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Dehghani T, Shahrjerdi A, Kahrizi MS, Soleimani E, Ravandeh S, Merza MS, Rahnama N, Ebrahimzadeh F, Bakhshesh M. Targeting programmed cell death protein 1 (PD-1) for treatment of non-small-cell lung carcinoma (NSCLC); the recent advances. Pathol Res Pract 2023; 246:154470. [PMID: 37150133 DOI: 10.1016/j.prp.2023.154470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 04/17/2023] [Accepted: 04/18/2023] [Indexed: 05/09/2023]
Abstract
The immune system uses various immune checkpoint axes to adjust responses, support homeostasis, and deter self-reactivity and autoimmunity. Nevertheless, non-small-cell lung carcinoma (NSCLC) can use protective mechanisms to facilitate immune evasion, which leads to potentiated cancer survival and proliferation. In this light, many blocking anti-bodies have been developed to negatively regulate checkpoint molecules, in particular, programmed cell death protein 1 (PD-1) / PD-ligand 1 (L1), and bypass these immune suppressive mechanisms. Meanwhile, anti-PD-1 anti-bodies such as nivolumab, pembrolizumab, cemiplimab, and sintilimab have shown excellent competence in successfully inspiring immune responses versus NSCLC. Accordingly, the United States Food and Drug Administration (FDA) has recently approved nivolumab (alone or in combination with ipilimumab) and pembrolizumab (alone or in combination with chemotherapy) as first-line treatment for advanced NSCLC patients. However, PD-1 blockade monotherapy remains inefficient in more than 60% of NSCLC patients, and many patients don't respond or acquire resistance to this modality. Also, toxicities related to anti-PD-1 anti-body have been progressively identified in clinical trials and oncology practice. Herein, we will outline the clinical benefits of PD-1 blockade therapy alone or in combination with other treatments (e.g., chemotherapy, radiotherapy, anti-angiogenic therapy) in NSCLC patients. Moreover, we will take a glimpse into the recently identified predictive biomarkers to determine patients most likely to suffer serious adverse events to decrease untoward toxicity risk and diminish treatment costs.
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Affiliation(s)
- Tannaz Dehghani
- Department of Internal Medicine, Lorestan University of Medical Sciences, Lorestan, Iran
| | - Alireza Shahrjerdi
- National Institute for Genetic Engineering and Biotechnology (NIGEB), P.O. Box: 14965/161, Tehran, Iran
| | | | - Elnaz Soleimani
- Departmant of Genetic, Babol University of Medical Science, Babol, Iran
| | | | - Muna S Merza
- Prosthetic Dental Techniques Department, Al-Mustaqbal university College, Babylon 51001, Iraq
| | - Negin Rahnama
- Department of Internal Medicine and Health Services, Semnan University of Medical Sciences, Semnan, Iran
| | - Farnoosh Ebrahimzadeh
- Department of Internal Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
| | - Morteza Bakhshesh
- Molecular and Medicine Research Center, Khomein University of Medical Sciences, Khomein, Iran.
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Ji L, Moghal N, Zou X, Fang Y, Hu S, Wang Y, Tsao MS. The NRF2 antagonist ML385 inhibits PI3K-mTOR signaling and growth of lung squamous cell carcinoma cells. Cancer Med 2023; 12:5688-5702. [PMID: 36305267 PMCID: PMC10028163 DOI: 10.1002/cam4.5311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 09/11/2022] [Accepted: 09/20/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Lung squamous cell carcinoma (LUSC) currently has limited therapeutic options because of the relatively few validated targets and the lack of clinical drugs for some of these targets. Although NRF2/NFE2L2 pathway activation commonly occurs in LUSC, NRF2 has predominantly been studied in other cancer models. Here, we investigated the function of NRF2 in LUSC, including in organoid models, and we explored the activity of a small molecule NRF2 inhibitor ML385, which has not previously been investigated in LUSC. METHODS We first explored the role of NRF2 signaling in LUSC cancer cell line and organoid proliferation through NRF2 knockdown or ML385 treatment, both in vivo and in vitro. Next, we performed Western blot and immunofluorescence assays to determine the effect of NRF2 inhibition on PI3K-mTOR signaling. Finally, we used cell viability and clonogenic assays to explore whether ML385 could sensitize LUSC cancer cells to PI3K inhibitors. RESULTS We find that downregulation of NRF2 signaling inhibited proliferation of LUSC cancer cell lines and organoids, both in vivo and in vitro. We also demonstrate that inhibition of NRF2 reduces PI3K-mTOR signaling, with two potential mechanisms being involved. Although NRF2 promotes AKT phosphorylation, it also acts downstream of AKT to increase RagD protein expression and recruitment of mTOR to lysosomes after amino acid stimulation. We also find that ML385 potentiates LUSC growth inhibition by a pan-PI3K inhibitor, which correlates with stronger inhibition of PI3K-mTOR signaling. CONCLUSIONS Our data provide additional support for NRF2 promoting LUSC growth through PI3K-mTOR activation and support development of NRF2 inhibitors for the treatment of LUSC.
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Affiliation(s)
- Lili Ji
- Department of Pathology, Key Laboratory of Microenvironment and Translational Cancer Research, Medical School of Nantong University, Nantong, Jiangsu, China
| | - Nadeem Moghal
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Xinru Zou
- Department of Pathology, Key Laboratory of Microenvironment and Translational Cancer Research, Medical School of Nantong University, Nantong, Jiangsu, China
| | - Yixuan Fang
- Department of Pathology, Key Laboratory of Microenvironment and Translational Cancer Research, Medical School of Nantong University, Nantong, Jiangsu, China
| | - Shuning Hu
- Department of Pathology, Key Laboratory of Microenvironment and Translational Cancer Research, Medical School of Nantong University, Nantong, Jiangsu, China
| | - Yuhui Wang
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Ming Sound Tsao
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
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Passaro A, Leighl N, Blackhall F, Popat S, Kerr K, Ahn MJ, Arcila ME, Arrieta O, Planchard D, de Marinis F, Dingemans AM, Dziadziuszko R, Faivre-Finn C, Feldman J, Felip E, Curigliano G, Herbst R, Jänne PA, John T, Mitsudomi T, Mok T, Normanno N, Paz-Ares L, Ramalingam S, Sequist L, Vansteenkiste J, Wistuba II, Wolf J, Wu YL, Yang SR, Yang JCH, Yatabe Y, Pentheroudakis G, Peters S. ESMO expert consensus statements on the management of EGFR mutant non-small-cell lung cancer. Ann Oncol 2022; 33:466-487. [PMID: 35176458 DOI: 10.1016/j.annonc.2022.02.003] [Citation(s) in RCA: 64] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 01/14/2022] [Accepted: 02/06/2022] [Indexed: 12/14/2022] Open
Abstract
The European Society for Medical Oncology (ESMO) held a virtual consensus-building process on epidermal growth factor receptor (EGFR)-mutant non-small-cell lung cancer in 2021. The consensus included a multidisciplinary panel of 34 leading experts in the management of lung cancer. The aim of the consensus was to develop recommendations on topics that are not covered in detail in the current ESMO Clinical Practice Guideline and where the available evidence is either limited or conflicting. The main topics identified for discussion were: (i) tissue and biomarkers analyses; (ii) early and locally advanced disease; (iii) metastatic disease and (iv) clinical trial design, patient's perspective and miscellaneous. The expert panel was divided into four working groups to address questions relating to one of the four topics outlined above. Relevant scientific literature was reviewed in advance. Recommendations were developed by the working groups and then presented to the entire panel for further discussion and amendment before voting. This manuscript presents the recommendations developed, including findings from the expert panel discussions, consensus recommendations and a summary of evidence supporting each recommendation.
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Affiliation(s)
- A Passaro
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Milan, Italy.
| | - N Leighl
- Division of Medical Oncology/Hematology, Princess Margaret Hospital Cancer Centre, Toronto, Canada
| | - F Blackhall
- Division of Cancer Sciences, The University of Manchester, Manchester, UK; Department of Medical Oncology, The Christie National Health Service (NHS) Foundation Trust, Manchester, UK
| | - S Popat
- National Heart and Lung Institute, Imperial College, London, UK; Lung Unit, Royal Marsden Hospital, London, UK; The Institute of Cancer Research, London, UK
| | - K Kerr
- Aberdeen Royal Infirmary, Aberdeen University Medical School, Aberdeen, UK
| | - M J Ahn
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - M E Arcila
- Department of Pathology, Molecular Diagnostics Service, Memorial Sloan Kettering Cancer Center, New York, USA
| | - O Arrieta
- Thoracic Oncology Unit, Instituto Nacional de Cancerología, Mexico City, Mexico
| | - D Planchard
- Department of Medical Oncology, Gustave Roussy, Villejuif, France
| | - F de Marinis
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - A M Dingemans
- Department of Respiratory Medicine, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - R Dziadziuszko
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdansk, Poland
| | - C Faivre-Finn
- The University of Manchester, Manchester Academic Health Science Centre, The Christie NHS Foundation Trust, Manchester, UK
| | - J Feldman
- Lung Cancer Patient and Advocate, Co-Founder of EGFR Resisters Patient Group
| | - E Felip
- Department of Medical Oncology, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - G Curigliano
- Department of Oncology and Hemato-Oncology, University of Milano, European Institute of Oncology IRCCS, Milan, Italy
| | - R Herbst
- Yale Comprehensive Cancer Center, Yale University School of Medicine, New Haven, USA
| | - P A Jänne
- Lowe Center for Thoracic Oncology, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - T John
- Peter MacCallum Cancer Centre, Melbourne, Australia
| | - T Mitsudomi
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - T Mok
- State Key Laboratory of Translational Oncology, Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Region, Hong Kong, China
| | - N Normanno
- Cell Biology and Biotherapy and Scientific Directorate, Istituto Nazionale Tumori, "Fondazione G.Pascale" IRCCS, Naples, Italy
| | - L Paz-Ares
- Lung Cancer Clinical Research Unit, and Complutense University, Madrid, Spain
| | - S Ramalingam
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Atlanta, Georgia
| | - L Sequist
- Department of Medicine, Massachusetts General Hospital, Boston, USA
| | - J Vansteenkiste
- Department of Respiratory Oncology, University Hospital KU Leuven, Leuven, Belgium
| | - I I Wistuba
- Department of Translational Molecular Pathology, Unit 951, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J Wolf
- Lung Cancer Group Cologne, Department I for Internal Medicine and Center for Integrated Oncology Cologne/Bonn, University Hospital Cologne, Cologne, Germany
| | - Y L Wu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital and Guangdong Academy of Medical Sciences, Guangdong, China
| | - S R Yang
- The Institute of Cancer Research, London, UK
| | - J C H Yang
- Department of Oncology, National Taiwan University Hospital and National Taiwan University Cancer Center, Taipei, Republic of China
| | - Y Yatabe
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
| | - G Pentheroudakis
- Department of Medical Oncology, University of Ioannina, Ioannina, Epirus, Greece
| | - S Peters
- Oncology Department - CHUV, Lausanne University, Lausanne, Switzerland
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Yang Y, Zhang S, Guo L. Characterization of Cell Cycle-Related Competing Endogenous RNAs Using Robust Rank Aggregation as Prognostic Biomarker in Lung Adenocarcinoma. Front Oncol 2022; 12:807367. [PMID: 35186743 PMCID: PMC8853726 DOI: 10.3389/fonc.2022.807367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 01/10/2022] [Indexed: 11/13/2022] Open
Abstract
Lung adenocarcinoma (LUAD), one of the most common pathological subtypes in lung cancer, has been of concern because it is the leading cause of cancer-related deaths. Due to its poor prognosis, to identify a prognostic biomarker, this study performed an integrative analysis to screen curial RNAs and discuss their cross-talks. The messenger RNA (mRNA) profiles were primarily screened using robust rank aggregation (RRA) through several datasets, and these deregulated genes showed important roles in multiple biological pathways, especially for cell cycle and oocyte meiosis. Then, 31 candidate genes were obtained via integrating 12 algorithms, and 16 hub genes (containing homologous genes) were further screened according to the potential prognostic values. These hub genes were used to search their regulators and biological-related microRNAs (miRNAs). In this way, 10 miRNAs were identified as candidate small RNAs associated with LUAD, and then miRNA-related long non-coding RNAs (lncRNAs) were further obtained. In-depth analysis showed that 4 hub mRNAs, 2 miRNAs, and 2 lncRNAs were potential crucial RNAs in the occurrence and development of cancer, and a competing endogenous RNA (ceRNA) network was then constructed. Finally, we identified CCNA2/MKI67/KIF11:miR-30a-5p:VPS9D1-AS1 axis-related cell cycle as a prognostic biomarker, which provided RNA cross-talks among mRNAs and non-coding RNAs (ncRNAs), especially at the multiple isomiR levels that further complicated the coding–non-coding RNA regulatory network. Our findings provide insight into complex cross-talks among diverse RNAs particularly involved in isomiRs, which will enrich our understanding of mRNA–ncRNA interactions in coding–non-coding RNA regulatory networks and their roles in tumorigenesis.
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Affiliation(s)
- Yifei Yang
- Department of Bioinformatics, Smart Health Big Data Analysis and Location Services Engineering Lab of Jiangsu Province, School of Geographic and Biologic Information, Nanjing University of Posts and Telecommunications, Nanjing, China
- Department of Biology, Brandeis University, Waltham, MA, United States
| | - Shiqi Zhang
- Department of Bioinformatics, Smart Health Big Data Analysis and Location Services Engineering Lab of Jiangsu Province, School of Geographic and Biologic Information, Nanjing University of Posts and Telecommunications, Nanjing, China
- Department of Biology, Brandeis University, Waltham, MA, United States
| | - Li Guo
- Department of Bioinformatics, Smart Health Big Data Analysis and Location Services Engineering Lab of Jiangsu Province, School of Geographic and Biologic Information, Nanjing University of Posts and Telecommunications, Nanjing, China
- *Correspondence: Li Guo,
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Gong M, Li Y, Ye X, Zhang L, Wang Z, Xu X, Shen Y, Zheng C. Loss-of-function mutations in KEAP1 drive lung cancer progression via KEAP1/NRF2 pathway activation. Cell Commun Signal 2020; 18:98. [PMID: 32576270 PMCID: PMC7310414 DOI: 10.1186/s12964-020-00568-z] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Accepted: 03/25/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND AND PURPOSE Targeted therapy and immunotherapy have led to dramatic change in the treatment of lung cancer, however, the overall 5-year survival rate of lung cancer patients is still suboptimal. It is important to exploit new potential of molecularly targeted therapies. High-frequency somatic mutations in KEAP1/NRF2 (27.9%) have been identified in lung squamous cell carcinoma. In this research, we explored the role of KEAP1 somatic mutations in the development of LSCC and whether a nuclear factor erythroid 2-related factor 2(NRF2) inhibitor be potential to target lung cancer carrying KEAP1/NRF2 mutations. METHODS Lung cancer cell lines A549 and H460 with loss-of-function mutations in KEAP1 stably transfected with wild-type (WT) KEAP1 or somatic mutations in KEAP1 were used to investigate the functions of somatic mutations in KEAP1. Flow cytometry, plate clone formation experiments, and scratch tests were used to examine reactive oxygen species, proliferation, and migration of these cell lines. RESULTS The expression of NRF2 and its target genes increased, and tumor cell proliferation, migration, and tumor growth were accelerated in A549 and H460 cells stably transfected with KEAP1 mutants compared to control cells with a loss-of-function KEAP1 mutation and stably transfected with WT KEAP1 in both in vitro and in vivo studies. The proliferation of A549 cell line trasfected with the R320Q KEAP1 mutant was inhibited more apparent than that of the A549 cell line trasfected with WT KEAP1 after treatment with NRF2 inhibitor ML385. CONCLUSION Somatic mutations of KEAP1 identified from patients with LSCC likely promote tumorigenesis mediated by activation of the KEAP1/NRF2 antioxidant stress response pathway. NRF2 inhibition with ML385 could inhibit the proliferation of tumor cells with KEAP1 mutation. Video abstract.
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Affiliation(s)
- Meiling Gong
- Department of Respiratory and Critical Care Medicine, Yangpu Hospital, Tongji Universtiy School Of Medicine, Shanghai, China
| | - Yan Li
- Shanghai Jiaotong University School of Medicine, Shanghai, China.,Shanghai Ninth People's Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Xiaoping Ye
- Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Linlin Zhang
- Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zhifang Wang
- Department of Respiratory and Critical Care Medicine, Yangpu Hospital, Tongji Universtiy School Of Medicine, Shanghai, China
| | - Xiaowen Xu
- Department of Respiratory and Critical Care Medicine, Yangpu Hospital, Tongji Universtiy School Of Medicine, Shanghai, China
| | - Yejing Shen
- Department of Respiratory and Critical Care Medicine, Yangpu Hospital, Tongji Universtiy School Of Medicine, Shanghai, China
| | - Cuixia Zheng
- Department of Respiratory and Critical Care Medicine, Yangpu Hospital, Tongji Universtiy School Of Medicine, Shanghai, China.
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Centeno C, Serra Mitja P, Avila M, Carcereny E, Muñoz-Mármol AM, Moran T, Castellà E, Sanz-Santos J, García-Olivè I, Ramirez Serrano JL, Rosell Gratacos A, Andreo García F. Molecular analysis in cytological samples obtained by endobronchial or oesophageal ultrasound guided needle aspiration in non-small cell lung cancer. Pulmonology 2020; 28:28-33. [PMID: 32507497 DOI: 10.1016/j.pulmoe.2020.05.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 04/28/2020] [Accepted: 05/03/2020] [Indexed: 12/25/2022] Open
Abstract
INTRODUCTION Cytological samples obtained by endobronchial ultrasound (EBUS) are capital for diagnosis, staging and molecular profile in non-small cell lung carcinoma (NSCLC). OBJECTIVE To assess the success rate of complete, partial and individual of molecular analysis in samples obtained by EBUS-guided transbronchial needle aspiration (TBNA) and/or by oesophageal ultrasound-guided fine needle aspiration with an echobronchoscope (EUS-B-FNA) in patients with NSCLC. METHODS Prospective study including 90 patients with non-squamous NSCLC, or non-smoking squamous. Cytological samples were classified into two groups. Group 1: PEN membrane slide and/or cell blocks for the determination of mutations of EGFR, KRAS, ERBB2 and BRAF. Group 2: silane coated slides or cell blocks for rearrangements of ALK, ROS1 and MET amplification. RESULTS The success rate was 78.6% for 4 molecular alterations (EGFR, KRAS, ALK and ROS1), and 44% for 7 determinations. The individual success rate for EGFR was 97%, KRAS 96.3%, ALK 85%, ROS1 82.3%, ERBB2 71.4%, BRAF 67.7% and MET 81.1%. There were no significant differences (p=0.489) in the number of molecular analyses (1-3 vs. 4) in group 1, depending on the types of samples (cell block vs. PEN membrane slide vs. cell block and PEN membrane slide). CONCLUSIONS In patients with NSCLC, the cytological material obtained by ultrasound-guided needle aspiration is sufficient for individual and partial molecular analysis in the vast majority of cases. Membrane slides such as cell blocks are valid samples for molecular analysis.
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Affiliation(s)
- C Centeno
- Bronchoscopy Unit, Pulmonology Department, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; Department of Medicine, Universitat Autonoma de Barcelona, Spain.
| | - P Serra Mitja
- Bronchoscopy Unit, Pulmonology Department, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; Department of Medicine, Universitat Autonoma de Barcelona, Spain
| | - M Avila
- Pathology Department, Hospital Universitari Germans Trias i Pujol, Barcelona, Spain
| | - E Carcereny
- Oncology Department, Badalona Applied Research Group in Oncology (B-ARGO), Institut Catala d' Oncologia, Barcelona, Spain
| | - A M Muñoz-Mármol
- Pathology Department, Hospital Universitari Germans Trias i Pujol, Barcelona, Spain
| | - T Moran
- Oncology Department, Badalona Applied Research Group in Oncology (B-ARGO), Institut Catala d' Oncologia, Barcelona, Spain
| | - E Castellà
- Pathology Department, Hospital Universitari Germans Trias i Pujol, Barcelona, Spain
| | - J Sanz-Santos
- Bronchoscopy Unit, Pulmonology Department, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - I García-Olivè
- Bronchoscopy Unit, Pulmonology Department, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - J L Ramirez Serrano
- Oncology Department, Badalona Applied Research Group in Oncology (B-ARGO), Institut Catala d' Oncologia, Barcelona, Spain
| | - A Rosell Gratacos
- Bronchoscopy Unit, Pulmonology Department, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; Department of Medicine, Universitat Autonoma de Barcelona, Spain; CIBERES, Hospital Universitari Germans Trias i Pujol, Barcelona, Spain
| | - F Andreo García
- Bronchoscopy Unit, Pulmonology Department, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; Department of Medicine, Universitat Autonoma de Barcelona, Spain; CIBERES, Hospital Universitari Germans Trias i Pujol, Barcelona, Spain
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Liu Z, Deng M, Wu L, Zhang S. An integrative investigation on significant mutations and their down-stream pathways in lung squamous cell carcinoma reveals CUL3/KEAP1/NRF2 relevant subtypes. Mol Med 2020; 26:48. [PMID: 32434476 PMCID: PMC7240936 DOI: 10.1186/s10020-020-00166-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Accepted: 04/16/2020] [Indexed: 01/10/2023] Open
Abstract
Background Molecular mechanism of lung squamous cell carcinoma (LUSC) remains poorly understood, hampering effective targeted therapies or precision diagnosis about LUSC. We devised an integrative framework to investigate on the molecular patterns of LUSC by systematically mining the genomic, transcriptional and clinical information. Methods We utilized the genomics and transcriptomics data for the LUSC cohorts in The Cancer Genome Atlas.. Both kinds of omics data for 33 types of cancers were downloaded from The NCI’s Genomic Data Commons (GDC) (https://gdc.cancer.gov/about-data/publications/pancanatlas). The genomics data were processed in mutation annotation format (maf), and the transcriptomics data were determined by RNA-seq method. Mutation significance was estimated by MutSigCV. Prognosis analysis was based on the cox proportional hazards regression (Coxph) model. Results Significant somatic mutated genes (SMGs) like NFE2L2, RASA1 and COL11A1 and their potential down-stream pathways were recognized. Furthermore, two LUSC-specific and prognosis-meaningful subtypes were identified. Interestingly, the good prognosis subtype was enriched with mutations in CUL3/KEAP1/NRF2 pathway and with markedly suppressed expressions of multiple down-stream pathways like epithelial mesenchymal transition. The subtypes were verified by the other two cohorts. Additionally, primarily regulated down-stream elements of different SMGs were also estimated. NFE2L2, KEAP1 and RASA1 mutations showed remarkable effects on the subtype-determinant gene expressions, especially for the inflammatory relevant genes. Conclusions This study supplies valuable references on potential down-stream processes of SMGs and an alternative way to classify LUSC.
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Affiliation(s)
- Zongang Liu
- Department of Thoracic Surgery, Shengjing Hospital of China Medical University, No.36 Sanhao Street, Heping District Shenyang, Liaoning, 110004, People's Republic of China
| | - Meiyan Deng
- Department of Thoracic Surgery, Shengjing Hospital of China Medical University, No.36 Sanhao Street, Heping District Shenyang, Liaoning, 110004, People's Republic of China
| | - Lin Wu
- Department of Thoracic Surgery, Shengjing Hospital of China Medical University, No.36 Sanhao Street, Heping District Shenyang, Liaoning, 110004, People's Republic of China.
| | - Suning Zhang
- Department of Thoracic Surgery, Shengjing Hospital of China Medical University, No.36 Sanhao Street, Heping District Shenyang, Liaoning, 110004, People's Republic of China
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Lv Z, Lei T. Systematical identifications of prognostic meaningful lung adenocarcinoma subtypes and the underlying mutational and expressional characters. BMC Cancer 2020; 20:56. [PMID: 31987030 PMCID: PMC6983970 DOI: 10.1186/s12885-019-6462-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 12/15/2019] [Indexed: 01/10/2023] Open
Abstract
Background Lung adenocarcinoma (LUAD) is one of the most common cancer types, threatening the human health around the world. However, the high heterogeneity and complexity of LUAD limit the benefits of targeted therapies. This study aimed to identify the key prognosis impacting genes and relevant subtypes for LUAD. Methods We recognized significant mutations and prognosis-relevant genes based on the omics data of 515 LUAD samples from The Cancer Genome Atlas. Mutation significance was estimated by MutSigCV. Prognosis analysis was based on the cox proportional hazards regression (Coxph) model. Specifically, the Coxph model was combined with a causal regulatory network to help reveal which genes play master roles among numerous prognosis impacting genes. Based on expressional profiles of the master genes, LUAD patients were clustered into different sub-types by a consensus clustering method and the importance of master genes were further evaluated by random forest. Results Significant mutations did not influence the prognosis directly. However, a collection of prognosis relevant genes were recognized, where 75 genes like GAPDH and GGA2 which are involved in mTOR signaling, lysosome or other key pathways are further identified as the master ones. Interestingly, the master gene expressions help separate LUAD patients into two sub-types displaying remarkable differences in expressional profiles, prognostic outcomes and genomic mutations in certain genes, like SMARCA4 and COL11A1. Meanwhile, the subtypes were re-discovered from two additional LUAD cohorts based on the top-10 important master genes. Conclusions This study can promote precision treatment of LUAD by providing a comprehensive description on the key prognosis-relevant genes and an alternative way to classify LUAD subtypes.
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Affiliation(s)
- Zhenyang Lv
- The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116000, People's Republic of China
| | - Ting Lei
- The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, 116000, People's Republic of China.
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Snyders K, Cho D, Hong JH, Lord S, Asher R, Marschner I, Lee CK. Benchmarking single-arm studies against historical controls from non-small cell lung cancer trials - an empirical analysis of bias. Acta Oncol 2020; 59:90-95. [PMID: 31608733 DOI: 10.1080/0284186x.2019.1674452] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Background: Recent trials of novel agents in 'rare' molecular subtypes of non-small cell lung cancer (NSCLC) have used single-arm trial designs and benchmarked outcomes against historical controls. We assessed the consistency of historical control outcomes using docetaxel data from published NSCLC randomized controlled trials (RCTs).Material and methods: Advanced NSCLC RCTs including a docetaxel monotherapy arm were included. Heterogeneity in tumor objective response rates (ORRs), progression-free survival (PFS) and overall survival (OS), and correlations between outcomes and year of trial commencement were assessed.Results: Among 63 trials (N = 10,633) conducted between 2000 and 2017, ORR ranged from 0% to 26% (I2 = 76.1%, pheterogeneity < .0001). Mean of the median PFS was 3.0 months (range: 1.4-6.4), 3-month PFS ranged from 25% to 85% (I2 = 86.0%, pheterogeneity < .0001). Mean of the median OS was 9.1 months (range: 4.7-22.9), 9-month OS ranged from 23% to 79% (I2 = 83.0%, pheterogeneity < .0001). Each later year of trial commencement was associated with 0.3% (p = .046), 0.5% (p = .11) and 0.9% (p = .001) improvement in ORR, 3-month PFS and 9-month OS rates, respectively.Conclusions: There was significant heterogeneity and an improving trend in docetaxel outcomes across trials conducted over 20 years. Benchmarking biomarker-targeted agents against historical controls may not be a valid approach to replace RCTs. Innovative study designs involving a concurrent control arm should be considered.
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Affiliation(s)
- Kelli Snyders
- Cancer Care Centre, St George Hospital, Kogarah, Australia
| | - Doah Cho
- National Health and Medical Research Council Clinical Trials Centre, Camperdown, Australia
| | - Jun Hee Hong
- Cancer Care Centre, St George Hospital, Kogarah, Australia
| | - Sally Lord
- National Health and Medical Research Council Clinical Trials Centre, Camperdown, Australia
- School of Medicine, The University of Norte Dame, Darlinghurst, Australia
| | - Rebecca Asher
- National Health and Medical Research Council Clinical Trials Centre, Camperdown, Australia
| | - Ian Marschner
- National Health and Medical Research Council Clinical Trials Centre, Camperdown, Australia
- Department of Statistics, Macquarie University, Sydney, Australia
| | - Chee Khoon Lee
- Cancer Care Centre, St George Hospital, Kogarah, Australia
- National Health and Medical Research Council Clinical Trials Centre, Camperdown, Australia
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10
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Yuan G, Zhan C, Huang Y, Zhu D, Xie H, Wei T, Lu T, Wang Q, Yang Y, Zhu Y. Clinical characteristics and prognosis of basaloid squamous cell carcinoma of the lung: a population-based analysis. PeerJ 2019; 7:e6724. [PMID: 31106047 PMCID: PMC6499056 DOI: 10.7717/peerj.6724] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 03/06/2019] [Indexed: 01/12/2023] Open
Abstract
Background This study analyzed the clinical features and prognosis of basaloid squamous cell carcinoma of the lung (BSC), and constructed a nomogram to predict the prognoses of patients. Methods The information of pure BSC patients was obtained in the Surveillance, Epidemiology, and End Results database between 2004 and 2015. Then, it was evaluated, and compared with the data of lung squamous cell carcinoma (SCC), lung large cell carcinoma (LCC) and lung adenocarcinoma (LAC) patients. Subsequently, we used univariate and multivariate analyses to investigate the independent factors related to the prognoses of patients with BSC and constructed a nomogram to verify the prognoses. Results A total of 425 patients diagnosed with BSC were enrolled. Compared with patients with SCC, LCC and LAC, the mean survival time of BSC patients was better than all of them. Compared with SCC, there were significant differences between the characteristics of grade (P < 0.001), total stage (P < 0.001), T stage (P < 0.001), N stage (P < 0.001), M stage (P < 0.001), surgery (P < 0.001), radiotherapy (P < 0.001), and chemotherapy (P < 0.001), while BSC also had significantly different clinical characteristics from LCC and LAC. Univariate and multivariate survival analyses showed that age (P < 0.001), T stage (P < 0.001), N stage (P = 0.009), M stage (P < 0.001), and surgery (P < 0.001) were independent prognostic factors of BSC. The survival of patients undergoing lobectomy was significantly better than sublobar resection, with an OR of 0.389 (0.263-0.578). We constructed a nomogram with a C-index of 0.750 (95% confidence interval) based on the results of multivariate analysis. The calibration curves based on nomogram scores indicated that the nomogram could accurately predict the prognosis of patients. Conclusions BSC had unique clinical and prognostic features. T stage, N stage, M stage, age, and surgery were independently associated with overall survival (OS). Lobectomy was a relative ideal choice for patients with BSC. The nomogram effectively predicted the OS at 1-, 3-, and 5-years.
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Affiliation(s)
- Guangda Yuan
- Department of Thoracic Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou,Jiangsu, China
| | - Cheng Zhan
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yiwei Huang
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Donglin Zhu
- Department of Thoracic Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou,Jiangsu, China
| | - Hongya Xie
- Department of Thoracic Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou,Jiangsu, China
| | - Tengteng Wei
- Department of Thoracic Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou,Jiangsu, China
| | - Tao Lu
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Qun Wang
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yong Yang
- Department of Thoracic Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou,Jiangsu, China
| | - Yimeng Zhu
- Department of Thoracic Surgery, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou,Jiangsu, China
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11
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Zablockis R, Žurauskas E, Danila E, Gruslys V. Prognostic Value of Thyroid Transcription Factor-1 Expression in Patients with Advanced Lung Adenocarcinoma. In Vivo 2019; 32:1571-1579. [PMID: 30348718 DOI: 10.21873/invivo.11416] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2018] [Revised: 09/12/2018] [Accepted: 09/19/2018] [Indexed: 12/27/2022]
Abstract
BACKGROUND/AIM The prognostic role of thyroid transcription factor-1 (TTF1) in advanced lung cancer is not clearly established. The present study aimed to evaluate the associations between clinicopathological characteristics, TTF1 expression, and overall survival (OS) of patients with advanced lung adenocarcinoma. MATERIALS AND METHODS One hundred and seventy-two patients were enrolled in this retrospective study. OS was assessed according to immunohistochemical TTF1 expression in lung adenocarcinoma tissue, age, gender, performance status (PS), smoking history and status, disease stage, tumor differentiation, epidermal growth factor receptor (EGFR) mutation and EGFR tyrosine kinase inhibitor (TKI) treatment status. RESULTS The OS time was longer (p<0.001) for patients with TTF1 expression than for patients without TTF1 expression (13.0 vs. 5.0 months, respectively). A multivariate analysis confirmed that worse PS [hazard ratio (HR)=2.13, p<0.001], poor histological differentiation (HR=2.02, p=0.001), wild-type EGFR status (HR=3.08, p<0.001) and negative TTF1 expression (HR=1.97, p=0.001) were independent predictors of worse prognosis. CONCLUSION TTF1 expression is an independent predictor of survival of patients with advanced lung adenocarcinoma.
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Affiliation(s)
- Rolandas Zablockis
- Clinic of Chest Diseases, Immunology and Allergology, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania .,Centre of Pulmonology and Allergology, Santaros Klinikos, Vilnius University Hospital, Vilnius, Lithuania
| | - Edvardas Žurauskas
- Department of Pathology, Forensic Medicine and Pharmacology, Institute of Biomedical Sciences, Vilnius University, Vilnius, Lithuania.,National Centre of Pathology, Affiliate of Santaros Klinikos, Vilnius University Hospital, Vilnius, Lithuania
| | - Edvardas Danila
- Clinic of Chest Diseases, Immunology and Allergology, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania.,Centre of Pulmonology and Allergology, Santaros Klinikos, Vilnius University Hospital, Vilnius, Lithuania
| | - Vygantas Gruslys
- Clinic of Chest Diseases, Immunology and Allergology, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania.,Centre of Pulmonology and Allergology, Santaros Klinikos, Vilnius University Hospital, Vilnius, Lithuania
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12
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Gammelgaard KR, Vad-Nielsen J, Clement MS, Weiss S, Daugaard TF, Dagnæs-Hansen F, Meldgaard P, Sorensen BS, Nielsen AL. Up-Regulated FGFR1 Expression as a Mediator of Intrinsic TKI Resistance in EGFR-Mutated NSCLC. Transl Oncol 2018; 12:432-440. [PMID: 30562682 PMCID: PMC6297127 DOI: 10.1016/j.tranon.2018.11.017] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 11/27/2018] [Accepted: 11/27/2018] [Indexed: 12/20/2022] Open
Abstract
Non-small cell lung carcinoma patients with epidermal growth factor receptor (EGFR) mutations are offered EGFR tyrosine kinase inhibitors (TKI) as first line treatment, but 20-40% of these patients do not respond. High expression of alternative receptor tyrosine kinases, such as Fibroblast growth factor receptor 1 (FGFR1), potentially mediates intrinsic EGFR TKI resistance. To study this in molecular detail, we used CRISPR-dCas9 Synergistic Activation Mediator (SAM) for up-regulation of FGFR1 in physiological relevant levels in the EGFR mutated NSCLC cell lines HCC827 and PC9 thereby generating HCC827gFGFR1 and PC9gFGFR1. The sensitivity to the TKI erlotinib was investigated in vitro and in a BALBc nu/nu mouse xenograft model. FGFR1 up-regulation decreased TKI-sensitivity in both NSCLC cell lines in the presence of the ligand fibroblast growth factor 2 (FGF2). Xenografts were established with PC9gFGFR1 cells and it was demonstrated that there was no significant difference in tumor size between TKI- and vehicle-treated PC9gFGFR1 tumors. This supports decreased TKI-sensitivity in NSCLC cells with FGFR1 up-regulation. Our study points to FGFR1 signaling being an intrinsic resistance mechanism abolishing TKI response in EGFR mutated NSCLC.
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Affiliation(s)
- Kristine Raaby Gammelgaard
- Department of Biomedicine, Aarhus University, Aarhus, Denmark; Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | | | | | - Simone Weiss
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | | | | | - Peter Meldgaard
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Boe Sandahl Sorensen
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
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13
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Fountzilas E, Levva S, Mountzios G, Polychronidou G, Maniadakis N, Kotoula V, Fountzilas G. Treating EGFR-Mutated Oncogene-Addicted Advanced Non-Small-Cell Lung Cancer in the Era of Economic Crisis in Greece: Challenges and Opportunities. J Glob Oncol 2018; 4:1-12. [PMID: 30260753 PMCID: PMC6223495 DOI: 10.1200/jgo.18.00115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Because of the profound financial crisis that commenced in Greece in 2010, severe cuts in health care spending and other restriction measures led to significant delays in the reimbursement of novel antineoplastic agents. In 2011, the Hellenic Society of Medical Oncology initiated a program of early access to epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors for the treatment of patients with advanced, EGFR-mutant non-small-cell lung cancer (NSCLC). We evaluated treatment patterns and clinical outcomes in patients with EGFR-mutant or wild-type disease treated at a large center in Greece throughout the period of financial crisis. PATIENTS AND METHODS From 2011 through 2015, 252 patients with newly diagnosed advanced NSCLC were treated at the Department of Medical Oncology of the Papageorgiou Hospital, a tertiary cancer center in northern Greece. We retrospectively reviewed patient medical records to obtain clinicopathologic characteristics, EGFR mutation status, and follow-up data. The primary end point was time to treatment failure. RESULTS Of the 198 evaluable patients, 25 (12%) had EGFR mutations. All patients with EGFR mutations except one received treatment with an EGFR tyrosine kinase inhibitor. Median times to treatment failure for patients with EGFR-mutant and wild-type disease were 15.8 and 7.1 months, respectively (hazard ratio, 0.58; 95% CI, 0.35 to 0.95; P = .031). There was no difference in overall survival between the two groups ( P = .293). No deviation from treatment guidelines or discontinuation of treatment regimens occurred because of logistic reasons or drug shortages. CONCLUSION Despite restrictions in the reimbursement policy and accompanying controls in the use of high-cost medicines, the national program enabled treatment of patients with EGFR-mutant NSCLC according to established guidelines. Therefore, the clinical outcomes of such patients treated in Greece during the economic crisis were in accordance with international standards.
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Affiliation(s)
- Elena Fountzilas
- Elena Fountzilas, MD Anderson Cancer Center, The University of Texas, Houston, TX; Sofia Levva and Genovefa Polychronidou, Papageorgiou Hospital; Sofia Levva, Genovefa Polychronidou, and Vassiliki Kotoula, School of Health Sciences, Aristotle University of Thessaloniki; Vassiliki Kotoula and George Fountzilas, Hellenic Foundation for Cancer Research; George Fountzilas, Aristotle University of Thessaloniki, Thessaloniki; Giannis Mountzios, Henry Dunant Hospital Center; and Nikos Maniadakis, National School οf Public Health, Athens, Greece
| | - Sofia Levva
- Elena Fountzilas, MD Anderson Cancer Center, The University of Texas, Houston, TX; Sofia Levva and Genovefa Polychronidou, Papageorgiou Hospital; Sofia Levva, Genovefa Polychronidou, and Vassiliki Kotoula, School of Health Sciences, Aristotle University of Thessaloniki; Vassiliki Kotoula and George Fountzilas, Hellenic Foundation for Cancer Research; George Fountzilas, Aristotle University of Thessaloniki, Thessaloniki; Giannis Mountzios, Henry Dunant Hospital Center; and Nikos Maniadakis, National School οf Public Health, Athens, Greece
| | - Giannis Mountzios
- Elena Fountzilas, MD Anderson Cancer Center, The University of Texas, Houston, TX; Sofia Levva and Genovefa Polychronidou, Papageorgiou Hospital; Sofia Levva, Genovefa Polychronidou, and Vassiliki Kotoula, School of Health Sciences, Aristotle University of Thessaloniki; Vassiliki Kotoula and George Fountzilas, Hellenic Foundation for Cancer Research; George Fountzilas, Aristotle University of Thessaloniki, Thessaloniki; Giannis Mountzios, Henry Dunant Hospital Center; and Nikos Maniadakis, National School οf Public Health, Athens, Greece
| | - Genovefa Polychronidou
- Elena Fountzilas, MD Anderson Cancer Center, The University of Texas, Houston, TX; Sofia Levva and Genovefa Polychronidou, Papageorgiou Hospital; Sofia Levva, Genovefa Polychronidou, and Vassiliki Kotoula, School of Health Sciences, Aristotle University of Thessaloniki; Vassiliki Kotoula and George Fountzilas, Hellenic Foundation for Cancer Research; George Fountzilas, Aristotle University of Thessaloniki, Thessaloniki; Giannis Mountzios, Henry Dunant Hospital Center; and Nikos Maniadakis, National School οf Public Health, Athens, Greece
| | - Nikos Maniadakis
- Elena Fountzilas, MD Anderson Cancer Center, The University of Texas, Houston, TX; Sofia Levva and Genovefa Polychronidou, Papageorgiou Hospital; Sofia Levva, Genovefa Polychronidou, and Vassiliki Kotoula, School of Health Sciences, Aristotle University of Thessaloniki; Vassiliki Kotoula and George Fountzilas, Hellenic Foundation for Cancer Research; George Fountzilas, Aristotle University of Thessaloniki, Thessaloniki; Giannis Mountzios, Henry Dunant Hospital Center; and Nikos Maniadakis, National School οf Public Health, Athens, Greece
| | - Vassiliki Kotoula
- Elena Fountzilas, MD Anderson Cancer Center, The University of Texas, Houston, TX; Sofia Levva and Genovefa Polychronidou, Papageorgiou Hospital; Sofia Levva, Genovefa Polychronidou, and Vassiliki Kotoula, School of Health Sciences, Aristotle University of Thessaloniki; Vassiliki Kotoula and George Fountzilas, Hellenic Foundation for Cancer Research; George Fountzilas, Aristotle University of Thessaloniki, Thessaloniki; Giannis Mountzios, Henry Dunant Hospital Center; and Nikos Maniadakis, National School οf Public Health, Athens, Greece
| | - George Fountzilas
- Elena Fountzilas, MD Anderson Cancer Center, The University of Texas, Houston, TX; Sofia Levva and Genovefa Polychronidou, Papageorgiou Hospital; Sofia Levva, Genovefa Polychronidou, and Vassiliki Kotoula, School of Health Sciences, Aristotle University of Thessaloniki; Vassiliki Kotoula and George Fountzilas, Hellenic Foundation for Cancer Research; George Fountzilas, Aristotle University of Thessaloniki, Thessaloniki; Giannis Mountzios, Henry Dunant Hospital Center; and Nikos Maniadakis, National School οf Public Health, Athens, Greece
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14
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Liang S, Xu Y, Tan F, Ding L, Ma Y, Wang M. Efficacy of icotinib in advanced lung squamous cell carcinoma. Cancer Med 2018; 7:4456-4466. [PMID: 30109777 PMCID: PMC6143949 DOI: 10.1002/cam4.1736] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2018] [Revised: 07/21/2018] [Accepted: 07/24/2018] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND There are controversial data supporting the efficacy of epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs) in patients with advanced lung squamous cell carcinoma (SCC). In this study, the efficacy of icotinib in unselected and EGFR-mutated patients with lung SCC was assessed. METHODS We retrospectively analyzed the survival time of unselected advanced lung SCC patients treated with icotinib for at least 5 months between June 2013 and June 2016, and selected appropriate EGFR-mutated advanced lung ADC patients to have 1:1 ratio of propensity score matching with EGFR-mutated advanced lung SCC patients, and matching factors were age, sex, clinical stage, Karnofsky performance status (KPS), smoking history, EGFR mutation type, and treatment lines. RESULTS A total of 487 unselected advanced lung SCC patients were available for analysis of icotinib treatment efficacy. The progression-free survival (PFS) was 13.0 months (95% CI 12.2-13.8), the overall survival (OS) was 16.0 months (95% CI 14.7-17.3), and the objective response rate (ORR) was 41.3%. After propensity score matching, 78 EGFR-mutated lung SCC and 78 EGFR-mutated lung ADC patients were selected and compared. Although no statistical difference was found, ADC patients were associated with a longer PFS (15.8 months vs 12.7 months, P = 0.275) and OS (24.2 months vs 18.5 months, P = 0.150), and a better ORR (59.0% vs 48.7%, P = 0.199) than compared with SCC patients when treated with icotinib. CONCLUSION Icotinib has a modest therapeutic effect in patients with advanced lung SCC, especially for the population with EGFR mutations.
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Affiliation(s)
- Shuai Liang
- Division of Respiratory MedicinePeking Union Medical College HospitalPeking Union Medical CollegeChinese Academy of Medical SciencesBeijingChina
| | - Yan Xu
- Division of Respiratory MedicinePeking Union Medical College HospitalPeking Union Medical CollegeChinese Academy of Medical SciencesBeijingChina
| | - Fenlai Tan
- Zhejiang Betta PharmaceuticalsHangzhouChina
| | | | - Yongbin Ma
- Zhejiang Betta PharmaceuticalsHangzhouChina
| | - Mengzhao Wang
- Division of Respiratory MedicinePeking Union Medical College HospitalPeking Union Medical CollegeChinese Academy of Medical SciencesBeijingChina
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15
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Chaaya G, Abdelghani R, Kheir F, Komiya T, Vander Velde N. NSCLC: State of the Art Diagnosis, Treatment, and Outcomes. CURRENT PULMONOLOGY REPORTS 2018. [DOI: 10.1007/s13665-018-0198-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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16
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Meedendorp AD, Ter Elst A, 't Hart NA, Groen HJM, Schuuring E, van der Wekken AJ. Response to HER2 Inhibition in a Patient With Brain Metastasis With EGFR TKI Acquired Resistance and an HER2 Amplification. Front Oncol 2018; 8:176. [PMID: 29872644 PMCID: PMC5972286 DOI: 10.3389/fonc.2018.00176] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 05/04/2018] [Indexed: 01/23/2023] Open
Abstract
A 62-year-old man was referred to our university hospital for treatment of advanced adenocarcinoma of the lung after disease progression on two lines of EGFR TKI and one line of chemotherapy. Fluorescent in situ hybridization analysis upon progression showed an HER2 amplification. At our weekly Molecular Tumor Board (MTB), a decision was made to treat this patient with afatinib, which resulted in a partial response. However, progression was observed with a facial nerve paresis due to a metastasis in the skull. A biopsy of a location in the thorax revealed the presence of an EGFR-T790M mutation associated with acquired resistance, after which treatment with osimertinib was started. After 6 months, disease progression was observed, and a new biopsy was taken from the pelvic bone, which revealed the original amplification of HER2 together with the EGFR-L858R mutation, the EGFR-T790M mutation was not detected. The MTB decided to treat the patient with trastuzumab/paclitaxel. A partial response was observed in different bone lesions, while the skull metastasis with ingrowth in the brain remained stable for 6 months. Because of progression of the bone metastases after 6 months, a biopsy of a lesion in the thorax wall was taken. In this lesion, the EGFR-T790M mutation could be detected again. The MTB advised to start treatment with a combination of osimertinib and afatinib. This resulted in an impressive clinical improvement and a partial response of the bone metastases on the most recent 18-fluorodeoxyglucose positron emission tomography and computer tomography-scan. In conclusion, adjusting treatment to the mutational make-up of the tumor is a great challenge. For optimal treatment response multiple biopsies and re-biopsy upon progression are imperative. As more genes are investigated, treatment decision becomes increasingly difficult, therefore, expert opinions from an MTB is essential.
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Affiliation(s)
- Arenda D Meedendorp
- University of Groningen and University Medical Center Groningen, Groningen, Netherlands
| | - Arja Ter Elst
- University of Groningen and University Medical Center Groningen, Groningen, Netherlands
| | - Nils A 't Hart
- University of Groningen and University Medical Center Groningen, Groningen, Netherlands
| | - Harry J M Groen
- University of Groningen and University Medical Center Groningen, Groningen, Netherlands
| | - Ed Schuuring
- University of Groningen and University Medical Center Groningen, Groningen, Netherlands
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17
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Lin JH, Lin D, Xu L, Wang Q, Hu HH, Xu HP, He ZY. The association between clinical prognostic factors and epidermal growth factor receptor-tyrosine kinase inhibitor (EGFR-TKI) efficacy in advanced non-small-cell lung cancer patients: a retrospective assessment of 94 cases with EGFR mutations. Oncotarget 2018; 8:3412-3421. [PMID: 27926500 PMCID: PMC5356891 DOI: 10.18632/oncotarget.13787] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 11/22/2016] [Indexed: 11/25/2022] Open
Abstract
Objective This study aimed to examine the association of clinical prognostic factors with epidermal growth factor receptor-tyrosine kinase inhibitor (EGFR-TKI) efficacy in advanced non-small-cell lung cancer (NSCLC) patients. Methods The demographic and clinical characteristics of 94 patients with stage IV NSCLC were retrospectively reviewed, and the association between clinical factors and EGFR-TKIs efficacy was evaluated. Results Of the 94 stage IV NSCLC patients enrolled in this study, a 74.5% objective response rate (ORR) and 97.9% disease control rate (DCR) were observed for EGFR-TKIs treatment, and a higher ORR was seen in patients with 0 and 1 ECOG scores than those with 2 or greater scores (P = 0.049). The subjects had a median PFS of 11 months and a median OS of 31 months after EGFR-TKIs treatment. ECOG score and timing of targeted therapy were factors affecting PFS, and ECOG score, smoking status and brain metastasis were factors affecting OS. In addition, ECOG score was an independent prognostic factor for PFS in stage IV NSCLC patients, and the patients with EGFR 19del mutation had a longer PFS than those with exon 21 L855R mutation (P = 0.003), while ECOG score and brain metastasis were independent prognostic factors for OS. Conclusions The results of this study demonstrate that EGFR-TKI therapy results in survival benefits for EGFR-mutant advanced NSCLC patients, regardless of gender, smoking history, pathologic type, type of EGFR mutations, brain metastasis and timing of targeted therapy. ECOG score is an independent prognostic factor for PFS, and ECOG score and brain metastasis are independent prognostic factors for OS in advanced NSCLC patients.
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Affiliation(s)
- Jing-Hui Lin
- Department of Thoracic Medical Oncology, Fujian Provincial Cancer Hospital & Cancer Hospital Affiliated to Fujian Medical University, Fuzhou 350014, Fujian Province, China.,Group of Lung Cancer Treatment, Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fuzhou 350014, Fujian Province, China
| | - Dong Lin
- Department of Thoracic Medical Oncology, Fujian Provincial Cancer Hospital & Cancer Hospital Affiliated to Fujian Medical University, Fuzhou 350014, Fujian Province, China.,Group of Lung Cancer Treatment, Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fuzhou 350014, Fujian Province, China
| | - Ling Xu
- Department of Thoracic Medical Oncology, Fujian Provincial Cancer Hospital & Cancer Hospital Affiliated to Fujian Medical University, Fuzhou 350014, Fujian Province, China.,Group of Lung Cancer Treatment, Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fuzhou 350014, Fujian Province, China
| | - Qiang Wang
- Department of Thoracic Medical Oncology, Fujian Provincial Cancer Hospital & Cancer Hospital Affiliated to Fujian Medical University, Fuzhou 350014, Fujian Province, China.,Group of Lung Cancer Treatment, Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fuzhou 350014, Fujian Province, China
| | - Hui-Hua Hu
- Department of Thoracic Medical Oncology, Fujian Provincial Cancer Hospital & Cancer Hospital Affiliated to Fujian Medical University, Fuzhou 350014, Fujian Province, China.,Group of Lung Cancer Treatment, Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fuzhou 350014, Fujian Province, China
| | - Hai-Peng Xu
- Department of Thoracic Medical Oncology, Fujian Provincial Cancer Hospital & Cancer Hospital Affiliated to Fujian Medical University, Fuzhou 350014, Fujian Province, China.,Group of Lung Cancer Treatment, Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fuzhou 350014, Fujian Province, China
| | - Zhi-Yong He
- Department of Thoracic Medical Oncology, Fujian Provincial Cancer Hospital & Cancer Hospital Affiliated to Fujian Medical University, Fuzhou 350014, Fujian Province, China.,Group of Lung Cancer Treatment, Fujian Provincial Key Laboratory of Translational Cancer Medicine, Fuzhou 350014, Fujian Province, China
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18
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Baumgartner U, Berger F, Hashemi Gheinani A, Burgener SS, Monastyrskaya K, Vassella E. miR-19b enhances proliferation and apoptosis resistance via the EGFR signaling pathway by targeting PP2A and BIM in non-small cell lung cancer. Mol Cancer 2018; 17:44. [PMID: 29455644 PMCID: PMC5817797 DOI: 10.1186/s12943-018-0781-5] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Accepted: 02/01/2018] [Indexed: 12/19/2022] Open
Abstract
Background Epidermal growth factor receptor (EGFR) mutations enable constitutive active downstream signaling of PI3K/AKT, KRAS/ERK and JAK/STAT pathways, and promote tumor progression by inducing uncontrolled proliferation, evasion of apoptosis and migration of non-small cell lung cancer (NSCLC). In addition, such EGFR mutations increase the susceptibility of patients with NSCLC to tyrosine kinase inhibitor (TKI) therapy, but treated patients will invariably relapse with resistant disease. A global understanding of underlying molecular mechanisms of EGFR signaling may improve the management of NSCLC patients. Methods microarray analysis was performed to identify PI3K/AKT-regulated miRNAs. Phosphoproteomic analysis and cell based assays were performed using NSCLC cell lines lentivirally transduced with anti-miR or miR overexpressing constructs. Results Here, we show that 17 miRNAs including members of the miR-17~ 92 cluster are dysregulated following PI3K/AKT inhibition of EGFR mutant NSCLC cells. Bioinformatics analysis revealed that dysregulated miRNAs act in a concerted manner to enhance the activity of the EGFR signaling pathway. These findings were closely mirrored by attenuation of miR-17~ 92 family member miR-19b in NSCLC cell lines which resulted in reduced phosphorylation of ERK, AKT and STAT and effector proteins in EGFR mutant NSCLC cells. Consistent with this finding, cell cycle progression, clonogenic growth and migration were reduced and apoptosis was enhanced. Co-treatment of NSCLC cells with the tyrosine kinase inhibitor (TKI) gefitinib and anti-miR-19b construct reduced migration and clonogenic growth in a synergistic manner suggesting that EGFR and miR-19b act together to control oncogenic processes. Serine/threonine phosphatase PP2A subunit PPP2R5E and BCL2L11 encoding BIM were identified as major targets of miR-19b by target validation assays. Consistent with this finding, PP2A activity was strongly enhanced in NSCLC transduced with anti-miR-19b construct, but not in cells co-transduced with anti-miR-19b and shPPP2R5E, suggesting that PPP2R5E is a major constituent of the PP2A complex. Accordingly, enhanced proliferation by miR-19b was due to targeting PPP2R5E. In contrast, apoptosis resistance was mainly due to targeting BCL2L11. Conclusion Our results provide insight into the importance of targeting PPP2R5E and BCL2L11 by miR-19b in oncogenic processes of NSCLC. Attenuation of miR-19b expression could potentially be exploited in adjuvant therapy of EGFR mutant NSCLC. Electronic supplementary material The online version of this article (10.1186/s12943-018-0781-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ulrich Baumgartner
- Institute of Pathology, University of Bern, Bern, Switzerland.,Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Fabienne Berger
- Institute of Pathology, University of Bern, Bern, Switzerland
| | | | - Sabrina Sofia Burgener
- Institute for Virology and Immunology, Vetsuisse Faculty, University of Bern, Mittelhäusern, Bern, Switzerland
| | | | - Erik Vassella
- Institute of Pathology, University of Bern, Bern, Switzerland. .,Institut für Pathologie, University of Bern, Murtenstrasse 31, CH-3008, Bern, Switzerland.
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19
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The 2015 World Health Organisation Classification of Lung Cancer. PRECISION MOLECULAR PATHOLOGY OF LUNG CANCER 2018. [DOI: 10.1007/978-3-319-62941-4_5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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20
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Vanhove K, Mesotten L, Heylen M, Derwael R, Louis E, Adriaensens P, Thomeer M, Boellaard R. Prognostic value of total lesion glycolysis and metabolic active tumor volume in non-small cell lung cancer. Cancer Treat Res Commun 2017; 15:7-12. [PMID: 30207286 DOI: 10.1016/j.ctarc.2017.11.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2016] [Revised: 07/14/2017] [Accepted: 11/14/2017] [Indexed: 11/18/2022]
Abstract
INTRODUCTION To predict the outcome of patients with non-small cell lung cancer (NSCLC) the currently used prognostic system (TNM) is not accurate enough. The prognostic significance of the SUVmax measured by PET remains controversial. This study aims to evaluate the prognostic value in overall survival and progression free survival of SUVmax, the total lesion glycolysis (TLG) and the mean metabolic active volume (MATV) in NSCLC. METHODS We retrospectively reviewed 105 patients (72 males, 33 females) with a new diagnosis of NSCLC (TNM stage I: 27.6%, II: 10.5%, III: 40.9% and IV: 21.0%) who underwent scanning with a PET/CT. For VOI definition a semi-automatic delineation tool was used. On PET images SUVmax, SUVmean and MATV of the primary tumor and the whole tumor burden were measured. TLG and MATV were measured by using a threshold of 50% of SUVmax. RESULTS OS and PFS are found to be higher in patients with low-SUVTmax and low-TLGT values. OS and PFS were significantly higher for low-SUVWTBmax, low-MATVWTB and low-TLGWTB values of the whole-tumor burden. Multivariate analysis of the whole-tumor burden revealed that the most important prognostic factors for OS are high MATVWTB and TLGWTB values, increasing stage and male gender. TLGWTB and stage are also independent prognosticators in PFS. CONCLUSION Only whole-body TLG is of prognostic value in NSCLC for both OS and PFS. Stratification of patients by TLGWTB might complement outcome prediction but the TNM stage remains the most important determinant of prognosis. MICROABSTRACT In order to predict the outcome of patients with non-small cell lung cancer (NSCLC) the currently used prognostic system (TNM) is not accurate enough. The prognostic significance of the standard uptake value (SUV) measured by PET remains controversial. This study aims to evaluate the prognostic value in overall survival (OS) and progression free survival (PFS) of the standard uptake value (SUV), the total lesion glycolysis (TLG) and the mean metabolic active volume (MATV) in NSCLC. The study reveals that TLG of the whole-tumor burden is an independent prognostic factor for OS and PFS in patients with NSCLC.
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Affiliation(s)
- Karolien Vanhove
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium
| | - Liesbet Mesotten
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium; Ziekenhuis Oost Limburg, Schiepse Bos 6, 3600 Genk, Belgium.
| | - Micheline Heylen
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium
| | - Ruben Derwael
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium
| | - Evelyne Louis
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium
| | - Peter Adriaensens
- Hasselt University, Institute for Materials Research, Applied and Analytical Chemistry, Agoralaan Building D, B-3590 Diepenbeek, Belgium
| | - Michiel Thomeer
- Hasselt University, Faculty of Medicine and Life Sciences, Martelarenlaan 42, B-3500 Hasselt, Belgium; Ziekenhuis Oost Limburg, Schiepse Bos 6, 3600 Genk, Belgium
| | - Ronald Boellaard
- VU University Medical Center, Department of Radiology & Nuclear Medicine, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
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21
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de Castro J, Tagliaferri P, de Lima VCC, Ng S, Thomas M, Arunachalam A, Cao X, Kothari S, Burke T, Myeong H, Grattan A, Lee DH. Systemic therapy treatment patterns in patients with advanced non-small cell lung cancer (NSCLC): PIvOTAL study. Eur J Cancer Care (Engl) 2017; 26. [PMID: 28748556 PMCID: PMC5697695 DOI: 10.1111/ecc.12734] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/01/2017] [Indexed: 12/21/2022]
Abstract
The aim of this multinational retrospective cohort study, conducted at academic and community oncology centres, was to describe real‐world treatment patterns for patients with a confirmed diagnosis of advanced/metastatic (stage IIIB/IV) non‐small cell lung cancer (NSCLC) who initiated first‐line systemic therapy from January 2011 through June 2014. The study included 1265 patients in Italy, Spain, Germany, Australia, Korea, Taiwan and Brazil. The proportion of patients with squamous versus non‐squamous NSCLC was approximately 20% versus 75%, and associated patient demographic characteristics were similar in all countries, excepting race. Patients with squamous NSCLC were predominantly male and current/ex‐smokers. Biomarker tests were performed for the majority of patients with non‐squamous NSCLC, ranging from 54% (Brazil) to 91% in Taiwan, where, of those tested, 68% with non‐squamous NSCLC had positive epidermal growth factor receptor (EGFR)‐mutation status; in other countries the EGFR‐positive percentages ranged from 17% (Spain/Brazil) to 40% (Korea). Platinum‐based regimens were the most common first‐line therapy in all countries except Taiwan, where gefitinib was the most common first‐line agent. Median overall survival ranged from 9.3 months (Brazil) to 25.5 months (Taiwan). The diagnostic and treatment patterns recorded in this study were heterogeneous but largely in line with NSCLC guidelines during the study period.
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Affiliation(s)
- J de Castro
- Medical Oncology Service, Hospital Universitario La Paz (IDIPAZ), Madrid, Spain
| | - P Tagliaferri
- Azienda Ospedaliero Universitaria Mater Domini, Catanzaro, Italy.,Dipartimento di Medicina Sperimentale e Clinica, Magna Graecia University, Catanzaro, Italy
| | - V C C de Lima
- Department of Medical Oncology, A. C. Camargo Cancer Center, São Paulo, Brazil
| | - S Ng
- Bendigo Cancer Centre, Bendigo Health, Bendigo, Vic., Australia
| | - M Thomas
- Internistische Onkologie der Thoraxtumoren, Thoraxklinik im Universitätsklinikum Heidelberg, Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - A Arunachalam
- Center for Observational and Real World Evidence (CORE), Merck & Co., Inc., Rahway, NJ, USA
| | - X Cao
- Center for Observational and Real World Evidence (CORE), Merck & Co., Inc., Rahway, NJ, USA
| | - S Kothari
- Center for Observational and Real World Evidence (CORE), Merck & Co., Inc., Rahway, NJ, USA
| | - T Burke
- Center for Observational and Real World Evidence (CORE), Merck & Co., Inc., Rahway, NJ, USA
| | - H Myeong
- Oncology Global Medical Affairs, MSD Korea, Seoul, Korea
| | - A Grattan
- MSD Australia, Macquarie Park, NSW, Australia
| | - D H Lee
- Department of Oncology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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22
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Chen X, Wang P, Guo F, Wang X, Wang J, Xu J, Yuan D, Zhang J, Shao C. Autophagy enhanced the radioresistance of non-small cell lung cancer by regulating ROS level under hypoxia condition. Int J Radiat Biol 2017; 93:764-770. [PMID: 28463025 DOI: 10.1080/09553002.2017.1325025] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
PURPOSE Tumor resistance towards radiation has been a big obstacle in the poor prognosis of lung cancer. It has been reported that hypoxia and autophagy partly contribute to this resistance. However, there is controversy over whether autophagy plays a positive role in cancer therapy or not. We aim to find out the specific mechanism of radiation resistance. MATERIALS AND METHODS A549 cells were treated with conditioned medium (CM) under 12 h hypoxia or normoxia before irradiation, followed by the measurement of clonogenic survival, reactive oxygen species (ROS), signal of mitochondria and autophagy flux. In some experiments, the A549 cells were respectively transfected with LC3 small interfering RNA (siRNA), or treated with Earle's Balanced Salt Solution (EBSS). RESULTS We found that hypoxia enhanced cell radioresistance by increasing the induction of autophagy. And after hypoxia stress, the number of mitochondria was reduced but the cellular ROS level was enhanced. It was significant that autophagy may enhance cell radioresistance by reducing ROS during hypoxic treatment. CONCLUSIONS We elucidated the possible mechanisms of autophagy in regulating cancer cell death or survival. These results supply a new opinion about the intrinsic factor of radioresistance of hypoxia tumors.
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Affiliation(s)
- Xiaoyan Chen
- a Institute of Radiation Medicine , Fudan University , Shanghai , China
| | - Ping Wang
- a Institute of Radiation Medicine , Fudan University , Shanghai , China
| | - Fei Guo
- a Institute of Radiation Medicine , Fudan University , Shanghai , China
| | - Xiangdong Wang
- a Institute of Radiation Medicine , Fudan University , Shanghai , China
| | - Juan Wang
- a Institute of Radiation Medicine , Fudan University , Shanghai , China
| | - Jinping Xu
- a Institute of Radiation Medicine , Fudan University , Shanghai , China
| | - Dexiao Yuan
- a Institute of Radiation Medicine , Fudan University , Shanghai , China
| | - Jianghong Zhang
- a Institute of Radiation Medicine , Fudan University , Shanghai , China
| | - Chunlin Shao
- a Institute of Radiation Medicine , Fudan University , Shanghai , China
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23
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Zhang T, Li J. [Driven Gene in Patients with Lung Squamous Cell Carcinoma:
Analysis of Clinicopathologic Characteristics and Prognosis]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2017; 19:648-652. [PMID: 27760592 PMCID: PMC5973419 DOI: 10.3779/j.issn.1009-3419.2016.10.02] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND It has been proven that epidermal growth factor receptor (EGFR), anaplastic lymphoma kinase (ALK), and KRAS are common driver genes in non-small cell lung cancer (NSCLC). Molecular targeted therapy increases the overall response rate and progression-free survival (PFS) of patients with EGFR-sensitive mutation or echinoderm microtubule-associated protein like 4-anaplastic lymphoma kinase (EML4-ALK) fusion. However, target and targeted drugs for lung squamous cell carcinoma to indicate clinical therapy remain to be confirmed. The aim of this study was to analyze the relationship between the status of driver genes and the clinicopathologic characteristics of NSCLC. METHODS A total of 90 patients were recruited and tested for EGFR, ALK and KRAS mutations. The status of EGFR and KRAS was tested by amplification refractory mutation system, and the status of ALK was tested by fluorescence in situ hybridization. RESULTS Of the 90 patients, 8 patients had EGFR mutation (8.8%), and 2 cases had KRAS mutation (2.2%). EML4-ALK fusion was found in 1 of 18 patients (5.6%). EGFR mutation occurred more frequently in females than in males (P=0.022). Significant differences were observed in pathological stage (P=0.042) and differentiation grade (P=0.003). No significant difference in PFS was observed between EGFR-TKI treatment and chemotherapy in EGFR mutation patients with squamous cell carcinoma of the lung (P=0.607). Patients with EML4-ALK fusion could benefit from targeted therapy. CONCLUSIONS EML4-ALK fusion occurred more frequently than EGFR and KRAS mutations in patients with lung squamous cell carcinoma. Clinicopathologic characteristics were different between EGFR mutation and EGFR wild-type patients. The relationship between molecular targeted therapy and status of EGFR or ALK genes in patients with lung squamous cell carcinoma needs further investigation.
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Affiliation(s)
- Tongtong Zhang
- National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences
and Peking Union Medical College, Beijing 100021, China
| | - Junling Li
- National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences
and Peking Union Medical College, Beijing 100021, China
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24
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Joshi A, Zanwar S, Noronha V, Patil VM, Chougule A, Kumar R, Janu A, Mahajan A, Kapoor A, Prabhash K. EGFR mutation in squamous cell carcinoma of the lung: does it carry the same connotation as in adenocarcinomas? Onco Targets Ther 2017; 10:1859-1863. [PMID: 28405166 PMCID: PMC5378442 DOI: 10.2147/ott.s125397] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND EGFR tyrosine kinase inhibitors (TKIs) have greatly improved the outcomes of EGFR mutation-positive adenocarcinomas of the lung. In contrast, the significance of EGFR mutation in metastatic squamous cell carcinoma (SCC) of the lung has been debated. METHODS All patients with metastatic SCC who underwent EGFR mutation testing at our center from 2010 to 2015 were included for analysis. EGFR kinase domain mutations were tested using Taqman-based real-time polymerase chain reaction (PCR). Response assessment was done using Response Evaluation Criteria In Solid Tumors (RECIST) 1.1. Kaplan-Meier method was used for calculating progression-free survival (PFS) and overall survival (OS). RESULTS EGFR mutation was detected in 29 out of 639 patients with SCC. Furthermore, 19 out of the 29 patients received TKIs at some point during their treatment. TKI therapy led to a partial response in 5 out of 19 patients and stable disease in 4 out of 19 patients. The median PFS of patients treated with TKIs was 5.0 months. The median OS of the whole EGFR-positive SCC cohort was 6.6 months. On univariate analysis, patients having received TKI therapy was the only factor associated with a significantly better OS of 13.48 months versus 2.58 months (P=0.000). On multivariate analysis, patients receiving TKI therapy, Eastern Cooperative Oncology Group-Performance Scale (ECOG-PS) score <2, EGFR exon 19 mutation and nonsmoking status were associated with significantly better OS. CONCLUSION EGFR mutation in SCC of the lung predicts a better outcome if the patient is given TKI, but it may be inferior to the outcomes seen in EGFR-positive adenocarcinomas treated with TKI.
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Affiliation(s)
- Amit Joshi
- Department of Medical Oncology, Tata Memorial Hospital
| | | | | | - Vijay M Patil
- Department of Medical Oncology, Tata Memorial Hospital
| | | | | | - Amit Janu
- Department of Radiology, Tata Memorial Hospital, Mumbai, Maharashtra, India
| | - Abhishek Mahajan
- Department of Radiology, Tata Memorial Hospital, Mumbai, Maharashtra, India
| | - Akhil Kapoor
- Department of Medical Oncology, Tata Memorial Hospital
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25
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Pirker R. Milestones in the systemic treatment of lung cancer. MEMO-MAGAZINE OF EUROPEAN MEDICAL ONCOLOGY 2017; 10:22-26. [PMID: 28367252 PMCID: PMC5357246 DOI: 10.1007/s12254-017-0313-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Accepted: 01/18/2017] [Indexed: 12/26/2022]
Abstract
Several milestones in the systemic treatment of lung cancer have been reached. Combination chemotherapy of small cell lung cancer was the first of these milestones. The establishment of palliative chemotherapy in patients with advanced non-small cell lung cancer and of adjuvant chemotherapy in patients with completely resected non-small cell lung cancer was another important milestone. Targeted therapies with angiogenesis inhibitors, EGFR inhibitors, and ALK inhibitors also advanced treatment. The clinical introduction of immune checkpoint inhibitors was the latest milestone.
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Affiliation(s)
- Robert Pirker
- Department of Medicine I, Medical University of Vienna, Währinger Gürtel 18-20, 1090 Vienna, Austria
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26
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Pirker R, Filipits M. Personalized treatment of advanced non-small-cell lung cancer in routine clinical practice. Cancer Metastasis Rev 2016; 35:141-50. [PMID: 26970967 PMCID: PMC4821865 DOI: 10.1007/s10555-016-9612-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Personalized treatment of patients with advanced non-small-cell lung cancer based on clinical and molecular tumor features has entered clinical routine practice. The 2015 pathological classification of lung cancer mandates immunohistochemical and molecular analysis. Therapeutic strategies focused on inhibition of angiogenesis and growth factor receptor signaling. Inhibitors of angiogenesis and monoclonal antibodies directed against the epidermal growth factor receptor have shown efficacy in combination with chemotherapy. Mutations in the epidermal growth factor receptor and anaplastic lymphoma kinase have become clinically relevant therapeutic targets. Immune checkpoint inhibitors are also entering routine clinical practice. Identification of predictive biomarkers is essential and faces several challenges including tumor heterogeneity and dynamic changes of tumor features over time. Liquid biopsies may overcome some of these challenges in the future.
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Affiliation(s)
- Robert Pirker
- Department of Medicine I, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
| | - Martin Filipits
- Department of Medicine I, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
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27
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Syed YY. therascreen® EGFR RGQ PCR Kit: A Companion Diagnostic for Afatinib and Gefitinib in Non-Small Cell Lung Cancer. Mol Diagn Ther 2016; 20:191-8. [PMID: 26891729 DOI: 10.1007/s40291-016-0189-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
therascreen(®) EGFR RGQ PCR Kit is a real-time polymerase chain reaction test kit for the qualitative detection of exon 19 deletions and L858R mutation of the human EGFR gene in formalin-fixed paraffin-embedded non-small cell lung cancer (NSCLC) tissue. The US FDA has approved the kit for selecting patients with NSCLC for treatment with afatinib or gefitinib. The test has good analytical sensitivity and specificity. It requires only two 5 µm tissue sections, is easy to use, provides automated interpretation of results and can be performed in <8 h. There is good concordance between EGFR mutation test results obtained with this kit and several other assays. The clinical utility of the kit has been validated in phase 3 or 4 trials in which NSCLC patients with EGFR mutations as detected by the kit had greater clinical benefits with afatinib or gefitinib than with standard chemotherapy.
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Affiliation(s)
- Yahiya Y Syed
- Springer, Private Bag 65901, Mairangi Bay 0754, Auckland, New Zealand.
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28
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De Marco C, Malanga D, Rinaldo N, De Vita F, Scrima M, Lovisa S, Fabris L, Carriero MV, Franco R, Rizzuto A, Baldassarre G, Viglietto G. Mutant AKT1-E17K is oncogenic in lung epithelial cells. Oncotarget 2016; 6:39634-50. [PMID: 26053093 PMCID: PMC4741851 DOI: 10.18632/oncotarget.4022] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2015] [Accepted: 05/13/2015] [Indexed: 12/19/2022] Open
Abstract
The hotspot E17K mutation in the pleckstrin homology domain of AKT1 occurs in approximately 0.6–2% of human lung cancers. In this manuscript, we sought to determine whether this AKT1 variant is a bona-fide activating mutation and plays a role in the development of lung cancer. Here we report that in immortalized human bronchial epithelial cells (BEAS-2B cells) mutant AKT1-E17K promotes anchorage-dependent and -independent proliferation, increases the ability to migrate, invade as well as to survive and duplicate in stressful conditions, leading to the emergency of cells endowed with the capability to form aggressive tumours at high efficiency. We provide also evidence that the molecular mechanism whereby AKT1-E17K is oncogenic in lung epithelial cells involves phosphorylation and consequent cytoplasmic delocalization of the cyclin-dependent kinase (cdk) inhibitor p27. In agreement with these results, cytoplasmic p27 is preferentially observed in primary NSCLCs with activated AKT and predicts poor survival.
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Affiliation(s)
- Carmela De Marco
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Catanzaro, Italy.,BIOGEM-Institute of Genetic Research, Ariano Irpino, Italy
| | - Donatella Malanga
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Catanzaro, Italy.,BIOGEM-Institute of Genetic Research, Ariano Irpino, Italy
| | - Nicola Rinaldo
- BIOGEM-Institute of Genetic Research, Ariano Irpino, Italy
| | | | | | - Sara Lovisa
- Experimental Oncology 2, Centro di Riferimento Oncologico, Aviano, Italy
| | - Linda Fabris
- Experimental Oncology 2, Centro di Riferimento Oncologico, Aviano, Italy
| | | | - Renato Franco
- Experimental Oncology, IRCCS Fondazione Pascale, Napoli, Italy
| | - Antonia Rizzuto
- Department of Medical and Surgical Sciences, University "Magna Graecia" Medical School, Catanzaro, Italy
| | | | - Giuseppe Viglietto
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Catanzaro, Italy.,BIOGEM-Institute of Genetic Research, Ariano Irpino, Italy
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29
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Hsu CY, Lin CH, Jan YH, Su CY, Yao YC, Cheng HC, Hsu TI, Wang PS, Su WP, Yang CJ, Huang MS, Calkins MJ, Hsiao M, Lu PJ. Huntingtin-Interacting Protein-1 Is an Early-Stage Prognostic Biomarker of Lung Adenocarcinoma and Suppresses Metastasis via Akt-mediated Epithelial-Mesenchymal Transition. Am J Respir Crit Care Med 2016; 193:869-80. [PMID: 26595459 DOI: 10.1164/rccm.201412-2226oc] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
RATIONALE Non-small cell lung cancer (NSCLC) carries a poor survival rate mainly because of metastasis. However, the molecular mechanisms that govern NSCLC metastasis have not been described. Because huntingtin-interacting protein-1 (HIP1) is known to play a role in tumorigenesis, we tested the involvement of HIP1 in NSCLC progression and metastasis. OBJECTIVES HIP1 expression was measured in human NSCLC tumors, and correlation with survival outcome was evaluated. Furthermore, we investigated the ability of HIP1 to suppress metastasis. The molecular mechanism by which HIP1 contributes to suppress metastasis was investigated. METHODS We used tissue arrays containing samples from 121 patients with NSCLC to analyze HIP1 expression by immunohistochemistry. To investigate the role of HIP1 expression on metastasis, we evaluated cellular mobility, migration, and invasion using lung adenocarcinoma (AdCA) cells with modified HIP1 expression levels. The human disease mouse models with the same cells were applied to evaluate the HIP1 suppressing metastasis and its mechanism in vivo. MEASUREMENTS AND MAIN RESULTS HIP1 expression in AdCA progression was found to be an early-stage prognostic biomarker, with low expression correlated to poor prognosis. We also found HIP1 to be a metastatic suppressor in AdCA. HIP1 significantly repressed the mobility of lung cancer cells in vitro and in vivo and regulated the epithelial-mesenchymal transition by repressing AKT/glycogen synthase kinase-3β/β-catenin signaling. CONCLUSIONS HIP1 serves as an early-stage prognostic biomarker and a metastatic suppressor. Reduced expression during AdCA progression can relieve HIP1 suppression of Akt-mediated epithelial-mesenchymal transition and thereby lead to development of late metastases and poor prognosis.
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Affiliation(s)
- Che-Yu Hsu
- 1 Institute of Basic Medical Sciences, College of Medicine
| | - Cheng-Han Lin
- 2 Institute of Clinical Medicine, College of Medicine, and.,3 Genomics Research Center, Academia Sinica, Taipei, Taiwan; and
| | - Yi-Hua Jan
- 3 Genomics Research Center, Academia Sinica, Taipei, Taiwan; and
| | - Chia-Yi Su
- 3 Genomics Research Center, Academia Sinica, Taipei, Taiwan; and
| | - Yun-Chin Yao
- 4 Clinical Medicine Research Center, National Cheng Kung University, Tainan, Taiwan
| | | | - Tai-I Hsu
- 1 Institute of Basic Medical Sciences, College of Medicine
| | - Po-Shun Wang
- 2 Institute of Clinical Medicine, College of Medicine, and
| | - Wen-Pin Su
- 2 Institute of Clinical Medicine, College of Medicine, and
| | - Chih-Jen Yang
- 5 Department of Internal Medicine, Kaohsiung Medical University Hospital and School of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ming-Shyan Huang
- 5 Department of Internal Medicine, Kaohsiung Medical University Hospital and School of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | | | - Michael Hsiao
- 3 Genomics Research Center, Academia Sinica, Taipei, Taiwan; and
| | - Pei-Jung Lu
- 1 Institute of Basic Medical Sciences, College of Medicine.,2 Institute of Clinical Medicine, College of Medicine, and
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30
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Langsch S, Baumgartner U, Haemmig S, Schlup C, Schäfer SC, Berezowska S, Rieger G, Dorn P, Tschan MP, Vassella E. miR-29b Mediates NF-κB Signaling in KRAS-Induced Non–Small Cell Lung Cancers. Cancer Res 2016; 76:4160-9. [DOI: 10.1158/0008-5472.can-15-2580] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 05/04/2016] [Indexed: 11/16/2022]
Abstract
Abstract
A global understanding of miRNA function in EGFR signaling pathways may provide insights into improving the management of KRAS-mutant lung cancers, which remain relatively recalcitrant to treatment. To identify miRNAs implicated in EGFR signaling, we transduced bronchial epithelial BEAS-2B cells with retroviral vectors expressing KRASG12V and monitored miRNA expression patterns by microarray analysis. Through this approach, we defined miR-29b as an important target for upregulation by mutant KRAS in non–small cell lung cancers. Cell biologic analyses showed that pharmacologic inhibition of EGFR or MEK was sufficient to reduce levels of miR-29b, while PI3K inhibition had no effect. In KRASG12V-transduced BEAS-2B cells, introduction of anti-miR-29b constructs increased the sensitivity to apoptosis, arguing that miR-29b mediated apoptotic resistance conferred by mutant KRAS. Mechanistic investigations traced this effect to the ability of miR-29b to target TNFAIP3/A20, a negative regulator of NF-κB signaling. Accordingly, overexpression of an miR-29b–refractory isoform of TNFAIP3 restored NF-κB and extrinsic apoptosis, confirming that TNFAIP3 is a functionally relevant target of miR-29b. We also noted that miR-29b could confer sensitivity to intrinsic apoptosis triggered by exposure to cisplatin, a drug used widely in lung cancer treatment. Thus, miR-29b expression may tilt cells from extrinsic to intrinsic mechanisms of apoptosis. Overall, our results reveal a complexity in cancer for miR-29b, which can act as either an oncogene or tumor suppressor gene depending on signaling context. Cancer Res; 76(14); 4160–9. ©2016 AACR.
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Affiliation(s)
- Stephanie Langsch
- 1Institute of Pathology, University of Bern, Bern, Switzerland
- 2Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Ulrich Baumgartner
- 1Institute of Pathology, University of Bern, Bern, Switzerland
- 2Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Stefan Haemmig
- 1Institute of Pathology, University of Bern, Bern, Switzerland
| | - Cornelia Schlup
- 1Institute of Pathology, University of Bern, Bern, Switzerland
| | | | | | - Gregor Rieger
- 1Institute of Pathology, University of Bern, Bern, Switzerland
| | - Patrick Dorn
- 3Universitätsklinik für Thoraxchirurgie, Inselspital Bern, Bern, Switzerland
| | - Mario P. Tschan
- 1Institute of Pathology, University of Bern, Bern, Switzerland
| | - Erik Vassella
- 1Institute of Pathology, University of Bern, Bern, Switzerland
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Epidermal Growth Factor Receptor Mutation-Positive Non-Small-Cell Lung Cancer in the Real-World Setting in Central Europe: The INSIGHT Study. J Thorac Oncol 2016; 10:1370-1374. [PMID: 26291014 DOI: 10.1097/jto.0000000000000621] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The ImplementatioN of perSonalized medicine In NSCLC in Central Europe: EGFR testing, Histopathology, and clinical feaTures (INSIGHT) observational study assessed both implementation of epidermal growth factor receptor (EGFR) mutation testing and treatment of patients with advanced EGFR mutation-positive non-small-cell lung cancer (NSCLC) in a real-world setting in Central Europe. A total of 1785 patients from 14 cancer centers of six Central European countries were enrolled. EGFR mutations were detected in tumors of 13.8% of the patients. More than 70% of patients with advanced EGFR mutation-positive NSCLC received EGFR tyrosine kinase inhibitors as first-line therapy. The INSIGHT study demonstrated the establishment of EGFR mutation testing, a mutation rate consistent with other Caucasian patients populations, and adherence to current guidelines regarding treatment of patients with EGFR mutation-positive tumors in Central Europe.
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Chiu CH, Ho HL, Doong H, Yeh YC, Chen MY, Chou TY, Tsai CM. MLH1 V384D polymorphism associates with poor response to EGFR tyrosine kinase inhibitors in patients with EGFR L858R-positive lung adenocarcinoma. Oncotarget 2016; 6:8407-17. [PMID: 25823662 PMCID: PMC4480762 DOI: 10.18632/oncotarget.3511] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Accepted: 02/02/2015] [Indexed: 01/13/2023] Open
Abstract
A significant fraction of patients with lung adenocarcinomas harboring activating epidermal growth factor receptor (EGFR) mutations do not experience clinical benefits from EGFR tyrosine kinase inhibitor (TKI) therapy. Using next-generation sequencing, we screened 739 mutation hotspots in 46 cancer-related genes in EGFR L858R-mutant lung adenocarcinomas from 29 patients who received EGFR-TKI therapy; 13 had short (< 3 months) and 16 had long (> 1 year) progression-free survival (PFS). We discovered MLH1 V384D as a genetic variant enriched in the group of patients with short PFS. Next, we investigated this genetic variation in 158 lung adenocarcinomas with the EGFR L858R mutation and found 14 (8.9%) patients had MLH1 V384D; available blood or non-tumor tissues from patients were also tested positive for MLH1 V384D. Patients with MLH1 V384D had a significantly shorter median PFS than those without (5.1 vs. 10.6 months; P= 0.001). Multivariate analysis showed that MLH1 V384D polymorphism was an independent predictor for a reduced PFS time (hazard ratio, 3.5; 95% confidence interval, 1.7 to 7.2; P= 0.001). In conclusion, MLH1 V384D polymorphism is associated with primary resistance to EGFR-TKIs in patients with EGFR L858R-positive lung adenocarcinoma and may potentially be a novel biomarker to guide treatment decisions.
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Affiliation(s)
- Chao-Hua Chiu
- Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan.,Department of Medicine, National Yang-Ming University, Taipei, Taiwan.,Division of Thoracic Oncology, Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Hsiang-Ling Ho
- Division of Molecular Pathology, Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Howard Doong
- Taipei VGH-Lihpao Laboratory of Cancer Genomic Medicine, Lihpao Life Science Corporation, Taipei, Taiwan
| | - Yi-Chen Yeh
- Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan.,Division of Molecular Pathology, Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Mei-Yu Chen
- Institute of Biochemistry and Molecular Biology, National Yang-Ming University, Taipei, Taiwan
| | - Teh-Ying Chou
- Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan.,Division of Molecular Pathology, Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Chun-Ming Tsai
- Department of Medicine, National Yang-Ming University, Taipei, Taiwan.,Division of Thoracic Oncology, Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
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Zhang W, Sun J, Luo J. High Expression of Rab-like 3 (Rabl3) is Associated with Poor Survival of Patients with Non-Small Cell Lung Cancer via Repression of MAPK8/9/10-Mediated Autophagy. Med Sci Monit 2016; 22:1582-8. [PMID: 27164297 PMCID: PMC4918526 DOI: 10.12659/msm.898632] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Background Rab-like 3 (Rabl3) is a member of the Rab subfamily of small GTPases which are involved in controlling proliferation and vesicular trafficking. Recent studies suggest that Rab proteins might play a critical role in regulating cancer cell survival, but the underlying mechanisms remain largely unknown. Material/Methods We performed a bioinformatics analysis to examine the correlation between the expression level of Rabl3 and survival of non-small cell lung cancer (NSCLC) patients in three independent cohorts containing 484 patients. The function of Rabl3 was examined in NSCLC cell line A549 in vitro. Following Rabl3 knockdown, cells were stained with propidium iodine (PI) and Annexin V, followed by flow cytometry analysis (FACS) for cell death and autophagy induction. The activity of the MAPK signaling pathway was assessed by Western blotting of different MAPK phosphorylations, and modulated with different chemical inhibitors. Results High expression of Rabl3 was significantly correlated with poor survival in all three independent NSCLC cohorts. In line with this result, Rabl3 was frequently overexpressed in lung cancer cell lines as compared with normal lung fibroblast cell lines. Knockdown of Rabl3 in lung cancer cells significantly enhanced cell death accompanied with autophagy induction, as evidenced by an increased level of autophagy marker LC3-II. Interestingly, Rabl3 knockdown was associated with enhanced activation of MAPK8/9/10 but not MAPK11/12/13/14. Treatment of MAPK8/9/10-specific inhibitor SP600125, but not MAPK11/12/13/14-specific inhibitor SB203580, largely abolished Rabl3 knockdown-induced LC3-I/LC3-II conversion and autophagic cell death. Conclusions Together, these results suggest that high expression of Rabl3 might inhibit cell death in NSCLCs via repression of MAPK8/9/10-mediated autophagy.
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Affiliation(s)
- Weihua Zhang
- Department of Oncology, Medical School of Nanchang University, Nanchang, Jiangxi, China (mainland)
| | - Jian Sun
- Department of Respiration, The Fourth Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China (mainland)
| | - Junming Luo
- Department of Respiration, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China (mainland)
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Zhang H, Yang X, Qin N, Li X, Yang H, Nong J, Lv J, Wu Y, Zhang Q, Zhang X, Wang J, Su D, Zhang S. [Detection and Analysis of EGFR and KRAS Mutations
in the Patients with Lung Squamous Cell Carcinomas]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2016; 18:621-5. [PMID: 26483334 PMCID: PMC6000093 DOI: 10.3779/j.issn.1009-3419.2015.10.04] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
背景与目的 表皮生长因子受体(epidermal growth factor receptor, EGFR)突变和KRAS基因突变是非小细胞肺癌(non-small cell lung cancer, NSCLC)靶向治疗的重要分子标志, 但关于肺鳞癌中EGFR和KRAS基因突变情况的报道甚少。本研究旨在分析肺鳞癌EGFR和KRAS基因突变与临床特征的关系。 方法 收集初治肺鳞癌患者139例, 有可供检测的肿瘤组织标本。利用突变富集液相芯片法进行EGFR和KRAS基因突变检测。 结果 139例肺鳞癌中, EGFR基因突变25例(18%), KRAS基因突变7例(5%), EGFR和KRAS基因同时发生突变1例(0.7%)。女性和不吸烟患者EGFR基因突变率高于男性和吸烟患者(33.3% vs 16.5%, 29.6% vs 16.1%), 但差异均无统计学意义(P > 0.05, P > 0.05);不同年龄、分期及病理取材标本之间差异均无统计学意义(P > 0.05)。男性患者KRAS基因突变率高于女性患者(5.5% vs 0%), 但差异无统计学意义(P > 0.05);在不同年龄、分期、病理取材标本及是否吸烟各亚组分析中KRAS基因突变差异无统计学意义(P > 0.05)。 结论 肺鳞癌患者EGFR和KRAS基因突变发生率均较低, 且都与临床特征无明显相关。肺鳞癌患者使用酪氨酸激酶抑制剂(tyrosine kinase inhibitors, TKIs)靶向治疗药物之前, 也应检测EGFR基因和KRAS基因的突变情况。
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Affiliation(s)
- Hui Zhang
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
| | - Xinjie Yang
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
| | - Na Qin
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
| | - Xi Li
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
| | - Huiyi Yang
- SurExam Clinical Testing Centre, Guangzhou 510663, China
| | - Jingying Nong
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
| | - Jialin Lv
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
| | - Yuhua Wu
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
| | - Quan Zhang
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
| | - Xinyong Zhang
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
| | - Jinghui Wang
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
| | - Dan Su
- Department of Pathology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
| | - Shucai Zhang
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing 101149, China
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Koh YW, Kim HJ, Kwon HY, Han JH, Lee CK, Lee MS, Kim CJ, Baek MJ, Jeong D. Q787Q EGFR Polymorphism as a Prognostic Factor for Lung Squamous Cell Carcinoma. Oncology 2016; 90:289-98. [DOI: 10.1159/000444495] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Accepted: 02/04/2016] [Indexed: 11/19/2022]
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Malanga D, Belmonte S, Colelli F, Scarfò M, De Marco C, Oliveira DM, Mirante T, Camastra C, Gagliardi M, Rizzuto A, Mignogna C, Paciello O, Papparella S, Fagman H, Viglietto G. AKT1E¹⁷K Is Oncogenic in Mouse Lung and Cooperates with Chemical Carcinogens in Inducing Lung Cancer. PLoS One 2016; 11:e0147334. [PMID: 26859676 PMCID: PMC4747507 DOI: 10.1371/journal.pone.0147334] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2015] [Accepted: 01/01/2016] [Indexed: 11/19/2022] Open
Abstract
The hotspot AKT1E17K mutation in the pleckstrin homology domain of AKT1 occurs in approximately 0.6-2% of human lung cancers. Recently, we have demonstrated that AKT1E17K transforms immortalized human bronchial cells. Here by use of a transgenic Cre-inducible murine strain in the wild type Rosa26 (R26) locus (R26-AKT1E17K mice) we demonstrate that AKT1E17K is a bona-fide oncogene and plays a role in the development of lung cancer in vivo. In fact, we report that mutant AKT1E17K induces bronchial and/or bronchiolar hyperplastic lesions in murine lung epithelium, which progress to frank carcinoma at very low frequency, and accelerates tumor formation induced by chemical carcinogens. In conclusion, AKT1E17K induces hyperplasia of mouse lung epithelium in vivo and cooperates with urethane to induce the fully malignant phenotype.
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Affiliation(s)
- Donatella Malanga
- Dipartimento di Medicina Sperimentale e Clinica, Università Magna Graecia, Catanzaro, Italy
- BIOGEM-Istituto di Ricerche Genetiche, Ariano Irpino (AV), Italy
- * E-mail: (GV); (DM)
| | | | - Fabiana Colelli
- BIOGEM-Istituto di Ricerche Genetiche, Ariano Irpino (AV), Italy
| | - Marzia Scarfò
- BIOGEM-Istituto di Ricerche Genetiche, Ariano Irpino (AV), Italy
| | - Carmela De Marco
- Dipartimento di Medicina Sperimentale e Clinica, Università Magna Graecia, Catanzaro, Italy
- BIOGEM-Istituto di Ricerche Genetiche, Ariano Irpino (AV), Italy
| | - Duarte Mendes Oliveira
- Dipartimento di Medicina Sperimentale e Clinica, Università Magna Graecia, Catanzaro, Italy
| | - Teresa Mirante
- Dipartimento di Medicina Sperimentale e Clinica, Università Magna Graecia, Catanzaro, Italy
| | - Caterina Camastra
- Dipartimento di Scienze della Salute, Unità di Anatomia Patologica, Università Magna Graecia, Catanzaro, Italy
| | | | - Antonia Rizzuto
- Dipartimento di Scienze Mediche e Chirurgiche, Università Magna Graecia, Catanzaro, Italy
| | - Chiara Mignogna
- Dipartimento di Scienze della Salute, Unità di Anatomia Patologica, Università Magna Graecia, Catanzaro, Italy
| | - Orlando Paciello
- Department of Veterinary Medicine and Animal Productions, Università Federico II, Napoli, Italy
| | - Serenella Papparella
- Department of Veterinary Medicine and Animal Productions, Università Federico II, Napoli, Italy
| | - Henrik Fagman
- Department of Clinical Pathology and Genetics, Sahlgrenska University Hospital, Göteborg, Sweden
| | - Giuseppe Viglietto
- Dipartimento di Medicina Sperimentale e Clinica, Università Magna Graecia, Catanzaro, Italy
- BIOGEM-Istituto di Ricerche Genetiche, Ariano Irpino (AV), Italy
- * E-mail: (GV); (DM)
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Yamano S, Gi M, Tago Y, Doi K, Okada S, Hirayama Y, Tachibana H, Ishii N, Fujioka M, Tatsumi K, Wanibuchi H. Role of deltaNp63(pos)CD44v(pos) cells in the development of N-nitroso-tris-chloroethylurea-induced peripheral-type mouse lung squamous cell carcinomas. Cancer Sci 2016; 107:123-32. [PMID: 26663681 PMCID: PMC4768398 DOI: 10.1111/cas.12855] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Revised: 11/16/2015] [Accepted: 11/28/2015] [Indexed: 12/18/2022] Open
Abstract
The role of cells expressing stem cell markers deltaNp63 and CD44v has not yet been elucidated in peripheral-type lung squamous cell carcinoma (pLSCC) carcinogenesis. Female A/J mice were painted topically with N-nitroso-tris-chloroethylurea (NTCU) for induction of pLSCC, and the histopathological and molecular characteristics of NTCU-induced lung lesions were examined. Histopathologically, we found atypical bronchiolar hyperplasia, squamous metaplasia, squamous dysplasia, and pLSCCs in the treated mice. Furthermore, we identified deltaNp63(pos)CD44v(pos)CK5/6(pos)CC10(pos) clara cells as key constituents of early precancerous atypical bronchiolar hyperplasia. In addition, deltaNp63(pos)CD44v(pos) cells existed throughout the atypical bronchiolar hyperplasias, squamous metaplasias, squamous dysplasias, and pLSCCs. Overall, our findings suggest that NTCU induces pLSCC through an atypical bronchiolar hyperplasia-metaplasia-dysplasia-SCC sequence in mouse lung bronchioles. Notably, Ki67-positive deltaNp63(pos)CD44v(pos) cancer cells, cancer cells overexpressing phosphorylated epidermal growth factor receptor and signal transducer and activator of transcription 3, and tumor-associated macrophages were all present in far greater numbers in the peripheral area of the pLSCCs compared with the central area. These findings suggest that deltaNp63(pos)CD44v(pos) clara cells in mouse lung bronchioles might be the origin of the NTCU-induced pLSCCs. Our findings also suggest that tumor-associated macrophages may contribute to creating a tumor microenvironment in the peripheral area of pLSCCs that allows deltaNp63(pos)CD44v(pos) cancer cell expansion through activation of epidermal growth factor receptor signaling, and that exerts an immunosuppressive effect through activation of signal transducer and activator of transcription 3 signaling.
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Affiliation(s)
- Shotaro Yamano
- Department of Molecular PathologyOsaka City University Graduate School of MedicineOsakaJapan
| | - Min Gi
- Department of Molecular PathologyOsaka City University Graduate School of MedicineOsakaJapan
| | - Yoshiyuki Tago
- Department of Molecular PathologyOsaka City University Graduate School of MedicineOsakaJapan
| | - Kenichiro Doi
- Department of Molecular PathologyOsaka City University Graduate School of MedicineOsakaJapan
| | - Satoshi Okada
- Department of Molecular PathologyOsaka City University Graduate School of MedicineOsakaJapan
| | - Yukiyoshi Hirayama
- Department of Molecular PathologyOsaka City University Graduate School of MedicineOsakaJapan
| | - Hirokazu Tachibana
- Department of Molecular PathologyOsaka City University Graduate School of MedicineOsakaJapan
| | - Naomi Ishii
- Department of Molecular PathologyOsaka City University Graduate School of MedicineOsakaJapan
| | - Masaki Fujioka
- Department of Molecular PathologyOsaka City University Graduate School of MedicineOsakaJapan
| | - Kumiko Tatsumi
- Department of Molecular PathologyOsaka City University Graduate School of MedicineOsakaJapan
| | - Hideki Wanibuchi
- Department of Molecular PathologyOsaka City University Graduate School of MedicineOsakaJapan
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Acencio MMP, Puka J, Marchi E, Antonangelo L, Terra RM, Vargas FS, Capelozzi VL, Teixeira LR. A modified experimental model of malignant pleural disease induced by lung Lewis carcinoma (LLC) cells. J Transl Med 2015; 13:302. [PMID: 26373420 PMCID: PMC4572443 DOI: 10.1186/s12967-015-0662-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Accepted: 09/07/2015] [Indexed: 12/20/2022] Open
Abstract
Background Malignant pleural effusion resulting mainly from pleural metastases of lung adenocarcinoma has clinical relevance, being a sign of poor prognosis and low life expectancy. Experimental
models can mimic the human condition, contributing to advances in current understanding of the mechanisms patients’ pleural fluid accumulation and possible therapeutic strategies. The objective of this study is to evaluate the role of different concentrations of Lewis lung carcinoma cells (LLC cells) at the time of induction of experimental MPE and the main effects on survival of animals. Methods C57BL/6 mice received intrapleural injection of 0.1, 0.5 or 1.5 × 105 LLC cells and survival curve, biochemical and pathological analyses of pleural fluid and tissue were analyzed. Results Evaluation of weight loss, mobility and survival showed that animals that received 0.5 × 105 cells maintained more stable condition up to day 14 and a gain of 6 days survival over mice that received the highest concentration. Conclusion This study may allow a better understanding the mechanisms involved in the development of malignant pleural effusion and it may be promising in evaluating therapy to avoid recurrence, as the best time to indicate pleurodesis or target therapies.
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Affiliation(s)
- Milena Marques Pagliarelli Acencio
- Pleura Laboratory, Pulmonary Division, Heart Institute (InCor), University of Sao Paulo Medical School, Rua Dr. Eneas de Carvalho Aguiar, 44, Cerqueira César, São Paulo, Zip code: 05403-000, Brazil.
| | - Juliana Puka
- Pleura Laboratory, Pulmonary Division, Heart Institute (InCor), University of Sao Paulo Medical School, Rua Dr. Eneas de Carvalho Aguiar, 44, Cerqueira César, São Paulo, Zip code: 05403-000, Brazil.
| | - Evaldo Marchi
- Pleura Laboratory, Pulmonary Division, Heart Institute (InCor), University of Sao Paulo Medical School, Rua Dr. Eneas de Carvalho Aguiar, 44, Cerqueira César, São Paulo, Zip code: 05403-000, Brazil. .,Medical College of Jundiai, São Paulo, Brazil.
| | - Leila Antonangelo
- Pleura Laboratory, Pulmonary Division, Heart Institute (InCor), University of Sao Paulo Medical School, Rua Dr. Eneas de Carvalho Aguiar, 44, Cerqueira César, São Paulo, Zip code: 05403-000, Brazil. .,Clinical Laboratory and LIM 03, Department of Pathology, Hospital das Clínicas, University of Sao Paulo Medical School, São Paulo, Brazil.
| | - Ricardo Mingarini Terra
- Division of Thoracic Surgery, Heart Institute (InCor), University of São Paulo Medical School, São Paulo, Brazil.
| | - Francisco Suso Vargas
- Pleura Laboratory, Pulmonary Division, Heart Institute (InCor), University of Sao Paulo Medical School, Rua Dr. Eneas de Carvalho Aguiar, 44, Cerqueira César, São Paulo, Zip code: 05403-000, Brazil.
| | - Vera Luiza Capelozzi
- Pleura Laboratory, Pulmonary Division, Heart Institute (InCor), University of Sao Paulo Medical School, Rua Dr. Eneas de Carvalho Aguiar, 44, Cerqueira César, São Paulo, Zip code: 05403-000, Brazil.
| | - Lisete Ribeiro Teixeira
- Pleura Laboratory, Pulmonary Division, Heart Institute (InCor), University of Sao Paulo Medical School, Rua Dr. Eneas de Carvalho Aguiar, 44, Cerqueira César, São Paulo, Zip code: 05403-000, Brazil.
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Pirker R, Filipits M. Cetuximab in non-small-cell lung cancer. Transl Lung Cancer Res 2015; 1:54-60. [PMID: 25806155 DOI: 10.3978/j.issn.2218-6751.11.01] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2011] [Accepted: 11/24/2011] [Indexed: 11/14/2022]
Abstract
Cetuximab is a chimeric monoclonal antibody that is directed towards the epidermal growth factor receptor (EGFR). It has been evaluated in combination with first-line chemotherapy in several phase II and two phase III trials in patients with advanced NSCLC. The phase III FLEX trial demonstrated improved survival for cetuximab combined with cisplatin plus vinorelbine compared to chemotherapy alone. The BMS099 trial failed to show a significant improvement in progression-free survival but resulted in a hazard ratio for death similar to the one seen in the FLEX trial. A meta-analysis of four randomized trials confirmed the efficacy of cetuximab when added to chemotherapy. EGFR expression levels based on an immunohistochemistry score have recently been shown to predict benefit from cetuximab in the FLEX trial. In patients with high EGFR expression, patients had prolonged survival when treated with chemotherapy plus cetuximab compared to chemotherapy alone. In patients with low EGFR expression, outcome was not different between the two treatment arms. Thus platinum-based chemotherapy combined with cetuximab represents a new treatment option for patients with advanced NSCLC and high EGFR expression in their tumors. Cetuximab is also evaluated in combination with chemoradiotherapy in patients with stage III NSCLC.
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Affiliation(s)
- Robert Pirker
- Department of Medicine I, Medical University Vienna, 1090 Vienna, Austria
| | - Martin Filipits
- Department of Medicine I, Medical University Vienna, 1090 Vienna, Austria
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40
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Vergnenegre A, Corre R, Lena H, Le Caer H. Management of elderly patients. Transl Lung Cancer Res 2015; 2:200-7. [PMID: 25806233 DOI: 10.3978/j.issn.2218-6751.2013.02.04] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2013] [Accepted: 02/19/2013] [Indexed: 11/14/2022]
Abstract
SUMMARY Elderly patients are often excluded from clinical trials, yet more than two-thirds of patients diagnosed with lung cancer are over 65 years old. It is therefore important to develop specific tools and trials for this specific patient population. METHODS This chapter first examines the management specificities of elderly patients. Randomized trials specifically involving elderly patients are then described, and likely future developments are considered. RESULTS Older people have several specificities. In addition to traditional criteria such as age and performance status, other important factors include the number of comorbidities and age-related changes such as cognitive deficits and depression. Specific indices taking these factors into account have been published and validated. Single-agent therapy has been widely used to treat metastatic lung cancer in the elderly, following publication of negative results from randomized phase III trials of combination chemotherapy. Recently, however, a trial of doublet therapy gave positive results, in a subgroup of independent older patients. The benefit of patient selection based on a combination of these indices has been demonstrated in open-label and randomized trials. These results must now be confirmed in phase III trials including the use of tyrosine kinase inhibitors combined with chemotherapy. CONCLUSIONS Indices based on a combination of age-related factors, together with judicious use of biological markers, will further improve the prognosis of elderly lung cancer patients.
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Affiliation(s)
- Alain Vergnenegre
- Service de Pathologie Respiratoire, CHU - Limoges, France ; ; Groupe Français de Pneumo - Cancerologie (GFPC), France
| | - Romain Corre
- Groupe Français de Pneumo - Cancerologie (GFPC), France ; ; Service de Pneumologie CHU - Rennes, France
| | - Hervé Lena
- Groupe Français de Pneumo - Cancerologie (GFPC), France ; ; Service de Pneumologie CHU - Rennes, France
| | - Hervé Le Caer
- Groupe Français de Pneumo - Cancerologie (GFPC), France ; ; Service de Pneumologie CH - Draguignan, France
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Lung cancer prediction using neural network ensemble with histogram of oriented gradient genomic features. ScientificWorldJournal 2015; 2015:786013. [PMID: 25802891 PMCID: PMC4352926 DOI: 10.1155/2015/786013] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Accepted: 01/29/2015] [Indexed: 11/17/2022] Open
Abstract
This paper reports an experimental comparison of artificial neural network (ANN) and support vector machine (SVM) ensembles and their "nonensemble" variants for lung cancer prediction. These machine learning classifiers were trained to predict lung cancer using samples of patient nucleotides with mutations in the epidermal growth factor receptor, Kirsten rat sarcoma viral oncogene, and tumor suppressor p53 genomes collected as biomarkers from the IGDB.NSCLC corpus. The Voss DNA encoding was used to map the nucleotide sequences of mutated and normal genomes to obtain the equivalent numerical genomic sequences for training the selected classifiers. The histogram of oriented gradient (HOG) and local binary pattern (LBP) state-of-the-art feature extraction schemes were applied to extract representative genomic features from the encoded sequences of nucleotides. The ANN ensemble and HOG best fit the training dataset of this study with an accuracy of 95.90% and mean square error of 0.0159. The result of the ANN ensemble and HOG genomic features is promising for automated screening and early detection of lung cancer. This will hopefully assist pathologists in administering targeted molecular therapy and offering counsel to early stage lung cancer patients and persons in at risk populations.
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Moro-Sibilot D, Smit E, de Castro Carpeño J, Lesniewski-Kmak K, Aerts J, Villatoro R, Kraaij K, Nacerddine K, Dyachkova Y, Smith KT, Taipale K, Girvan AC, Visseren-Grul C, Schnabel PA. Outcomes and resource use of non-small cell lung cancer (NSCLC) patients treated with first-line platinum-based chemotherapy across Europe: FRAME prospective observational study. Lung Cancer 2015; 88:215-22. [PMID: 25748103 DOI: 10.1016/j.lungcan.2015.02.011] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Revised: 02/02/2015] [Accepted: 02/13/2015] [Indexed: 10/23/2022]
Abstract
INTRODUCTION FRAME was a prospective observational study that captured real-world data on patients with advanced or metastatic non-small cell lung cancer (NSCLC) receiving platinum-based chemotherapies as first-line treatment (FLT) across Europe. As previously reported, most patients observed in the study had initiated FLT with either pemetrexed, gemcitabine, vinorelbine or taxanes in combination with a platinum. Baseline patient and disease characteristics including age, performance status, and histology varied (all p<0.01) across cohorts. METHODS Consenting adult patients initiating FLT for advanced or metastatic NSCLC with platinum-based chemotherapy, with or without a targeted agent, entered the study between April 2009 and February 2011. The choice of FLT was left to physicians' discretion per routine clinical practice. The primary objective was to evaluate overall survival (OS) across platinum-based doublet chemotherapy cohorts and key secondary objectives included the evaluation of OS in patients with different histological subtypes of NSCLC. Survival outcomes were assessed using Kaplan-Meier analysis, and unadjusted estimates are presented. RESULTS Median OS in months was 10.3 across cohorts (n=1524), 10.7 for pemetrexed (n=569), 10.0 for gemcitabine (n=360), 9.1 for taxanes (n=295), and 10.7 for vinorelbine (n=300). For patients with non-squamous NSCLC who received cisplatin (n=616, 40% of total), median OS in months was 10.6 across the cohorts, 11.6 for pemetrexed, 8.4 for gemcitabine, 9.6 for taxanes, and 9.9 for vinorelbine. CONCLUSIONS FRAME describes real-world treatment patterns and survival for patients initiating FLT for advanced or metastatic NSCLC between 2009 and 2011 across Europe.
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Affiliation(s)
- Denis Moro-Sibilot
- Unité d'Oncologie Thoracique-Pneumologie, CHU de Grenoble, INSERM U823 Grenoble, France.
| | - Egbert Smit
- Vrije Universiteit Medical Centre, Amsterdam, The Netherlands
| | | | | | - Joachim Aerts
- Amphia Hospital Breda, Rotterdam, The Netherlands; Erasmus MC, Rotterdam, The Netherlands
| | | | - Kees Kraaij
- Eli Lilly and Company, Houten, The Netherlands
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Hantson I, Dooms C, Verbeken E, Vandenberghe P, Vliegen L, Roskams T, Vander Borght S, Nackaerts K, Wauters I, Vansteenkiste J. Performance of standard procedures in detection of EGFR mutations in daily practice in advanced NSCLC patients selected according to the ESMO guideline: a large Caucasian cohort study. TRANSLATIONAL RESPIRATORY MEDICINE 2014; 2:9. [PMID: 25264519 PMCID: PMC4173071 DOI: 10.1186/s40247-014-0009-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Accepted: 08/15/2014] [Indexed: 12/26/2022]
Abstract
Background ESMO consensus recommends EGFR mutation testing in never/former light smokers (<15 pack-years) or patients with non-squamous NSCLC. The aim of this work was to determine the frequency and clinical predictors of EGFR mutations, and the role of specimen sampling tests, in Caucasian standard practice setting. Methods We screened 297 patients according to this consensus. Mutational analysis of EGFR was performed using the Therascreen EGFR RGQ PCR mutation kit. Clinical and pathological correlative data were collected. Results An EGFR activating mutation was found in 32 patients (11%), twelve exon 19 deletions, two exon 18 and eighteen exon 21 point mutations. Most were in females, but half were in smokers. Negative TTF-1 staining had a very strong negative predictive value (all except one patient had TTF-1 positive adenocarcinoma). Both biopsies as well as cytology specimens (mainly EBUS-TBNA) did well: 24 mutations in 213 biopsy samples (11.2%) and 8 in 84 cytology samples (9.5%), respectively. The Therascreen acted as a sensitive test in all types of samples: 7 activating mutations were found in samples rated to have <5% of tumour cells, and there were only 4 test failures in the whole series. Conclusion In this Caucasian standard practice NSCLC cohort, tested according to the ESMO consensus, activating EGFR mutation occurred in 11% of the patients. Half of these were in former/current smokers. With our sampling technique and use of the Therascreen kit, EBUS-TBNA cell blocks performed as good as biopsies. Electronic supplementary material The online version of this article (doi:10.1186/s40247-014-0009-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Inge Hantson
- Respiratory Oncology Unit, Department Pulmonology, University Hospitals KU Leuven, Leuven, Belgium
| | - Christophe Dooms
- Respiratory Oncology Unit, Department Pulmonology, University Hospitals KU Leuven, Leuven, Belgium ; Department of Clinical and Experimental Medicine, Lab for Pulmonology, University of Leuven, Leuven, Belgium
| | - Eric Verbeken
- Pathology, Translation Cell and Tissue Research, University Hospitals KU Leuven, Leuven, Belgium
| | - Peter Vandenberghe
- Human Genetics, Molecular Diagnostics, University Hospitals KU Leuven, Leuven, Belgium
| | - Liesbet Vliegen
- Human Genetics, Molecular Diagnostics, University Hospitals KU Leuven, Leuven, Belgium
| | - Tania Roskams
- Pathology, Translation Cell and Tissue Research, University Hospitals KU Leuven, Leuven, Belgium
| | - Sara Vander Borght
- Pathology, Translation Cell and Tissue Research, University Hospitals KU Leuven, Leuven, Belgium
| | - Kris Nackaerts
- Respiratory Oncology Unit, Department Pulmonology, University Hospitals KU Leuven, Leuven, Belgium ; Department of Clinical and Experimental Medicine, Lab for Pulmonology, University of Leuven, Leuven, Belgium
| | - Isabelle Wauters
- Respiratory Oncology Unit, Department Pulmonology, University Hospitals KU Leuven, Leuven, Belgium
| | - Johan Vansteenkiste
- Respiratory Oncology Unit, Department Pulmonology, University Hospitals KU Leuven, Leuven, Belgium ; Department of Clinical and Experimental Medicine, Lab for Pulmonology, University of Leuven, Leuven, Belgium
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Kerr KM, Bubendorf L, Edelman MJ, Marchetti A, Mok T, Novello S, O'Byrne K, Stahel R, Peters S, Felip E. Second ESMO consensus conference on lung cancer: pathology and molecular biomarkers for non-small-cell lung cancer. Ann Oncol 2014; 25:1681-1690. [PMID: 24718890 DOI: 10.1093/annonc/mdu145] [Citation(s) in RCA: 196] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2023] Open
Abstract
To complement the existing treatment guidelines for all tumour types, ESMO organises consensus conferences to focus on specific issues in each type of tumour. The Second ESMO Consensus Conference on Lung Cancer was held on 11-12 May 2013 in Lugano. A total of 35 experts met to address several questions on management of patients with non-small-cell lung cancer (NSCLC) in each of four areas: pathology and molecular biomarkers, early stage disease, locally advanced disease and advanced (metastatic) disease. For each question, recommendations were made including reference to the grade of recommendation and level of evidence. This consensus paper focuses on recommendations for pathology and molecular biomarkers in relation to the diagnosis of lung cancer, primarily non-small-cell carcinomas.
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Affiliation(s)
- K M Kerr
- Department of Pathology, Aberdeen Royal Infirmary and Aberdeen University Medical School, Aberdeen, UK.
| | - L Bubendorf
- Institute for Pathology, University Hospital Basel, Basel, Switzerland
| | - M J Edelman
- University of New Mexico Cancer Center, Albuquerque, USA
| | - A Marchetti
- Center of Predictive Molecular Medicine, Center of Excellence on Ageing, University-Foundation, Chieti, Italy
| | - T Mok
- Department of Clinical Oncology, Chinese University of Hong Kong, Prince of Wales Hospital, Shatin New Territories, Hong Kong, China
| | - S Novello
- Thoracic Oncology Unit, Department of Oncology, University of Turin, Azienda Ospedaliero-Universitaria San Luigi Orbassano, Italy
| | - K O'Byrne
- Trinity College, Dublin, Ireland; Queensland University of Technology, Brisbane, Australia
| | - R Stahel
- Clinic of Oncology, University Hospital Zürich, Zürich
| | - S Peters
- Department of Oncology, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - E Felip
- Medical Oncology, Vall d'Hebron University Hospital, Barcelona, Spain
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Exome sequencing identifies frequent mutation of MLL2 in non-small cell lung carcinoma from Chinese patients. Sci Rep 2014; 4:6036. [PMID: 25112956 PMCID: PMC5381403 DOI: 10.1038/srep06036] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2014] [Accepted: 07/24/2014] [Indexed: 02/07/2023] Open
Abstract
Lung cancer is the most common cause of cancer mortality worldwide, with an estimated 1.4 million deaths each year. Here we report whole-exome sequencing of nine tumor/normal tissue pairs from Chinese patients with non-small cell lung carcinoma (NSCLC). This allows us to identify a number of significantly mutated genes in NSCLC, which were highly enriched in DNA damage repair, NF-κB pathway, JAK/STAT signaling and chromatin modification. Notably, we identify a histone-lysine methyltransferase gene, namely, MLL2, as one of the most significantly mutated genes in our screen. In a following validation study, we identify deleterious mutations of MLL2 in 12 out of 105 (11.4%) NSCLC patients. Additionally, reduced or lost expression of MLL2 was commonly observed in tumor tissues as compared with paired adjacent non-tumor tissues regardless of mutation status. Together, our study defines the landscape of somatic mutations in Chinese NSCLC and supports the role of MLL2 mutation in the pathogenesis of the disease.
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Should EGFR mutations be tested in advanced lung squamous cell carcinomas to guide frontline treatment? Cancer Chemother Pharmacol 2014; 74:661-5. [DOI: 10.1007/s00280-014-2536-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Accepted: 07/10/2014] [Indexed: 11/26/2022]
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Desai C, Mehta A, Mishra D. Usage patterns of biomarkers in non-small-cell lung cancer patients in India: Findings from a systematic review and survey. Lung India 2014; 31:249-59. [PMID: 25125812 PMCID: PMC4129597 DOI: 10.4103/0970-2113.135767] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
INTRODUCTION Personalized medicine has facilitated improved management of non-small cell lung cancer (NSCLC) patients by identifying predictive and prognostic biomarkers for enhanced efficiency of detection and efficacy of treatment. This systematic review and survey assessed the patterns of biomarker usage, molecular testing techniques to diagnose patients with NSCLC in India and testing techniques recommended by cancer societies. MATERIALS AND METHODS Studies were retrieved from Embase, PubMed, and Cochrane databases for the last 12 years, using relevant search strategies as per the Cochrane methodology for systematic reviews. Outcomes of interest were biomarkers for NSCLC, patterns of biomarker testing, diagnostic methods, guidelines and cost of biomarker testing. RESULTS In all, 499 studies were identified for screening and 17 primary publications were included in the review. Epidermal growth factor receptor (EGFR) expression and epithelial markers (particularly cytokeratins (CK)) were the most commonly reported biomarkers (7/17) and immunohistochemical (IHC) staining was the most common technique for detection of biomarkers. The frequency of EGFR mutations was higher among women than men. Significantly elevated levels of CK-18 were observed in patients with squamous cell carcinoma and of CK-19 in patients with adenocarcinoma, squamous cell carcinoma, and NSCLC (P < 0.001). Prognostic or predictive role of cytokines and angiogenic markers as well as DNA expression were evaluated. The survey also showed that IHC was the most common technique for detection of biomarkers. CONCLUSIONS This systematic review and survey provides valuable information on biomarker usage in the Indian population, and highlights the need for initiatives required for future biomarker testing in India.
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Affiliation(s)
- Chirag Desai
- Department of Hemato-Oncology Clinic, Vedanta Institute of Medical Sciences, Ahmedabad, Gujarat, India
| | - Anurag Mehta
- Department of Pathology, Rajiv Gandhi Cancer Institute, New Delhi, India
| | - Divya Mishra
- Clinical Development (India), SFJ Pharmaceuticals Group, Strategic Funding and Joint-Development, The Gemini, Singapore
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Advanced non-small cell lung cancer management in patients progressing after first-line treatment: results of the cross-sectional phase of the Italian LIFE observational study. J Cancer Res Clin Oncol 2014; 140:1783-93. [PMID: 24903964 DOI: 10.1007/s00432-014-1715-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2014] [Accepted: 05/14/2014] [Indexed: 10/25/2022]
Abstract
PURPOSE LIFE (non-small cell Lung cancer management In patients progressing after First-linE of treatment in the metastatic setting) is a multicentre Italian observational study, including a cross-sectional and a longitudinal phase, with the aim of describing the therapeutic approach in clinical practice for advanced non-small cell lung cancer (NSCLC) patients, progressing after first-line treatment. METHODS In this paper, the cross-sectional phase is outlined, with the primary endpoint of describing the proportion of patients receiving second-line treatment among those progressed during or after first-line treatment according to clinical practice. RESULTS From July 2011 to January 2012, 603 patients were enrolled and 541 (90 %) were evaluable. A total of 464 (86 %) patients received a second-line therapy outside clinical trials. Chemotherapy and targeted therapies were administered to 65 and 34 % of patients, respectively (1 % both). No tissue collection was required within the observational trial, and biomarkers analysis was performed at diagnosis or later in 314 patients (58 %). In details, activating epidermal growth factor receptor mutations were detected in 21 % of 311 evaluable patients, Kirsten rat sarcoma 2 viral oncogene homolog mutation in 22 % of the 77 evaluable patients and anaplastic lymphoma kinase translocations analysis was performed in 74 patients and resulted positive in 23 % of cases. These high proportions were probably due to enriched patient population tested. CONCLUSIONS These results showed a pattern of care for NSCLC second-line therapy which reflects international guidelines recommendations and current expected clinical practice. Interestingly, biomarkers analyses were performed in a higher percentage than expected.
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de Marinis F, Ardizzoni A, Fontanini G, Grossi F, Cappuzzo F, Novello S, Santo A, Lorusso V, Cortinovis D, Iurlaro M, Galetta D, Gridelli C. Management of Italian patients with advanced non-small-cell lung cancer after second-line treatment: results of the longitudinal phase of the LIFE observational study. Clin Lung Cancer 2014; 15:338-45.e1. [PMID: 24925809 DOI: 10.1016/j.cllc.2014.04.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2014] [Revised: 04/07/2014] [Accepted: 04/08/2014] [Indexed: 11/24/2022]
Abstract
INTRODUCTION/BACKGROUND Patients with advanced NSCLC who experience disease progression after second-line therapy might receive further active treatment. LIFE was an Italian cohort multicenter observational study composed of a cross-sectional and a longitudinal phase. PATIENTS AND METHODS In the longitudinal phase, described here, the primary aim was to determine the proportion of patients receiving third-line therapy among those who received second-line active treatment according to clinical practice. The proportion of patients receiving further treatment lines was also estimated. RESULTS The longitudinal phase was conducted between January and August 2012. Of 464 patients who began second-line therapy outside of clinical trials within the baseline evaluation, 56 (12.1%) were still receiving second-line therapy at the end of the observation period and 17 (3.7%) withdrew during or after second-line therapy. Of the remaining 391 patients, 158 (40.4%) received third-line treatment outside of clinical trials: 93 received a third-line chemotherapy and 65 a targeted agent. The main reason for interrupting third-line treatment was disease progression or death. During the same observation period, 25 of 113 patients who completed a third-line therapy received a fourth line of treatment. From diagnosis of NSCLC to the end of observation, biomarkers were tested in 323 patients (59.7%): epidermal growth factor receptor mutations in 315 (58.2%), Kirsten rat sarcoma 2 viral oncogene homolog (KRAS) mutations in 83 (15.3%) and Anaplastic lymphoma kinase (ALK) translocation in 84 (15.5%). CONCLUSION In Italian clinical practice, the proportion of patients with advanced NSCLC receiving more than 2 treatment lines of therapy is not negligible.
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Affiliation(s)
- Filippo de Marinis
- UOC Pneumologia Oncologica, A.O. San Camillo Forlanini, Rome, Italy; Thoracic Oncology Division, European Institute of Oncology (IEO), Milan, Italy.
| | - Andrea Ardizzoni
- U.O. Oncologia Medica, Azienda Ospedaliera di Parma, Parma, Italy
| | - Gabriella Fontanini
- U.O. Oncologia II Univ., Azienda Ospedaliero Universitaria Pisana, Pisa, Italy
| | - Francesco Grossi
- S.S. Tumori Polmonari, IRCCS A.O.U. San Martino-IST Istituto Nazionale per la Ricerca sul Cancro, Genova, Italy
| | | | - Silvia Novello
- Oncologia, Università di Torino; A.O.U. San Luigi Gonzaga, Orbassano, Italy
| | - Antonio Santo
- GIVOP (Gruppo Interdisciplinare Veronese Oncologia Polmonare), Ospedale Civile Maggiore Borgo Trento - Oncologia Medica D.O., Verona, Italy
| | - Vito Lorusso
- Oncologia Medica Pad. oncologico Ospedale V. Fazzi, Lecce, Italy
| | | | | | - Domenico Galetta
- Oncologia Medica IRCCS Giovanni Paolo II Ospedale Oncologico, Bari, Italy
| | - Cesare Gridelli
- Oncologia Medica, A.O.R.N. San Giuseppe Moscati, Avellino, Italy
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Yang YL, Luo XP, Xian L. The prognostic role of the class III β-tubulin in non-small cell lung cancer (NSCLC) patients receiving the taxane/vinorebine-based chemotherapy: a meta-analysis. PLoS One 2014; 9:e93997. [PMID: 24705847 PMCID: PMC3976369 DOI: 10.1371/journal.pone.0093997] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2013] [Accepted: 03/10/2014] [Indexed: 11/18/2022] Open
Abstract
Background A number of studies have examined the relationship between the expression of the class III β-tubulin (TUBB3) and the treatment responses to the taxane/vinorebine-based chemotherapy in patients with non-small cell lung cancer (NSCLC). However, the results of these studies were inconsistent and inconclusive. Therefore, we conducted an up-to-date meta-analysis to evaluate the prognostic role of TUBB3 in the taxane/vinorebine-based chemotherapy. Methods A literature search for relevant studies was conducted in PubMed, Embase, and CNKI. The inclusion criteria were the taxane/vinorebine-based chemotherapy in patients with NSCLC and the evaluation of the clinical outcomes in relation to the expression of TUBB3. The clinical outcomes analyzed in this study included the overall response rate (ORR), overall survival (OS), and event-free survival (EFS). Odds ratio (OR) or hazard ratio (HR) with 95% confidence interval (CI) were calculated to assess the risk associated with the TUBB3 expression in the taxane/vinorebine-based chemotherapy. Results A total of 28 studies with 2401 NSCLC patients were qualified for this meta-analysis. We found that the positive or high level of TUBB3 expression was associated with a poorer ORR (OR = 0.24, 95% CI = 0.16–0.36, p<0.001), an unfavorable OS (HR = 1.52, 95% CI = 1.27–1.82, p<0.001), and a worse EFS (HR = 1.47, 95% CI = 1.24–1.74, p<0.001) compared to the negative or low level of TUBB3 expression. The statistically significant associations between TUBB3 and chemotherapy responses were also observed in the stratified subgroup analysis, which included the analysis by ethnic subgroup (Asian and Caucasian), chemotherapy regimen (taxane-based and vinorebine-based), TUBB3 detection method (IHC and PCR), and treatment strategy (surgery plus adjuvant chemotherapy and palliative chemotherapy). Conclusions The expression level of TUBB3 may be a useful biomarker to predict the clinical outcomes of the taxane/vinorebine-based chemotherapy in patients with NSCLC.
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Affiliation(s)
- Yan-Long Yang
- Department of Cardiothoracic Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Xiu-Ping Luo
- Clinical Faculty of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Lei Xian
- Department of Cardiothoracic Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
- * E-mail:
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