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Mazzilli SA, Rahal Z, Rouhani MJ, Janes SM, Kadara H, Dubinett SM, Spira AE. Translating premalignant biology to accelerate non-small-cell lung cancer interception. Nat Rev Cancer 2025; 25:379-392. [PMID: 39994467 DOI: 10.1038/s41568-025-00791-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/02/2025] [Indexed: 02/26/2025]
Abstract
Over the past decade, substantial progress has been made in the development of targeted and immune-based therapies for patients with advanced non-small-cell lung cancer. To further improve outcomes for patients with lung cancer, identifying and intercepting disease at the earliest and most curable stages are crucial next steps. With the recent implementation of low-dose computed tomography scan screening in populations at high risk, there is an emerging unmet need for new diagnostic, prognostic and therapeutic tools to help treat patients suspected of harbouring premalignant lesions and minimally invasive non-small-cell lung cancer. Continued advances in the identification of the earliest drivers of lung carcinogenesis are poised to address these unmet needs. Employing multimodal approaches to chart the temporal and spatial maps of the molecular events driving lung premalignant lesion progression will refine our understanding of early carcinogenesis. Elucidating the molecular drivers of premalignancy is critical to the development of biomarkers to detect those incubating a premalignant lesion, to stratify risk for progression to invasive cancer and to identify novel therapeutic targets to intercept that process. In this Review, we summarize emerging insights into the earliest cellular and molecular events associated with lung squamous and adenocarcinoma carcinogenesis and highlight the growing opportunity for translating these insights into clinical tools for early detection and disease interception to transform the outcomes for those at risk for lung cancer.
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Affiliation(s)
- Sarah A Mazzilli
- Sectional Computational Biomedicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
| | - Zahraa Rahal
- Division of Pathology-Lab Medicine, Department of Translational Molecular Pathology, MD Anderson Cancer Center, Houston, TX, USA
| | - Maral J Rouhani
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK
| | - Sam M Janes
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK
| | - Humam Kadara
- Division of Pathology-Lab Medicine, Department of Translational Molecular Pathology, MD Anderson Cancer Center, Houston, TX, USA
| | - Steven M Dubinett
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, and Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Avrum E Spira
- Sectional Computational Biomedicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
- Johnson & Johnson Innovative Medicine, Boston, MA, USA.
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Ning B, Chiu DJ, Pfefferkorn RM, Kefella Y, Kane E, Reyes-Ortiz V, Liu G, Zhang S, Liu H, Sultan L, Green E, Constant M, Spira AE, Campbell JD, Reid ME, Varelas X, Burks EJ, Lenburg ME, Mazzilli SA, Beane JE. Epithelial miR-149-5p up-regulation is associated with immune evasion in progressive bronchial premalignant lesions. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.03.636307. [PMID: 39975222 PMCID: PMC11838605 DOI: 10.1101/2025.02.03.636307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
The molecular drivers bronchial premalignant lesion progression to invasive lung squamous cell carcinoma are not well defined. Prior work profiling longitudinally collected bronchial premalignant lesion biopsies by RNA sequencing defined a proliferative subtype, enriched with bronchial dysplasia. We found that a gene co-expression module associated with interferon gamma signaling and antigen processing/presentation was down-regulated in progressive/persistent versus regressive lesions within the proliferative subtype, suggesting a functional impact of these genes on immune evasion. RNA from these same premalignant lesions was profiled by microRNA (miRNA) sequencing and a miRNA-gene network analysis identified hsa-miR-149-5p as a potential regulator of this antigen presentation gene co-expression module associated with lesion progression. hsa-miR-149-5p was found to be predominantly expressed in the epithelium and up-regulated in progressive/persistent versus regressive proliferative lesions while targets of this miRNA, the transcriptional coactivator of MHC-I gene expression, NLRC5 , and the genes it regulates were down-regulated. MicroRNA in situ hybridization of hsa-miR-149-5p in tissue from adjacent fixed biopsies showed that hsa-miR-149-5p was increased in areas of bronchial dysplasia in progressive/persistent versus regressive lesions. Imaging mass cytometry showed that NLRC5 protein expression was decreased in progressive/persistent versus regressive lesions within areas of hyperplasia, metaplasia, and dysplasia. Additionally, basal cells with high versus low levels of NLRC5 were found to be in close spatial proximity to CD8 T cells, suggesting that these cells exhibit increased functional MHC-I gene expression in lesions with low hsa-miR-149-5p expression. Collectively, our data suggests a functional role for hsa-miR-149-5p in bronchial premalignant lesions and may serve as a therapeutic target for PML immunomodulation. STATEMENT OF SIGNIFICANCE Integrative analysis across bronchial premalignant lesions has identified and localized a potential regulator of immune evasion in progressive/persistent lesions that could be a novel therapeutic target.
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Detterbeck FC, Ostrowski M, Hoffmann H, Rami-Porta R, Osarogiagbon RU, Donnington J, Infante M, Marino M, Marom EM, Nakajima J, Nicholson AG, van Schil P, Travis WD, Tsao MS, Edwards JG, Asamura H. The International Association for the Study of Lung Cancer Lung Cancer Staging Project: Proposals for Revision of the Classification of Residual Tumor After Resection for the Forthcoming (Ninth) Edition of the TNM Classification of Lung Cancer. J Thorac Oncol 2024; 19:1052-1072. [PMID: 38569931 DOI: 10.1016/j.jtho.2024.03.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Revised: 03/20/2024] [Accepted: 03/25/2024] [Indexed: 04/05/2024]
Abstract
INTRODUCTION The goal of surgical resection is to completely remove a cancer; it is useful to have a system to describe how well this was accomplished. This is captured by the residual tumor (R) classification, which is separate from the TNM classification that describes the anatomic extent of a cancer independent of treatment. The traditional R-classification designates as R0 a complete resection, as R1 a macroscopically complete resection but with microscopic tumor at the surgical margin, and as R2 a resection that leaves gross tumor behind. For lung cancer, an additional category encompasses situations in which the presence of residual tumor is uncertain. METHODS This paper represents a comprehensive review of evidence regarding these R categories and the descriptors thereof, focusing on studies published after the year 2000 and with adjustment for potential confounders. RESULTS Consistent discrimination between complete, uncertain, and incomplete resection is revealed with respect to overall survival. Evidence regarding specific descriptors is generally somewhat limited and only partially consistent; nevertheless, the data suggest retaining all descriptors but with clarifications to address ambiguities. CONCLUSION On the basis of this review, the R-classification for the ninth edition of stage classification of lung cancer is proposed to retain the same overall framework and descriptors, with more precise definitions of descriptors. These refinements should facilitate application and further research.
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Affiliation(s)
- Frank C Detterbeck
- Department of Surgery, Yale University School of Medicine, New Haven, Connecticut.
| | - Marcin Ostrowski
- Department of Thoracic Surgery, Medical University of Gdansk, Gdansk, Poland
| | - Hans Hoffmann
- Division of Thoracic Surgery, Department of Surgery, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Ramón Rami-Porta
- Department of Thoracic Surgery, Hospital Universitari Mutua Terrassa, University of Barcelona, Terrassa, Barcelona, Spain
| | - Ray U Osarogiagbon
- Oncology Research Group, Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | | | - Maurizio Infante
- Department of Thoracic Surgery, Ospedale Borgo Trento, Verona, Italy
| | - Mirella Marino
- Department of Pathology, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Edith M Marom
- Department of Diagnostic Imaging, The Chaim Sheba Medical Center, Ramat Gan, Israel
| | - Jun Nakajima
- Department of Thoracic Surgery, The University of Tokyo, Tokyo, Japan
| | - Andrew G Nicholson
- Department of Histopathology, Royal Brompton and Harefield NHS Hospitals, Guy's and St. Thomas' NHS Foundation Trust and National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Paul van Schil
- Department of Thoracic and Vascular Surgery, Antwerp University Hospital, Edegem (Antwerp), Belgium
| | - William D Travis
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Ming S Tsao
- Department of Pathology, The Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - John G Edwards
- Department of Cardiothoracic Surgery, Sheffield Teaching Hospitals National Health Service Foundation Trust, Northern General Hospital, Sheffield, United Kingdom
| | - Hisao Asamura
- Division of Thoracic Surgery, Keio School of Medicine, Tokyo, Japan
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Yan P, Sun W, Li X, Li M, Jiang Y, Luo H. PKDN: Prior Knowledge Distillation Network for bronchoscopy diagnosis. Comput Biol Med 2023; 166:107486. [PMID: 37757599 DOI: 10.1016/j.compbiomed.2023.107486] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 08/15/2023] [Accepted: 09/15/2023] [Indexed: 09/29/2023]
Abstract
Bronchoscopy plays a crucial role in diagnosing and treating lung diseases. The deep learning-based diagnostic system for bronchoscopic images can assist physicians in accurately and efficiently diagnosing lung diseases, enabling patients to undergo timely pathological examinations and receive appropriate treatment. However, the existing diagnostic methods overlook the utilization of prior knowledge of medical images, and the limited feature extraction capability hinders precise focus on lesion regions, consequently affecting the overall diagnostic effectiveness. To address these challenges, this paper proposes a prior knowledge distillation network (PKDN) for identifying lung diseases through bronchoscopic images. The proposed method extracts color and edge features from lesion images using the prior knowledge guidance module, and subsequently enhances spatial and channel features by employing the dynamic spatial attention module and gated channel attention module, respectively. Finally, the extracted features undergo refinement and self-regulation through feature distillation. Furthermore, decoupled distillation is implemented to balance the importance of target and non-target class distillation, thereby enhancing the diagnostic performance of the network. The effectiveness of the proposed method is validated on the bronchoscopic dataset provided by Harbin Medical University Cancer Hospital, which consists of 2,029 bronchoscopic images from 200 patients. Experimental results demonstrate that the proposed method achieves an accuracy of 94.78% and an AUC of 98.17%, outperforming other methods significantly in diagnostic performance. These results indicate that the computer-aided diagnostic system based on PKDN provides satisfactory accuracy in diagnosing lung diseases during bronchoscopy.
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Affiliation(s)
- Pengfei Yan
- Department of Control Science and Engineering, Harbin Institute of Technology, Harbin 150001, China
| | - Weiling Sun
- Department of Endoscope, Harbin Medical University Cancer Hospital, Harbin 150040, China
| | - Xiang Li
- Department of Control Science and Engineering, Harbin Institute of Technology, Harbin 150001, China
| | - Minglei Li
- Department of Control Science and Engineering, Harbin Institute of Technology, Harbin 150001, China
| | - Yuchen Jiang
- Department of Control Science and Engineering, Harbin Institute of Technology, Harbin 150001, China
| | - Hao Luo
- Department of Control Science and Engineering, Harbin Institute of Technology, Harbin 150001, China.
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Smesseim I, van Boerdonk RA, Dickhoff C, Heineman DJ, Dahele MR, Radonic T, Bahce I, Rauh SP, Comans EFI, Daniels HJMA. Focal 18 F-FDG uptake predicts progression of pre-invasive squamous bronchial lesions to invasive cancers. Thorac Cancer 2023; 14:840-847. [PMID: 36802171 PMCID: PMC10040284 DOI: 10.1111/1759-7714.14815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/17/2023] [Accepted: 01/19/2023] [Indexed: 02/20/2023] Open
Abstract
INTRODUCTION Pre-invasive squamous lesions of the central airways can progress into invasive lung cancers. Identifying these high-risk patients could enable detection of invasive lung cancers at an early stage. In this study, we investigated the value of 18 F-fluorodeoxyglucose (18 F-FDG) positron emission tomography (PET) scans in predicting progression in patients with pre-invasive squamous endobronchial lesions. METHODS In this retrospective study, patients with pre-invasive endobronchial lesions, who underwent an 18 F-FDG PET scan at the VU University Medical Center Amsterdam, between January 2000 and December 2016, were included. Autofluorescence bronchoscopy (AFB) was used for tissue sampling and was repeated every 3 months. The minimum and median follow-up was 3 and 46.5 months. Study endpoints were the occurrence of biopsy proven invasive carcinoma, time-to-progression and overall survival (OS). RESULTS A total number of 40 of 225 patients met the inclusion criteria of which 17 (42.5%) patients had a positive baseline 18 F-FDG PET scan. A total of 13 of 17 (76.5%) developed invasive lung carcinoma during follow-up, with a median time to progression of 5.0 months (range, 3.0-25.0). In 23 (57.5%) patients with a negative 18 F-FDG PET scan at baseline, 6 (26%) developed lung cancer, with a median time to progression of 34.0 months (range, 14.0-42.0 months, p < 0.002). With a median OS of 56.0 months (range, 9.0-60.0 months) versus 49.0 months (range, 6.0-60.0 months) (p = 0.876) for the 18 F-FDG PET positive and negative groups, respectively. CONCLUSIONS Patients with pre-invasive endobronchial squamous lesions and a positive baseline 18 F-FDG PET scan were at high-risk for developing lung carcinoma, highlighting that this patient group requires early radical treatment.
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Affiliation(s)
- Illaa Smesseim
- Department of Pulmonary Diseases, Amsterdam University Medical Center, Location Free University Medical Center, Amsterdam, The Netherlands
| | - Robert A van Boerdonk
- Department of Pathology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Chris Dickhoff
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - David J Heineman
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Max R Dahele
- Department of Radiotherapy, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Teodora Radonic
- Department of Pathology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Idris Bahce
- Department of Pulmonary Diseases, Amsterdam University Medical Center, Location Free University Medical Center, Amsterdam, The Netherlands
| | - Simone P Rauh
- Department of Epidemiology and Biostatistics, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Emile F I Comans
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Hans J M A Daniels
- Department of Pulmonary Diseases, Amsterdam University Medical Center, Location Free University Medical Center, Amsterdam, The Netherlands
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Basu A, Paul MK, Weiss S. The actin cytoskeleton: Morphological changes in pre- and fully developed lung cancer. BIOPHYSICS REVIEWS 2022; 3:041304. [PMID: 38505516 PMCID: PMC10903407 DOI: 10.1063/5.0096188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 12/09/2022] [Indexed: 03/21/2024]
Abstract
Actin, a primary component of the cell cytoskeleton can have multiple isoforms, each of which can have specific properties uniquely suited for their purpose. These monomers are then bound together to form polymeric filaments utilizing adenosine triphosphate hydrolysis as a source of energy. Proteins, such as Arp2/3, VASP, formin, profilin, and cofilin, serve important roles in the polymerization process. These filaments can further be linked to form stress fibers by proteins called actin-binding proteins, such as α-actinin, myosin, fascin, filamin, zyxin, and epsin. These stress fibers are responsible for mechanotransduction, maintaining cell shape, cell motility, and intracellular cargo transport. Cancer metastasis, specifically epithelial mesenchymal transition (EMT), which is one of the key steps of the process, is accompanied by the formation of thick stress fibers through the Rho-associated protein kinase, MAPK/ERK, and Wnt pathways. Recently, with the advent of "field cancerization," pre-malignant cells have also been demonstrated to possess stress fibers and related cytoskeletal features. Analytical methods ranging from western blot and RNA-sequencing to cryo-EM and fluorescent imaging have been employed to understand the structure and dynamics of actin and related proteins including polymerization/depolymerization. More recent methods involve quantifying properties of the actin cytoskeleton from fluorescent images and utilizing them to study biological processes, such as EMT. These image analysis approaches exploit the fact that filaments have a unique structure (curvilinear) compared to the noise or other artifacts to separate them. Line segments are extracted from these filament images that have assigned lengths and orientations. Coupling such methods with statistical analysis has resulted in development of a new reporter for EMT in lung cancer cells as well as their drug responses.
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Affiliation(s)
| | | | - Shimon Weiss
- Author to whom correspondence should be addressed:
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Olive GN, Yang IA, Marshall H, Bowman RV, Fong KM. More than meets the eye. Eur Respir J 2022; 60:60/3/2200763. [PMID: 36109046 DOI: 10.1183/13993003.00763-2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 04/27/2022] [Indexed: 11/05/2022]
Affiliation(s)
- Gerard N Olive
- Thoracic Medicine, The Prince Charles Hospital, Brisbane, Australia.,UQ Thoracic Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Ian A Yang
- Thoracic Medicine, The Prince Charles Hospital, Brisbane, Australia.,UQ Thoracic Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Henry Marshall
- Thoracic Medicine, The Prince Charles Hospital, Brisbane, Australia.,UQ Thoracic Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Rayleen V Bowman
- Thoracic Medicine, The Prince Charles Hospital, Brisbane, Australia.,UQ Thoracic Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Kwun M Fong
- Thoracic Medicine, The Prince Charles Hospital, Brisbane, Australia .,UQ Thoracic Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
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Guisier F, Deslee G, Birembaut P, Escarguel B, Chapel F, Bota S, Métayer J, Lachkar S, Capron F, Homasson JP, Taulelle M, Quintana M, Raspaud C, Messelet D, Benzaquen J, Hofman P, Baddredine J, Paris C, Cales V, Laurent P, Vignaud JM, Ménard O, Copin MC, Ramon P, Bouchindhomme B, Tavernier JY, Quintin I, Quiot JJ, Galateau-Sallé F, Zalcman G, Piton N, Thiberville L. Endoscopic follow-up of low-grade precancerous bronchial lesions in high-risk patients: long-term results of the SELEPREBB randomised multicentre trial. Eur Respir J 2022; 60:13993003.01946-2021. [PMID: 35236723 DOI: 10.1183/13993003.01946-2021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Accepted: 01/15/2022] [Indexed: 01/29/2023]
Abstract
BACKGROUND 3-9% of low-grade preinvasive bronchial lesions progress to cancer. This study assessed the usefulness of an intensive bronchoscopy surveillance strategy in patients with bronchial lesions up to moderate squamous dysplasia. METHODS SELEPREBB (ClinicalTrials.gov NCT00213603) was a randomised study conducted in 17 French centres. After baseline lung computed tomography (CT) and autofluorescence bronchoscopy (AFB) to exclude lung cancer and bronchial severe squamous dysplasia or carcinoma in situ (CIS), patients were assigned to standard surveillance (arm A) with CT and AFB at 36 months or to intensive surveillance (arm B) with AFB every 6 months. Further long-term data were obtained with a median follow-up of 4.7 years. RESULTS 364 patients were randomised (A: 180, B: 184). 27 patients developed invasive lung cancer and two developed persistent CIS during the study, with no difference between arms (OR 0.63, 95% CI 0.20-1.96, p=0.42). Mild or moderate dysplasia at baseline bronchoscopy was a significant lung cancer risk factor both at 3 years (8 of 74 patients, OR 6.9, 95% CI 2.5-18.9, p<0.001) and at maximum follow-up (16 of 74 patients, OR 5.9, 95% CI 2.9-12.0, p<0.001). Smoking cessation was significantly associated with clearance of bronchial dysplasia on follow-up (OR 0.12, 95% CI 0.01-0.66, p=0.005) and with a reduced risk of lung cancer at 5 years (OR 0.15, 95% CI 0.003-0.99, p=0.04). CONCLUSION Patients with mild or moderate dysplasia are at very high risk for lung cancer at 5 years, with smoking cessation significantly reducing the risk. Whereas intensive bronchoscopy surveillance does not improve patient outcomes, the identification of bronchial dysplasia using initial bronchoscopy maybe useful for risk stratification strategies in lung cancer screening programmes.
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Affiliation(s)
- Florian Guisier
- Dept of Pneumology, Normandie Univ, UNIROUEN, LITIS Lab QuantIF team EA4108, CHU Rouen and Inserm CIC-CRB 1404, Rouen, France
| | - Gaëtan Deslee
- Dept of Pneumology, CHU de Reims, Inserm UMR 1250, Université de Reims-Champagne Ardenne, Reims, France
| | | | | | - Françoise Chapel
- Laboratoire d'Anatomie Pathologique, CHI Toulon La Seyne sur Mer, Toulon, France
| | | | | | | | | | | | | | | | | | - Daniel Messelet
- Laboratoire d'Anatomie et Cytologie Pathologiques, Toulouse, France
| | - Jonathan Benzaquen
- Dept of Pulmonary Medicine and Oncology, Université Côte d'Azur, Centre Hospitalier Universitaire de Nice, FHU OncoAge, Nice, France.,Institute of Research on Cancer and Aging (IRCAN), Université Côte d'Azur, FHU OncoAge, CNRS UMR7284, INSERM U1081, Nice, France
| | - Paul Hofman
- Institute of Research on Cancer and Aging (IRCAN), Université Côte d'Azur, CNRS, INSERM, Nice, France.,Laboratory of Clinical and Experimental Pathology, Université Côte d'Azur, FHU OncoAge, BB-0033-00025, Centre Hospitalier Universitaire de Nice, Nice, France
| | | | - Christophe Paris
- INSERM U1085 IRSET and Service de Santé au Travail et de Pathologie Professionnelle et Environnementale, CHRU Pontchaillou, Rennes, France
| | - Valérie Cales
- Laboratoire d'Anatomie Pathologique, CH de Pau, Pau, France
| | | | | | - Olivier Ménard
- Service de Pneumologie, CHU Nancy, Hôpital Brabois, Vandoeuvre les Nancy, France
| | | | - Philippe Ramon
- Clinique des Maladies Respiratoires, CHRU Lille, Hôpital Calmette, Lille, France
| | | | | | - Isabelle Quintin
- Service d'Anatomie Pathologique, CHU Brest, Hôpital Morvan, Brest, France
| | | | - Françoise Galateau-Sallé
- Laboratoire d'Anatomie Pathologique, CHU de Caen, Caen, France.,Dept of BioPathology Centre Leon Berard, Lyon, France
| | - Gérard Zalcman
- Service de Pneumologie, CHU de Caen, Caen, France.,Thoracic Oncology Dept, Université de Paris, Hôpital Bichat Claude Bernard, Paris, France
| | - Nicolas Piton
- Service de Pathologie, Normandie Université, UNIROUEN, Inserm U1245, CHU Rouen, Rouen, France
| | - Luc Thiberville
- Dept of Pneumology, Normandie Univ, UNIROUEN, LITIS Lab QuantIF team EA4108, CHU Rouen and Inserm CIC-CRB 1404, Rouen, France
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Maoz A, Merenstein C, Koga Y, Potter A, Gower AC, Liu G, Zhang S, Liu H, Stevenson C, Spira A, Reid ME, Campbell JD, Mazzilli SA, Lenburg ME, Beane J. Elevated T cell repertoire diversity is associated with progression of lung squamous cell premalignant lesions. J Immunother Cancer 2021; 9:jitc-2021-002647. [PMID: 34580161 PMCID: PMC8477334 DOI: 10.1136/jitc-2021-002647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/03/2021] [Indexed: 11/21/2022] Open
Abstract
Objective The immune response to invasive carcinoma has been the focus of published work, but little is known about the adaptive immune response to bronchial premalignant lesions (PMLs), precursors of lung squamous cell carcinoma. This study was designed to characterize the T cell receptor (TCR) repertoire in PMLs and its association with clinical, pathological, and molecular features. Methods Endobronchial biopsies (n=295) and brushings (n=137) from high-risk subjects (n=50), undergoing lung cancer screening at approximately 1-year intervals via autofluorescence bronchoscopy and CT, were profiled by RNA-seq. We applied the TCR Repertoire Utilities for Solid Tissue/Tumor tool to the RNA-seq data to identify TCR CDR3 sequences across all samples. In the biopsies, we measured the correlation of TCR diversity with previously derived immune-associated PML transcriptional signatures and PML outcome. We also quantified the spatial and temporal distribution of shared and clonally expanded TCRs. Using the biopsies and brushes, the ratio of private (ie, found in one patient only) and public (ie, found in two or more patients) TCRs was quantified, and the CDR3 sequences were compared with those found in curated databases with known antigen specificities. Results We detected 39,303 unique TCR sequences across all samples. In PML biopsies, TCR diversity was negatively associated with a transcriptional signature of T cell mediated immune activation (p=4e-4) associated with PML outcome. Additionally, in lesions of the proliferative molecular subtype, TCR diversity was decreased in regressive versus progressive/persistent PMLs (p=0.045). Within each patient, TCRs were more likely to be shared between biopsies sampled at the same timepoint than biopsies sampled at the same anatomic location at different times. Clonally expanded TCRs, within a biopsied lesion, were more likely to be expanded at future time points than non-expanded clones. The majority of TCR sequences were found in a single sample, with only 3396 (8.6%) found in more than one sample and 1057 (2.7%) found in two or more patients (ie, public); however, when compared with a public database of CDR3 sequences, 4543 (11.6%) of TCRs were identified as public. TCRs with known antigen specificities were enriched among public TCRs (p<0.001). Conclusions Decreased TCR diversity may reflect nascent immune responses that contribute to PML elimination. Further studies are needed to explore the potential for immunoprevention of PMLs.
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Affiliation(s)
- Asaf Maoz
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA.,Boston Medical Center, Boston, MA, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Carter Merenstein
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA.,Department of Microbiology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA
| | - Yusuke Koga
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA
| | - Austin Potter
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA
| | - Adam C Gower
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA
| | - Gang Liu
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA
| | - Sherry Zhang
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA
| | - Hanqiao Liu
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA
| | | | - Avrum Spira
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA.,The Lung Cancer Initiative at Johnson and Johnson, Cambridge, Massachusetts, USA
| | - Mary E Reid
- Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Joshua D Campbell
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA
| | - Sarah A Mazzilli
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA
| | - Marc E Lenburg
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA
| | - Jennifer Beane
- Department of Medicine, Secion of Computational Biomedicine, Boston University School of Medicine, Boston, MA, USA
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Fan Y, Su Z, Wei M, Liang H, Jiang Y, Li X, Meng Z, Wang Y, Pan H, Song J, Qiao Y, Zhou Q. Long-term Lung Cancer Risk Associated with Sputum Atypia: A 27-Year Follow-up Study of an Occupational Lung Screening Cohort in Yunnan, China. Cancer Epidemiol Biomarkers Prev 2021; 30:2122-2129. [PMID: 34446474 DOI: 10.1158/1055-9965.epi-21-0339] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 05/12/2021] [Accepted: 08/18/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Sputum cytologic atypia is associated with increased lung cancer risk. However, little is known about the long-term magnitude and temporal trend of this risk. METHODS An extended follow-up was conducted in a prospective screening cohort among occupational tin miners in Yunnan, China. Sputum samples were collected prospectively at baseline and 7 annual screenings since enrollment. The associations between sputum cytologic results from baseline screening, the first 4 consecutive rounds of sputum screening, and lung cancer risk were analyzed by time-varying covariate Cox regression model. RESULTS A moderate or worse cytologic result was associated with a significantly increased lung cancer risk. This relative hazard significantly decreased over time. Compared with negative screening results, the adjusted hazard ratios of baseline-moderate or worse atypia, at least one moderate or worse atypia in the first 4 consecutive screening rounds during the first 10 years of follow-up were 3.11 [95% confidence interval (CI): 2.37-4.07], 3.25 (95% CI: 2.33-4.54) respectively. This association was stronger for persistent atypia (adjusted hazard ratio = 17.55, 95% CI: 8.32-37.03); atypia identified in the recent screening rounds (adjusted HR = 4.14, 95% CI: 2.70-6.35), and those were old in age, had higher level of smoking, occupational radon, and arsenic exposure. In terms of histology, this increased risk was significant for squamous cell carcinoma and small cell lung cancer. CONCLUSIONS Although decreasing over time, an increased lung cancer risk concerning moderate or worse sputum atypia can continue at least for 10 years. IMPACT Sputum atypia might be helpful for identifying high-risk individuals for screening, surveillance, or chemoprevention of lung cancer.
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Affiliation(s)
- Yaguang Fan
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Tianjin Medical University General Hospital, Tianjin, China
| | - Zheng Su
- Department of Cancer Epidemiology, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Mengna Wei
- Breast Cancer Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Hao Liang
- Lung Cancer Center, Lung Cancer Institute, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Yong Jiang
- Department of Cancer Epidemiology, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xuebing Li
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Tianjin Medical University General Hospital, Tianjin, China
| | - Zhaowei Meng
- Department of Nuclear Medicine, Tianjin Medical University General Hospital, Tianjin, China
| | - Ying Wang
- Department of Radiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Hongli Pan
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Tianjin Medical University General Hospital, Tianjin, China
| | - Jinzhao Song
- Department of Mechanical Engineering & Applied Mechanics, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Youlin Qiao
- Department of Cancer Epidemiology, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. .,Center of Global Health, School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qinghua Zhou
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Tianjin Medical University General Hospital, Tianjin, China. .,Lung Cancer Center, Lung Cancer Institute, West China Hospital of Sichuan University, Chengdu, Sichuan, China
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11
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Pal J, Becker AC, Dhamija S, Seiler J, Abdelkarim M, Sharma Y, Behr J, Meng C, Ludwig C, Kuster B, Diederichs S. Systematic analysis of migration factors by MigExpress identifies essential cell migration control genes in non-small cell lung cancer. Mol Oncol 2021; 15:1797-1817. [PMID: 33934493 PMCID: PMC8253088 DOI: 10.1002/1878-0261.12973] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 04/01/2021] [Accepted: 04/07/2021] [Indexed: 11/07/2022] Open
Abstract
Cell migration is an essential process in health and in disease, including cancer metastasis. A comprehensive inventory of migration factors is nonetheless lacking-in part due to the difficulty in assessing migration using high-throughput technologies. Hence, there are currently very few screens that systematically reveal factors controlling cell migration. Here, we introduce MigExpress as a platform for the 'identification of Migration control genes by differential Expression'. MigExpress exploits the combination of in-depth molecular profiling and the robust quantitative analysis of migration capacity in a broad panel of samples and identifies migration-associated genes by their differential expression in slow- versus fast-migrating cells. We applied MigExpress to investigate non-small cell lung cancer (NSCLC), which is the most frequent cause of cancer mortality mainly due to metastasis. In 54 NSCLC cell lines, we comprehensively determined mRNA and protein expression. Correlating the transcriptome and proteome profiles with the quantified migration properties led to the discovery and validation of FLNC, DSE, CPA4, TUBB6, and BICC1 as migration control factors in NSCLC cells, which were also negatively correlated with patient survival. Notably, FLNC was the least expressed filamin in NSCLC, but the only one controlling cell migration and correlating with patient survival and metastatic disease stage. In our study, we present MigExpress as a new method for the systematic analysis of migration factors and provide a comprehensive resource of transcriptomic and proteomic data of NSCLC cell lines related to cell migration.
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Affiliation(s)
- Jagriti Pal
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany
| | - Andrea C Becker
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany
| | - Sonam Dhamija
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany.,Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,CSIR Institute of Genomics and Integrative Biology, New Delhi, India
| | - Jeanette Seiler
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mahmoud Abdelkarim
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany
| | - Yogita Sharma
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany
| | - Jürgen Behr
- Leibniz Institute for Food Systems, Technical University of Munich, Freising, Germany.,Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), Technical University of Munich, Freising, Germany
| | - Chen Meng
- Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), Technical University of Munich, Freising, Germany
| | - Christina Ludwig
- Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), Technical University of Munich, Freising, Germany
| | - Bernhard Kuster
- Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), Technical University of Munich, Freising, Germany.,Chair of Proteomics and Bioanalytics, DKTK Partner Site Munich, Freising, Germany
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany.,Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
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12
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Kalinke L, Thakrar R, Janes SM. The promises and challenges of early non-small cell lung cancer detection: patient perceptions, low-dose CT screening, bronchoscopy and biomarkers. Mol Oncol 2020; 15:2544-2564. [PMID: 33252175 PMCID: PMC8486568 DOI: 10.1002/1878-0261.12864] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 11/04/2020] [Accepted: 11/26/2020] [Indexed: 12/14/2022] Open
Abstract
Lung cancer survival statistics are sobering with survival ranking among the poorest of all cancers despite the addition of targeted therapies and immunotherapies. However, improvements in tools for early detection hold promise. The Nederlands–Leuvens Longkanker Screenings Onderzoek (NELSON) trial recently corroborated the findings from the previous National Lung Screening Trial low‐dose Computerised Tomography (NLST) screening trial in reducing lung cancer mortality. Biomarker research and development is increasing at pace as the molecular life histories of lung cancers become further unravelled. Low‐dose CT screening (LDCT) is effective but targets only those at the highest risk and is burdensome on healthcare. An optimally designed CT screening programme at best will only detect a low proportion of overall lung cancers as only those at very high‐risk meet screening criteria. Biomarkers that help risk stratify suitable patients for LDCT screening, and those that assist in determining which LDCT detected nodules are likely to represent malignant disease are needed. Some biomarkers have been proposed as standalone lung cancer diagnosis tools. Bronchoscopy technology is improving, with better capacity to identify and obtain samples from early lung cancers. Clinicians need to be aware of each early lung cancer detection method’s inherent limitations. We anticipate that the future of early lung cancer diagnosis will involve a synergistic, multimodal approach, combining several early detection methods.
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Affiliation(s)
- Lukas Kalinke
- Lungs for Living Research Centre, University College London, UK
| | - Ricky Thakrar
- Lungs for Living Research Centre, University College London, UK
| | - Sam M Janes
- Lungs for Living Research Centre, University College London, UK
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13
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Chang Q, Bascom R, Toth J, Ahmad D, Higgins WE. Autofluorescence Bronchoscopy Video Analysis for Lesion Frame Detection .. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020; 2020:1556-1559. [PMID: 33018289 DOI: 10.1109/embc44109.2020.9176007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Because of the significance of bronchial lesions as indicators of early lung cancer and squamous cell carcinoma, a critical need exists for early detection of bronchial lesions. Autofluorescence bronchoscopy (AFB) is a primary modality used for bronchial lesion detection, as it shows high sensitivity to suspicious lesions. The physician, however, must interactively browse a long video stream to locate lesions, making the search exceedingly tedious and error prone. Unfortunately, limited research has explored the use of automated AFB video analysis for efficient lesion detection. We propose a robust automatic AFB analysis approach that distinguishes informative and uninformative AFB video frames in a video. In addition, for the informative frames, we determine the frames containing potential lesions and delineate candidate lesion regions. Our approach draws upon a combination of computer-based image analysis, machine learning, and deep learning. Thus, the analysis of an AFB video stream becomes more tractable. Using patient AFB video, 99.5%/90.2% of test frames were correctly labeled as informative/uninformative by our method versus 99.2%/47.6% by ResNet. In addition, ≥97% of lesion frames were correctly identified, with false positive and false negative rates ≤3%.Clinical relevance-The method makes AFB-based bronchial lesion analysis more efficient, thereby helping to advance the goal of better early lung cancer detection.
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14
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Criner GJ, Eberhardt R, Fernandez-Bussy S, Gompelmann D, Maldonado F, Patel N, Shah PL, Slebos DJ, Valipour A, Wahidi MM, Weir M, Herth FJ. Interventional Bronchoscopy. Am J Respir Crit Care Med 2020; 202:29-50. [PMID: 32023078 DOI: 10.1164/rccm.201907-1292so] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
For over 150 years, bronchoscopy, especially flexible bronchoscopy, has been a mainstay for airway inspection, the diagnosis of airway lesions, therapeutic aspiration of airway secretions, and transbronchial biopsy to diagnose parenchymal lung disorders. Its utility for the diagnosis of peripheral pulmonary nodules and therapeutic treatments besides aspiration of airway secretions, however, has been limited. Challenges to the wider use of flexible bronchoscopy have included difficulty in navigating to the lung periphery, the avoidance of vasculature structures when performing diagnostic biopsies, and the ability to biopsy a lesion under direct visualization. The last 10-15 years have seen major advances in thoracic imaging, navigational platforms to direct the bronchoscopist to lung lesions, and the ability to visualize lesions during biopsy. Moreover, multiple new techniques have either become recently available or are currently being investigated to treat a broad range of airway and lung parenchymal diseases, such as asthma, emphysema, and chronic bronchitis, or to alleviate recurrent exacerbations. New bronchoscopic therapies are also being investigated to not only diagnose, but possibly treat, malignant peripheral lung nodules. As a result, flexible bronchoscopy is now able to provide a new and expanding armamentarium of diagnostic and therapeutic tools to treat patients with a variety of lung diseases. This State-of-the-Art review succinctly reviews these techniques and provides clinicians an organized approach to their role in the diagnosis and treatment of a range of lung diseases.
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Affiliation(s)
- Gerard J Criner
- Lewis Katz School of Medicine at Temple University, Philadelphia, Pennsylvania
| | - Ralf Eberhardt
- Pneumology and Critical Care Medicine, Thoraxklinik, University of Heidelberg, Heidelberg, Germany
| | | | - Daniela Gompelmann
- Pneumology and Critical Care Medicine, Thoraxklinik, University of Heidelberg, Heidelberg, Germany
| | - Fabien Maldonado
- Department of Medicine and Department of Thoracic Surgery, Vanderbilt University, Nashville, Tennessee
| | - Neal Patel
- Division of Pulmonary Medicine, Mayo Clinic, Jacksonville, Florida
| | - Pallav L Shah
- Respiratory Medicine at the Royal Brompton Hospital and National Heart & Lung Institute, Imperial College, London, United Kingdom
| | - Dirk-Jan Slebos
- Department of Pulmonary Diseases, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Arschang Valipour
- Department of Respiratory and Critical Care Medicine, Krankenhaus Nord, Vienna, Austria; and
| | - Momen M Wahidi
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Mark Weir
- Lewis Katz School of Medicine at Temple University, Philadelphia, Pennsylvania
| | - Felix J Herth
- Pneumology and Critical Care Medicine, Thoraxklinik, University of Heidelberg, Heidelberg, Germany
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15
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Gupta A, Harris K, Dhillon SS. Role of bronchoscopy in management of central squamous cell lung carcinoma in situ. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:354. [PMID: 31516900 DOI: 10.21037/atm.2019.04.36] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Squamous cell carcinoma in situ (SCIS) is the pre-invasive stage of squamous cell carcinoma. Early detection and management of SCIS can prevent further progression. Although surgery and external beam radiation therapy are treatment options for SCIS, smaller lesions can be easily managed by bronchoscopic modalities like photodynamic therapy (PDT), cryotherapy, mechanical debulking with biopsy forceps, electrocautery and argon plasma coagulation (APC). Endobronchial brachytherapy (EBBT) and lasers may be judiciously utilized in selected cases. Although, previous studies of treatment modalities may have inadvertently included cases of invasive carcinomas, the advent of new technologies like radial probe endobronchial ultrasound (RP-EBUS) and optical coherence tomography (OCT) can help accurately determine the of depth of invasion. Superficial extent can also be better demarcated with techniques like auto-fluorescence bronchoscopy and narrow band imaging (NBI). New drugs for PDT with deeper penetration and less phototoxicity are being developed. These advances hopefully will allow us to perform superior clinical trials in future and improve our understanding of diagnosis and management of SCIS.
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Affiliation(s)
- Ankit Gupta
- Division of Pulmonary and Critical Care Medicine, Hartford Healthcare, Norwich, CT, USA
| | - Kassem Harris
- Interventional Pulmonology Section, Pulmonary Critical Care Division, Department of Medicine, Westchester Medical Center, New York Medical College, Valhalla, NY, USA
| | - Samjot Singh Dhillon
- Pulmonary Critical Care and Sleep Medicine, Interventional Pulmonary, The Permanente Medical Group, Roseville and Sacramento, CA, USA
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16
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Hofman P. Toward precision medicine based on the molecular landscape of carcinoma in situ of the bronchus: is it realistic for patients with pre-invasive lung disease? J Thorac Dis 2019; 11:S1286-S1288. [PMID: 31245111 DOI: 10.21037/jtd.2019.04.87] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Paul Hofman
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, University Côte d'Azur, Nice, France.,Hospital-Integrated Biobank, CHU Nice, University Côte d'Azur, Nice, France.,Team 4, IRCAN, FHU OncoAge, University Côte d'Azur, Nice, France
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17
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Beane JE, Mazzilli SA, Campbell JD, Duclos G, Krysan K, Moy C, Perdomo C, Schaffer M, Liu G, Zhang S, Liu H, Vick J, Dhillon SS, Platero SJ, Dubinett SM, Stevenson C, Reid ME, Lenburg ME, Spira AE. Molecular subtyping reveals immune alterations associated with progression of bronchial premalignant lesions. Nat Commun 2019; 10:1856. [PMID: 31015447 PMCID: PMC6478943 DOI: 10.1038/s41467-019-09834-2] [Citation(s) in RCA: 68] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 03/28/2019] [Indexed: 12/13/2022] Open
Abstract
Bronchial premalignant lesions (PMLs) are precursors of lung squamous cell carcinoma, but have variable outcome, and we lack tools to identify and treat PMLs at risk for progression to cancer. Here we report the identification of four molecular subtypes of PMLs with distinct differences in epithelial and immune processes based on RNA-Seq profiling of endobronchial biopsies from high-risk smokers. The Proliferative subtype is enriched with bronchial dysplasia and exhibits up-regulation of metabolic and cell cycle pathways. A Proliferative subtype-associated gene signature identifies subjects with Proliferative PMLs from normal-appearing uninvolved large airway brushings with high specificity. In progressive/persistent Proliferative lesions expression of interferon signaling and antigen processing/presentation pathways decrease and immunofluorescence indicates a depletion of innate and adaptive immune cells compared with regressive lesions. Molecular biomarkers measured in PMLs or the uninvolved airway can enhance histopathological grading and suggest immunoprevention strategies for intercepting the progression of PMLs to lung cancer.
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MESH Headings
- Antineoplastic Agents, Immunological/pharmacology
- Antineoplastic Agents, Immunological/therapeutic use
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/immunology
- Biopsy
- Bronchi/diagnostic imaging
- Bronchi/immunology
- Bronchi/pathology
- Bronchoscopy
- Carcinoma, Bronchogenic/genetics
- Carcinoma, Bronchogenic/immunology
- Carcinoma, Bronchogenic/pathology
- Carcinoma, Bronchogenic/prevention & control
- Cohort Studies
- Datasets as Topic
- Disease Progression
- Early Detection of Cancer/methods
- Gene Expression Profiling
- Gene Expression Regulation, Neoplastic/immunology
- Gene Regulatory Networks/genetics
- Gene Regulatory Networks/immunology
- Humans
- Immunity, Cellular/drug effects
- Immunity, Cellular/genetics
- Lung Neoplasms/genetics
- Lung Neoplasms/immunology
- Lung Neoplasms/pathology
- Lung Neoplasms/prevention & control
- Mass Screening/methods
- Middle Aged
- Precancerous Conditions/diagnostic imaging
- Precancerous Conditions/genetics
- Precancerous Conditions/immunology
- Precancerous Conditions/pathology
- RNA, Messenger/genetics
- Respiratory Mucosa/cytology
- Respiratory Mucosa/diagnostic imaging
- Respiratory Mucosa/immunology
- Respiratory Mucosa/pathology
- Sequence Analysis, RNA
- T-Lymphocytes/immunology
- Tomography, X-Ray Computed
- Up-Regulation
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Affiliation(s)
| | | | | | - Grant Duclos
- Boston University School of Medicine, Boston, MA, 02118, USA
| | - Kostyantyn Krysan
- David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | | | | | | | - Gang Liu
- Boston University School of Medicine, Boston, MA, 02118, USA
| | - Sherry Zhang
- Boston University School of Medicine, Boston, MA, 02118, USA
| | - Hanqiao Liu
- Boston University School of Medicine, Boston, MA, 02118, USA
| | - Jessica Vick
- Boston University School of Medicine, Boston, MA, 02118, USA
| | | | | | - Steven M Dubinett
- David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | | | - Mary E Reid
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA
| | - Marc E Lenburg
- Boston University School of Medicine, Boston, MA, 02118, USA
| | - Avrum E Spira
- Boston University School of Medicine, Boston, MA, 02118, USA
- Johnson and Johnson Innovation, Cambridge, MA, 02142, USA
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18
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van der Heijden EHFM, Candoli P, Vasilev I, Messi A, Pérez Pallarés J, Yablonskii P, van der Vorm A, Schuurbiers OCJ, Hoefsloot W. Image enhancement technology in bronchoscopy: a prospective multicentre study in lung cancer. BMJ Open Respir Res 2018; 5:e000295. [PMID: 29862031 PMCID: PMC5976136 DOI: 10.1136/bmjresp-2018-000295] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 04/17/2018] [Indexed: 12/21/2022] Open
Abstract
Introduction Patients with lung cancer may present with additional lesions in the central airways. Earlier studies have shown a relationship between vessel diameter, pattern and grade of malignancy. High-definition (HD+) bronchoscopy with image enhancement techniques (i-scan) detected more vascular abnormalities but correlation with pathology has not yet been established. Methods In this investigator-initiated, randomised, controlled, crossover, multicentre study in patients with suspected lung cancer, a HD+ bronchoscopy was performed with i-scan1 and i-scan2 settings in random order. Biopsies, visual grade and vascular pattern classification were obtained by endoscopists and blinded evaluation. Results In 107 patients, vascular patterns were classified in 48 tumours. Abrupt-ending vessels were predominantly found in squamous cell carcinoma but overall correlation between vessel pattern and histology was not significant (p=0.339). Additional lesions were detected in 35 patients (33%) with a correlation between vessel pattern and high-grade (pre-)invasive lesions (p<0.001). In 8.4% of the patients, relevant second lesions were detected which determined treatment and staging in 3% of all patients. Interobserver agreement was excellent for visual grading of the airway epithelium, but low for classifying vascular patterns. No significant detection rate difference was found by blinded and unblinded evaluation. Conclusion HD+ bronchoscopy with i-scan image enhancement readily detects additional lesions. In one-third of all the patients, additional lesions were detected. Their vascular pattern correlates to pathology outcome, but the interobserver correlation for vascular pattern classification is low. These lesions were relevant in 8.4% and affected treatment and work-up in 3% of the cases. Trial registration number NCT02285426; Results.
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Affiliation(s)
| | - Piero Candoli
- Ospedale Umberto I, Viale Dante Alighieri, Ravenna, Italy
| | - Igor Vasilev
- Center of Thoracic Surgery, St-Petersburg Research Institute of TB and Thoracic Surgery, St Petersburg, Russia
| | | | | | - Piotr Yablonskii
- Center of Thoracic Surgery, St-Petersburg Research Institute of TB and Thoracic Surgery, St Petersburg, Russia
| | - Anna van der Vorm
- Department of Pulmonary Diseases (614), Radboud University Medical Center, Nijmegen, The Netherlands.,Technical Medicine Faculty, Twente University, Enschede, The Netherlands
| | - Olga C J Schuurbiers
- Department of Pulmonary Diseases (614), Radboud University Medical Center, Nijmegen, The Netherlands
| | - Wouter Hoefsloot
- Department of Pulmonary Diseases (614), Radboud University Medical Center, Nijmegen, The Netherlands
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19
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Affiliation(s)
- Avrum Spira
- 1 Division of Computational Biomedicine, Boston University School of Medicine, Boston, Massachusetts
| | - Balazs Halmos
- 2 Department of Oncology, Albert Einstein College of Medicine, Bronx, New York; and
| | - Charles A Powell
- 3 Division of Pulmonary, Critical Care and Sleep Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
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20
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Kim BR, Coyaud E, Laurent EMN, St-Germain J, Van de Laar E, Tsao MS, Raught B, Moghal N. Identification of the SOX2 Interactome by BioID Reveals EP300 as a Mediator of SOX2-dependent Squamous Differentiation and Lung Squamous Cell Carcinoma Growth. Mol Cell Proteomics 2017; 16:1864-1888. [PMID: 28794006 PMCID: PMC5629269 DOI: 10.1074/mcp.m116.064451] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Revised: 05/05/2017] [Indexed: 11/06/2022] Open
Abstract
Lung cancer is the leading cause of cancer mortality worldwide, with squamous cell carcinoma (SQCC) being the second most common form. SQCCs are thought to originate in bronchial basal cells through an injury response to smoking, which results in this stem cell population committing to hyperplastic squamous rather than mucinous and ciliated fates. Copy number gains in SOX2 in the region of 3q26-28 occur in 94% of SQCCs, and appear to act both early and late in disease progression by stabilizing the initial squamous injury response in stem cells and promoting growth of invasive carcinoma. Thus, anti-SOX2 targeting strategies could help treat early and/or advanced disease. Because SOX2 itself is not readily druggable, we sought to characterize SOX2 binding partners, with the hope of identifying new strategies to indirectly interfere with SOX2 activity. We now report the first use of proximity-dependent biotin labeling (BioID) to characterize the SOX2 interactome in vivo We identified 82 high confidence SOX2-interacting partners. An interaction with the coactivator EP300 was subsequently validated in both basal cells and SQCCs, and we demonstrate that EP300 is necessary for SOX2 activity in basal cells, including for induction of the squamous fate. We also report that EP300 copy number gains are common in SQCCs and that growth of lung cancer cell lines with 3q gains, including SQCC cells, is dependent on EP300. Finally, we show that EP300 inhibitors can be combined with other targeted therapeutics to achieve more effective growth suppression. Our work supports the use of BioID to identify interacting protein partners of nondruggable oncoproteins such as SOX2, as an effective strategy to discover biologically relevant, druggable targets.
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Affiliation(s)
- Bo Ram Kim
- From the ‡Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, M5G 1L7, Canada
- §Department of Medical Biophysics, University of Toronto, Toronto, Ontario, M5G 1L7, Canada
| | - Etienne Coyaud
- From the ‡Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, M5G 1L7, Canada
| | - Estelle M N Laurent
- From the ‡Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, M5G 1L7, Canada
| | - Jonathan St-Germain
- From the ‡Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, M5G 1L7, Canada
| | - Emily Van de Laar
- From the ‡Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, M5G 1L7, Canada
| | - Ming-Sound Tsao
- From the ‡Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, M5G 1L7, Canada
- ¶Department of Laboratory Medicine and Pathobiology, University of Toronto, Ontario, Canada
| | - Brian Raught
- From the ‡Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, M5G 1L7, Canada
- §Department of Medical Biophysics, University of Toronto, Toronto, Ontario, M5G 1L7, Canada
| | - Nadeem Moghal
- From the ‡Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, M5G 1L7, Canada;
- §Department of Medical Biophysics, University of Toronto, Toronto, Ontario, M5G 1L7, Canada
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21
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Preinvasive disease of the airway. Cancer Treat Rev 2017; 58:77-90. [DOI: 10.1016/j.ctrv.2017.05.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 05/23/2017] [Accepted: 05/27/2017] [Indexed: 01/20/2023]
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22
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Beane J, Mazzilli SA, Tassinari AM, Liu G, Zhang X, Liu H, Buncio AD, Dhillon SS, Platero SJ, Lenburg ME, Reid ME, Lam S, Spira AE. Detecting the Presence and Progression of Premalignant Lung Lesions via Airway Gene Expression. Clin Cancer Res 2017; 23:5091-5100. [PMID: 28533227 DOI: 10.1158/1078-0432.ccr-16-2540] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Revised: 03/23/2017] [Accepted: 05/17/2017] [Indexed: 11/16/2022]
Abstract
Purpose: Lung cancer is the leading cause of cancer-related death in the United States. The molecular events preceding the onset of disease are poorly understood, and no effective tools exist to identify smokers with premalignant lesions (PMLs) that will progress to invasive cancer. Prior work identified molecular alterations in the smoke-exposed airway field of injury associated with lung cancer. Here, we focus on an earlier stage in the disease process leveraging the airway field of injury to study PMLs and its utility in lung cancer chemoprevention.Experimental Design: Bronchial epithelial cells from normal appearing bronchial mucosa were profiled by mRNA-Seq from subjects with (n = 50) and without (n = 25) PMLs. Using surrogate variable and gene set enrichment analysis, we identified genes, pathways, and lung cancer-related gene sets differentially expressed between subjects with and without PMLs. A computational pipeline was developed to build and test a chemoprevention-relevant biomarker.Results: We identified 280 genes in the airway field associated with the presence of PMLs. Among the upregulated genes, oxidative phosphorylation was strongly enriched, and IHC and bioenergetics studies confirmed pathway findings in PMLs. The relationship between PMLs and squamous cell carcinomas (SCC) was also confirmed using published lung cancer datasets. The biomarker performed well predicting the presence of PMLs (AUC = 0.92, n = 17), and changes in the biomarker score associated with progression/stability versus regression of PMLs (AUC = 0.75, n = 51).Conclusions: Transcriptomic alterations in the airway field of smokers with PMLs reflect metabolic and early lung SCC alterations and may be leveraged to stratify smokers at high risk for PML progression and monitor outcome in chemoprevention trials. Clin Cancer Res; 23(17); 5091-100. ©2017 AACR.
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Affiliation(s)
- Jennifer Beane
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts.
| | - Sarah A Mazzilli
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Anna M Tassinari
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Gang Liu
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Xiaohui Zhang
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Hanqiao Liu
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Anne Dy Buncio
- Department of Medicine, BC Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Samjot S Dhillon
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, New York
| | - Suso J Platero
- Janssen Research and Development, Spring House, Pennsylvania
| | - Marc E Lenburg
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Mary E Reid
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, New York
| | - Stephen Lam
- Department of Medicine, BC Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Avrum E Spira
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
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23
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Millar FR, Janes SM, Giangreco A. Epithelial cell migration as a potential therapeutic target in early lung cancer. Eur Respir Rev 2017; 26:26/143/160069. [PMID: 28143875 PMCID: PMC9489048 DOI: 10.1183/16000617.0069-2016] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Accepted: 10/19/2016] [Indexed: 01/10/2023] Open
Abstract
Lung cancer is the most lethal cancer type worldwide, with the majority of patients presenting with advanced stage disease. Targeting early stage disease pathogenesis would allow dramatic improvements in lung cancer patient survival. Recently, cell migration has been shown to be an integral process in early lung cancer ontogeny, with preinvasive lung cancer cells shown to migrate across normal epithelium prior to developing into invasive disease. TP53 mutations are the most abundant mutations in human nonsmall cell lung cancers and have been shown to increase cell migration via regulation of Rho-GTPase protein activity. In this review, we explore the possibility of targeting TP53-mediated Rho-GTPase activity in early lung cancer and the opportunities for translating this preclinical research into effective therapies for early stage lung cancer patients. Preinvasive lung cancer cell migration is a potential novel therapeutic target in early lung cancerhttp://ow.ly/FJGm305JxMQ
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Affiliation(s)
- Fraser R Millar
- Lungs for Living, UCL Respiratory, Division of Medicine, University College London, London, UK.,Dept of Thoracic Medicine, University College London Hospital, London, UK
| | - Sam M Janes
- Lungs for Living, UCL Respiratory, Division of Medicine, University College London, London, UK.,Dept of Thoracic Medicine, University College London Hospital, London, UK
| | - Adam Giangreco
- Lungs for Living, UCL Respiratory, Division of Medicine, University College London, London, UK
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24
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Zhang J, Wu J, Yang Y, Liao H, Xu Z, Hamblin LT, Jiang L, Depypere L, Ang KL, He J, Liang Z, Huang J, Li J, He Q, Liang W, He J. White light, autofluorescence and narrow-band imaging bronchoscopy for diagnosing airway pre-cancerous and early cancer lesions: a systematic review and meta-analysis. J Thorac Dis 2016; 8:3205-3216. [PMID: 28066600 DOI: 10.21037/jtd.2016.11.61] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND We aimed to summarize the diagnostic accuracy of white light bronchoscopy (WLB) and advanced techniques for airway pre-cancerous lesions and early cancer, such as autofluorescence bronchoscopy (AFB), AFB combined with WLB (AFB + WLB) and narrow-band imaging (NBI) bronchoscopy. METHODS We searched for eligible studies in seven electronic databases from their date of inception to Mar 20, 2015. In eligible studies, detected lesions should be confirmed by histopathology. We extracted and calculated the 2×2 data based on the pathological criteria of lung tumor, including high-grade lesions from moderate dysplasia (MOD) to invasive carcinoma (INV). Random-effect model was used to pool sensitivity, specificity, diagnostic odds ratio (DOR) and the area under the receiver-operating characteristic curve (AUC). RESULTS In 53 eligible studies (39 WLB, 39 AFB, 17 AFB + WLB, 6 NBI), diagnostic performance for high-grade lesions was analyzed based on twelve studies (10 WLB, 7 AFB, 7 AFB + WLB, 1 NBI), involving with totally 2,880 patients and 8,830 biopsy specimens. The sensitivity, specificity, DOR and AUC of WLB were 51% (95% CI, 34-68%), 86% (95% CI, 73-84%), 6 (95% CI, 3-13) and 77% (95% CI, 73-81%). Those of AFB and AFB + WLB were 93% (95% CI, 77-98%) and 86% (95% CI, 75-97%), 52% (95% CI, 37-67%) and 71% (95% CI, 56-87%), 15 (95% CI, 4-57) and 16 (95% CI, 6-41), and 76% (95% CI, 72-79%) and 82% (95% CI, 78-85%), respectively. NBI presented 100% sensitivity and 43% specificity. CONCLUSIONS With higher sensitivity, advanced bronchoscopy could be valuable to avoid missed diagnosis. Combining strategy of AFB and WLB may contribute preferable diagnosis rather than their alone use for high-grade lesions. Studies of NBI warrants further investigation for precancerous lesions.
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Affiliation(s)
- Jianrong Zhang
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China;; China State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, Guangzhou 510120, China;; National Clinical Research Centre of Respiratory Disease, Guangzhou 510120, China;; Graduate School, Guangzhou Medical University, Guangzhou 510120, China
| | - Jieyu Wu
- Graduate School, Guangzhou Medical University, Guangzhou 510120, China;; Department of Pathology, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
| | - Yujing Yang
- Department of Clinical Laboratory, Guangdong Academy of Medical Sciences and General Hospital, Guangzhou 510120, China
| | - Hua Liao
- Department of Respiratory Medicine, the Fifth Affiliated Hospital of Southern Medical University, Guangzhou 510120, China
| | - Zhiheng Xu
- China State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, Guangzhou 510120, China;; National Clinical Research Centre of Respiratory Disease, Guangzhou 510120, China;; Graduate School, Guangzhou Medical University, Guangzhou 510120, China;; Department of Critical Care Medicine, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
| | - Lindsey Tristine Hamblin
- Institute of International Education, Guangdong University of Foreign Studies, Guangzhou 510120, China
| | - Long Jiang
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China;; China State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, Guangzhou 510120, China;; National Clinical Research Centre of Respiratory Disease, Guangzhou 510120, China;; Graduate School, Guangzhou Medical University, Guangzhou 510120, China
| | - Lieven Depypere
- Department of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium
| | - Keng Leong Ang
- Department of Thoracic Surgery, Glenfield Hospital, Leicester, LE3 9QP, UK
| | - Jiaxi He
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China;; China State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, Guangzhou 510120, China;; National Clinical Research Centre of Respiratory Disease, Guangzhou 510120, China;; Graduate School, Guangzhou Medical University, Guangzhou 510120, China
| | - Ziyan Liang
- Department of Neonatology, the Third Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
| | - Jun Huang
- Medical Equipment Section, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510120, China
| | - Jingpei Li
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China;; China State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, Guangzhou 510120, China;; National Clinical Research Centre of Respiratory Disease, Guangzhou 510120, China
| | - Qihua He
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China;; China State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, Guangzhou 510120, China;; National Clinical Research Centre of Respiratory Disease, Guangzhou 510120, China;; Graduate School, Guangzhou Medical University, Guangzhou 510120, China
| | - Wenhua Liang
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China;; China State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, Guangzhou 510120, China;; National Clinical Research Centre of Respiratory Disease, Guangzhou 510120, China
| | - Jianxing He
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China;; China State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, Guangzhou 510120, China;; National Clinical Research Centre of Respiratory Disease, Guangzhou 510120, China
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25
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Kim BR, Van de Laar E, Cabanero M, Tarumi S, Hasenoeder S, Wang D, Virtanen C, Suzuki T, Bandarchi B, Sakashita S, Pham NA, Lee S, Keshavjee S, Waddell TK, Tsao MS, Moghal N. SOX2 and PI3K Cooperate to Induce and Stabilize a Squamous-Committed Stem Cell Injury State during Lung Squamous Cell Carcinoma Pathogenesis. PLoS Biol 2016; 14:e1002581. [PMID: 27880766 PMCID: PMC5120804 DOI: 10.1371/journal.pbio.1002581] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Accepted: 10/27/2016] [Indexed: 12/17/2022] Open
Abstract
Although cancers are considered stem cell diseases, mechanisms involving stem cell alterations are poorly understood. Squamous cell carcinoma (SQCC) is the second most common lung cancer, and its pathogenesis appears to hinge on changes in the stem cell behavior of basal cells in the bronchial airways. Basal cells are normally quiescent and differentiate into mucociliary epithelia. Smoking triggers a hyperproliferative response resulting in progressive premalignant epithelial changes ranging from squamous metaplasia to dysplasia. These changes can regress naturally, even with chronic smoking. However, for unknown reasons, dysplasias have higher progression rates than earlier stages. We used primary human tracheobronchial basal cells to investigate how copy number gains in SOX2 and PIK3CA at 3q26-28, which co-occur in dysplasia and are observed in 94% of SQCCs, may promote progression. We find that SOX2 cooperates with PI3K signaling, which is activated by smoking, to initiate the squamous injury response in basal cells. This response involves SOX9 repression, and, accordingly, SOX2 and PI3K signaling levels are high during dysplasia, while SOX9 is not expressed. By contrast, during regeneration of mucociliary epithelia, PI3K signaling is low and basal cells transiently enter a SOX2LoSOX9Hi state, with SOX9 promoting proliferation and preventing squamous differentiation. Transient reduction in SOX2 is necessary for ciliogenesis, although SOX2 expression later rises and drives mucinous differentiation, as SOX9 levels decline. Frequent coamplification of SOX2 and PIK3CA in dysplasia may, thus, promote progression by locking basal cells in a SOX2HiSOX9Lo state with active PI3K signaling, which sustains the squamous injury response while precluding normal mucociliary differentiation. Surprisingly, we find that, although later in invasive carcinoma SOX9 is generally expressed at low levels, its expression is higher in a subset of SQCCs with less squamous identity and worse clinical outcome. We propose that early pathogenesis of most SQCCs involves stabilization of the squamous injury state in stem cells through copy number gains at 3q, with the pro-proliferative activity of SOX9 possibly being exploited in a subset of SQCCs in later stages.
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Affiliation(s)
- Bo Ram Kim
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Emily Van de Laar
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Michael Cabanero
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Shintaro Tarumi
- Division of Thoracic Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Stefan Hasenoeder
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Dennis Wang
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Carl Virtanen
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Takaya Suzuki
- Division of Thoracic Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Bizhan Bandarchi
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Shingo Sakashita
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Nhu An Pham
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Sharon Lee
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Shaf Keshavjee
- Division of Thoracic Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Thomas K. Waddell
- Division of Thoracic Surgery, University Health Network, University of Toronto, 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
| | - Nadeem Moghal
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
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26
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Epelbaum O, Aronow WS. Autofluorescence bronchoscopy for lung cancer screening: a time to reflect. ANNALS OF TRANSLATIONAL MEDICINE 2016; 4:311. [PMID: 27668231 PMCID: PMC5009028 DOI: 10.21037/atm.2016.06.34] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Accepted: 06/01/2016] [Indexed: 11/06/2022]
Affiliation(s)
- Oleg Epelbaum
- Division of Pulmonary, Critical Care, and Sleep Medicine, Westchester Medical Center/New York Medical College, Valhalla, NY, USA
| | - Wilbert S. Aronow
- Division of Pulmonary, Critical Care, and Sleep Medicine, Westchester Medical Center/New York Medical College, Valhalla, NY, USA
- Division of Cardiology, Department of Medicine, Westchester Medical Center/New York Medical College, Valhalla, NY, USA
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27
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Tremblay A, Taghizadeh N, McWilliams AM, MacEachern P, Stather DR, Soghrati K, Puksa S, Goffin JR, Yasufuku K, Amjadi K, Nicholas G, Martel S, Laberge F, Johnston M, Shepherd FA, Ionescu DN, Urbanski S, Hwang D, Cutz JC, Sekhon HS, Couture C, Xu Z, Sutedja TG, Atkar-Khattra S, Tammemagi MC, Tsao MS, Lam SC. Low Prevalence of High-Grade Lesions Detected With Autofluorescence Bronchoscopy in the Setting of Lung Cancer Screening in the Pan-Canadian Lung Cancer Screening Study. Chest 2016; 150:1015-1022. [PMID: 27142184 DOI: 10.1016/j.chest.2016.04.019] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 01/29/2016] [Accepted: 04/01/2016] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Lung cancer screening with low-dose CT (LDCT) scan has been demonstrated to reduce lung cancer mortality. Preliminary reports suggested that up to 20% of lung cancers may be CT scan occult but detectable by autofluorescence bronchoscopy (AFB). We evaluated the prevalence of CT scan occult, invasive, and high-grade preinvasive lesions in high-risk participants undergoing screening for lung cancer. METHODS The first 1,300 participants from seven centers in the Pan-Canadian Early Detection of Lung Cancer Study who had ≥ 2% lung cancer risk over 5 years were invited to have an AFB in addition to a LDCT scan. We determined the prevalence of CT scan and AFB abnormalities and analyzed the association between selected predictor variables and preinvasive lesions plus invasive cancer. RESULTS A total of 776 endobronchial biopsies were performed in 333 of 1,300 (25.6%) participants. Dysplastic or higher-grade lesions were detected in 5.3% of the participants (n = 68; mild dysplasia: n = 36, moderate dysplasia: n = 25, severe dysplasia: n = 3, carcinoma in situ [CIS]: n = 1, and carcinoma: n = 4). Only one typical carcinoid tumor and one CIS lesion were detected by AFB alone, for a rate of CT scan occult cancer of 0.15% (95% CI, 0.0%-0.6%). Fifty-six prevalence lung cancers were detected by LDCT scan (4.3%). The only independent risk factors for finding of dysplasia or CIS on AFB were smoking duration (OR, 1.05; 95% CI, 1.02-1.07) and FEV1 percent predicted (OR, 0.99; 95% CI, 0.98-0.99). CONCLUSIONS The addition of AFB to LDCT scan in a high lung cancer risk cohort detected too few CT occult cancers (0.15%) to justify its incorporation into a lung cancer screening program. TRIAL REGISTRY ClinicalTrials.gov; No.: NCT00751660; URL: www.clinicaltrials.gov.
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Affiliation(s)
- Alain Tremblay
- Division of Respiratory Medicine, University of Calgary, Calgary, AB, Canada.
| | - Niloofar Taghizadeh
- Division of Respiratory Medicine, University of Calgary, Calgary, AB, Canada
| | | | - Paul MacEachern
- Division of Respiratory Medicine, University of Calgary, Calgary, AB, Canada
| | - David R Stather
- Division of Respiratory Medicine, University of Calgary, Calgary, AB, Canada
| | - Kam Soghrati
- Princess Margaret Cancer Centre and University Health Network, Toronto, ON, Canada
| | - Serge Puksa
- Juravinski Cancer Centre and McMaster University, Hamilton, ON, Canada
| | - John R Goffin
- Juravinski Cancer Centre and McMaster University, Hamilton, ON, Canada
| | - Kazuhiro Yasufuku
- Princess Margaret Cancer Centre and University Health Network, Toronto, ON, Canada
| | | | | | - Simon Martel
- Institut Universitaire de Cardiologie et de Pneumologie de Québec, Québec, QC, Canada
| | - Francis Laberge
- Institut Universitaire de Cardiologie et de Pneumologie de Québec, Québec, QC, Canada
| | - Michael Johnston
- Beatrice Hunter Cancer Research Institute and Dalhousie University, Halifax, NS, Canada
| | - Frances A Shepherd
- Princess Margaret Cancer Centre and University Health Network, Toronto, ON, Canada
| | | | - Stefan Urbanski
- University of Calgary & Foothills Medical Centre, Calgary, AB, Canada
| | - David Hwang
- Princess Margaret Cancer Centre and University Health Network, Toronto, ON, Canada
| | - Jean-Claude Cutz
- McMaster University and St Joseph's Healthcare, Hamilton, ON, Canada
| | | | - Christian Couture
- Institut Universitaire de Cardiologie et de Pneumologie de Québec, Québec, QC, Canada
| | - Zhaolin Xu
- Queen Elizabeth II Health Sciences Centre, Halifax, NS, Canada
| | - Tom G Sutedja
- Department of Respiratory Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | | | - Ming-Sound Tsao
- Princess Margaret Cancer Centre and University Health Network, Toronto, ON, Canada
| | - Stephen C Lam
- British Columbia Cancer Agency, Vancouver, BC, Canada
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28
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Lam S, Szabo E. Preinvasive Endobronchial Lesions: Lung Cancer Precursors and Risk Markers? Am J Respir Crit Care Med 2016; 192:1411-3. [PMID: 26669471 DOI: 10.1164/rccm.201508-1668ed] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Affiliation(s)
- Stephen Lam
- 1 British Columbia Cancer Agency Vancouver, British Columbia, Canada.,2 University of British Columbia Vancouver, British Columbia, Canada and.,3 National Cancer Institute National Institutes of Health Rockville, Maryland
| | - Eva Szabo
- 1 British Columbia Cancer Agency Vancouver, British Columbia, Canada.,2 University of British Columbia Vancouver, British Columbia, Canada and.,3 National Cancer Institute National Institutes of Health Rockville, Maryland
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29
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Rosell A, Rodríguez N, Monsó E, Taron M, Millares L, Ramírez JL, López-Lisbona R, Cubero N, Andreo F, Sanz J, Llatjós M, Llatjós R, Fernández-Figueras MT, Mate JL, Català I, Setó L, Roset M, Díez-Ferrer M, Dorca J. Aberrant gene methylation and bronchial dysplasia in high risk lung cancer patients. Lung Cancer 2016; 94:102-7. [PMID: 26973214 DOI: 10.1016/j.lungcan.2016.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Revised: 12/29/2015] [Accepted: 02/02/2016] [Indexed: 11/25/2022]
Abstract
INTRODUCTION The risk for lung cancer is incremented in high degree dysplasia (HGD) and in subjects with hypermethylation of multiple genes. We sought to establish the association between them, as well as to analyze the DNA aberrant methylation in sputum and in bronchial washings (BW). METHODS Cross sectional study of high risk patients for lung cancer in whom induced sputum and autofluorescence bronchoscopy were performed. The molecular analysis was determined on DAPK1, RASSF1A and p16 genes using Methylation-specific PCR. RESULTS A total of 128 patients were enrolled in the study. Dysplasia lesions were found in 79 patients (61.7%) and high grade dysplasia in 20 (15.6%). Ninety eight patients out of 128 underwent molecular analysis. Methylation was observed in bronchial secretions (sputum or BW) in 60 patients (61.2%), 51 of them (52%) for DAPK1, in 20 (20.4%) for p16 and in three (3.1%) for RASSF1A. Methylated genes only found in sputum accounted for 38.3% and only in BW in 41.7%, and in both 20.0%. In the 11.2% of the patients studied, HGD and a hypermethylated gene were present, while for the 55.1% of the sample only one of both was detected and for the rest of the subjects (33.6%), none of the risk factors were observed. CONCLUSIONS Our data determines DNA aberrant methylation panel in bronchial secretions is present in a 61.2% and HGD is found in 15.6%. Although both parameters have previously been identified as risk factors for lung cancer, the current study does not find a significative association between them. The study also highlights the importance of BW as a complementary sample to induced sputum when analyzing gene aberrant methylation.
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Affiliation(s)
- A Rosell
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain.
| | - N Rodríguez
- Department of Respiratory Medicine, Hospital Comarcal de l'Alt Penedès, Vilafranca, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - E Monsó
- Deparment of Respiratory Medicine, Fundació Parc Taulí, Sabadell, Barcelona, Spain; Universitat Autònoma de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - M Taron
- Laboratory of Molecular Biology, Institut Català d'Oncologia, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - L Millares
- Fundació Parc Taulí, Sabadell, Barcelona, Spain
| | - J L Ramírez
- Laboratory of Molecular Biology, Institut Català d'Oncologia, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - R López-Lisbona
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - N Cubero
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - F Andreo
- Department of Respiratory Medicine, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - J Sanz
- Department of Respiratory Medicine, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - M Llatjós
- Department of Pathology, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - R Llatjós
- Department of Pathology, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - M T Fernández-Figueras
- Department of Pathology, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain; Universitat Autònoma de Barcelona, Barcelona, Spain
| | - J L Mate
- Department of Pathology, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - I Català
- Department of Pathology, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - L Setó
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - M Roset
- IMS Health, Barcelona, Spain
| | - M Díez-Ferrer
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
| | - J Dorca
- Department of Respiratory Medicine, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; Universitat de Barcelona, Barcelona, Spain; CIBER de Enfermedades Respiratorias, CIBERES, Bunyola, Mallorca, Spain
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