multivariate analysis of all stages of p-SqCCs patients revealed that high serum squamous cell carcinoma antigen (SCC) level (OS; p < 0.01, RFS; p < 0.01), vascular invasion (OS; p < 0.01, RFS; p < 0.01), pleural invasion (OS; p = 0.03, RFS; p = 0.01), nodal metastasis (OS; p = 0.02) and complication with lung disease (OS; p < 0.01) were independently unfavorable prognostic factors. Among stage I p-SqCCs patients, high serum SCC level (OS; p < 0.01, RFS; p < 0.01), vascular invasion (RFS; p < 0.01) and pleural invasion (RFS; p = 0.01) were also strongly correlated with poor prognosis independently. When we reevaluated the survival rate, T1 p-SqCCs with high serum SCC level or vascular invasion can be upgraded to T2a. Patients with stage IB had a significantly poorer prognosis than stage IA (5-year RFS; 61.4 % versus 76.6 %, p < 0.05). CONCLUSION High serum SCC level, pleural and vascular invasions were independent poor prognostic factors for completely resected p-SqCCs. T1 p-SqCCs with high serum SCC level or vascular invasion should be upgraded to T2a, which accurately reflect survival status among patients with p-SqCCs.
Collapse
|
197
|
Bortolin MT, Tedeschi R, Bidoli E, Furlan C, Basaglia G, Minatel E, Gobitti C, Franchin G, Trovò M, De Paoli P. Cell-free DNA as a prognostic marker in stage I non-small-cell lung cancer patients undergoing stereotactic body radiotherapy. Biomarkers 2015; 20:422-8. [PMID: 26526078 DOI: 10.3109/1354750x.2015.1094139] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVE To evaluate whether plasma cell-free DNA (cfDNA) was related to clinical outcome in inoperable stage I non-small cell lung cancer (NSCLC) patients undergoing stereotactic body radiotherapy (SBRT). MATERIALS AND METHODS Plasma cfDNA was assessed at baseline, before the last day and 45 days after the end of SBRT, in 22 NSCLC patients. Twenty-two healthy controls were also evaluated. RESULTS Plasma cfDNA was higher in patients than in controls. An association with unfavourable disease-free survival was found for continuous baseline cfDNA increments (HR = 5.9, 95%CI: 1.7-19.8, p = 0.04). CONCLUSION Plasma cfDNA may be a promising prognostic biomarker in high-risk NSCLC patients.
Collapse
Affiliation(s)
- Maria Teresa Bortolin
- a Microbiology-Immunology and Virology Unit, Oncology Reference Center, IRCCS , Aviano (PN) , Italy
| | - Rosamaria Tedeschi
- a Microbiology-Immunology and Virology Unit, Oncology Reference Center, IRCCS , Aviano (PN) , Italy
| | - Ettore Bidoli
- b Epidemiology and Biostatistic Unit, Oncology Reference Center, IRCCS , Aviano (PN) , Italy
| | - Carlo Furlan
- c Medical Radiotherapy Department, Oncology Reference Center, IRCCS , Aviano (PN) , Italy , and
| | - Giancarlo Basaglia
- a Microbiology-Immunology and Virology Unit, Oncology Reference Center, IRCCS , Aviano (PN) , Italy
| | - Emilio Minatel
- c Medical Radiotherapy Department, Oncology Reference Center, IRCCS , Aviano (PN) , Italy , and
| | - Carlo Gobitti
- c Medical Radiotherapy Department, Oncology Reference Center, IRCCS , Aviano (PN) , Italy , and
| | - Giovanni Franchin
- c Medical Radiotherapy Department, Oncology Reference Center, IRCCS , Aviano (PN) , Italy , and
| | - Marco Trovò
- c Medical Radiotherapy Department, Oncology Reference Center, IRCCS , Aviano (PN) , Italy , and
| | - Paolo De Paoli
- d Scientific Directorate, Oncology Reference Center, IRCCS , Aviano (PN) , Italy
| |
Collapse
|
198
|
Wu CY, Fu JY, Wu CF, Hsieh MJ, Liu YH, Wu YC, Yang CT, Tsai YH. Survival Prediction Model Using Clinico-Pathologic Characteristics for Nonsmall Cell Lung Cancer Patients After Curative Resection. Medicine (Baltimore) 2015; 94:e2013. [PMID: 26559298 PMCID: PMC4912292 DOI: 10.1097/md.0000000000002013] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
The current TNM staging system did not provide disease relapse information. The aim of study was try to establish a predictive survival model for disease and overall survival in nonsmall cell lung cancer patients who presented as resectable disease and to develop a reference for follow-up imaging tool selection.From January 2005 to December 2011, 442 patients who initially presented as resectable disease (stages I-IIIa) and received anatomic resection and mediastinal lymph node dissection were included in the study.Medical charts were thoroughly reviewed and clinico-pathologic factors were collected and analyzed.Visceral pleural invasion, tumor size >5 cm, and postoperative adjuvant therapy were identified as risk factors for poorer disease-free survival. The 5-year disease-free survival from score 0 to 3 was 68.7%, 46.6%, 31.9%, and 26.1%, respectively. The disease relapse percentage for scores 0 to 3 were 26.49%, 50.61%, 65.05%, and 73.81%, respectively. For analysis of overall survival, age >60 years, tumor size >3 cm, and total metastatic lymph node ratio >0.05 were correlated to worse overall survival. Because greater age may be correlated with poor general condition, we re-scored risk factors that correlated to disease severity that ranging from 0 to 2. The 5-year overall survival range from score 0 to 2 was 56.3%, 43.1%, and 13.1%, respectively.Poor prognostic factors correlated to disease-free survival were tumor size >5 cm, visceral pleural invasion, and patients needing to receive postoperative adjuvant therapy. Disease-free survival of resectable nonsmall cell lung cancer patients and disease relapse can be stratified by these 3 factors. Chest tomography may be recommended for patients with 1 or more poor disease-free survival risk factors.
Collapse
Affiliation(s)
- Ching-Yang Wu
- From the Division of Thoracic and Cardiovascular Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou; Chang Gung University (C-YW, C-FW, M-JH, Y-HL, Y-CW); Division of Chest and Critical Care, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou; Chang Gung University (J-YF); Division of Chest and Critical Care, Department of Internal Medicine, Change Gung Memorial Hospital, Taoyuan; Chang Gung University (C-TY); and Division of Chest and Critical Care, Department of Internal Medicine, Chang Gung Memorial Hospital, Chiayi; Chang Gung University (Y-HT)
| | | | | | | | | | | | | | | |
Collapse
|
199
|
Validation of a molecular and pathological model for five-year mortality risk in patients with early stage lung adenocarcinoma. J Thorac Oncol 2015; 10:67-73. [PMID: 25396679 PMCID: PMC4272230 DOI: 10.1097/jto.0000000000000365] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Introduction: The aim of this study was to validate a molecular expression signature [cell cycle progression (CCP) score] that identifies patients with a higher risk of cancer-related death after surgical resection of early stage (I-II) lung adenocarcinoma in a large patient cohort and evaluate the effectiveness of combining CCP score and pathological stage for predicting lung cancer mortality. Methods: Formalin-fixed paraffin-embedded surgical tumor samples from 650 patients diagnosed with stage I and II adenocarcinoma who underwent definitive surgical treatment without adjuvant chemotherapy were analyzed for 31 proliferation genes by quantitative real-time polymerase chain reaction. The prognostic discrimination of the expression score was assessed by Cox proportional hazards analysis using 5-year lung cancer-specific death as primary outcome. Results: The CCP score was a significant predictor of lung cancer-specific mortality above clinical covariates [hazard ratio (HR) = 1.46 per interquartile range (95% confidence interval = 1.12–1.90; p = 0.0050)]. The prognostic score, a combination of CCP score and pathological stage, was a more significant indicator of lung cancer mortality risk than pathological stage in the full cohort (HR = 2.01; p = 2.8 × 10−11) and in stage I patients (HR = 1.67; p = 0.00027). Using the 85th percentile of the prognostic score as a threshold, there was a significant difference in lung cancer survival between low-risk and high-risk patient groups (p = 3.8 × 10−7). Conclusions: This study validates the CCP score and the prognostic score as independent predictors of lung cancer death in patients with early stage lung adenocarcinoma treated with surgery alone. Patients with resected stage I lung adenocarcinoma and a high prognostic score may be candidates for adjuvant therapy to reduce cancer-related mortality.
Collapse
|
200
|
Masters GA, Temin S, Azzoli CG, Giaccone G, Baker S, Brahmer JR, Ellis PM, Gajra A, Rackear N, Schiller JH, Smith TJ, Strawn JR, Trent D, Johnson DH. Systemic Therapy for Stage IV Non-Small-Cell Lung Cancer: American Society of Clinical Oncology Clinical Practice Guideline Update. J Clin Oncol 2015; 33:3488-515. [PMID: 26324367 PMCID: PMC5019421 DOI: 10.1200/jco.2015.62.1342] [Citation(s) in RCA: 377] [Impact Index Per Article: 37.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
PURPOSE To provide evidence-based recommendations to update the American Society of Clinical Oncology guideline on systemic therapy for stage IV non-small-cell lung cancer (NSCLC). METHODS An Update Committee of the American Society of Clinical Oncology NSCLC Expert Panel based recommendations on a systematic review of randomized controlled trials from January 2007 to February 2014. RESULTS This guideline update reflects changes in evidence since the previous guideline. RECOMMENDATIONS There is no cure for patients with stage IV NSCLC. For patients with performance status (PS) 0 to 1 (and appropriate patient cases with PS 2) and without an EGFR-sensitizing mutation or ALK gene rearrangement, combination cytotoxic chemotherapy is recommended, guided by histology, with early concurrent palliative care. Recommendations for patients in the first-line setting include platinum-doublet therapy for those with PS 0 to 1 (bevacizumab may be added to carboplatin plus paclitaxel if no contraindications); combination or single-agent chemotherapy or palliative care alone for those with PS 2; afatinib, erlotinib, or gefitinib for those with sensitizing EGFR mutations; crizotinib for those with ALK or ROS1 gene rearrangement; and following first-line recommendations or using platinum plus etoposide for those with large-cell neuroendocrine carcinoma. Maintenance therapy includes pemetrexed continuation for patients with stable disease or response to first-line pemetrexed-containing regimens, alternative chemotherapy, or a chemotherapy break. In the second-line setting, recommendations include docetaxel, erlotinib, gefitinib, or pemetrexed for patients with nonsquamous cell carcinoma; docetaxel, erlotinib, or gefitinib for those with squamous cell carcinoma; and chemotherapy or ceritinib for those with ALK rearrangement who experience progression after crizotinib. In the third-line setting, for patients who have not received erlotinib or gefitinib, treatment with erlotinib is recommended. There are insufficient data to recommend routine third-line cytotoxic therapy. Decisions regarding systemic therapy should not be made based on age alone. Additional information can be found at http://www.asco.org/guidelines/nsclc and http://www.asco.org/guidelineswiki.
Collapse
Affiliation(s)
- Gregory A Masters
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - Sarah Temin
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - Christopher G Azzoli
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - Giuseppe Giaccone
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - Sherman Baker
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - Julie R Brahmer
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - Peter M Ellis
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - Ajeet Gajra
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - Nancy Rackear
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - Joan H Schiller
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - Thomas J Smith
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - John R Strawn
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - David Trent
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| | - David H Johnson
- Gregory A. Masters, Helen F. Graham Cancer Center, Newark, DE; Sarah Temin, American Society of Clinical Oncology, Alexandria; Sherman Baker Jr, Virginia Commonwealth University; David Trent, Virginia Cancer Center, Richmond, VA; Christopher G. Azzoli, Massachusetts General Hospital Cancer Center, Boston, MA; Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Washington, DC; Julie R. Brahmer and Thomas J. Smith, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, MD; Peter M. Ellis, Juravinski Cancer Centre, Hamilton, Ontario, Canada; Ajeet Gajra, Upstate Medical University, Syracuse, NY; Nancy Rackear, Uniting Against Lung Cancer, Fort Lauderdale, FL; Joan H. Schiller, University of Texas Southwestern; David H. Johnson, University of Texas Southwestern Medical Center at Dallas, Dallas; and John R. Strawn, patient representative, Houston, TX
| |
Collapse
|