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Kolashov A, Lotfi S, Spillner J, Shoaib M, Almaghrabi S, Hatam N, Haneya A, Zayat R, Khattab MA. Evaluation of myocardial work changes after lung resection-the significance of surgical approach: an echocardiographic comparison between VATS and thoracotomy. Gen Thorac Cardiovasc Surg 2024; 72:542-550. [PMID: 38253974 DOI: 10.1007/s11748-023-02005-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 12/20/2023] [Indexed: 01/24/2024]
Abstract
OBJECTIVE Considering the controversial benefits of video-assisted thoracoscopic surgery (VATS), we intended to evaluate the impact of surgical approach on cardiac function after lung resection using myocardial work analysis. METHODS Echocardiographic data of 48 patients (25 thoracotomy vs. 23 VATS) were retrospectively analyzed. All patients underwent transthoracic echocardiography (TTE) within 2 weeks before and after surgery, including two-dimensional speckle tracking and tissue Doppler imaging. RESULTS No notable changes in left ventricular (LV) function, assessed mainly using the LV global longitudinal strain (GLS), global myocardial work index (GMWI), and global work efficiency (GWE), were observed. Right ventricular (RV) TTE values, including tricuspid annular plane systolic excursion (TAPSE), tricuspid annular systolic velocity (TASV), right ventricular global longitudinal strain (RVGLS), and RV free-wall GLS (RVFWGLS), indicated greater RV function impairment in the thoracotomy group than in the VATS group [TAPSE(mm) 17.90 ± 3.80 vs. 21.00 ± 3.48, p = 0.006; d = 0.84; TASV(cm/s): 12.40 ± 2.90 vs. 14.70 ± 2.40, p = 0.004, d = 0.86; RVGLS(%): - 16.00 ± 4.50 vs. - 19.40 ± 2.30, p = 0.012, d = 0.20; RVFWGLS(%): - 11.50 ± 8.50 vs. - 18.31 ± 5.40, p = 0.009, d = 0.59; respectively]. CONCLUSIONS Unlike RV function, LV function remained preserved after lung resection. The thoracotomy group exhibited greater RV function impairment than did the VATS group. Further studies should evaluate the long-term impact of surgical approach on cardiac function.
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Affiliation(s)
- Alish Kolashov
- Department of Cardiac Surgery, Medical Faculty and RWTH University Hospital Aachen, RWTH Aachen University, Aachen, Germany
| | - Shahram Lotfi
- Department of Cardiac Surgery, Medical Faculty and RWTH University Hospital Aachen, RWTH Aachen University, Aachen, Germany
| | - Jan Spillner
- Department of Thoracic Surgery, Medical Faculty and RWTH University Hospital Aachen, RWTH Aachen University, Aachen, Germany
| | - Mohamed Shoaib
- Department of Cardiac Surgery, Medical Faculty and RWTH University Hospital Aachen, RWTH Aachen University, Aachen, Germany
| | - Saif Almaghrabi
- Department of Cardiology, Maria-Hilf Hospital Daun, Daun, Germany
| | - Nima Hatam
- Department of Cardiac Surgery, Medical Faculty and RWTH University Hospital Aachen, RWTH Aachen University, Aachen, Germany
| | - Assad Haneya
- Department of Cardiothoracic Surgery, Heart Center Trier, Barmherzigen Brüder Hospital Trier, Trier, Germany
| | - Rashad Zayat
- Department of Thoracic Surgery, Medical Faculty and RWTH University Hospital Aachen, RWTH Aachen University, Aachen, Germany.
- Department of Cardiothoracic Surgery, Heart Center Trier, Barmherzigen Brüder Hospital Trier, Trier, Germany.
| | - Mohammad Amen Khattab
- Department of Cardiac Surgery, Medical Faculty and RWTH University Hospital Aachen, RWTH Aachen University, Aachen, Germany
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Jovanoski N, Abogunrin S, Di Maio D, Belleli R, Hudson P, Bhadti S, Jones LG. Systematic Literature Review to Identify Cost and Resource Use Data in Patients with Early-Stage Non-small Cell Lung Cancer (NSCLC). PHARMACOECONOMICS 2023; 41:1437-1452. [PMID: 37389802 PMCID: PMC10570243 DOI: 10.1007/s40273-023-01295-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/11/2023] [Indexed: 07/01/2023]
Abstract
BACKGROUND Approximately 2 million new cases and 1.76 million deaths occur annually due to lung cancer, with the main histological subtype being non-small cell lung cancer (NSCLC). The costs and resource use associated with NSCLC are important considerations to understand the economic impact imposed by the disease on patients, caregivers and healthcare services. OBJECTIVE The objective of this systematic literature review (SLR) is to provide a comprehensive overview of the available direct medical costs, direct non-medical costs, indirect costs, cost drivers and resource use data available for patients with early-stage NSCLC. METHODS Electronic searches were conducted via the Ovid platform in March 2021 and June 2022 and were supplemented by grey literature searches. Eligible patients had early-stage (stage I-III) resectable NSCLC and received treatment in the neoadjuvant or adjuvant setting. There was no restriction on intervention or comparators. Publication date was restricted to 2011 onwards, and English language publications or non-English language publications with an English abstract were of primary interest. Due to the anticipation of many studies meeting the inclusion criteria, analyses were restricted to full publications from countries of primary interest (Australia, Brazil, Canada, China, France, Germany, Italy, Japan, South Korea, Spain, UK and the US) and those with > 200 patients. The Molinier checklist was applied to conduct quality assessment. RESULTS Forty-two full publications met the eligibility criteria and were included in this SLR. Early-stage NSCLC was associated with significant direct medical costs and healthcare utilisation, and the economic burden of the disease increased with its progression. Surgery was the primary cost driver in stage I patients, but as patients progressed to stage II and III, treatments such as chemotherapy and radiotherapy, and inpatient care became the main cost drivers. There was no significant difference in resource use between patients with early-stage disease. However, these data were heavily US-centric and there was a paucity of data relating to direct non-medical and indirect costs associated with early-stage NSCLC. CONCLUSIONS Preventing disease progression for patients with NSCLC could reduce the economic burden of NSCLC on patients, caregivers and healthcare systems. This review provides a comprehensive overview of the available cost and resource use data in this indication, which is important in guiding the decisions of policy makers regarding the allocation of resources. However, it also indicates a need for more studies comparing the economic impact of NSCLC in markets in addition to the US.
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3
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Poomipark N, Chaisin T, Kaulpiboon J. Anti-proliferative, anti-migration, and anti-invasion activity of novel hesperidin glycosides in non-small cell lung cancer A549 cells. Res Pharm Sci 2023; 18:478-488. [PMID: 37842519 PMCID: PMC10568961 DOI: 10.4103/1735-5362.383704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 01/18/2023] [Accepted: 04/05/2023] [Indexed: 10/17/2023] Open
Abstract
Background and purpose Several attempts have been made to synthesize and investigate modified flavonoids to improve their potential anticancer efficacy. This study aimed to determine the in vitro anti-viability, anti-migration, and anti-invasive effects of two novel hesperidin glycosides, hesperidin glucoside (HG1) and hesperidin maltoside (HG2), compared to original hesperidin and diosmin. Experimental approach Inhibitory effects on normal (MRC5) and cancer (A549) cell viability of hesperidin glycosides were investigated by the trypan blue and MTS assays. A scratch assay determined the suppressive effects on cancer cell migration, and inhibition of cancer cell invasion was investigated through Matrigel™. The selectivity index (SI), a marker of cell toxicity, was also determined for A549 relative to MRC5 cells. Findings/Results The cell viability trypan blue and MTS assays showed similar results of the inhibition of A549 cancer cells; HG1 and HG2 had lower IC50 than original hesperidin and diosmin. The SI of HG1 and HG2 was > 2 after 72-h culture. Investigation of cell migration showed that HG1 and HG2 inhibited the ability of gap closure in a time- and dose-dependent manner. The infiltration of the Matrigel™-coated filter by A549 cells was suppressed in the presence of HG1 and HG2. This result implied that HG1 and HG2 could inhibit cancer cell invasion. Conclusion and implication Our results suggest the inhibition of cancer cell migration and invasion in a time- and concentration-related manner with a favorable toxic profile. Moreover, HG1 and HG2 appeared potentially better agents than the original hesperidin for future anticancer development.
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Affiliation(s)
- Natwadee Poomipark
- Protein Research Laboratory, Division of Biochemistry, Department of Pre-Clinical Science, Faculty of Medicine, Thammasat University, Pathumthani 12120, Thailand
| | - Titaporn Chaisin
- Protein Research Laboratory, Division of Biochemistry, Department of Pre-Clinical Science, Faculty of Medicine, Thammasat University, Pathumthani 12120, Thailand
| | - Jarunee Kaulpiboon
- Protein Research Laboratory, Division of Biochemistry, Department of Pre-Clinical Science, Faculty of Medicine, Thammasat University, Pathumthani 12120, Thailand
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4
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Wang Q, Zeng A, Zhu M, Song L. Dual inhibition of EGFR‑VEGF: An effective approach to the treatment of advanced non‑small cell lung cancer with EGFR mutation (Review). Int J Oncol 2023; 62:26. [PMID: 36601768 PMCID: PMC9851127 DOI: 10.3892/ijo.2023.5474] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 12/01/2022] [Indexed: 01/04/2023] Open
Abstract
On a global scale, the incidence and mortality rates of lung cancer are gradually increasing year by year. A number of bad habits and environmental factors are associated with lung cancer, including smoking, second‑hand smoke exposure, occupational exposure, respiratory diseases and genetics. At present, low‑dose spiral computed tomography is routinely the first choice in the diagnosis of lung cancer. However, pathological examination is still the gold standard for the diagnosis of lung cancer. Based on the classification and stage of the cancer, treatment options such as surgery, radiotherapy, chemotherapy, targeted therapy and immunotherapy are available. The activation of the EGFR pathway can promote the survival and proliferation of tumor cells, and the VEGF pathway can promote the formation of blood vessels, thereby promoting tumor growth. In non‑small cell lung cancer (NSCLC) with EGFR mutation, EGFR activation can promote tumor growth by promoting VEGF upregulation through a hypoxia‑independent mechanism. The upregulation of VEGF can make tumor cells resistant to EGFR inhibitors. In addition, the expression of the VEGF signal is also affected by other factors. Therefore, the use of a single EGFR inhibitor cannot completely inhibit the expression of the VEGF signal. In order to overcome this problem, the combination of VEGF inhibitors and EGFR inhibitors has become the method of choice. Dual inhibition can not only overcome the resistance of tumor cells to EGFR inhibitors, but also significantly increase the progression‑free survival time of patients with NSCLC. The present review discusses the associations between the EGFR and VEGF pathways, and the characteristics of dual inhibition of the EGFR‑VEGF pathway.
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Affiliation(s)
- Qian Wang
- School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 611137, P.R. China
| | - Anqi Zeng
- Institute of Translational Pharmacology and Clinical Application, Sichuan Academy of Chinese Medical Science, Chengdu, Sichuan 610041, P.R. China
| | - Min Zhu
- School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 611137, P.R. China,Correspondence to: Dr Linjiang Song or Dr Min Zhu, School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, 1166 Liutai Avenue, Chengdu, Sichuan 611137, P.R. China, E-mail: , E-mail:
| | - Linjiang Song
- School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 611137, P.R. China,Correspondence to: Dr Linjiang Song or Dr Min Zhu, School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, 1166 Liutai Avenue, Chengdu, Sichuan 611137, P.R. China, E-mail: , E-mail:
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5
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Morozov SP, Gombolevskiy VA, Elizarov AB, Gusev MA, Novik VP, Prokudaylo SB, Bardin AS, Popov EV, Ledikhova NV, Chernina VY, Blokhin IA, Nikolaev AE, Reshetnikov RV, Vladzymyrskyy AV, Kulberg NS. A simplified cluster model and a tool adapted for collaborative labeling of lung cancer CT scans. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2021; 206:106111. [PMID: 33957377 DOI: 10.1016/j.cmpb.2021.106111] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 04/07/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND AND OBJECTIVE Lung cancer is the most common type of cancer with a high mortality rate. Early detection using medical imaging is critically important for the long-term survival of the patients. Computer-aided diagnosis (CAD) tools can potentially reduce the number of incorrect interpretations of medical image data by radiologists. Datasets with adequate sample size, annotation, and truth are the dominant factors in developing and training effective CAD algorithms. The objective of this study was to produce a practical approach and a tool for the creation of medical image datasets. METHODS The proposed model uses the modified maximum transverse diameter approach to mark a putative lung nodule. The modification involves the possibility to use a set of overlapping spheres of appropriate size to approximate the shape of the nodule. The algorithm embedded in the model also groups the marks made by different readers for the same lesion. We used the data of 536 randomly selected patients of Moscow outpatient clinics to create a dataset of standard-dose chest computed tomography (CT) scans utilizing the double-reading approach with arbitration. Six volunteer radiologists independently produced a report for each scan using the proposed model with the main focus on the detection of lesions with sizes ranging from 3 to 30 mm. After this, an arbitrator reviewed their marks and annotations. RESULTS The maximum transverse diameter approach outperformed the alternative methods (3D box, ellipsoid, and complete outline construction) in a study of 10,000 computer-generated tumor models of different shapes in terms of accuracy and speed of nodule shape approximation. The markup and annotation of the CTLungCa-500 dataset revealed 72 studies containing no lung nodules. The remaining 464 CT scans contained 3151 lesions marked by at least one radiologist: 56%, 14%, and 29% of the lesions were malignant, benign, and non-nodular, respectively. 2887 lesions have the target size of 3-30 mm. Only 70 nodules were uniformly identified by all the six readers. An increase in the number of independent readers providing CT scans interpretations led to an accuracy increase associated with a decrease in agreement. The dataset markup process took three working weeks. CONCLUSIONS The developed cluster model simplifies the collaborative and crowdsourced creation of image repositories and makes it time-efficient. Our proof-of-concept dataset provides a valuable source of annotated medical imaging data for training CAD algorithms aimed at early detection of lung nodules. The tool and the dataset are publicly available at https://github.com/Center-of-Diagnostics-and-Telemedicine/FAnTom.git and https://mosmed.ai/en/datasets/ct_lungcancer_500/, respectively.
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Affiliation(s)
- S P Morozov
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - V A Gombolevskiy
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - A B Elizarov
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - M A Gusev
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia; Federal State Budgetary Educational Institution of Higher Education "Moscow Polytechnic University", Tverskaya str., 11, Moscow, 125993, Russia
| | - V P Novik
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - S B Prokudaylo
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - A S Bardin
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - E V Popov
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - N V Ledikhova
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - V Y Chernina
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - I A Blokhin
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - A E Nikolaev
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - R V Reshetnikov
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia; Institute of Molecular Medicine, Sechenov First Moscow State Medical University, Trubetskaya str. 8-2, Moscow, 119991, Russia
| | - A V Vladzymyrskyy
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia
| | - N S Kulberg
- Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department, Petrovka str., 24, Moscow, 127051, Russia; Federal Research Center "Computer Science and Control" of Russian Academy of Sciences, Vavilova str., 44/2, Moscow, 119333, Russia.
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Liu C, Wang S, Zheng S, Wang X, Huang J, Lei Y, Mao S, Feng X, Sun N, He J. A novel recurrence-associated metabolic prognostic model for risk stratification and therapeutic response prediction in patients with stage I lung adenocarcinoma. Cancer Biol Med 2021; 18:j.issn.2095-3941.2020.0397. [PMID: 33856140 PMCID: PMC8330534 DOI: 10.20892/j.issn.2095-3941.2020.0397] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 10/27/2020] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVE The proportion of patients with stage I lung adenocarcinoma (LUAD) has dramatically increased with the prevalence of low-dose computed tomography use for screening. Up to 30% of patients with stage I LUAD experience recurrence within 5 years after curative surgery. A robust risk stratification tool is urgently needed to identify patients who might benefit from adjuvant treatment. METHODS In this first investigation of the relationship between metabolic reprogramming and recurrence in stage I LUAD, we developed a recurrence-associated metabolic signature (RAMS). This RAMS was based on metabolism-associated genes to predict cancer relapse and overall prognoses of patients with stage I LUAD. The clinical significance and immune landscapes of the signature were comprehensively analyzed. RESULTS Based on a gene expression profile from the GSE31210 database, functional enrichment analysis revealed a significant difference in metabolic reprogramming that distinguished patients with stage I LUAD with relapse from those without relapse. We then identified a metabolic signature (i.e., RAMS) represented by 2 genes (ACADM and RPS8) significantly related to recurrence-free survival and overall survival times of patients with stage I LUAD using transcriptome data analysis of a training set. The training set was well validated in a test set. The discriminatory power of the 2 gene metabolic signature was further validated using protein values in an additional independent cohort. The results indicated a clear association between a high risk score and a very poor patient prognosis. Stratification analysis and multivariate Cox regression analysis showed that the RAMS was an independent prognostic factor. We also found that the risk score was positively correlated with inflammatory response, the antigen-presenting process, and the expression levels of many immunosuppressive checkpoint molecules (e.g., PD-L1, PD-L2, B7-H3, galectin-9, and FGL-1). These results suggested that high risk patients had immune response suppression. Further analysis revealed that anti-PD-1/PD-L1 immunotherapy did not have significant benefits for high risk patients. However, the patients could respond better to chemotherapy. CONCLUSIONS This study is the first to highlight the relationship between metabolic reprogramming and recurrence in stage I LUAD, and is the first to also develop a clinically feasible signature. This signature may be a powerful prognostic tool and help further optimize the cancer therapy paradigm.
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Affiliation(s)
- Chengming Liu
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Sihui Wang
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Sufei Zheng
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Xinfeng Wang
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Jianbin Huang
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Yuanyuan Lei
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Shuangshuang Mao
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Xiaoli Feng
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Nan Sun
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Jie He
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
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7
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Di M, Panagiotou OA, Reagan JL, Niroula R, Olszewski AJ. Adjuvant chemotherapy administration and survival outcomes of lymphoma survivors with common solid tumors: a population-based study†. Leuk Lymphoma 2020; 61:3360-3368. [PMID: 32915087 DOI: 10.1080/10428194.2020.1817433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Using the Surveillance, Epidemiology, and End Results database (2004-2015), we compared adjuvant chemotherapy use and survival for three common solid tumors in patients with and without history of lymphoma (DLBCL: diffuse large B cell, HL: Hodgkin lymphoma). Among patients with breast (n = 531,243), colon (n = 108,196), and lung (n = 23,179) cancers, we identified 361, 134, and 37 DLBCL survivors, and 349, 73, and 25 HL survivors, respectively. We found no significant difference between lymphoma survivors and controls in the use of adjuvant chemotherapy, except HL survivors with colon cancer, who had a lower rate. Among chemotherapy recipients, OS was significantly worse among HL survivors with all three cancers, and DLBCL survivors with breast cancer (hazard ratio [HR] 1.57-2.28). HL survivors had significantly higher mortality from cardiovascular diseases in breast and lung cancers (sub-HR, 7.96-9.64), which suggests that worse survival in this population might be due to late or cumulative toxicities of cancer-directed treatment.
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Affiliation(s)
- Mengyang Di
- Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA.,Department of Medicine, Rhode Island Hospital, Providence, RI, USA
| | - Orestis A Panagiotou
- Department of Health Services, Policy & Practice, Brown University School of Public Health, Providence, RI, USA.,Center for Gerontology & Healthcare Research, Brown University School of Public Health, Providence, RI, USA
| | - John L Reagan
- Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA.,Division of Hematology-Oncology, Rhode Island Hospital, Providence, RI, USA
| | - Rabin Niroula
- Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA.,Division of Hematology-Oncology, Rhode Island Hospital, Providence, RI, USA
| | - Adam J Olszewski
- Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA.,Division of Hematology-Oncology, Rhode Island Hospital, Providence, RI, USA
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Kyakulaga AH, Aqil F, Munagala R, Gupta RC. Synergistic combinations of paclitaxel and withaferin A against human non-small cell lung cancer cells. Oncotarget 2020; 11:1399-1416. [PMID: 32362998 PMCID: PMC7185067 DOI: 10.18632/oncotarget.27519] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 02/17/2020] [Indexed: 01/15/2023] Open
Abstract
Platinum-taxane combination chemotherapy still represents the standard of care for advanced non-small cell lung cancer (NSCLC) with no targetable driver mutations. However, the efficacy of these drugs has plateaued at 10–14 months primarily due to dose-limiting toxicity, chemoresistance, and metastasis. Here, we explored the effects of withaferin A (WFA) alone and in combination with paclitaxel (PAC) on the growth, proliferation, migration, and invasion of human NSCLC cells. We show that the sensitivity of H1299 and A549 cells to concomitant treatment with PAC and WFA was greater than that of either PAC or WFA alone. Using the combination index and dose-reduction index, we demonstrated that various combinations (1:40, 1:20, 1:10) of PAC to WFA, respectively, were highly synergistic. In addition, PAC+WFA co-treatment synergistically inhibited colony formation, migration, invasion and increased the induction of apoptosis in H1299 and A549 cells. Interestingly, the synergism of PAC and WFA was not schedule-dependent but was enhanced when cells were pretreated with WFA indicating a chemo-sensitizing effect. Importantly, WFA was active against both PAC-sensitive (TS-A549) and PAC-resistant (TR-A549) cells both in vitro and in vivo. Mechanistically, WFA inhibits the proliferation of NSCLC cells via thiol oxidation. The effects of WFA were inhibited in the presence of N-acetyl cysteine and other thiol donors. Taken together, our results demonstrate the efficacy of WFA alone or alongside PAC on NSCLC cells and provide a strong rationale for further detailed testing in clinically relevant models for the development of PAC+WFA combination as an alternative therapeutic strategy for advanced NSCLC.
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Affiliation(s)
- Al Hassan Kyakulaga
- Department of Pharmacology and Toxicology, University of Louisville, Louisville, KY 40202, USA
| | - Farrukh Aqil
- Department of Medicine, University of Louisville, Louisville, KY 40202, USA.,James Graham Brown Cancer Center, University of Louisville, Louisville, KY 40202, USA
| | - Radha Munagala
- Department of Medicine, University of Louisville, Louisville, KY 40202, USA.,James Graham Brown Cancer Center, University of Louisville, Louisville, KY 40202, USA
| | - Ramesh C Gupta
- Department of Pharmacology and Toxicology, University of Louisville, Louisville, KY 40202, USA.,James Graham Brown Cancer Center, University of Louisville, Louisville, KY 40202, USA
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9
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Riccardo F, Barutello G, Petito A, Tarone L, Conti L, Arigoni M, Musiu C, Izzo S, Volante M, Longo DL, Merighi IF, Papotti M, Cavallo F, Quaglino E. Immunization against ROS1 by DNA Electroporation Impairs K-Ras-Driven Lung Adenocarcinomas . Vaccines (Basel) 2020; 8:vaccines8020166. [PMID: 32268572 PMCID: PMC7349290 DOI: 10.3390/vaccines8020166] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 03/31/2020] [Accepted: 04/01/2020] [Indexed: 12/17/2022] Open
Abstract
Non-small cell lung cancer (NSCLC) is still the leading cause of cancer death worldwide. Despite the introduction of tyrosine kinase inhibitors and immunotherapeutic approaches, there is still an urgent need for novel strategies to improve patient survival. ROS1, a tyrosine kinase receptor endowed with oncoantigen features, is activated by chromosomal rearrangement or overexpression in NSCLC and in several tumor histotypes. In this work, we have exploited transgenic mice harboring the activated K-Ras oncogene (K-RasG12D) that spontaneously develop metastatic NSCLC as a preclinical model to test the efficacy of ROS1 immune targeting. Indeed, qPCR and immunohistochemical analyses revealed ROS1 overexpression in the autochthonous primary tumors and extrathoracic metastases developed by K-RasG12D mice and in a derived transplantable cell line. As proof of concept, we have evaluated the effects of the intramuscular electroporation (electrovaccination) of plasmids coding for mouse- and human-ROS1 on the progression of these NSCLC models. A significant increase in survival was observed in ROS1-electrovaccinated mice challenged with the transplantable cell line. It is worth noting that tumors were completely rejected, and immune memory was achieved, albeit only in a few mice. Most importantly, ROS1 electrovaccination was also found to be effective in slowing the development of autochthonous NSCLC in K-RasG12D mice.
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Affiliation(s)
- Federica Riccardo
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (F.R.); (G.B.); (A.P.); (L.T.); (L.C.); (M.A.); (C.M.); (I.F.M.)
| | - Giuseppina Barutello
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (F.R.); (G.B.); (A.P.); (L.T.); (L.C.); (M.A.); (C.M.); (I.F.M.)
| | - Angela Petito
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (F.R.); (G.B.); (A.P.); (L.T.); (L.C.); (M.A.); (C.M.); (I.F.M.)
| | - Lidia Tarone
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (F.R.); (G.B.); (A.P.); (L.T.); (L.C.); (M.A.); (C.M.); (I.F.M.)
| | - Laura Conti
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (F.R.); (G.B.); (A.P.); (L.T.); (L.C.); (M.A.); (C.M.); (I.F.M.)
| | - Maddalena Arigoni
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (F.R.); (G.B.); (A.P.); (L.T.); (L.C.); (M.A.); (C.M.); (I.F.M.)
| | - Chiara Musiu
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (F.R.); (G.B.); (A.P.); (L.T.); (L.C.); (M.A.); (C.M.); (I.F.M.)
| | - Stefania Izzo
- Department of Oncology, University of Torino, 10043 Orbassano, Italy; (S.I.); (M.V.); (M.P.)
| | - Marco Volante
- Department of Oncology, University of Torino, 10043 Orbassano, Italy; (S.I.); (M.V.); (M.P.)
| | - Dario Livio Longo
- Institute of Biostructures and Bioimaging (IBB), Italian National Research Council (CNR), 10126 Torino, Italy;
| | - Irene Fiore Merighi
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (F.R.); (G.B.); (A.P.); (L.T.); (L.C.); (M.A.); (C.M.); (I.F.M.)
| | - Mauro Papotti
- Department of Oncology, University of Torino, 10043 Orbassano, Italy; (S.I.); (M.V.); (M.P.)
| | - Federica Cavallo
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (F.R.); (G.B.); (A.P.); (L.T.); (L.C.); (M.A.); (C.M.); (I.F.M.)
- Correspondence: (F.C.); (E.Q.); Tel.: +39-011670-6457 (F.C. & E.Q.)
| | - Elena Quaglino
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (F.R.); (G.B.); (A.P.); (L.T.); (L.C.); (M.A.); (C.M.); (I.F.M.)
- Correspondence: (F.C.); (E.Q.); Tel.: +39-011670-6457 (F.C. & E.Q.)
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10
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Khorrami M, Bera K, Leo P, Vaidya P, Patil P, Thawani R, Velu P, Rajiah P, Alilou M, Choi H, Feldman MD, Gilkeson RC, Linden P, Fu P, Pass H, Velcheti V, Madabhushi A. Stable and discriminating radiomic predictor of recurrence in early stage non-small cell lung cancer: Multi-site study. Lung Cancer 2020; 142:90-97. [PMID: 32120229 DOI: 10.1016/j.lungcan.2020.02.018] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 02/03/2020] [Accepted: 02/25/2020] [Indexed: 01/14/2023]
Abstract
OBJECTIVES To evaluate whether combining stability and discriminability criteria in building radiomic classifiers will improve the prognosis of cancer recurrence in early stage non-small cell lung cancer on non-contrast computer tomography (CT). MATERIALS AND METHODS CT scans of 610 patients with early stage (IA, IB, IIA) NSCLC from four independent cohorts were evaluated. A total of 350 patients from Cleveland Clinic Foundation and University of Pennsylvania were divided into two equal sets for training (D1) and validation set (D2). 80 patients from The Cancer Genome Atlas Lung Adenocarcinoma and Squamous Cell Carcinoma and 195 patients from The Cancer Imaging Archive, were used as independent second (D3) and third (D4) validation sets. A linear discriminant analysis (LDA) classifier was built based on the most stable and discriminate features. In addition, a radiomic risk score (RRS) was generated by using least absolute shrinkage and selection operator, Cox regression model to predict time to progression (TTP) following surgery. RESULTS A feature selection strategy focusing on both feature discriminability and stability resulted in the classifier having a higher discriminability on validation datasets compared to the discriminability alone criteria in discriminating cancer recurrence (D2, AUC of 0.75 vs. 0.65; D3, 0.74 vs. 0.62; D4, 0.76 vs. 0.63). The RRS generated by most stable-discriminating features was significantly associated with TTP compared to discriminating alone criteria (HR = 1.66, C-index of 0.72 vs. HR = 1.04, C-index of 0.62). CONCLUSION Accounting for both stability and discriminability yielded a more generalizable classifier for predicting cancer recurrence and TTP in early stage NSCLC.
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Affiliation(s)
- Mohammadhadi Khorrami
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
| | - Kaustav Bera
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
| | - Patrick Leo
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
| | - Pranjal Vaidya
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
| | - Pradnya Patil
- Department of Solid Tumor Oncology, Cleveland Clinic, Cleveland, OH, USA
| | - Rajat Thawani
- Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY, USA
| | - Priya Velu
- Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, USA
| | - Prabhakar Rajiah
- Department of Radiology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Mehdi Alilou
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
| | - Humberto Choi
- Department of Pulmonary Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - Michael D Feldman
- Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, USA
| | | | - Philip Linden
- Thoracic and Esophageal Surgery Department, University Hospitals of Cleveland, OH, USA
| | - Pingfu Fu
- Department of Population and Quantitative Health Sciences, CWRU, Cleveland, OH, USA
| | - Harvey Pass
- Department of Hematology and Oncology, NYU Langone Health, New York, NY, USA
| | - Vamsidhar Velcheti
- Department of Hematology and Oncology, NYU Langone Health, New York, NY, USA
| | - Anant Madabhushi
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA.
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11
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Shukla SD, Swaroop Vanka K, Chavelier A, Shastri MD, Tambuwala MM, Bakshi HA, Pabreja K, Mahmood MQ, O’Toole RF. Chronic respiratory diseases: An introduction and need for novel drug delivery approaches. TARGETING CHRONIC INFLAMMATORY LUNG DISEASES USING ADVANCED DRUG DELIVERY SYSTEMS 2020. [PMCID: PMC7499075 DOI: 10.1016/b978-0-12-820658-4.00001-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Globally, chronic respiratory diseases (CRDs), both communicable and noncommunicable, are among the leading causes of mortality, morbidity, economic and societal burden, and disability-adjusted life years (DALYs). CRDs affect multiple components of respiratory system, including the airways, parenchyma, and pulmonary vasculature. Although noncommunicable respiratory diseases, such as asthma, chronic obstructive pulmonary disease (COPD), interstitial lung disease (ILD), cystic fibrosis (CF), and lung cancer (LC), account for enormous disease burden, the currently available therapies only focus on alleviating the symptoms of diseases rather than providing optimal treatment and/or prevention. Similarly a major respiratory communicable disease, that is, tuberculosis (TB), is associated with the challenge of increasingly developing antibiotic resistance in the bacterial pathogen Mycobacterium tuberculosis. In light of these challenges, we aim to summarize the underlying molecular and cellular mechanisms that lead to hallmark pathophysiology of CRDs. Moreover, we will also highlight the limitations of current therapeutic strategies and explore novel drug delivery options that may be potentially more effective in the management of CRDs.
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12
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Zhang M, Zhu K, Pu H, Wang Z, Zhao H, Zhang J, Wang Y. An Immune-Related Signature Predicts Survival in Patients With Lung Adenocarcinoma. Front Oncol 2019; 9:1314. [PMID: 31921619 PMCID: PMC6914845 DOI: 10.3389/fonc.2019.01314] [Citation(s) in RCA: 98] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Accepted: 11/12/2019] [Indexed: 11/25/2022] Open
Abstract
We investigated the local immune status and its prognostic value in lung adenocarcinoma. In total, 513 lung adenocarcinoma samples from TCGA and ImmPort databases were collected and analyzed. The R package coxph was employed to mine immune-related genes that were significant prognostic indicators using both univariate and multivariate analyses. The R software package glmnet was then used for Lasso Cox regression analysis, and a prognosis prediction model was constructed for lung adenocarcinoma; clusterProfiler was selected for functional gene annotations and KEGG enrichment analysis. Finally, correlations between the RiskScore and clinical features or signaling pathways were established. Sixty-four immune-related genes remarkably correlated with patient prognosis and were further applied. Samples were hierarchically clustered into two subgroups. Accordingly, the LASSO regression algorithm was employed to screen the 14 most representative immune-related genes (PSMD11, PPIA, MIF, BMP5, DKK1, PDGFB, ANGPTL4, IL1R2, THRB, LTBR, TNFRSF1, TNFRSF17, IL20RB, and MC1R) with respect to patient prognosis. Then, the prognosis prediction model for lung adenocarcinoma patients (namely, the RiskScore equation) was constructed, and the training set samples were incorporated to evaluate the efficiency of this model to predict and classify patient prognosis. Subsequently, based on functional annotations and KEGG pathway analysis, the 14 immune-related genes were mainly enriched in pathways closely associated with lung adenocarcinoma and its immune microenvironment, such as cytokine–cytokine receptor interaction and human T-cell leukemia virus 1 infection. Furthermore, correlations between the RiskScore and clinical features of the training set samples and signaling pathways (such as p53, cell cycle, and DNA repair) were also demonstrated. Finally, the test set sample data were employed for independent testing and verifying the model. We established a prognostic prediction RiskScore model based on the expression profiles of 14 immune-related genes, which shows high prediction accuracy and stability in identifying immune features. This could provide clinical guidance for the diagnosis and prognosis of different immunophenotypes, and suggest multiple targets for precise advanced lung adenocarcinoma therapy based on subtype-specific immune molecules.
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Affiliation(s)
- Minghui Zhang
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Kaibin Zhu
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Haihong Pu
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Zhuozhong Wang
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Hongli Zhao
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Jinfeng Zhang
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Yan Wang
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
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13
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Li B, Cui Y, Diehn M, Li R. Development and Validation of an Individualized Immune Prognostic Signature in Early-Stage Nonsquamous Non-Small Cell Lung Cancer. JAMA Oncol 2017; 3:1529-1537. [PMID: 28687838 DOI: 10.1001/jamaoncol.2017.1609] [Citation(s) in RCA: 334] [Impact Index Per Article: 47.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Importance The prevalence of early-stage non-small cell lung cancer (NSCLC) is expected to increase with recent implementation of annual screening programs. Reliable prognostic biomarkers are needed to identify patients at a high risk for recurrence to guide adjuvant therapy. Objective To develop a robust, individualized immune signature that can estimate prognosis in patients with early-stage nonsquamous NSCLC. Design, Setting, and Participants This retrospective study analyzed the gene expression profiles of frozen tumor tissue samples from 19 public NSCLC cohorts, including 18 microarray data sets and 1 RNA-Seq data set for The Cancer Genome Atlas (TCGA) lung adenocarcinoma cohort. Only patients with nonsquamous NSCLC with clinical annotation were included. Samples were from 2414 patients with nonsquamous NSCLC, divided into a meta-training cohort (729 patients), meta-testing cohort (716 patients), and 3 independent validation cohorts (439, 323, and 207 patients). All patients underwent surgery with a negative surgical margin, received no adjuvant or neoadjuvant therapy, and had publicly available gene expression data and survival information. Data were collected from July 22 through September 8, 2016. Main Outcomes and Measures Overall survival. Results Of 2414 patients (1205 men [50%], 1111 women [46%], and 98 of unknown sex [4%]; median age [range], 64 [15-90] years), a prognostic immune signature of 25 gene pairs consisting of 40 unique genes was constructed using the meta-training data set. In the meta-testing and validation cohorts, the immune signature significantly stratified patients into high- vs low-risk groups in terms of overall survival across and within subpopulations with stage I, IA, IB, or II disease and remained as an independent prognostic factor in multivariate analyses (hazard ratio range, 1.72 [95% CI, 1.26-2.33; P < .001] to 2.36 [95% CI, 1.47-3.79; P < .001]) after adjusting for clinical and pathologic factors. Several biological processes, including chemotaxis, were enriched among genes in the immune signature. The percentage of neutrophil infiltration (5.6% vs 1.8%) and necrosis (4.6% vs 1.5%) was significantly higher in the high-risk immune group compared with the low-risk groups in TCGA data set (P < .003). The immune signature achieved a higher accuracy (mean concordance index [C-index], 0.64) than 2 commercialized multigene signatures (mean C-index, 0.53 and 0.61) for estimation of survival in comparable validation cohorts. When integrated with clinical characteristics such as age and stage, the composite clinical and immune signature showed improved prognostic accuracy in all validation data sets relative to molecular signatures alone (mean C-index, 0.70 vs 0.63) and another commercialized clinical-molecular signature (mean C-index, 0.68 vs 0.65). Conclusions and Relevance The proposed clinical-immune signature is a promising biomarker for estimating overall survival in nonsquamous NSCLC, including early-stage disease. Prospective studies are needed to test the clinical utility of the biomarker in individualized management of nonsquamous NSCLC.
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Affiliation(s)
- Bailiang Li
- Department of Radiation Oncology, Stanford University School of Medicine, Palo Alto, California
| | - Yi Cui
- Department of Radiation Oncology, Stanford University School of Medicine, Palo Alto, California.,Global Institution for Collaborative Research and Education, Hokkaido University, Sapporo, Japan
| | - Maximilian Diehn
- Department of Radiation Oncology, Stanford University School of Medicine, Palo Alto, California.,Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, California.,Stanford Cancer Institute, Stanford University School of Medicine, Palo Alto, California
| | - Ruijiang Li
- Department of Radiation Oncology, Stanford University School of Medicine, Palo Alto, California.,Stanford Cancer Institute, Stanford University School of Medicine, Palo Alto, California
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14
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Riquet M, Legras A, Pricopi C, Badia A, Arame A, Dujon A, Foucault C, Le Pimpec Barthes F, Fabre E. [Evolution of species: Lung cancer evolution over one third of a century]. REVUE DE PNEUMOLOGIE CLINIQUE 2016; 72:234-242. [PMID: 27421142 DOI: 10.1016/j.pneumo.2016.03.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 03/14/2016] [Accepted: 03/16/2016] [Indexed: 06/06/2023]
Abstract
INTRODUCTION Management of non-small cell lung cancer (NSCLC) is getting better and results on long-term survival have improved. We reviewed the modifications observed in surgery over a 32-year time period. PATIENTS AND METHOD Data of 6105 patients who underwent surgery from 1979 to 2010 were analyzed over three equal time-periods: gender, age, type of surgery, histology, pTNM, tobacco addiction, comorbidity and time periods. RESULTS Age, number of females and high-risk patients with comorbidity (including the history of a previous cancer) increased with time periods. Number of exploratory thoracotomy (7.7 % to 1.6 %) and pneumonectomy (48 % to 18 %) decreased. Number of wedge resection (0.5 % to 6 %) and lobectomy (42 % to 64 %) increased. Rates of the other types of resection were unchanged. Neoadjuvant treatments accounted for more than 20 % of patients in the last time period. Postoperative mortality (4 %) did not vary but non-lethal complication rates increased (16.9 % to 27.7 %). Global 5-year survival rates dramatically increased with time going from 37.4 % to 49.8 % (P<10(-6)). Survival improvement was observed in the different components of the pTNM and whatever the type of treatment. However, survival was affected by increasing age and multiplication of comorbidities but without impairing the general better outcome trend. CONCLUSION NSCLC itself, its diagnostic and therapeutic management, and patient's characteristics evolved with time. Survival improved in most studied prognosis factors. Time period factor was of paramount importance and might be included in research dealing with NSCLC.
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Affiliation(s)
- M Riquet
- Service de chirurgie thoracique, hôpital européen Georges-Pompidou, université Paris-Descartes, 20, rue Leblanc, 75015 Paris, France.
| | - A Legras
- Service de chirurgie thoracique, hôpital européen Georges-Pompidou, université Paris-Descartes, 20, rue Leblanc, 75015 Paris, France
| | - C Pricopi
- Service de chirurgie thoracique, hôpital européen Georges-Pompidou, université Paris-Descartes, 20, rue Leblanc, 75015 Paris, France
| | - A Badia
- Service de chirurgie thoracique, hôpital européen Georges-Pompidou, université Paris-Descartes, 20, rue Leblanc, 75015 Paris, France
| | - A Arame
- Service de chirurgie thoracique, hôpital européen Georges-Pompidou, université Paris-Descartes, 20, rue Leblanc, 75015 Paris, France
| | - A Dujon
- Service de chirurgie thoracique, centre médico-chirurgical du Cèdre, 76230 Bois-Guillaume, France
| | - C Foucault
- Service de chirurgie thoracique, hôpital européen Georges-Pompidou, université Paris-Descartes, 20, rue Leblanc, 75015 Paris, France
| | - F Le Pimpec Barthes
- Service de chirurgie thoracique, hôpital européen Georges-Pompidou, université Paris-Descartes, 20, rue Leblanc, 75015 Paris, France
| | - E Fabre
- Service d'oncologie médicale, hôpital européen Georges-Pompidou, université Paris-Descartes, 20, rue Leblanc, 75015 Paris, France
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15
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KIAA1522 is a novel prognostic biomarker in patients with non-small cell lung cancer. Sci Rep 2016; 6:24786. [PMID: 27098511 PMCID: PMC4838871 DOI: 10.1038/srep24786] [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: 10/29/2015] [Accepted: 04/04/2016] [Indexed: 12/21/2022] Open
Abstract
Nowadays, no robust biomarkers have been applied to clinical practice to provide prognostic evaluation of non-small cell lung cancer (NSCLC). This study aims to identify new potential prognostic biomarkers for NSCLC. In the present work, KIAA1522 is screened out from two independent GEO datasets as aberrantly up-regulated gene in NSCLC tissues. We evaluate KIAA1522 expression immunohistochemically in 583 NSCLC tissue samples and paired non-tumor tissues. KIAA1522 displays stronger staining in NSCLC cases than in adjacent normal lung tissues. Importantly, patients with KIAA1522 overexpression had a significantly shorter overall survival compared to those with low expression (P < 0.00001). Multivariate Cox regression analyses show that KIAA1522 is an independent prognostic indicator, even for early-stage NSCLCs (P = 0.00025, HR = 2.317, 95%CI: 1.477–3.635). We also found that high expression of KIAA1522 is a significant risk factor for decreased overall survival of the patients who received platinum-based chemotherapy. Gene set enrichment analysis (GSEA) and functional studies reveal that KIAA1522 is associated with oncogenic KRAS pathways. Taken together, high expression of KIAA1522 can be used as an independent biomarker for predication of poor survival and platinum-resistance of NSCLC patients, and aberrant KIAA1522 might be a new target for the therapy of the disease.
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16
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Zhang L, Yang X, Sun Z, Li J, Zhu H, Li J, Pang Y. Dendritic cell vaccine and cytokine-induced killer cell therapy for the treatment of advanced non-small cell lung cancer. Oncol Lett 2016; 11:2605-2610. [PMID: 27073525 DOI: 10.3892/ol.2016.4273] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2015] [Accepted: 01/26/2016] [Indexed: 11/06/2022] Open
Abstract
The present study aimed to evaluate the survival time, immune response and safety of a dendritic cell (DC) vaccine and cytokine-induced killer (CIK) cell therapy (DC-CIK) in advanced non-small cell lung cancer (NSCLC). The present retrospective study enrolled 507 patients with advanced NSCLC; 99 patients received DC-CIK [immunotherapy group (group I)] and 408 matched patients did not receive DC-CIK, and acted as the control [non-immunotherapy group (group NI)]. Delayed-type hypersensitivity (DTH), quality of life (QOL) and safety were analyzed in group I. The follow-up period for the two groups was 489.2±160.4 days. The overall survival (OS) time was calculated using the Kaplan-Meier method. DTH was observed in 59 out of 97 evaluated patients (60.8%) and 67 out of 98 evaluated patients (68.4%) possessed an improved QOL. Fever and a skin rash occurred in 36 out of 98 patients (36.7%) and 7 out of 98 patients (7.1%) in group I. DTH occurred more frequently in patients with squamous cell carcinoma compared with patients with adenocarcinoma (77.1 vs. 40.4%; P=0.0013). Radiotherapy was not associated with DC-CIK-induced DTH (72.7 vs. 79.6%; P=0.18), but chemotherapy significantly reduced the rate of DTH (18.2 vs. 79.6%; P=0.00). The OS time was significantly increased in group I compared with group NI (P=0.03). In conclusion, DC-CIK may induce an immune response against NSCLC, improve the QOL, and prolong the OS time of patients, without adverse effects. Therefore, the present study recommends DC-CIK for the treatment of patients with advanced NSCLC.
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Affiliation(s)
- Lihong Zhang
- School of Medicine, Nankai University, Tianjin 300071, P.R. China; Department of Oncology, Tianjin Union Medicine Centre, Tianjin 300121, P.R. China
| | - Xuejing Yang
- Department of Oncology, Tianjin Union Medicine Centre, Tianjin 300121, P.R. China; Shanghai Claison Biotechnology Co., Ltd., Shanghai 201201, P.R. China
| | - Zhen Sun
- Department of Oncology, Tianjin Union Medicine Centre, Tianjin 300121, P.R. China; Shanghai Claison Biotechnology Co., Ltd., Shanghai 201201, P.R. China
| | - Jiali Li
- Department of Oncology, Tianjin Union Medicine Centre, Tianjin 300121, P.R. China
| | - Hui Zhu
- Department of Oncology, Tianjin Union Medicine Centre, Tianjin 300121, P.R. China
| | - Jing Li
- Department of Oncology, Tianjin Union Medicine Centre, Tianjin 300121, P.R. China
| | - Yan Pang
- Department of Oncology, Tianjin Union Medicine Centre, Tianjin 300121, P.R. China
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17
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Lemjabbar-Alaoui H, Hassan OU, Yang YW, Buchanan P. Lung cancer: Biology and treatment options. BIOCHIMICA ET BIOPHYSICA ACTA 2015; 1856:189-210. [PMID: 26297204 PMCID: PMC4663145 DOI: 10.1016/j.bbcan.2015.08.002] [Citation(s) in RCA: 468] [Impact Index Per Article: 52.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2015] [Revised: 07/30/2015] [Accepted: 08/16/2015] [Indexed: 12/25/2022]
Abstract
Lung cancer remains the leading cause of cancer mortality in men and women in the U.S. and worldwide. About 90% of lung cancer cases are caused by smoking and the use of tobacco products. However, other factors such as radon gas, asbestos, air pollution exposures, and chronic infections can contribute to lung carcinogenesis. In addition, multiple inherited and acquired mechanisms of susceptibility to lung cancer have been proposed. Lung cancer is divided into two broad histologic classes, which grow and spread differently: small-cell lung carcinomas (SCLCs) and non-small cell lung carcinomas (NSCLCs). Treatment options for lung cancer include surgery, radiation therapy, chemotherapy, and targeted therapy. Therapeutic-modalities recommendations depend on several factors, including the type and stage of cancer. Despite the improvements in diagnosis and therapy made during the past 25 years, the prognosis for patients with lung cancer is still unsatisfactory. The responses to current standard therapies are poor except for the most localized cancers. However, a better understanding of the biology pertinent to these challenging malignancies, might lead to the development of more efficacious and perhaps more specific drugs. The purpose of this review is to summarize the recent developments in lung cancer biology and its therapeutic strategies, and discuss the latest treatment advances including therapies currently under clinical investigation.
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Affiliation(s)
- Hassan Lemjabbar-Alaoui
- Department of Surgery, Thoracic Oncology Division, University of CA, San Francisco 94143, USA
| | - Omer Ui Hassan
- Department of Surgery, Thoracic Oncology Division, University of CA, San Francisco 94143, USA
| | - Yi-Wei Yang
- Department of Surgery, Thoracic Oncology Division, University of CA, San Francisco 94143, USA
| | - Petra Buchanan
- Department of Surgery, Thoracic Oncology Division, University of CA, San Francisco 94143, USA
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18
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Jin MM, Ye YZ, Qian ZD, Zhang YB. Notch signaling molecules as prognostic biomarkers for non-small cell lung cancer. Oncol Lett 2015; 10:3252-3260. [PMID: 26722321 DOI: 10.3892/ol.2015.3662] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2014] [Accepted: 07/28/2015] [Indexed: 12/19/2022] Open
Abstract
Notch family proteins have been reported to be associated with the initiation and development of various types of tumors. The present study used a prospective design to investigate the role of Notch proteins as novel biomarkers that are capable of predicting the survival outcome for patients with non-small cell lung cancer (NSCLC). The protein expression of Notch 1, Notch 3 and their ligands, Jagged 1 and Delta-like 4, was examined using immunohistochemistry in NSCLC tissues and adjacent non-cancerous lung tissues from 101 patients who underwent surgical treatment. The expression was also correlated with clinicopathological parameters and overall survival (OS). High Notch 1 protein expression was observed in 55.4% (56/101) of NSCLC samples and high Notch 3 expression was observed in 53.5% (54/101). The nuclear expression of Notch 3 was significantly associated with the lymph node status (P=0.0026) and tumor-node-metastasis (TNM) stage (P<0.0001), while the coexpression of Notch 1 plus Notch 3 was associated with lymph node status (P=0.0056), TNM stage (P=0.0001) and the histological grading (P=0.0359). In the survival analyses, the high expression of Notch 1 and Notch 3 exhibited an additive effect toward a poorer OS compared with a subtype with low coexpression for the two proteins (P<0.001), with high nuclear Notch 3 expression in the NSCLC patients maintaining independent prognostic significance for the outcome on multivariate analysis. These data further demonstrate a central role for Notch signaling in NSCLC and the significance of Notch 3 as a prognostic indicator of a poorer survival for patients with resected NSCLC.
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Affiliation(s)
- Meng-Meng Jin
- Department of Respiratory Medicine, Anhui Geriatric Institute, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, P.R. China
| | - Yuan-Zi Ye
- Department of Respiratory Medicine, Anhui Geriatric Institute, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, P.R. China
| | - Zhen-Dong Qian
- Department of Respiratory Medicine, Colored Metal General Staff Hospital of Tongling, Tongling, Anhui 244000, P.R. China
| | - Yan-Bei Zhang
- Department of Respiratory Medicine, Anhui Geriatric Institute, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, P.R. China
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Gentles AJ, Bratman SV, Lee LJ, Harris JP, Feng W, Nair RV, Shultz DB, Nair VS, Hoang CD, West RB, Plevritis SK, Alizadeh AA, Diehn M. Integrating Tumor and Stromal Gene Expression Signatures With Clinical Indices for Survival Stratification of Early-Stage Non-Small Cell Lung Cancer. J Natl Cancer Inst 2015; 107:djv211. [PMID: 26286589 DOI: 10.1093/jnci/djv211] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Accepted: 07/07/2015] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Accurate survival stratification in early-stage non-small cell lung cancer (NSCLC) could inform the use of adjuvant therapy. We developed a clinically implementable mortality risk score incorporating distinct tumor microenvironmental gene expression signatures and clinical variables. METHODS Gene expression profiles from 1106 nonsquamous NSCLCs were used for generation and internal validation of a nine-gene molecular prognostic index (MPI). A quantitative polymerase chain reaction (qPCR) assay was developed and validated on an independent cohort of formalin-fixed paraffin-embedded (FFPE) tissues (n = 98). A prognostic score using clinical variables was generated using Surveillance, Epidemiology, and End Results data and combined with the MPI. All statistical tests for survival were two-sided. RESULTS The MPI stratified stage I patients into prognostic categories in three microarray and one FFPE qPCR validation cohorts (HR = 2.99, 95% CI = 1.55 to 5.76, P < .001 in stage IA patients of the largest microarray validation cohort; HR = 3.95, 95% CI = 1.24 to 12.64, P = .01 in stage IA of the qPCR cohort). Prognostic genes were expressed in distinct tumor cell subpopulations, and genes implicated in proliferation and stem cells portended poor outcomes, while genes involved in normal lung differentiation and immune infiltration were associated with superior survival. Integrating the MPI with clinical variables conferred greatest prognostic power (HR = 3.43, 95% CI = 2.18 to 5.39, P < .001 in stage I patients of the largest microarray cohort; HR = 3.99, 95% CI = 1.67 to 9.56, P < .001 in stage I patients of the qPCR cohort). Finally, the MPI was prognostic irrespective of somatic alterations in EGFR, KRAS, TP53, and ALK. CONCLUSION The MPI incorporates genes expressed in the tumor and its microenvironment and can be implemented clinically using qPCR assays on FFPE tissues. A composite model integrating the MPI with clinical variables provides the most accurate risk stratification.
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Affiliation(s)
- Andrew J Gentles
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA
| | - Scott V Bratman
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA
| | - Luke J Lee
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA
| | - Jeremy P Harris
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA
| | - Weiguo Feng
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA
| | - Ramesh V Nair
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA
| | - David B Shultz
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA
| | - Viswam S Nair
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA
| | - Chuong D Hoang
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA
| | - Robert B West
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA
| | - Sylvia K Plevritis
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA.
| | - Ash A Alizadeh
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA.
| | - Maximilian Diehn
- Department of Radiology (AJG, JPH, RVN, SKP), Department of Radiation Oncology (SVB, DBS, MD), Cancer Institute and Institute for Stem Cell Biology and Regenerative Medicine (LJL, WF, MD), Department of Medicine Division of Pulmonary and Critical Care Medicine (VSN), Department of Cardiothoracic Surgery Division of Thoracic Surgery (CDH), Department of Pathology (RBW), and Department of Medicine Division of Oncology (AAA), Stanford University, Stanford, CA.
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Therapeutic effect of anti CEACAM6 monoclonal antibody against lung adenocarcinoma by enhancing anoikis sensitivity. Biomaterials 2015. [PMID: 26204223 DOI: 10.1016/j.biomaterials.2015.07.012] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Carcinoembryonic antigen-related cell adhesion molecule 6 (CEACAM6) plays a crucial role in tumorigenesis of lung cancer. However, the therapeutic potential for anti CEACAM6 monoclonal antibody (mAb) has only been limitedly explored. Here, we evaluate the therapeutic potential of naked anti CEACAM6 mAb against lung adenocarcinoma. Clone 8F5, recognizing B domain of CEACAM6, is established by immunizing A549 cells and screening for clones double positive for A549 and CEACAM6-Fc recombinant protein. We found that 85.7% of 70 resected lung adenocarcinoma tissue sections were positive for CEACAM6, whereas all squamous cell carcinoma examined were negative. A549 cells with high levels of CEACAM6 demonstrated more aggressive growth nature and showed increased paclitaxel chemosensitivity upon 8F5 binding. Treatment with 8F5 to A549 decreased cellular CEACAM6 expression and reversed anoikis resistance. 8F5 also decreased cellular status of Akt phosphorylation and increased apoptosis via caspase activation. In a mouse model of lung adenocarcinoma with xenotransplanted A549 cells, 8F5 treatment alone demonstrated 40% tumor growth inhibition. When combined with paclitaxel treatment, 8F5 markedly enhanced tumor growth inhibition, up to 80%. In summary, we demonstrate that anti CEACAM6 mAb is an effective therapeutic treatment for lung adenocarcinoma whose effect is further enhanced by combined treatment with paclitaxel.
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Wu T, Chen W, Kong D, Li X, Lu H, Liu S, Wang J, Du L, Kong Q, Huang X, Lu Z. miR-25 targets the modulator of apoptosis 1 gene in lung cancer. Carcinogenesis 2015; 36:925-35. [DOI: 10.1093/carcin/bgv068] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2014] [Accepted: 05/12/2015] [Indexed: 01/25/2023] Open
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XIA HUI, ZHANG WEN, LI YINGJIE, YU CHANGHAI. High performance liquid chromatography: Tandem mass spectrometric determination of cisplatin levels in different visceral pleura layers of rats. Oncol Lett 2015; 9:2388-2392. [PMID: 26137076 PMCID: PMC4467358 DOI: 10.3892/ol.2015.2989] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Accepted: 02/06/2015] [Indexed: 11/06/2022] Open
Abstract
The aim of the present study was to investigate the concentration of cisplatin in different layers of the visceral pleura in rats, following drug administration. In this study, a sensitive and specific liquid chromatography method coupled with electrospray ionization-tandem mass spectrometry was established to investigate the disposition of cisplatin in different layers of the visceral pleura in rats. Methodological data, including specificity, linearity, accuracy, recovery, precision and lower limits of quantification, confirmed that this novel method may be used to efficiently quantify the cisplatin concentrations in visceral pleura of rats following administration of the drug. Furthermore, the results demonstrated that the desired drug concentration was not achieved in the outer or inner elastic layers of the visceral pleura following injection with cisplatin through various administration methods.
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Affiliation(s)
- HUI XIA
- Department of Thoracic-Cardio Surgery, First Affiliated Hospital of PLA General Hospital, Beijing 100048, P.R. China
| | - WEN ZHANG
- Department of Thoracic-Cardio Surgery, First Affiliated Hospital of PLA General Hospital, Beijing 100048, P.R. China
| | - YINGJIE LI
- Department of Thoracic-Cardio Surgery, First Affiliated Hospital of PLA General Hospital, Beijing 100048, P.R. China
| | - CHANGHAI YU
- Department of Thoracic-Cardio Surgery, First Affiliated Hospital of PLA General Hospital, Beijing 100048, P.R. China
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Cécilia-Joseph E, Auvert B, Broët P, Moreau T. Influence of trial duration on the bias of the estimated treatment effect in clinical trials when individual heterogeneity is ignored. Biom J 2015; 57:371-83. [PMID: 25597640 DOI: 10.1002/bimj.201400046] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Revised: 08/14/2014] [Accepted: 09/04/2014] [Indexed: 11/12/2022]
Abstract
In randomized clinical trials where the times to event of two treatment groups are compared under a proportional hazards assumption, it has been established that omitting prognostic factors from the model entails an underestimation of the hazards ratio. Heterogeneity due to unobserved covariates in cancer patient populations is a concern since genomic investigations have revealed molecular and clinical heterogeneity in these populations. In HIV prevention trials, heterogeneity is unavoidable and has been shown to decrease the treatment effect over time. This article assesses the influence of trial duration on the bias of the estimated hazards ratio resulting from omitting covariates from the Cox analysis. The true model is defined by including an unobserved random frailty term in the individual hazard that reflects the omitted covariate. Three frailty distributions are investigated: gamma, log-normal, and binary, and the asymptotic bias of the hazards ratio estimator is calculated. We show that the attenuation of the treatment effect resulting from unobserved heterogeneity strongly increases with trial duration, especially for continuous frailties that are likely to reflect omitted covariates, as they are often encountered in practice. The possibility of interpreting the long-term decrease in treatment effects as a bias induced by heterogeneity and trial duration is illustrated by a trial in oncology where adjuvant chemotherapy in stage 1B NSCLC was investigated.
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Affiliation(s)
- Elsa Cécilia-Joseph
- Inserm U1018, CESP Centre for Research in Epidemiology and Population Health, Villejuif, France; Faculté de Médecine, University Paris-Sud, Le Kremlin-Bicêtre, France
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Karim NA, Bui H, Pathrose P, Starnes S, Patil N, Shehata M, Mostafa A, Rao M, Zarzour A, Anderson M. The use of pharmacogenomics for selection of therapy in non-small-cell lung cancer. CLINICAL MEDICINE INSIGHTS-ONCOLOGY 2014; 8:139-44. [PMID: 25520568 PMCID: PMC4259862 DOI: 10.4137/cmo.s18369] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Revised: 09/21/2014] [Accepted: 09/24/2014] [Indexed: 01/16/2023]
Abstract
INTRODUCTION Performance status (PS) is the only known clinical predictor of outcome in patients with advanced non-small-cell lung cancer (NSCLC), although pharmacogenomic markers may also correlate with outcome. The aim of our study was to correlate clinical and pharmacogenomic measures with overall survival. METHODS This was an IRB approved, retrospective study in which the medical records of 50 patients with advanced NSCLC from 1998–2008 were reviewed, and gender, race, PS, and chemotherapy regimens were documented. Stromal expression of pharmacogenomic markers (VEGFR, ERCC1, 14-3-3σ, pAKT, and PTEN) was measured. Clinical factors and pharmacogenomics markers were compared to overall survival using a Cox proportional hazards model. RESULTS Forty patients received platinum-based therapy. Median age was 65 years. Improved PS, female gender, and gemcitabine therapy were significantly associated with longer overall survival (P = 0.004, P = 0.04, and P = 0.003, respectively). Age was not associated with survival. Caucasians had better overall survival in comparison to African Americans with median survival of 14.8 months versus 10.4 months (P = 0.1). Patients treated with platinum-based therapy had better survival of 15 months versus 8 months for non-platinum based therapy (P = 0.01). There was no significant association between any of the pharmacogenomics markers and overall survival other than in patients treated with platinum, in whom ERCC1 negativity was strongly associated with longer survival (P = 0.007). CONCLUSION ERCC1 negativity with platinum therapy, gemcitabine therapy, good PS, and female gender all correlated with improved overall survival in patients with advanced NSCLC.
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Affiliation(s)
- Nagla A Karim
- Division of Hematology/Oncology, Department of Internal Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Hai Bui
- Department of Pathology, Cincinnati VA Medical Center, Cincinnati, OH, USA
| | - Peterson Pathrose
- Divison of Thoracic Surgery, Department of Surgery, University of Cincinnati, Cincinnati, OH, USA
| | - Sandra Starnes
- Divison of Thoracic Surgery, Department of Surgery, University of Cincinnati, Cincinnati, OH, USA
| | - Ninad Patil
- Department of Pathology, Mount Sinai Medical Center, New York, NY, USA
| | - Mahmoud Shehata
- Division of Hematology/Oncology, Department of Internal Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Ahmed Mostafa
- Division of Pulmonary, Department of Internal Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Mb Rao
- Division of Environmental Health, University of Cincinnati, Cincinnati, OH, USA
| | - Ahmad Zarzour
- Internal Medicine Department, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Marshall Anderson
- Division of Hematology/Oncology, Medical College of Wisconsin, Milwaukee, WI, USA
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Mochinaga K, Tsuchiya T, Nagasaki T, Arai J, Tominaga T, Yamasaki N, Matsumoto K, Miyazaki T, Nanashima A, Hayashi T, Tsukamoto K, Nagayasu T. High Expression of Dihydropyrimidine Dehydrogenase in Lung Adenocarcinoma is Associated With Mutations in Epidermal Growth Factor Receptor: Implications for the Treatment of Non–Small-Cell Lung Cancer Using 5-Fluorouracil. Clin Lung Cancer 2014; 15:136-144.e4. [DOI: 10.1016/j.cllc.2013.09.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Revised: 09/08/2013] [Accepted: 09/10/2013] [Indexed: 11/17/2022]
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Ustaalioglu BBO, Unal OU, Turan N, Bilici A, Kaya S, Eren T, Ulas A, Inal A, Berk V, Demirci U, Alici S, Bal O, Benekli M, Gumus M. Prognostic Factors for Lymph Node Negative Stage I and IIA Non-small Cell Lung Cancer: Multicenter Experiences. Asian Pac J Cancer Prev 2013; 14:6287-92. [DOI: 10.7314/apjcp.2013.14.11.6287] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Hsa-miR-132 regulates apoptosis in non-small cell lung cancer independent of acetylcholinesterase. J Mol Neurosci 2013; 53:335-44. [PMID: 24158730 DOI: 10.1007/s12031-013-0136-z] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2013] [Accepted: 10/01/2013] [Indexed: 12/14/2022]
Abstract
MiR-132 is enriched in the central nerve system and is thought to be involved in neuronal development, maturation and function, and to be associated with several neurological disorders including Alzheimer's disease. In addition to its documented neuronal functions, an emerging role for miR-132 in tumorigenesis has been suggested. Recently, hsa-miR-132 was shown to be modulated in different tumor types. However, its role in non-small cell lung cancer (NSCLC) remains unclear. Here, we show that hsa-miR-132 can initiate apoptosis in NSCLC cells to dramatically attenuate tumor formation in nude mice independent of its effect on the proliferation/apoptosis-associated gene, acetylcholinesterase (AChE). Interestingly, hsa-miR-132 has no pro-apoptotic effect in normal pulmonary trachea epithelium. Taken together, these results suggest that hsa-miR-132 represses NSCLC growth by inducing apoptosis independent of AChE.
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CD4/CD8 co-expression shows independent prognostic impact in resected non-small cell lung cancer patients treated with adjuvant radiotherapy. Lung Cancer 2013; 80:209-15. [DOI: 10.1016/j.lungcan.2012.12.026] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2012] [Revised: 11/28/2012] [Accepted: 12/03/2012] [Indexed: 11/20/2022]
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Metro G, Chiari R, Baldi A, De Angelis V, Minotti V, Crinò L. Selumetinib: a promising pharmacologic approach for KRAS-mutant advanced non-small-cell lung cancer. Future Oncol 2013; 9:167-77. [DOI: 10.2217/fon.12.198] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Selumetinib is a potent and selective inhibitor of MEK1 and 2 that is currently being clinically developed for the treatment of several human malignancies. Initially administered as free-base suspension, a more convenient Hyd-sulfate capsule formulation has recently been developed. Phase I studies revealed that acneiform dermatitis was the dose-limiting toxicity of both the free-base and capsule formulation given two-times a day at the maximum tolerated doses of 100 and 75 mg, respectively, with the capsule formulation resulting into a significantly higher drug bioavailability. Importantly, as a MEK inhibitor, selumetinib could be particularly effective in tumors with a hyperactivated Ras/Raf/MEK/ERK pathway, which might be the case of KRAS-mutant non-small-cell lung cancers (NSCLCs). Accordingly, a recent randomized Phase II study evaluating docetaxel plus selumetinib or placebo in KRAS-mutant pretreated advanced NSCLC patients has demonstrated a significant improvement in terms of response rate, progression-free survival and patient-reported outcomes in favor of the combination arm. These positive results support further clinical evaluation of selumetinib in NSCLC, and confirmatory ongoing and future trials will assess its role according to KRAS-mutation status and in combination regimens with other targeted agents.
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Affiliation(s)
- Giulio Metro
- Division of Medical Oncology, Santa Maria della Misericordia Hospital, Azienda Ospedaliera di Perugia, via Dottori 1, 06156 Perugia, Italy
| | - Rita Chiari
- Division of Medical Oncology, Santa Maria della Misericordia Hospital, Azienda Ospedaliera di Perugia, via Dottori 1, 06156 Perugia, Italy
| | - Alice Baldi
- Division of Medical Oncology, Santa Maria della Misericordia Hospital, Azienda Ospedaliera di Perugia, via Dottori 1, 06156 Perugia, Italy
| | - Verena De Angelis
- Division of Medical Oncology, Santa Maria della Misericordia Hospital, Azienda Ospedaliera di Perugia, via Dottori 1, 06156 Perugia, Italy
| | - Vincenzo Minotti
- Division of Medical Oncology, Santa Maria della Misericordia Hospital, Azienda Ospedaliera di Perugia, via Dottori 1, 06156 Perugia, Italy
| | - Lucio Crinò
- Division of Medical Oncology, Santa Maria della Misericordia Hospital, Azienda Ospedaliera di Perugia, via Dottori 1, 06156 Perugia, Italy
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Expression of hPNAS-4 radiosensitizes Lewis lung cancer. Int J Radiat Oncol Biol Phys 2012; 84:e533-40. [PMID: 22836062 DOI: 10.1016/j.ijrobp.2012.06.028] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2011] [Revised: 06/01/2012] [Accepted: 06/15/2012] [Indexed: 02/05/2023]
Abstract
PURPOSE This study aimed to transfer the hPNAS-4 gene, a novel apoptosis-related human gene, into Lewis lung cancer (LL2) and observe its radiosensitive effect on radiation therapy in vitro and in vivo. METHODS AND MATERIALS The hPNAS-4 gene was transfected into LL2 cells, and its expression was detected via western blot. Colony formation assay and flow cytometry were used to detect the growth and apoptosis of cells treated with irradiation/PNAS-4 in vitro. The hPNAS-4 gene was transferred into LL2-bearing mice through tail vein injection of the liposome/gene complex. The tumor volumes were recorded after radiation therapy. Proliferating cell nuclear antigen (PCNA) immunohistochemistry staining and terminal deoxynucleotidyl transferase-mediated dUTP nick end labeling (TUNEL) assay were performed to detect the tumor cell growth and apoptosis in vivo. RESULTS The hPNAS-4 gene was successfully transferred into LL2 cells and tumor tissue, and its overexpressions were confirmed via western blot analysis. Compared with the control, empty plasmid, hPNAS-4, radiation, and empty plasmid plus radiation groups, the hPNAS-4 plus radiation group more significantly inhibited growth and enhanced apoptosis of LL2 cells in vitro and in vivo (P<.05). CONCLUSIONS The hPNAS-4 gene was successfully transferred into LL2 cells and tumor tissue and was expressed in both LL2 cell and tumor tissue. The hPNAS-4 gene therapy significantly enhanced growth inhibition and apoptosis of LL2 tumor cells by radiation therapy in vitro and in vivo. Therefore, it may be a potential radiosensitive treatment of radiation therapy for lung cancer.
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Savonarola A, Palmirotta R, Guadagni F, Silvestris F. Pharmacogenetics and pharmacogenomics: role of mutational analysis in anti-cancer targeted therapy. THE PHARMACOGENOMICS JOURNAL 2012; 12:277-86. [PMID: 22760589 DOI: 10.1038/tpj.2012.28] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The goal of cancer pharmacogenomics is to obtain benefit from personalized approaches of cancer treatment and prevention. Recent advances in genomic research have shed light on the crucial role of genetic variants, mainly involving genes encoding drug-metabolizing enzymes, drug transporters and targets, in driving different treatment responses among individuals, in terms of therapeutic efficacy and safety. Although a considerable amount of new targeted agents have been designed based on a finely understanding of molecular alterations in cancer, a wide gap between pharmacogenomic knowledge and clinical application still persists. This review focuses on the relevance of mutational analyses in predicting individual response to antitumor therapy, in order to improve the translational impact of genetic information on clinical practice.
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Affiliation(s)
- A Savonarola
- Department of Internal Medicine and Clinical Oncology, University of Bari Aldo Moro--Piazza Giulio Cesare 11, Bari, Italy.
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Nieder C, Andratschke N. Adding cetuximab to stereotactic radiotherapy for non-small cell lung cancer might reduce local failure rates. Med Hypotheses 2012; 78:420-2. [DOI: 10.1016/j.mehy.2012.01.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2011] [Revised: 12/27/2011] [Accepted: 01/04/2012] [Indexed: 10/14/2022]
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Riquet M, Berna P, Fabre E, Arame A, Dujon A, Foucault C, Le Pimpec Barthes F. Evolving characteristics of lung cancer: a surgical appraisal. Eur J Cardiothorac Surg 2012; 41:1019-24. [PMID: 22436243 DOI: 10.1093/ejcts/ezr189] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE Lung cancer management has changed due to emergence of new imaging techniques and of multimodal therapies. Our purpose was to analyse how lung cancer evolved in surgical practice. METHODS The records of patients who underwent surgical resection for lung cancer from 1983 to 2006 in two centres were reviewed. Data were split into four time periods of 6 years. We analysed and compared the epidemiological, pathological and prognostic characteristics of each period. RESULTS There were 832, 1148, 1493 and 1195 patients during the periods 1983-88, 1989-94, 1995-2000 and 2001-06, respectively. The main changed characteristics were increasing numbers of older patients, females, past history of another cancer and/or cardio-vascular disease, adenocarcinomas and undifferentiated large-cell carcinomas, smaller tumour size, T1-T2, N0 (47.2-61.2%) and neoadjuvant therapy (NAT) (3.8-24.9%). There were also a decreasing number of exploratory thoracotomies, pneumonectomies and adjuvant therapy (AT) (48.5-30%). The 5-year survival rates improved (34.5-46.3%, P < 10(-6)), mainly after lobectomy, and in the case of adenocarcinoma, N0 and N2 patients. Multivariate analysis confirmed that time trend was an independent factor of prognosis (P < 10(-6)), just as important as N involvement, complete resection (R0), tumour size, age, another cancer history and more significant than the type of resection, histology, NAT and AT. CONCLUSIONS During the last 25 years, the clinico-pathological features of operated patients have progressively changed and the results following surgery improved. Earlier stage diagnosis might explain overall survival improvement, and play a more major role than associated peri-operative treatments. Therefore, it is advisable to consider the time-related factor in future studies on lung cancer surgery.
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Affiliation(s)
- Marc Riquet
- General Thoracic Surgery Department, Georges Pompidou European Hospital, Paris, France.
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Abstract
Complete surgical resection is the main therapy for early-stage non-small cell lung cancer. Survival rates remain, at best, 80% for stage IA, necessitating the development of effective systemic therapy. Several large randomized control trials and meta-analyses provide evidence for the use of adjuvant chemotherapy for stage I to III, and are the basis for the standards of care. Cisplatin-based adjuvant chemotherapy regimens have shown 4% to 15% survival advantage at 5 years. Given this modest survival benefit, research is focused on the identification of prognostic and predictive markers to aid in the selection of appropriate adjuvant chemotherapy regimens.
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Affiliation(s)
- Melissa H Coleman
- Division of Thoracic surgery, Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115, USA
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Tong BC, Harpole DH. Molecular Markers for Incidence, Prognosis, and Response to Therapy. Surg Oncol Clin N Am 2012; 21:161-75. [DOI: 10.1016/j.soc.2011.09.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
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36
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Andersen S, Donnem T, Stenvold H, Al-Saad S, Al-Shibli K, Busund LT, Bremnes RM. Overexpression of the HIF hydroxylases PHD1, PHD2, PHD3 and FIH are individually and collectively unfavorable prognosticators for NSCLC survival. PLoS One 2011; 6:e23847. [PMID: 21887331 PMCID: PMC3161788 DOI: 10.1371/journal.pone.0023847] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2011] [Accepted: 07/27/2011] [Indexed: 12/19/2022] Open
Abstract
Introduction Hypoxia induced factors (HIFs) are at the heart of the adaptive mechanisms cancer cells must implement for survival. HIFs are regulated by four hydroxylases; Prolyl hydroxylase (PHD)-1,-2,-3 and factor inhibiting HIF (FIH). We aimed to investigate the prognostic impact of these oxygen sensors in NSCLC. Methods Tumor tissue samples from 335 resected stages I to IIIA NSCLC patients was obtained and tissue microarrays (TMAs) were constructed. Hydroxylase expression was evaluated by immunohistochemistry. Principal Findings There was scorable expression for all HIF hydroxylases in tumor cells, but not in stroma. In univariate analyses, high tumor cell expression of all the HIF hydroxylases were unfavorable prognosticators for disease-specific survival (DSS); PHD1 (P = 0.023), PHD2 (P = 0.013), PHD3 (P = 0.018) and FIH (P = 0.033). In the multivariate analyses we found high tumor cell expression of PHD2 (HR = 2.03, CI 95% 1.20–3.42, P = 0.008) and PHD1 (HR = 1.45, CI 95% 1.01–2.10, P = 0.047) to be significant independent prognosticators for DSS. Besides, there was an additive prognostic effect by the increasing number of highly expressed HIF hydroxylases. Provided none high expression HIF hydroxylases, the 5-year survival was 80% vs. 23% if all four were highly expressed (HR = 6.48, CI 95% 2.23–18.8, P = 0.001). Conclusions HIF hydroxylases are, in general, poor prognosticators for NSCLC survival. PHD1 and PHD2 are independent negative prognostic factors in NSCLC. Moreover, there is an additive poor prognostic impact by an increasing number of highly expressed HIF hydroxylases.
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Affiliation(s)
- Sigve Andersen
- Institute of Clinical Medicine, University of Tromso, Tromso, Norway.
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Megiorni F, Pizzuti A, Frati L. Clinical Significance of MicroRNA Expression Profiles and Polymorphisms in Lung Cancer Development and Management. PATHOLOGY RESEARCH INTERNATIONAL 2011; 2011:780652. [PMID: 21811665 PMCID: PMC3146996 DOI: 10.4061/2011/780652] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/12/2011] [Revised: 06/01/2011] [Accepted: 06/07/2011] [Indexed: 12/20/2022]
Abstract
Lung cancers account for a huge percentage of death in industrialized countries, and hence there is an increasing call for the development of novel treatments. These malignancies are caused by a combination of environmental factors, principally cigarette smoking and genetic alterations. MicroRNAs (miRNAs) are a recently discovered class of regulatory noncoding small RNAs with a significance in numerous biological processes. Strong evidence links miRNA impaired expression profiles and pathways to the etiology of several diseases, including neoplasia. This paper focuses on the emerging role of miRNA function in lung cancer development with particular highlighting on the use of miRNA profiles and polymorphisms for the molecular and biological characterization of tumor pulmonary growth and progression. Furthermore, we underline the potential utility of lung cancer-associated miRNAs as clinical biomarkers with a diagnostic, prognostic, and therapeutic significance and give emphasis to the promising novel miRNA-based curative strategies.
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Affiliation(s)
- Francesca Megiorni
- Department of Experimental Medicine, Sapienza University of Rome, Viale Regina Elena, 324-00161 Rome, Italy
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