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Felberg A, Bieńkowski M, Stokowy T, Myszczyński K, Polakiewicz Z, Kitowska K, Sądej R, Mohlin F, Kuźniewska A, Kowalska D, Stasiłojć G, Jongerius I, Spaapen R, Mesa-Guzman M, Montuenga LM, Blom AM, Pio R, Okrój M. Elevated expression of complement factor I in lung cancer cells associates with shorter survival-Potentially via non-canonical mechanism. Transl Res 2024; 269:1-13. [PMID: 38395390 DOI: 10.1016/j.trsl.2024.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 01/27/2024] [Accepted: 02/20/2024] [Indexed: 02/25/2024]
Abstract
While numerous membrane-bound complement inhibitors protect the body's cells from innate immunity's autoaggression, soluble inhibitors like complement factor I (FI) are rarely produced outside the liver. Previously, we reported the expression of FI in non-small cell lung cancer (NSCLC) cell lines. Now, we assessed the content of FI in cancer biopsies from lung cancer patients and associated the results with clinicopathological characteristics and clinical outcomes. Immunohistochemical staining intensity did not correlate with age, smoking status, tumor size, stage, differentiation grade, and T cell infiltrates, but was associated with progression-free survival (PFS), overall survival (OS) and disease-specific survival (DSS). Multivariate Cox analysis of low vs. high FI content revealed HR 0.55, 95 % CI 0.32-0.95, p=0.031 for PFS, HR 0.51, 95 % CI 0.25-1.02, p=0.055 for OS, and HR 0.32, 95 % CI 0.12-0.84, p=0.021 for DSS. Unfavorable prognosis might stem from the non-canonical role of FI, as the staining pattern did not correlate with C4d - the product of FI-supported degradation of active complement component C4b. To elucidate that, we engineered three human NSCLC cell lines naturally expressing FI with CRISPR/Cas9 technology, and compared the transcriptome of FI-deficient and FI-sufficient clones in each cell line. RNA sequencing revealed differentially expressed genes engaged in intracellular signaling pathways controlling proliferation, apoptosis, and responsiveness to growth factors. Moreover, in vitro colony-formation assays showed that FI-deficient cells formed smaller foci than FI-sufficient NSCLC cells, but their size increased when purified FI protein was added to the medium. We postulate that a non-canonical activity of FI influences cellular physiology and contributes to the poor prognosis of lung cancer patients.
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Affiliation(s)
- Anna Felberg
- Department of Cell Biology and Immunology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Dębinki 1 street, 80-211 Gdańsk, Poland
| | | | - Tomasz Stokowy
- Scientific Computing Group, IT Division, University of Bergen, Norway
| | - Kamil Myszczyński
- Centre of Biostatistics and Bioinformatics Analysis, Medical University of Gdańsk, Poland
| | - Zuzanna Polakiewicz
- Department of Molecular Enzymology and Oncology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Poland
| | - Kamila Kitowska
- Department of Molecular Enzymology and Oncology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Poland
| | - Rafał Sądej
- Department of Molecular Enzymology and Oncology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Poland
| | - Frida Mohlin
- Department of Translational Medicine, Lund University, Sweden
| | - Alicja Kuźniewska
- Department of Cell Biology and Immunology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Dębinki 1 street, 80-211 Gdańsk, Poland
| | - Daria Kowalska
- Department of Cell Biology and Immunology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Dębinki 1 street, 80-211 Gdańsk, Poland
| | - Grzegorz Stasiłojć
- Department of Cell Biology and Immunology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Dębinki 1 street, 80-211 Gdańsk, Poland
| | - Ilse Jongerius
- Department of Immunopathology, Sanquin Research, Amsterdam and Landsteiner Laboratory, Amsterdam University Medical Center, University of Amsterdam, The Netherlands; Emma Children's Hospital, Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Amsterdam University Medical Center, The Netherlands
| | - Robbert Spaapen
- Emma Children's Hospital, Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Amsterdam University Medical Center, The Netherlands
| | - Miguel Mesa-Guzman
- Department of Thoracic Surgery, Clinica Universidad de Navarra, Pamplona, Spain
| | - Luis M Montuenga
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain; Program in Solid Tumors, Cima Universidad de Navarra, Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain; Instituto de Investigación Sanitaria de Navarra (IdisNa), Pamplona, Spain
| | - Anna M Blom
- Department of Translational Medicine, Lund University, Sweden
| | - Ruben Pio
- Program in Solid Tumors, Cima Universidad de Navarra, Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain; Instituto de Investigación Sanitaria de Navarra (IdisNa), Pamplona, Spain; Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Marcin Okrój
- Department of Cell Biology and Immunology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Dębinki 1 street, 80-211 Gdańsk, Poland.
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Patiño-García A, Guruceaga E, Andueza MP, Ocón M, Fodop Sokoudjou JJ, de Villalonga Zornoza N, Alkorta-Aranburu G, Uria IT, Gurpide A, Camps C, Jantus-Lewintre E, Navamuel-Andueza M, Sanmamed MF, Melero I, Elgendy M, Fusco JP, Zulueta JJ, de-Torres JP, Bastarrika G, Seijo L, Pio R, Montuenga LM, Hernáez M, Ochoa I, Perez-Gracia JL. Whole exome sequencing and machine learning germline analysis of individuals presenting with extreme phenotypes of high and low risk of developing tobacco-associated lung adenocarcinoma. EBioMedicine 2024; 102:105048. [PMID: 38484556 PMCID: PMC10955643 DOI: 10.1016/j.ebiom.2024.105048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 02/15/2024] [Accepted: 02/22/2024] [Indexed: 03/24/2024] Open
Abstract
BACKGROUND Tobacco is the main risk factor for developing lung cancer. Yet, while some heavy smokers develop lung cancer at a young age, other heavy smokers never develop it, even at an advanced age, suggesting a remarkable variability in the individual susceptibility to the carcinogenic effects of tobacco. We characterized the germline profile of subjects presenting these extreme phenotypes with Whole Exome Sequencing (WES) and Machine Learning (ML). METHODS We sequenced germline DNA from heavy smokers who either developed lung adenocarcinoma at an early age (extreme cases) or who did not develop lung cancer at an advanced age (extreme controls), selected from databases including over 6600 subjects. We selected individual coding genetic variants and variant-rich genes showing a significantly different distribution between extreme cases and controls. We validated the results from our discovery cohort, in which we analysed by WES extreme cases and controls presenting similar phenotypes. We developed ML models using both cohorts. FINDINGS Mean age for extreme cases and controls was 50.7 and 79.1 years respectively, and mean tobacco consumption was 34.6 and 62.3 pack-years. We validated 16 individual variants and 33 variant-rich genes. The gene harbouring the most validated variants was HLA-A in extreme controls (4 variants in the discovery cohort, p = 3.46E-07; and 4 in the validation cohort, p = 1.67E-06). We trained ML models using as input the 16 individual variants in the discovery cohort and tested them on the validation cohort, obtaining an accuracy of 76.5% and an AUC-ROC of 83.6%. Functions of validated genes included candidate oncogenes, tumour-suppressors, DNA repair, HLA-mediated antigen presentation and regulation of proliferation, apoptosis, inflammation and immune response. INTERPRETATION Individuals presenting extreme phenotypes of high and low risk of developing tobacco-associated lung adenocarcinoma show different germline profiles. Our strategy may allow the identification of high-risk subjects and the development of new therapeutic approaches. FUNDING See a detailed list of funding bodies in the Acknowledgements section at the end of the manuscript.
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Affiliation(s)
- Ana Patiño-García
- Department of Pediatrics and Clinical Genetics, Clínica Universidad de Navarra (CUN), Cancer Center Clínica Universidad de Navarra (CCUN), Program in Solid Tumors, Center for Applied Medical Research (Cima) and Navarra Institute for Health Research (IdisNA), University of Navarra, Pamplona, Spain
| | - Elizabeth Guruceaga
- Bioinformatics Platform, Cima and IdisNA, University of Navarra, Pamplona, Spain
| | - Maria Pilar Andueza
- Department of Oncology, CUN, CCUN and IdisNA, University of Navarra, Pamplona, Spain
| | - Marimar Ocón
- Pulmonary Department, CUN, CCUN and IdisNA, University of Navarra, Pamplona, Spain
| | | | | | | | - Ibon Tamayo Uria
- Bioinformatics Platform, Cima and IdisNA, University of Navarra, Pamplona, Spain
| | - Alfonso Gurpide
- Department of Oncology, CUN, CCUN and IdisNA, University of Navarra, Pamplona, Spain
| | - Carlos Camps
- Department of Medical Oncology, Hospital General Universitario de Valencia, Unidad Mixta TRIAL (Fundación para la Investigación del Hospital General Universitario de Valencia y Centro de Investigación Príncipe Felipe) and Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Valencia, Spain
| | - Eloísa Jantus-Lewintre
- Department of Biotechnology, Universitat Politècnica de València, Unidad Mixta TRIAL (Fundación para la Investigación del Hospital General Universitario de Valencia y Centro de Investigación Príncipe Felipe) and CIBERONC, Valencia, Spain
| | | | - Miguel F Sanmamed
- Department of Oncology, CUN, Division of Immunology, Cima, CCUN, IdisNA and CIBERONC, University of Navarra, Pamplona, Spain
| | - Ignacio Melero
- Division of Immunology, Cima and Immunotherapy, CUN, CCUN, IdisNA and CIBERONC, University of Navarra, Pamplona, Spain
| | - Mohamed Elgendy
- Institute for Clinical Chemistry and Laboratory Medicine, Mildred-Scheel Early Career Center, National Center for Tumor Diseases Dresden (NCT/UCC), University Hospital and Faculty of Medicine, Medical Clinic I, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany. Laboratory of Cancer Cell Biology, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czech Republic
| | - Juan Pablo Fusco
- Department of Medical Oncology Hospital La Luz, Quirón, Madrid, Spain
| | - Javier J Zulueta
- Pulmonary, Critical Care, and Sleep Division, Mount Sinai Morningside Hospital, New York, USA
| | - Juan P de-Torres
- Pulmonary Department, CUN, CCUN and IdisNA, University of Navarra, Pamplona, Spain
| | | | - Luis Seijo
- Pulmonary Department, CUN, CCUN and Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), University of Navarra, Madrid, Spain
| | - Ruben Pio
- Program in Solid Tumors, Cima -CCUN, Department of Biochemistry and Genetics, School of Science, IdisNA and CIBERONC, University of Navarra, Pamplona, Spain
| | - Luis M Montuenga
- Program in Solid Tumors, Cima, Department of Pathology, Anatomy and Physiology, Schools of Medicine and Sciences, CCUN, IdisNA and CIBERONC, University of Navarra, Pamplona, Spain
| | - Mikel Hernáez
- Computational Biology Program, Cima, Data Science and Artificial Intelligence Institute (DATAI), CCUN, IdisNA and CIBERONC, University of Navarra, Pamplona, Spain
| | - Idoia Ochoa
- Electrical and Electronic Engineering Department, Tecnun, DATAI, University of Navarra, San Sebastian, Spain
| | - Jose Luis Perez-Gracia
- Department of Oncology, CUN, CCUN, IdisNA and CIBERONC, University of Navarra, Pamplona, Spain.
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de-Torres JP, Alcaide AB, Campo A, Zulueta JJ, Bastarrika G, Ezponda A, Mesa M, Murillo D, Rodriguez M, Del Mar Ocón M, Felgueroso C, Pueyo J, Lozano MD, Montuenga LM, Berto J, Perez-Warnisher MT, Di-Frisco IM, Seijo LM. Lung Cancer Screening in People With COPD: The Pamplona-IELCAP Experience. Arch Bronconeumol 2024; 60:95-100. [PMID: 38216404 DOI: 10.1016/j.arbres.2023.12.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 12/11/2023] [Accepted: 12/20/2023] [Indexed: 01/14/2024]
Abstract
INTRODUCTION The Global Initiative for Obstructive Lung Disease (GOLD) recommends lung cancer screening for patients with Chronic Obstructive Pulmonary Disease (COPD), but data is lacking regarding results of screening in this high-risk population. The main goal of the present work is to explore if lung cancer screening with Low Dose Chest Tomography (LDCT) in people with COPD, allows lung cancer (LC) diagnosis in early stages with survival compatible with curative state. METHODS This is a post hoc exploratory analysis. Pamplona International Early Lung Cancer Action Program (P-IELCAP) participants with a GOLD defined obstructive pattern (post bronchodilator FEV1/FVC<0.70) were selected for analysis. The characteristics of those who developed LC and their survival are described. A Cox proportional analysis explored the factors associated with LC diagnosis. RESULTS Eight hundred and sixty-five patients (77% male, 93% in spirometric GOLD stage 1+2) were followed for 102±63 months. LC prevalence was 2.6% at baseline, with an annual LC diagnosis rate of 0.68%. Early-stage tumors predominated (74%) with a median survival (25-75th percentiles) of 139 (76-185) months. Cumulative tobacco exposure, FEV1%, and emphysema were the main predictors of an LC diagnosis. Eight (11%) patients with COPD had a second LC, most of them in early stage (92%), and 6 (8%) had recurrence. Median survival (25-75th percentiles) in these patients was 168 (108-191) months. CONCLUSIONS Lung cancer screening of selected high-risk participants with COPD allowed the LC diagnosis in early stages with survival compatible with curative state.
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Affiliation(s)
- Juan P de-Torres
- Pulmonary Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain; Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain.
| | - Ana Belén Alcaide
- Pulmonary Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - Arancha Campo
- Pulmonary Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain; Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
| | - Javier J Zulueta
- Pulmonary Department, Clínica Universidad de Navarra, Pamplona, Spain; Division of Pulmonary, Critical Care and Sleep Medicine/Department of Medicine, Mount Sinai Morningside Hospital, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Gorka Bastarrika
- Radiology Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - Ana Ezponda
- Radiology Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - Miguel Mesa
- Thoracic Surgery Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - Diego Murillo
- Thoracic Surgery Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - María Rodriguez
- Thoracic Surgery Department, Clínica Universidad de Navarra, Madrid, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - María Del Mar Ocón
- Pulmonary Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - Carmen Felgueroso
- Pulmonary Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - Jesús Pueyo
- Radiology Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - María Dolores Lozano
- Pathology Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - Luis M Montuenga
- Solid Tumors Program, Center of Applied Medical Research (CIMA), Cancer Center Clinica Universidad de Navarra (CCUN), University of Navarra and IDISNA, Pamplona, Spain; CIBERONC, Madrid, Spain
| | - Juan Berto
- Pulmonary Department, Clínica Universidad de Navarra, Madrid, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - María Teresa Perez-Warnisher
- Pulmonary Department, Clínica Universidad de Navarra, Madrid, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - Isberling Madeleine Di-Frisco
- Pulmonary Department, Clínica Universidad de Navarra, Pamplona, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
| | - Luis M Seijo
- Pulmonary Department, Clínica Universidad de Navarra, Madrid, Spain; Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain; CIBERES, Madrid, Spain
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Córdoba-Lanús E, Montuenga LM, Domínguez-de-Barros A, Oliva A, Mayato D, Remírez-Sanz A, Gonzalvo F, Celli B, Zulueta JJ, Casanova C. Oxidative Damage and Telomere Length as Markers of Lung Cancer Development among Chronic Obstructive Pulmonary Disease (COPD) Smokers. Antioxidants (Basel) 2024; 13:156. [PMID: 38397754 PMCID: PMC10886051 DOI: 10.3390/antiox13020156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/18/2024] [Accepted: 01/23/2024] [Indexed: 02/25/2024] Open
Abstract
Lung cancer (LC) constitutes an important cause of death among patients with Chronic Obstructive Pulmonary Disease (COPD). Both diseases may share pathobiological mechanisms related to oxidative damage and cellular senescence. In this study, the potential value of leucocyte telomere length, a hallmark of aging, and 8-OHdG concentrations, indicative of oxidative DNA damage, as risk biomarkers of LC was evaluated in COPD patients three years prior to LC diagnosis. Relative telomere length measured using qPCR and serum levels of 8-OHdG were determined at the baseline in 99 COPD smokers (33 with LC and 66 age-matched COPD without LC as controls). Of these, 21 COPD with LC and 42 controls had the biomarkers measured 3 years before. Single nucleotide variants (SNVs) in TERT, RTEL, and NAF1 genes were also determined. COPD cases were evaluated, which showed greater telomere length (p < 0.001) and increased serum 8-OHdG levels (p = 0.004) three years prior to LC diagnosis compared to the controls. This relationship was confirmed at the time of LC diagnosis. No significant association was found between the studied SNVs in cases vs. controls. In conclusion, this preliminary study shows that longer leucocyte telomere length and increased 8-OHdG serum levels can be useful as early biomarkers of the risk for future lung cancer development among COPD patients.
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Affiliation(s)
- Elizabeth Córdoba-Lanús
- Department of Internal Medicine, Dermatology and Psychiatry, University of La Laguna, 38296 San Cristóbal de La Laguna, Spain;
- Instituto de Enfermedades Tropicales y Salud Pública de Canarias (IUETSPC), 38029 San Cristóbal de La Laguna, Spain; (A.D.-d.-B.); (A.O.)
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Luis M. Montuenga
- Department of Pathology, Anatomy and Physiology, School of Medicine and Sciences, University of Navarra, 31008 Pamplona, Spain;
- CIMA—Centro de Investigación Médica Aplicada, University of Navarra, 31008 Pamplona, Spain;
- Navarra Institute for Health Research (IdISNA), 31008 Pamplona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain
| | - Angélica Domínguez-de-Barros
- Instituto de Enfermedades Tropicales y Salud Pública de Canarias (IUETSPC), 38029 San Cristóbal de La Laguna, Spain; (A.D.-d.-B.); (A.O.)
| | - Alexis Oliva
- Instituto de Enfermedades Tropicales y Salud Pública de Canarias (IUETSPC), 38029 San Cristóbal de La Laguna, Spain; (A.D.-d.-B.); (A.O.)
- Department of Pharmaceutical Technology, University of La Laguna, 38296 San Cristóbal de La Laguna, Spain
| | - Delia Mayato
- Pulmonary Division, Research Unit, Hospital Universitario Nuestra Señora de Candelaria, 38010 Santa Cruz de Tenerife, Spain; (D.M.); (F.G.)
| | - Ana Remírez-Sanz
- CIMA—Centro de Investigación Médica Aplicada, University of Navarra, 31008 Pamplona, Spain;
| | - Francisca Gonzalvo
- Pulmonary Division, Research Unit, Hospital Universitario Nuestra Señora de Candelaria, 38010 Santa Cruz de Tenerife, Spain; (D.M.); (F.G.)
| | - Bartolomé Celli
- Pulmonary Critical Care Medicine Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA;
| | - Javier J. Zulueta
- Pulmonary, Critical Care and Sleep Medicine Division, Mount Sinai Morningside Hospital, Icahn School of Medicine, New York, NY 10025, USA;
| | - Ciro Casanova
- Department of Internal Medicine, Dermatology and Psychiatry, University of La Laguna, 38296 San Cristóbal de La Laguna, Spain;
- Pulmonary Division, Research Unit, Hospital Universitario Nuestra Señora de Candelaria, 38010 Santa Cruz de Tenerife, Spain; (D.M.); (F.G.)
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
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Kiio LK, Onyatta JO, Ndangili PM, Oloo F, Santamaria C, Montuenga LM, Mbui DN. Ultrasensitive immunosensor for multiplex detection of cancer biomarkers carcinoembryonic antigen (CEA) and yamaguchi sarcoma viral oncogene homolog 1 (YES1) based on eco-friendly synthesized gold nanoparticles. Talanta 2024; 266:124934. [PMID: 37454512 DOI: 10.1016/j.talanta.2023.124934] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 06/30/2023] [Accepted: 07/10/2023] [Indexed: 07/18/2023]
Abstract
Cancer is one of the most extensive diseases with the highest mortality rate, accounting for almost 10 million deaths in 2020. The most common cancers are breast, lung, colon and rectum and prostate cancers. Of these, lung cancer, accounted for about 1.8 million of all cancer deaths (25%) in 2020. Detection of cancer relies on presence of biomarkers such as DNA molecules, proteins and metabolites released by cancerous cells into the circulation. Carcinoembryonic antigen (CEA) is one of the biomarkers that has been used for the detection of lung cancer. However, CEA is not specific to lung cancer since it is also manifested in gastric cancer, pancreatic cancer, colorectal cancer, and breast cancer. Recently, v-YES1 Yamaguchi sarcoma viral oncogene homolog 1 (YES1) was described as a specific biomarker for lung cancer. The detection of both CEA and YES1 would give more precise and authentic information for detecting lung cancer. This is because detection of a single tumor marker usually limits the precision in tumor diagnosis, due to the fact that several cancers have more than one marker linked with their prevalence. Whereas traditional methods have been used for the detection of CEA, electrochemical immunosensors have attracted considerable attention owing to their profound advantages, including fast response, miniaturization, high selectivity, low sample requirements and magnificent sensitivity. The fabrication of a multiplex and simultaneous immunosensor is met with challenge of preparation of distinguishable immunoprobes with different redox activities. This can be addressed by incorporation of electroactive Nano metals into the sensing platform. In this study, gold nanoparticles were used for the fabrication of an ultrasensitive sandwich electrochemical multiplex immunosensor for simultaneous detection of CEA and YES1. Under optimized conditions, the electrochemical immunosensor detection limit for YES1 and CEA was found to be 0.0022 and 0.0034 ng/mL respectively within a linear range of 0.1-50 ng/mL. The proposed immunosensor proved to be stable for up to 2 weeks and had negligible cross reactivity towards various interfering compounds in human plasma. This study reports that gold nanoparticles can be bio synthesized using shade dried Mangifera indica leaves extract. The bio-synthesized gold nanoparticles coupled with thiolated protein G can be used for fabrication of a multiplex immunosensor for detection of CEA and YES1. The proposed immunosensor can provide a new approach for early diagnosis of circulating cancer biomarkers and holds great promise for application in clinical diagnosis.
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Affiliation(s)
- Lucia K Kiio
- Program in Solid Tumors, Centro de Investigación Médica Aplicada (CIMA), University of Navarra, 31008, Pamplona, Spain; Department of Chemistry, University of Nairobi, 30197-00100, Nairobi, Kenya; School of Chemistry and Material Science, The Technical University of Kenya, 52428-00200, Nairobi, Kenya.
| | - John O Onyatta
- Department of Chemistry, University of Nairobi, 30197-00100, Nairobi, Kenya.
| | - Peter M Ndangili
- School of Chemistry and Material Science, The Technical University of Kenya, 52428-00200, Nairobi, Kenya.
| | - Florence Oloo
- School of Chemistry and Material Science, The Technical University of Kenya, 52428-00200, Nairobi, Kenya.
| | - Carolina Santamaria
- BIOMA Center, Department of Chemistry, School of Sciences University of Navarra, 31008, Pamplona, Spain.
| | - Luis M Montuenga
- Program in Solid Tumors, Centro de Investigación Médica Aplicada (CIMA), University of Navarra, 31008, Pamplona, Spain; Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain; Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain; Navarra Health Research Institute (IDISNA), Pamplona, Spain.
| | - Damaris N Mbui
- Department of Chemistry, University of Nairobi, 30197-00100, Nairobi, Kenya.
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Valencia K, Montuenga LM, Calvo A. Estrogen Receptor and Immune Checkpoint Inhibitors: New Partners in Lung Cancer? Clin Cancer Res 2023; 29:3832-3834. [PMID: 37548629 DOI: 10.1158/1078-0432.ccr-23-1736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 07/18/2023] [Accepted: 07/31/2023] [Indexed: 08/08/2023]
Abstract
The influence of sex on immunotherapy response in patients with non-small cell lung cancer (NSCLC) had been studied with no clear conclusions. An article in this issue reports that a key determinant of response is not sex but the existence of a 17β-estradiol/ERα/PDL1 signaling loop in NSCLC. This intriguing result opens new therapeutic options. See related article by Anobile et al., p. 3958.
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Affiliation(s)
- Karmele Valencia
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Navarra Health Research Institute (IDISNA), Pamplona, Spain
- Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
- Cancer Center Clínica Universidad de Navarra (CCUN), Pamplona, Spain
| | - Luis M Montuenga
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Navarra Health Research Institute (IDISNA), Pamplona, Spain
- Cancer Center Clínica Universidad de Navarra (CCUN), Pamplona, Spain
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Alfonso Calvo
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Navarra Health Research Institute (IDISNA), Pamplona, Spain
- Cancer Center Clínica Universidad de Navarra (CCUN), Pamplona, Spain
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
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7
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Khodayari Moez E, Warkentin MT, Brhane Y, Lam S, Field JK, Liu G, Zulueta JJ, Valencia K, Mesa-Guzman M, Nialet AP, Atkar-Khattra S, Davies MPA, Grant B, Murison K, Montuenga LM, Amos CI, Robbins HA, Johansson M, Hung RJ. Circulating proteome for pulmonary nodule malignancy. J Natl Cancer Inst 2023; 115:1060-1070. [PMID: 37369027 PMCID: PMC10483334 DOI: 10.1093/jnci/djad122] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 05/29/2023] [Accepted: 06/22/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND Although lung cancer screening with low-dose computed tomography is rolling out in many areas of the world, differentiating indeterminate pulmonary nodules remains a major challenge. We conducted one of the first systematic investigations of circulating protein markers to differentiate malignant from benign screen-detected pulmonary nodules. METHODS Based on 4 international low-dose computed tomography screening studies, we assayed 1078 protein markers using prediagnostic blood samples from 1253 participants based on a nested case-control design. Protein markers were measured using proximity extension assays, and data were analyzed using multivariable logistic regression, random forest, and penalized regressions. Protein burden scores (PBSs) for overall nodule malignancy and imminent tumors were estimated. RESULTS We identified 36 potentially informative circulating protein markers differentiating malignant from benign nodules, representing a tightly connected biological network. Ten markers were found to be particularly relevant for imminent lung cancer diagnoses within 1 year. Increases in PBSs for overall nodule malignancy and imminent tumors by 1 standard deviation were associated with odds ratios of 2.29 (95% confidence interval: 1.95 to 2.72) and 2.81 (95% confidence interval: 2.27 to 3.54) for nodule malignancy overall and within 1 year of diagnosis, respectively. Both PBSs for overall nodule malignancy and for imminent tumors were substantially higher for those with malignant nodules than for those with benign nodules, even when limited to Lung Computed Tomography Screening Reporting and Data System (LungRADS) category 4 (P < .001). CONCLUSIONS Circulating protein markers can help differentiate malignant from benign pulmonary nodules. Validation with an independent computed tomographic screening study will be required before clinical implementation.
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Affiliation(s)
- Elham Khodayari Moez
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON, Canada
| | - Matthew T Warkentin
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Yonathan Brhane
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON, Canada
| | - Stephen Lam
- Integrative Oncology, British Columbia Cancer Agency, Vancouver, BC, Canada
| | - John K Field
- Molecular & Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
| | - Geoffrey Liu
- Computational Biology and Medicine Program, Princess Margaret Cancer Center, Toronto, ON, Canada
| | - Javier J Zulueta
- Division of Pulmonary, Critical Care and Sleep Medicine, Mount Sinai Morningside Hospital, Icahn School of Medicine, New York, NY, USA
| | - Karmele Valencia
- Center of Applied Medical Research (CIMA) and Schools of Sciences and Medicine, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Centro de Investigacion Biomedica en Red de Cancer (CIBERONC), Madrid, Spain
| | - Miguel Mesa-Guzman
- Thoracic Surgery Department, Clínica Universidad de Navarra, Pamplona, Spain
| | - Andrea Pasquier Nialet
- Center of Applied Medical Research (CIMA) and Schools of Sciences and Medicine, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Centro de Investigacion Biomedica en Red de Cancer (CIBERONC), Madrid, Spain
| | | | - Michael P A Davies
- Molecular & Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
| | - Benjamin Grant
- Computational Biology and Medicine Program, Princess Margaret Cancer Center, Toronto, ON, Canada
| | - Kiera Murison
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON, Canada
| | - Luis M Montuenga
- Center of Applied Medical Research (CIMA) and Schools of Sciences and Medicine, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Centro de Investigacion Biomedica en Red de Cancer (CIBERONC), Madrid, Spain
| | - Christopher I Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA
| | - Hilary A Robbins
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Mattias Johansson
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Rayjean J Hung
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
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8
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Robbins HA, Alcala K, Moez EK, Guida F, Thomas S, Zahed H, Warkentin MT, Smith-Byrne K, Brhane Y, Muller D, Feng X, Albanes D, Aldrich MC, Arslan AA, Bassett J, Berg CD, Cai Q, Chen C, Davies MPA, Diergaarde B, Field JK, Freedman ND, Huang WY, Johansson M, Jones M, Koh WP, Lam S, Lan Q, Langhammer A, Liao LM, Liu G, Malekzadeh R, Milne RL, Montuenga LM, Rohan T, Sesso HD, Severi G, Sheikh M, Sinha R, Shu XO, Stevens VL, Tammemägi MC, Tinker LF, Visvanathan K, Wang Y, Wang R, Weinstein SJ, White E, Wilson D, Yuan JM, Zhang X, Zheng W, Amos CI, Brennan P, Johansson M, Hung RJ. Design and methodological considerations for biomarker discovery and validation in the Integrative Analysis of Lung Cancer Etiology and Risk (INTEGRAL) Program. Ann Epidemiol 2023; 77:1-12. [PMID: 36404465 PMCID: PMC9835888 DOI: 10.1016/j.annepidem.2022.10.014] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 10/23/2022] [Accepted: 10/24/2022] [Indexed: 01/21/2023]
Abstract
The Integrative Analysis of Lung Cancer Etiology and Risk (INTEGRAL) program is an NCI-funded initiative with an objective to develop tools to optimize low-dose CT (LDCT) lung cancer screening. Here, we describe the rationale and design for the Risk Biomarker and Nodule Malignancy projects within INTEGRAL. The overarching goal of these projects is to systematically investigate circulating protein markers to include on a panel for use (i) pre-LDCT, to identify people likely to benefit from screening, and (ii) post-LDCT, to differentiate benign versus malignant nodules. To identify informative proteins, the Risk Biomarker project measured 1161 proteins in a nested-case control study within 2 prospective cohorts (n = 252 lung cancer cases and 252 controls) and replicated associations for a subset of proteins in 4 cohorts (n = 479 cases and 479 controls). Eligible participants had a current or former history of smoking and cases were diagnosed up to 3 years following blood draw. The Nodule Malignancy project measured 1078 proteins among participants with a heavy smoking history within four LDCT screening studies (n = 425 cases diagnosed up to 5 years following blood draw, 430 benign-nodule controls, and 398 nodule-free controls). The INTEGRAL panel will enable absolute quantification of 21 proteins. We will evaluate its performance in the Risk Biomarker project using a case-cohort study including 14 cohorts (n = 1696 cases and 2926 subcohort representatives), and in the Nodule Malignancy project within five LDCT screening studies (n = 675 cases, 680 benign-nodule controls, and 648 nodule-free controls). Future progress to advance lung cancer early detection biomarkers will require carefully designed validation, translational, and comparative studies.
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Affiliation(s)
- Hilary A Robbins
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France.
| | - Karine Alcala
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Elham Khodayari Moez
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada
| | - Florence Guida
- Environment and Lifestyle Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Sera Thomas
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada
| | - Hana Zahed
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Matthew T Warkentin
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | | | - Yonathan Brhane
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada
| | - David Muller
- Division of Genetic Medicine, Imperial College London School of Public Health, London, UK
| | - Xiaoshuang Feng
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Melinda C Aldrich
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Alan A Arslan
- Departments of Obstetrics and Gynecology and Population Health, New York University Grossman School of Medicine, New York, NY
| | - Julie Bassett
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia
| | | | - Qiuyin Cai
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Chu Chen
- Program in Epidemiology and the Women's Health Initiative Clinical Coordinating Center, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Michael P A Davies
- Molecular & Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
| | - Brenda Diergaarde
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA; UPMC Hillman Cancer Centre, Pittsburgh, PA
| | - John K Field
- Molecular & Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
| | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Wen-Yi Huang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Mikael Johansson
- Department of Radiation Sciences, Oncology, Umea University, Umea, Sweden
| | - Michael Jones
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, UK
| | - Woon-Puay Koh
- Healthy Longevity Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore; Singapore Institute for Clinical Sciences, Agency for Science Technology and Research (A*STAR), Singapore, Singapore
| | - Stephen Lam
- Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Qing Lan
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Arnulf Langhammer
- HUNT Research Center, Department of Public Health and Nursing, NTNU Norwegian University of Science and Technology, Levanger, Norway; Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway
| | - Linda M Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Geoffrey Liu
- Computational Biology and Medicine Program, Princess Margaret Cancer Center, Toronto, Canada
| | - Reza Malekzadeh
- Digestive Disease Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Roger L Milne
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Australia; School of Clinical Sciences at Monash Health, Monash University, Melbourne, Australia
| | - Luis M Montuenga
- Center of Applied Medical Research (CIMA) and Schools of Sciences and Medicine, University of Navarra, Pamplona, Spain; IDISNA, Pamplona, Spain; CIBERONC, Madrid, Spain
| | - Thomas Rohan
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY
| | - Howard D Sesso
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | | | - Mahdi Sheikh
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Rashmi Sinha
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Xiao-Ou Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | | | - Martin C Tammemägi
- Department of Health Sciences, Brock University, St. Cathaarines, ON, Canada; Prevention and Cancer Control, Ontario Health, Toronto, ON, Canada
| | - Lesley F Tinker
- Women's Health Initiative Clinical Coordinating Center, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Ying Wang
- American Cancer Society, Atlanta, GA
| | - Renwei Wang
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA
| | - Stephanie J Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Emily White
- Cancer Prevention Research Program, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - David Wilson
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Jian-Min Yuan
- Department of Epidemiology, Graduate Schoolf of Public Health, University of Pittsburgh, Pittsburgh, PA; UPMC Hillman Cancer Centre, Pittsburgh, PA
| | - Xuehong Zhang
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Christopher I Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX
| | - Paul Brennan
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Mattias Johansson
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France.
| | - Rayjean J Hung
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Canada.
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9
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Cuttano R, Colangelo T, Guarize J, Dama E, Cocomazzi MP, Mazzarelli F, Melocchi V, Palumbo O, Marino E, Belloni E, Montani F, Vecchi M, Barberis M, Graziano P, Pasquier A, Sanz-Ortega J, Montuenga LM, Carbonelli C, Spaggiari L, Bianchi F. miRNome profiling of lung cancer metastases revealed a key role for miRNA-PD-L1 axis in the modulation of chemotherapy response. J Hematol Oncol 2022; 15:178. [PMID: 36587234 PMCID: PMC9805174 DOI: 10.1186/s13045-022-01394-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 12/19/2022] [Indexed: 01/01/2023] Open
Abstract
Locally advanced non-small cell lung cancer (NSCLC) is frequent at diagnosis and requires multimodal treatment approaches. Neoadjuvant chemotherapy (NACT) followed by surgery is the treatment of choice for operable locally advanced NSCLC (Stage IIIA). However, the majority of patients are NACT-resistant and show persistent lymph nodal metastases (LNmets) and an adverse outcome. Therefore, the identification of mechanisms and biomarkers of NACT resistance is paramount for ameliorating the prognosis of patients with Stage IIIA NSCLC. Here, we investigated the miRNome and transcriptome of chemo-naïve LNmets collected from patients with Stage IIIA NSCLC (N = 64). We found that a microRNA signature accurately predicts NACT response. Mechanistically, we discovered a miR-455-5p/PD-L1 regulatory axis which drives chemotherapy resistance, hallmarks metastases with active IFN-γ response pathway (an inducer of PD-L1 expression), and impacts T cells viability and relative abundances in tumor microenvironment (TME). Our data provide new biomarkers to predict NACT response and add molecular insights relevant for improving the management of patients with locally advanced NSCLC.
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Affiliation(s)
- Roberto Cuttano
- grid.413503.00000 0004 1757 9135Unit of Cancer Biomarkers, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Padre Pio 7, 71013 San Giovanni Rotondo, FG Italy
| | - Tommaso Colangelo
- grid.413503.00000 0004 1757 9135Unit of Cancer Biomarkers, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Padre Pio 7, 71013 San Giovanni Rotondo, FG Italy
| | - Juliana Guarize
- grid.15667.330000 0004 1757 0843Division of Thoracic Surgery, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Elisa Dama
- grid.413503.00000 0004 1757 9135Unit of Cancer Biomarkers, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Padre Pio 7, 71013 San Giovanni Rotondo, FG Italy
| | - Maria Pia Cocomazzi
- grid.413503.00000 0004 1757 9135Unit of Cancer Biomarkers, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Padre Pio 7, 71013 San Giovanni Rotondo, FG Italy
| | - Francesco Mazzarelli
- grid.413503.00000 0004 1757 9135Unit of Cancer Biomarkers, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Padre Pio 7, 71013 San Giovanni Rotondo, FG Italy
| | - Valentina Melocchi
- grid.413503.00000 0004 1757 9135Unit of Cancer Biomarkers, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Padre Pio 7, 71013 San Giovanni Rotondo, FG Italy
| | - Orazio Palumbo
- grid.413503.00000 0004 1757 9135Division of Medical Genetics, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Cappuccini Snc, 71013 San Giovanni Rotondo, FG Italy
| | - Elena Marino
- grid.15667.330000 0004 1757 0843Clinical Genomics Unit, European Institute of Oncology, Milan, Italy
| | - Elena Belloni
- grid.15667.330000 0004 1757 0843Department of Experimental Oncology, European Institute of Oncology, Milan, Italy
| | - Francesca Montani
- grid.15667.330000 0004 1757 0843Department of Experimental Oncology, European Institute of Oncology, Milan, Italy
| | - Manuela Vecchi
- grid.15667.330000 0004 1757 0843European Institute of Oncology IRCCS, Milan, Italy ,grid.7678.e0000 0004 1757 7797IFOM, Fondazione Istituto FIRC di Oncologia Molecolare, Via Adamello 16, 20139 Milan, Italy ,grid.25786.3e0000 0004 1764 2907Present Address: Non-Coding RNAs and RNA-Based Therapeutics, Istituto Italiano Di Tecnologia, CMP3VdA, Via Lavoratori Vittime del Col du Mont 28, 11100 Aosta, Italy
| | - Massimo Barberis
- grid.15667.330000 0004 1757 0843Division of Pathology, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Paolo Graziano
- grid.413503.00000 0004 1757 9135Unit of Pathology, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Cappuccini Snc, 71013 San Giovanni Rotondo, FG Italy
| | - Andrea Pasquier
- grid.5924.a0000000419370271Solid Tumors Program, Center of Applied Medical Research (CIMA), University of Navarra and IDISNA, Pamplona, Spain
| | - Julian Sanz-Ortega
- grid.411730.00000 0001 2191 685XDepartment of Pathology, Clínica Universidad de Navarra, Madrid, Spain
| | - Luis M. Montuenga
- grid.5924.a0000000419370271Solid Tumors Program, Center of Applied Medical Research (CIMA), University of Navarra and IDISNA, Pamplona, Spain ,grid.510933.d0000 0004 8339 0058CIBERONC, Madrid, Spain
| | - Cristiano Carbonelli
- grid.413503.00000 0004 1757 9135Pneumology Unit, Department of Medical Sciences, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, FG Italy
| | - Lorenzo Spaggiari
- grid.15667.330000 0004 1757 0843Division of Thoracic Surgery, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy ,grid.4708.b0000 0004 1757 2822Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Fabrizio Bianchi
- grid.413503.00000 0004 1757 9135Unit of Cancer Biomarkers, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Padre Pio 7, 71013 San Giovanni Rotondo, FG Italy
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10
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Valencia K, Echepare M, Teijeira Á, Pasquier A, Bértolo C, Sainz C, Tamayo I, Picabea B, Bosco G, Thomas R, Agorreta J, López-Picazo JM, Frigola J, Amat R, Calvo A, Felip E, Melero I, Montuenga LM. DSTYK inhibition increases the sensitivity of lung cancer cells to T cell-mediated cytotoxicity. J Exp Med 2022; 219:213507. [PMID: 36169652 PMCID: PMC9524203 DOI: 10.1084/jem.20220726] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 07/22/2022] [Accepted: 08/29/2022] [Indexed: 12/13/2022] Open
Abstract
Lung cancer remains the leading cause of cancer-related death worldwide. We identify DSTYK, a dual serine/threonine and tyrosine non-receptor protein kinase, as a novel actionable target altered in non-small cell lung cancer (NSCLC). We also show DSTYK's association with a lower overall survival (OS) and poorer progression-free survival (PFS) in multiple patient cohorts. Abrogation of DSTYK in lung cancer experimental systems prevents mTOR-dependent cytoprotective autophagy, impairs lysosomal biogenesis and maturation, and induces accumulation of autophagosomes. Moreover, DSTYK inhibition severely affects mitochondrial fitness. We demonstrate in vivo that inhibition of DSTYK sensitizes lung cancer cells to TNF-α-mediated CD8+-killing and immune-resistant lung tumors to anti-PD-1 treatment. Finally, in a series of lung cancer patients, DSTYK copy number gain predicts lack of response to the immunotherapy. In summary, we have uncovered DSTYK as new therapeutic target in lung cancer. Prioritization of this novel target for drug development and clinical testing may expand the percentage of NSCLC patients benefiting from immune-based treatments.
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Affiliation(s)
- Karmele Valencia
- Program in Solid Tumors, Center for Applied Medical Research (CIMA)-University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Mirari Echepare
- Program in Solid Tumors, Center for Applied Medical Research (CIMA)-University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Álvaro Teijeira
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Program of Immunology and Immunotherapy, CIMA-University of Navarra, Pamplona, Spain
| | - Andrea Pasquier
- Program in Solid Tumors, Center for Applied Medical Research (CIMA)-University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Cristina Bértolo
- Program in Solid Tumors, Center for Applied Medical Research (CIMA)-University of Navarra, Pamplona, Spain
| | - Cristina Sainz
- Program in Solid Tumors, Center for Applied Medical Research (CIMA)-University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Ibon Tamayo
- Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Computational Biology program, CIMA-University of Navarra, Pamplona, Spain
| | - Beñat Picabea
- Program in Solid Tumors, Center for Applied Medical Research (CIMA)-University of Navarra, Pamplona, Spain
| | - Graziella Bosco
- Department of Translational Genomics, Medical Faculty, University of Cologne, Cologne, Germany
| | - Roman Thomas
- Department of Translational Genomics, Medical Faculty, University of Cologne, Cologne, Germany.,Department of Pathology, University Hospital Cologne, Cologne, Germany.,German Cancer Research Center, German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Jackeline Agorreta
- Program in Solid Tumors, Center for Applied Medical Research (CIMA)-University of Navarra, Pamplona, Spain.,Department of Health Sciences, Biochemistry Area, Public University of Navarra, Pamplona, Spain
| | | | - Joan Frigola
- Thoracic Cancers Translational Genomics Unit, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Ramon Amat
- Thoracic Cancers Translational Genomics Unit, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Alfonso Calvo
- Program in Solid Tumors, Center for Applied Medical Research (CIMA)-University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Enriqueta Felip
- Thoracic Cancers Translational Genomics Unit, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.,Oncology Department, Hospital Universitari Vall d'Hebron and Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Ignacio Melero
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Department of Oncology, Clinica Universidad de Navarra, Pamplona, Spain
| | - Luis M Montuenga
- Program in Solid Tumors, Center for Applied Medical Research (CIMA)-University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
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11
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Huang M, Xiong D, Pan J, Zhang Q, Sei S, Shoemaker RH, Lubet RA, Montuenga LM, Wang Y, Slusher BS, You M. Targeting Glutamine Metabolism to Enhance Immunoprevention of EGFR-Driven Lung Cancer. Adv Sci (Weinh) 2022; 9:e2105885. [PMID: 35861366 PMCID: PMC9475521 DOI: 10.1002/advs.202105885] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 06/08/2022] [Indexed: 06/15/2023]
Abstract
Lung cancer is the leading cause of cancer death worldwide. Vaccination against EGFR can be one of the venues to prevent lung cancer. Blocking glutamine metabolism has been shown to improve anticancer immunity. Here, the authors report that JHU083, an orally active glutamine antagonist prodrug designed to be preferentially activated in the tumor microenvironment, has potent anticancer effects on EGFR-driven mouse lung tumorigenesis. Lung tumor development is significantly suppressed when treatment with JHU083 is combined with an EGFR peptide vaccine (EVax) than either single treatment. Flow cytometry and single-cell RNA sequencing of the lung tumors reveal that JHU083 increases CD8+ T cell and CD4+ Th1 cell infiltration, while EVax elicits robust Th1 cell-mediated immune responses and protects mice against EGFRL858R mutation-driven lung tumorigenesis. JHU083 treatment decreases immune suppressive cells, including both monocytic- and granulocytic-myeloid-derived suppressor cells, regulatory T cells, and pro-tumor CD4+ Th17 cells in mouse models. Interestingly, Th1 cells are found to robustly upregulate oxidative metabolism and adopt a highly activated and memory-like phenotype upon glutamine inhibition. These results suggest that JHU083 is highly effective against EGFR-driven lung tumorigenesis and promotes an adaptive T cell-mediated tumor-specific immune response that enhances the efficacy of EVax.
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Affiliation(s)
- Mofei Huang
- Center for Cancer PreventionHouston Methodist Cancer CenterHouston Methodist Research InstituteHoustonTX77030USA
| | - Donghai Xiong
- Center for Cancer PreventionHouston Methodist Cancer CenterHouston Methodist Research InstituteHoustonTX77030USA
| | - Jing Pan
- Center for Cancer PreventionHouston Methodist Cancer CenterHouston Methodist Research InstituteHoustonTX77030USA
| | - Qi Zhang
- Center for Cancer PreventionHouston Methodist Cancer CenterHouston Methodist Research InstituteHoustonTX77030USA
| | - Shizuko Sei
- Chemopreventive Agent Development Research GroupDivision of Cancer PreventionNational Cancer InstituteBethesdaMD20850USA
| | - Robert H. Shoemaker
- Chemopreventive Agent Development Research GroupDivision of Cancer PreventionNational Cancer InstituteBethesdaMD20850USA
| | - Ronald A. Lubet
- Chemopreventive Agent Development Research GroupDivision of Cancer PreventionNational Cancer InstituteBethesdaMD20850USA
| | - Luis M. Montuenga
- Program in Solid Tumors and BiomarkersCenter for Applied Medical Research (CIMA)University of NavarraPamplona31009Spain
- Department of Histology and PathologyUniversity of NavarraPamplona31009Spain
- Respiratory Tract Tumors GroupIdisnaPamplona31000Spain
- Respiratory Tract Tumors ProgramCIBERONCMadrid28013Spain
| | - Yian Wang
- Center for Cancer PreventionHouston Methodist Cancer CenterHouston Methodist Research InstituteHoustonTX77030USA
| | - Barbara S. Slusher
- Johns Hopkins Drug DiscoveryJohns Hopkins University School of MedicineBaltimoreMD21205USA
- Department of NeurologyJohns Hopkins University School of MedicineBaltimoreMD2128USA
| | - Ming You
- Center for Cancer PreventionHouston Methodist Cancer CenterHouston Methodist Research InstituteHoustonTX77030USA
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12
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Redin E, Garrido-Martin EM, Valencia K, Redrado M, Solorzano JL, Carias R, Echepare M, Exposito F, Serrano D, Ferrer I, Nunez-Buiza A, Garmendia I, García-Pedrero JM, Gurpide A, Paz-Ares L, Politi K, Montuenga LM, Calvo A. YES1 is a druggable oncogenic target in Small Cell Lung Cancer. J Thorac Oncol 2022; 17:1387-1403. [PMID: 35988891 DOI: 10.1016/j.jtho.2022.08.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 07/27/2022] [Accepted: 08/04/2022] [Indexed: 11/29/2022]
Abstract
RATIONALE Small cell lung cancer (SCLC) is an extremely aggressive subtype of lung cancer without approved targeted therapies. Here we identified YES1 as a novel targetable oncogene driving SCLC maintenance and metastasis. OBJECTIVES To investigate the role of YES1 in SCLC prognosis and evaluate its inhibition as a new therapeutic strategy. METHODS Association between YES1 levels and prognosis was evaluated in SCLC clinical samples. In vitro functional experiments for proliferation, apoptosis, cell cycle and cytotoxicity were performed. Genetic and pharmacological inhibition of YES1 was evaluated in vivo in cell-/patient-derived xenografts (PDXs) and in metastasis. YES1 levels were evaluated in mouse and patients' plasma-derived exosomes MEASUREMENTS AND MAIN RESULTS: Overexpression or gain/amplification of YES1 was identified in 31% and 26% of cases, respectively, across molecular subgroups, and was found as an independent predictor of poor prognosis. Genetic depletion of YES1 dramatically reduced cell proliferation, 3D organoid formation, tumor growth and distant metastasis, leading to extensive apoptosis and tumor regressions. Mechanistically, YES1-inhibited cells showed alterations in the replisome and DNA repair processes, that conferred sensitivity to irradiation. Pharmacological blockade with the novel YES1 inhibitor CH6953755 or Dasatinib induced significant anti-tumor activity in organoid models and cell-/patient-derived xenografts. YES1 protein was detected in plasma exosomes from patients and mouse models, with levels matching those of tumors, suggesting that circulating YES1 could represent a biomarker for patient selection/monitoring. CONCLUSIONS Our results provide evidence that YES1 is a new druggable oncogenic target and biomarker to advance the clinical management of a subpopulation of SCLC patients.
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Affiliation(s)
- Esther Redin
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain; CIBERONC, ISCIII, Madrid, Spain; IDISNA; Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Eva M Garrido-Martin
- CIBERONC, ISCIII, Madrid, Spain; Cell Biology, Research and Development, Oncology Business Unit, PharmaMar, Madrid, Spain; Hospital 12 de Octubre-CNIO Lung Cancer Clinical Research Unit, CNIO, Madrid, Spain
| | - Karmele Valencia
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain; CIBERONC, ISCIII, Madrid, Spain; IDISNA
| | - Miriam Redrado
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain; IDISNA
| | - Jose Luis Solorzano
- Anatomic Pathology and Molecular Diagnostics, MD Anderson Cancer Center Madrid, Spain; Hospital 12 de Octubre-CNIO Lung Cancer Clinical Research Unit, CNIO, Madrid, Spain
| | - Rafael Carias
- Anatomic Pathology Unit, Fundacion Jimenez Diaz, Madrid, Spain
| | - Mirari Echepare
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain; IDISNA; Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Francisco Exposito
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain; CIBERONC, ISCIII, Madrid, Spain; IDISNA; Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Diego Serrano
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain; IDISNA; Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Irene Ferrer
- CIBERONC, ISCIII, Madrid, Spain; Hospital 12 de Octubre-CNIO Lung Cancer Clinical Research Unit, CNIO, Madrid, Spain
| | - Angel Nunez-Buiza
- Hospital 12 de Octubre-CNIO Lung Cancer Clinical Research Unit, CNIO, Madrid, Spain
| | - Irati Garmendia
- Centre de Recherche des Cordeliers, Inserm, Inflammation, complement and cancer group, Paris, France
| | - Juana M García-Pedrero
- CIBERONC, ISCIII, Madrid, Spain; Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, Oviedo, Spain
| | - Alfonso Gurpide
- Department of Oncology, Clinica Universidad de Navarra, Pamplona, Spain
| | - Luis Paz-Ares
- CIBERONC, ISCIII, Madrid, Spain; Hospital 12 de Octubre-CNIO Lung Cancer Clinical Research Unit, CNIO, Madrid, Spain
| | - Katerina Politi
- Yale Cancer Center, New Haven; Department of Pathology, Yale School of Medicine, New Haven; Department of Medicine (Section of Medical Oncology), Yale School of Medicine, New Haven, USA
| | - Luis M Montuenga
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain; CIBERONC, ISCIII, Madrid, Spain; IDISNA; Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Alfonso Calvo
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain; CIBERONC, ISCIII, Madrid, Spain; IDISNA; Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.
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13
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Moutafi MK, Molero M, Martinez Morilla S, Baena J, Vathiotis IA, Gavrielatou N, Castro-Labrador L, de Garibay GR, Adradas V, Orive D, Valencia K, Calvo A, Montuenga LM, Ponce Aix S, Schalper KA, Herbst RS, Paz-Ares L, Rimm DL, Zugazagoitia J. Spatially resolved proteomic profiling identifies tumor cell CD44 as a biomarker associated with sensitivity to PD-1 axis blockade in advanced non-small-cell lung cancer. J Immunother Cancer 2022; 10:jitc-2022-004757. [PMID: 36002182 PMCID: PMC9413286 DOI: 10.1136/jitc-2022-004757] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/17/2022] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Most patients with advanced non-small-cell lung cancer (NSCLC) fail to derive significant benefit from programmed cell death protein-1 (PD-1) axis blockade, and new biomarkers of response are needed. In this study, we aimed to discover and validate spatially resolved protein markers associated with sensitivity to PD-1 axis inhibition in NSCLC. METHODS We initially assessed a discovery cohort of 56 patients with NSCLC treated with PD-1 axis inhibitors at Yale Cancer Center. Using the GeoMx Digital Spatial Profiling (DSP) system, 71 proteins were measured in spatial context on each spot in a tissue microarray. We used the AQUA method of quantitative immunofluorescence (QIF) to orthogonally validate candidate biomarkers. For external independent validation, we assessed whole tissue sections derived from 128 patients with NSCLC treated with single-agent PD-1 axis inhibitors at the 12 de Octubre Hospital (Madrid) using DSP. We further analyzed two immunotherapy untreated cohorts to address prognostic significance (n=252 from Yale Cancer Center; n=124 from University Clinic of Navarra) using QIF and DSP, respectively. RESULTS Using continuous log-scaled data, we identified CD44 expression in the tumor compartment (pan-cytokeratin (CK)+) as a novel predictor of prolonged progression-free survival (PFS) (multivariate HR=0.68, p=0.043) in the discovery set. We validated by QIF that tumor CD44 levels assessed as continuous QIF scores were associated with longer PFS (multivariate HR=0.31, p=0.022) and overall survival (multivariate HR=0.29, p=0.038). Using DSP in an independent immunotherapy treated cohort, we validated that CD44 levels in the tumor compartment, but not in the immune compartment (panCK-/CD45+), were associated with clinical benefit (OR=1.22, p=0.018) and extended PFS under PD-1 axis inhibition using the highest tertile cutpoint (multivariate HR=0.62, p=0.03). The effect of tumor cell CD44 in predicting PFS remained significant after correcting for programmed death-ligand 1 (PD-L1) Tumor Proportion Score (TPS) in both cohorts. High tumor cell CD44 was not prognostic in the absence of immunotherapy. Using DSP data, intratumoral regions with elevated tumor cell CD44 expression showed prominent (fold change>1.5, adjusted p<0.05) upregulation of PD-L1, TIM-3, ICOS, and CD40 in two independent cohorts. CONCLUSIONS This work highlights CD44 as a novel indicative biomarker of sensitivity to PD-1 axis blockade that might help to improve immunotherapy strategies for NSCLC.
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Affiliation(s)
- Myrto K Moutafi
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Magdalena Molero
- Tumor Microenvironment and Immunotherapy Research Group, 12 de Octubre Research Institute (i+12), Madrid, Spain
- H12O-CNIO Lung Cancer Clinical Research Unit, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | | | - Javier Baena
- Tumor Microenvironment and Immunotherapy Research Group, 12 de Octubre Research Institute (i+12), Madrid, Spain
- Department of Medical Oncology, 12 de Octubre Hospital, Madrid, Spain
| | - Ioannis A Vathiotis
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Niki Gavrielatou
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Laura Castro-Labrador
- Tumor Microenvironment and Immunotherapy Research Group, 12 de Octubre Research Institute (i+12), Madrid, Spain
| | - Gorka Ruiz de Garibay
- Tumor Microenvironment and Immunotherapy Research Group, 12 de Octubre Research Institute (i+12), Madrid, Spain
- H12O-CNIO Lung Cancer Clinical Research Unit, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Vera Adradas
- Tumor Microenvironment and Immunotherapy Research Group, 12 de Octubre Research Institute (i+12), Madrid, Spain
| | - Daniel Orive
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain
- Department of Pathology, University of Navarra, Pamplona, Spain
| | - Karmele Valencia
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain
- Spanish Center for Biomedical Research Network in Oncology, CIBERONC, Madrid, Spain
- Health Research Institute of Navarra, IdiSNA, Pamplona, Spain
| | - Alfonso Calvo
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain
- Department of Pathology, University of Navarra, Pamplona, Spain
- Spanish Center for Biomedical Research Network in Oncology, CIBERONC, Madrid, Spain
- Health Research Institute of Navarra, IdiSNA, Pamplona, Spain
| | - Luis M Montuenga
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain
- Department of Pathology, University of Navarra, Pamplona, Spain
- Spanish Center for Biomedical Research Network in Oncology, CIBERONC, Madrid, Spain
- Health Research Institute of Navarra, IdiSNA, Pamplona, Spain
| | - S Ponce Aix
- Tumor Microenvironment and Immunotherapy Research Group, 12 de Octubre Research Institute (i+12), Madrid, Spain
- H12O-CNIO Lung Cancer Clinical Research Unit, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Spanish National Cancer Research Center (CNIO), Madrid, Spain
- Department of Medical Oncology, 12 de Octubre Hospital, Madrid, Spain
- Spanish Center for Biomedical Research Network in Oncology, CIBERONC, Madrid, Spain
| | - Kurt A Schalper
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA
- Department of Medicine (Oncology), Yale University School of Medicine, New Haven, Connecticut, USA
| | - Roy S Herbst
- Department of Medicine (Oncology), Yale University School of Medicine, New Haven, Connecticut, USA
| | - Luis Paz-Ares
- Tumor Microenvironment and Immunotherapy Research Group, 12 de Octubre Research Institute (i+12), Madrid, Spain
- H12O-CNIO Lung Cancer Clinical Research Unit, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Spanish National Cancer Research Center (CNIO), Madrid, Spain
- Department of Medical Oncology, 12 de Octubre Hospital, Madrid, Spain
- Spanish Center for Biomedical Research Network in Oncology, CIBERONC, Madrid, Spain
- Department of Medicine, Complutense University, Madrid, Spain
| | - David L Rimm
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA
- Department of Medicine (Oncology), Yale University School of Medicine, New Haven, Connecticut, USA
| | - Jon Zugazagoitia
- Tumor Microenvironment and Immunotherapy Research Group, 12 de Octubre Research Institute (i+12), Madrid, Spain
- H12O-CNIO Lung Cancer Clinical Research Unit, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Spanish National Cancer Research Center (CNIO), Madrid, Spain
- Department of Medical Oncology, 12 de Octubre Hospital, Madrid, Spain
- Spanish Center for Biomedical Research Network in Oncology, CIBERONC, Madrid, Spain
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14
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Garmendia I, Redin E, Montuenga LM, Calvo A. YES1: a novel therapeutic target and biomarker in cancer. Mol Cancer Ther 2022; 21:1371-1380. [PMID: 35732509 DOI: 10.1158/1535-7163.mct-21-0958] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 05/09/2022] [Accepted: 06/13/2022] [Indexed: 11/16/2022]
Abstract
YES1 is a non-receptor tyrosine kinase that belongs to the SRC family of kinases (SFKs) and controls multiple cancer signaling pathways. YES1 is amplified and overexpressed in many tumor types, where it promotes cell proliferation, survival and invasiveness. Therefore, YES1 has been proposed as an emerging target in solid tumors. In addition, studies have shown that YES1 is a prognostic biomarker and a predictor of dasatinib activity. Several SFKs-targeting drugs have been developed and some of them have reached clinical trials. However, these drugs have encountered challenges to their utilization in the clinical practice in unselected patients due to toxicity and lack of efficacy. In the case of YES1, novel specific inhibitors have been developed and tested in preclinical models, with impressive antitumor effects. In this review, we summarize the structure and activation of YES1 and describe its role in cancer as a target and prognostic and companion biomarker. We also address the efficacy of SFKs inhibitors that are currently in clinical trials, highlighting the main hindrances for their clinical use. Current available information strongly suggests that inhibiting YES1 in tumors with high expression of this protein is a promising strategy against cancer.
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Affiliation(s)
- Irati Garmendia
- INSERM UMRS1138. Centre de Recherche des Cordeliers, Paris, France
| | | | - Luis M Montuenga
- CIMA and Clinica Universidad de Navarra, Pamplona, Navarra, Spain
| | - Alfonso Calvo
- Center for Applied Medical Research (CIMA), Pamplona, Spain
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15
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Moutafi M, Molero M, Martinez-Morilla S, Baena J, Vathiotis I, Gavrielatou N, Castro L, Ruiz de Garibay G, Adradas V, Orive D, Valencia K, Galvo A, Montuenga LM, Ponce S, Schalper K, Paz-Ares L, Rimm DL, Zugazagoitia J. Abstract 2028: Spatially resolved proteomic profiling identifies tumor cell CD44 as a novel indicative biomarker of sensitivity to PD-1 axis blockade in advanced non-small cell lung cancer (NSCLC). Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-2028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Most patients with advanced NSCLC fail to develop durable responses from PD-1 axis blockade, and more robust predictive biomarkers are needed. In this study, we aimed to discover and validate spatially resolved protein markers associated with sensitivity to PD-1 axis inhibition across multiple NSCLC cohorts.
Methods: We first used the GeoMx Digital Spatial Profiling (DSP) system in a discovery cohort of 56 NSCLC patients treated with PD-1 axis inhibitors at Yale (USA). Pre-treatment tumors were represented in a tissue microarray (YTMA471) and analyzed using a 71-plex primary antibody panel. Proteins were measured from three molecularly defined tissue compartments: tumor (CK+), leukocytes (CD45+/CD68-), and macrophages (CD68+). We used quantitative immunofluorescence (QIF) to orthogonally validate candidate biomarkers. For external validation of identified predictors, we assessed pre-treatment whole tissue sections from a cohort of 128 NSCLC patients treated with single-agent PD-1 axis inhibitors at the Hospital 12 de Octubre (Madrid, Spain) using DSP (39-plex protein panel, measured from CK+ and CD45+ compartments). In addition, we analyzed two immunotherapy untreated cohorts to address prognostic significance: YTMA423 (Yale, USA; n = 252) and CIMA-CUN (UNAV, Spain; n = 124), using QIF and DSP respectively.
Results: Using continuous log-scaled data, we found 5 markers independently associated with progression-free survival (PFS) in the tumor compartment (including PD-L1, p = 0.002). Among the novel candidate predictors, tumor cell CD44, a marker of pluripotency and stemness, was associated with longer PFS (multivariate HR = 0.63, p= 0.002). Using QIF, we orthogonally validated that CD44 expression in the tumor compartment was associated with longer PFS (p <0.001) and overall survival (OS) (p = 0.03). In the external validation cohort, CD44 expressed in the tumor compartment, but not in the immune compartment, was predictive of clinical benefit (OR 1.22, p = 0.018), and was significantly associated with longer PFS (first tertile cutpoint: HR 0.62, p = 0.03). In contrast, high CD44 expression was not associated with survival in the two untreated cohorts. Using DSP data from two cohorts, regions of interest with elevated expression of CD44 in tumor cells consistently showed prominent (Fold Change>1.5, p<0.05) upregulation of TIM-3, and PD-L1 and multiple co-stimulatory molecules (including CD40, ICOS, CD27).
Conclusion: This work highlights CD44 as a novel indicative biomarker of sensitivity to PD-1 axis blockade in NSCLC. NSCLCs with high CD44 expression in epithelial cells may be associated with an immune contexture primed for higher response to immune checkpoint blockade. Further studies are needed to understand the interplay between CD44+ cancer stem cell phenotype and mechanisms of immune evasion.
Citation Format: Myrto Moutafi, Magdalena Molero, Sandra Martinez-Morilla, Javier Baena, Ioannis Vathiotis, Niki Gavrielatou, Laura Castro, Gorka Ruiz de Garibay, Vera Adradas, Daniel Orive, Karmele Valencia, Alfonso Galvo, Luis M. Montuenga, Santiago Ponce, Kurt Schalper, Luis Paz-Ares, David L. Rimm, Jon Zugazagoitia. Spatially resolved proteomic profiling identifies tumor cell CD44 as a novel indicative biomarker of sensitivity to PD-1 axis blockade in advanced non-small cell lung cancer (NSCLC) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 2028.
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16
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Valencia K, Echepare M, Pasquier A, Teijeira A, Bertolo C, Sainz C, Bosco G, Thomas RK, Agorreta J, Lopez-Picazo JM, Frigola J, Amat R, Calvo A, Felip E, Montuenga LM. Abstract 3989: DSTYK inhibition sensitizes lung cancer cells to immunotherapy by collapsing cytoprotective autophagy and destroying mitochondrial wellness. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Lung cancer is the leading cause of cancer-related death worldwide. The incidence and mortality associated to lung cancer is a major challenge of the Public Health Policy in advanced societies. Although the great effort has been done in NSCLC therapeutic strategies, there are still many NSCLC patients who cannot benefit either from molecular targeted or immune related therapies. Here, we identified DSTYK, a dual serine/threonine and tyrosine non-receptor protein kinase, as a novel candidate with a crucial role in NSCLC. According to data obtained from the TCGA, genomic alterations (mainly copy number alterations and mutations) of DSTYK are present in 40% of lung cancer patients, from which 4.7% LUAD and 3.4% LUSC correspond to copy number (CN) amplification (more than 3 genomic copies). Besides, DSTYK amplification is found to be a poor prognostic factor in lung cancer patients. Accordingly, high expression of DSTYK predicted both, a lower overall survival (OS) and poorer progression free survival (PFS). We next depleted DSTYK expression in both murine and human NSCLC cell lines. DSTYK abrogation prevented cytoprotective autophagy via mTOR regulation, accumulating LC3 and p-P62. In addition, DSTYK inhibition impaired lysosomal biogenesis and maturation, which contributed to dysfunctional autophagy. Furthermore, DSTYK depleted cells showed increased ROS levels caused by depolarized and damaged mitochondria. All together, these results demonstrate that knockdown of DSTYK promoted a dramatic reduction of mitophagy.As it has been shown that autophagy in cancer cells can limit antitumor immunity, we evaluated the role of immune-mediated tumor cell killing in an altered DSTYK context. We found that inhibition of DSTYK sensitized lung cancer cells to T cell–mediated cytotoxicity, via TNF-ɑ. More importantly, immunocompetent mouse models transplanted with DSTYK-inhibited tumors were sensitized to ɑnti-PD1 treatment.Finally, in a cohort of NSCLC patients that underwent immunotherapy (n=40), DSTYK amplification predicted resistance to the treatment, showing poorer PFS rates. The time to progression for DSTYK amplified patients was on average, around 50% faster than that for non-DSTYK altered patients, diminishing from 232 to 114 months.In conclusion, our results support that DSTYK is a new target and that its inhibition could be the base of new therapies, which could benefit a subgroup of NSCLC patients showing genetic amplification, both at early (adjuvant) or late (single or combined treatment) stages of the disease.
Citation Format: Karmele Valencia, Mirari Echepare, Andrea Pasquier, Alvaro Teijeira, Cristina Bertolo, Cristina Sainz, Graziella Bosco, Roman K. Thomas, Jackeline Agorreta, Jose Maria Lopez-Picazo, Joan Frigola, Ramon Amat, Alfonso Calvo, Enriqueta Felip, Luis M. Montuenga. DSTYK inhibition sensitizes lung cancer cells to immunotherapy by collapsing cytoprotective autophagy and destroying mitochondrial wellness [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3989.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Joan Frigola
- 4Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Ramon Amat
- 4Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | - Enriqueta Felip
- 4Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
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17
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Herrera-Campos AB, Zamudio-Martinez E, Delgado-Bellido D, Fernández-Cortés M, Montuenga LM, Oliver FJ, Garcia-Diaz A. Implications of Hyperoxia over the Tumor Microenvironment: An Overview Highlighting the Importance of the Immune System. Cancers (Basel) 2022; 14:2740. [PMID: 35681719 PMCID: PMC9179641 DOI: 10.3390/cancers14112740] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 05/26/2022] [Accepted: 05/30/2022] [Indexed: 02/04/2023] Open
Abstract
Hyperoxia is used in order to counteract hypoxia effects in the TME (tumor microenvironment), which are described to boost the malignant tumor phenotype and poor prognosis. The reduction of tumor hypoxic state through the formation of a non-aberrant vasculature or an increase in the toxicity of the therapeutic agent improves the efficacy of therapies such as chemotherapy. Radiotherapy efficacy has also improved, where apoptotic mechanisms seem to be implicated. Moreover, hyperoxia increases the antitumor immunity through diverse pathways, leading to an immunopermissive TME. Although hyperoxia is an approved treatment for preventing and treating hypoxemia, it has harmful side-effects. Prolonged exposure to high oxygen levels may cause acute lung injury, characterized by an exacerbated immune response, and the destruction of the alveolar-capillary barrier. Furthermore, under this situation, the high concentration of ROS may cause toxicity that will lead not only to cell death but also to an increase in chemoattractant and proinflammatory cytokine secretion. This would end in a lung leukocyte recruitment and, therefore, lung damage. Moreover, unregulated inflammation causes different consequences promoting tumor development and metastasis. This process is known as protumor inflammation, where different cell types and molecules are implicated; for instance, IL-1β has been described as a key cytokine. Although current results show benefits over cancer therapies using hyperoxia, further studies need to be conducted, not only to improve tumor regression, but also to prevent its collateral damage.
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Affiliation(s)
- Ana Belén Herrera-Campos
- Instituto de Parasitología y Biomedicina López Neyra, CSIC, 18016 Granada, Spain; (A.B.H.-C.); (E.Z.-M.); (D.D.-B.); (M.F.-C.)
| | - Esteban Zamudio-Martinez
- Instituto de Parasitología y Biomedicina López Neyra, CSIC, 18016 Granada, Spain; (A.B.H.-C.); (E.Z.-M.); (D.D.-B.); (M.F.-C.)
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain;
| | - Daniel Delgado-Bellido
- Instituto de Parasitología y Biomedicina López Neyra, CSIC, 18016 Granada, Spain; (A.B.H.-C.); (E.Z.-M.); (D.D.-B.); (M.F.-C.)
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain;
| | - Mónica Fernández-Cortés
- Instituto de Parasitología y Biomedicina López Neyra, CSIC, 18016 Granada, Spain; (A.B.H.-C.); (E.Z.-M.); (D.D.-B.); (M.F.-C.)
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain;
| | - Luis M. Montuenga
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain;
- Program in Solid Tumors, CIMA-University of Navarra, 31008 Pamplona, Spain
- Navarra Health Research Institute (IDISNA), 31008 Pamplona, Spain
| | - F. Javier Oliver
- Instituto de Parasitología y Biomedicina López Neyra, CSIC, 18016 Granada, Spain; (A.B.H.-C.); (E.Z.-M.); (D.D.-B.); (M.F.-C.)
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain;
| | - Angel Garcia-Diaz
- Instituto de Parasitología y Biomedicina López Neyra, CSIC, 18016 Granada, Spain; (A.B.H.-C.); (E.Z.-M.); (D.D.-B.); (M.F.-C.)
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain;
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18
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Ortiz-Espinosa S, Morales X, Senent Y, Alignani D, Tavira B, Macaya I, Ruiz B, Moreno H, Remírez A, Sainz C, Rodriguez-Pena A, Oyarbide A, Ariz M, Andueza MP, Valencia K, Teijeira A, Hoehlig K, Vater A, Rolfe B, Woodruff TM, Lopez-Picazo JM, Vicent S, Kochan G, Escors D, Gil-Bazo I, Perez-Gracia JL, Montuenga LM, Lambris JD, Ortiz de Solorzano C, Lecanda F, Ajona D, Pio R. Complement C5a induces the formation of neutrophil extracellular traps by myeloid-derived suppressor cells to promote metastasis. Cancer Lett 2021; 529:70-84. [PMID: 34971753 DOI: 10.1016/j.canlet.2021.12.027] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 12/22/2021] [Accepted: 12/24/2021] [Indexed: 02/06/2023]
Abstract
Myeloid-derived suppressor cells (MDSCs) play a major role in cancer progression. In this study, we investigated the mechanisms by which complement C5a increases the capacity of polymorphonuclear MDSCs (PMN-MDSCs) to promote tumor growth and metastatic spread. Stimulation of PMN-MDSCs with C5a favored the invasion of cancer cells via a process dependent on the formation of neutrophil extracellular traps (NETs). NETosis was dependent on the production of high mobility group box 1 (HMGB1) by cancer cells. Moreover, C5a induced the surface expression of the HMGB1 receptors TLR4 and RAGE in PMN-MDSCs. In a mouse lung metastasis model, inhibition of C5a, C5a receptor-1 (C5aR1) or NETosis reduced the number of circulating-tumor cells (CTCs) and the metastatic burden. In support of the translational relevance of these findings, C5a was able to stimulate migration and NETosis in PMN-MDSCs obtained from lung cancer patients. Furthermore, myeloperoxidase (MPO)-DNA complexes, as markers of NETosis, were elevated in lung cancer patients and significantly correlated with C5a levels. In conclusion, C5a induces the formation of NETs from PMN-MDSCs in the presence of cancer cells, which may facilitate cancer cell dissemination and metastasis.
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Affiliation(s)
- Sergio Ortiz-Espinosa
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain
| | - Xabier Morales
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Imaging Platform, CIMA, Pamplona, Spain
| | - Yaiza Senent
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain
| | - Diego Alignani
- Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Cytometry Unit, Cima-University of Navarra, Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain
| | - Beatriz Tavira
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain
| | - Irati Macaya
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain
| | - Borja Ruiz
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain
| | - Haritz Moreno
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain
| | - Ana Remírez
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain
| | - Cristina Sainz
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain
| | - Alejandro Rodriguez-Pena
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Imaging Platform, CIMA, Pamplona, Spain
| | - Alvaro Oyarbide
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Imaging Platform, CIMA, Pamplona, Spain
| | - Mikel Ariz
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Imaging Platform, CIMA, Pamplona, Spain
| | - Maria P Andueza
- Department of Oncology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Karmele Valencia
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain
| | - Alvaro Teijeira
- Program in Immunology and Immunotherapy, Cima-University of Navarra, Pamplona, Spain
| | | | | | - Barbara Rolfe
- School of Biomedical Sciences, Faculty of Medicine, University of Queensland, Queensland, Australia
| | - Trent M Woodruff
- School of Biomedical Sciences, Faculty of Medicine, University of Queensland, Queensland, Australia
| | - Jose Maria Lopez-Picazo
- Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Department of Oncology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Silvestre Vicent
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain; Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Grazyna Kochan
- Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Immunomodulation Group, Navarrabiomed-Biomedical Research Center, Pamplona, Spain
| | - David Escors
- Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Immunomodulation Group, Navarrabiomed-Biomedical Research Center, Pamplona, Spain
| | - Ignacio Gil-Bazo
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain; Department of Oncology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Jose Luis Perez-Gracia
- Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain; Department of Oncology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Luis M Montuenga
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain; Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - John D Lambris
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Carlos Ortiz de Solorzano
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Imaging Platform, CIMA, Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain
| | - Fernando Lecanda
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain
| | - Daniel Ajona
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain.
| | - Ruben Pio
- Program in Solid Tumors, Cima-University of Navarra, Pamplona, Spain; Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain; Navarra's Health Research Institute (IDISNA), Pamplona, Spain; Centro de Investigación Biomédica en Red Cáncer (CIBERONC), Madrid, Spain
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19
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Valencia K, Sainz C, Bértolo C, de Biurrun G, Agorreta J, Azpilikueta A, Larrayoz MJ, Bosco G, Zandueta C, Redrado M, Redín E, Exposito F, Serrano D, Echepare M, Ajona D, Melero I, Pio R, Thomas R, Calvo A, Montuenga LM. Two alternative cell line models for the study of multiorganic metastasis and immunotherapy in Lung Squamous Cell Carcinoma. Dis Model Mech 2021; 15:273637. [PMID: 34870316 PMCID: PMC8822220 DOI: 10.1242/dmm.049137] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 11/29/2021] [Indexed: 11/20/2022] Open
Abstract
There is a paucity of adequate mouse models and cell lines available to study lung squamous cell carcinoma (LUSC). We have generated and characterized two models of phenotypically different transplantable LUSC cell lines (UN-SCC679 and UN-SCC680) derived from an N-nitroso-tris-chloroethylurea (NTCU) chemically-induced mouse model in A/J mice. Furthermore, we genetically characterized and compared both LUSC cell lines by performing whole exome and RNA sequencing. These experiments revealed similar genetic and transcriptomic patterns that may correspond to the classical LUSC human subtype. In addition, we compared the immune landscape generated by both tumor cells lines in vivo and assessed their response to immune checkpoint inhibition. The differences between the two cell lines are a good model for the remarkable heterogeneity of human squamous cell carcinoma. Study of the metastatic potential of these models revealed that both cell lines represent the human LUSC organotropism to the brain, bones, liver and adrenal glands. In summary, we have generated a very valuable cell line tools for LUSC research that recapitulates the complexity of the human disease.
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Affiliation(s)
- Karmele Valencia
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Cristina Sainz
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Cristina Bértolo
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Gabriel de Biurrun
- Department of Environmental Biology School of Sciences, University of Navarra, Pamplona, Spain
| | - Jackeline Agorreta
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Department of Health Sciences, Biochemistry Area, Public University of Navarra, Pamplona, Spain
| | - Arantza Azpilikueta
- Program of Immunology and Immunotherapy, CIMA-University of Navarra, Pamplona, Spain
| | - Marta J Larrayoz
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Graziella Bosco
- Department of Translational Genomics, Medical Faculty, University of Cologne, 50931 Cologne, Germany
| | - Carolina Zandueta
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Miriam Redrado
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Esther Redín
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Francisco Exposito
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Diego Serrano
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Mirari Echepare
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Daniel Ajona
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Ignacio Melero
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Program of Immunology and Immunotherapy, CIMA-University of Navarra, Pamplona, Spain.,Department of Oncology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Ruben Pio
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Roman Thomas
- Department of Translational Genomics, Medical Faculty, University of Cologne, 50931 Cologne, Germany.,Department of Pathology, University Hospital Cologne, 50937 Cologne, Germany.,German Cancer Research Center, German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Alfonso Calvo
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - Luis M Montuenga
- Program in Solid Tumors, CIMA-University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain
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20
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Valencia K, Montuenga LM. Exosomes in Liquid Biopsy: The Nanometric World in the Pursuit of Precision Oncology. Cancers (Basel) 2021; 13:2147. [PMID: 33946893 PMCID: PMC8124368 DOI: 10.3390/cancers13092147] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 04/23/2021] [Accepted: 04/27/2021] [Indexed: 02/06/2023] Open
Abstract
Among the different components that can be analyzed in liquid biopsy, the utility of exosomes is particularly promising because of their presence in all biological fluids and their potential for multicomponent analyses. Exosomes are extracellular vesicles with an average size of ~100 nm in diameter with an endosomal origin. All eukaryotic cells release exosomes as part of their active physiology. In an oncologic patient, up to 10% of all the circulating exosomes are estimated to be tumor-derived exosomes. Exosome content mirrors the features of its cell of origin in terms of DNA, RNA, lipids, metabolites, and cytosolic/cell-surface proteins. Due to their multifactorial content, exosomes constitute a unique tool to capture the complexity and enormous heterogeneity of cancer in a longitudinal manner. Due to molecular features such as high nucleic acid concentrations and elevated coverage of genomic driver gene sequences, exosomes will probably become the "gold standard" liquid biopsy analyte in the near future.
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Affiliation(s)
- Karmele Valencia
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), 31008 Pamplona, Spain
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain
- Navarra Health Research Institute (IDISNA), 31008 Pamplona, Spain
- Department of Biochemistry and Genetics, School of Sciences, University of Navarra, 31009 Pamplona, Spain
| | - Luis M. Montuenga
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), 31008 Pamplona, Spain
- Consorcio de Investigación Biomédica en Red de Cáncer (CIBERONC), 28029 Madrid, Spain
- Navarra Health Research Institute (IDISNA), 31008 Pamplona, Spain
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, 31009 Pamplona, Spain
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21
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Frigola J, Navarro A, Carbonell C, Callejo A, Iranzo P, Cedrés S, Martinez‐Marti A, Pardo N, Saoudi‐Gonzalez N, Martinez D, Jimenez J, Sansano I, Mancuso FM, Nuciforo P, Montuenga LM, Sánchez‐Cespedes M, Prat A, Vivancos A, Felip E, Amat R. Molecular profiling of long-term responders to immune checkpoint inhibitors in advanced non-small cell lung cancer. Mol Oncol 2021; 15:887-900. [PMID: 33342055 PMCID: PMC8024716 DOI: 10.1002/1878-0261.12891] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 12/08/2020] [Accepted: 12/14/2020] [Indexed: 12/12/2022] Open
Abstract
Immunotherapy has transformed advanced non-small cell lung cancer (NSCLC) treatment strategies and has led to unprecedented long-lasting responses in some patients. However, the molecular determinants driving these long-term responses remain elusive. To address this issue, we performed an integrative analysis of genomic and transcriptomic features of long-term immune checkpoint inhibitors (ICIs)-associated responders. We assembled a cohort of 47 patients with NSCLC receiving ICIs that was enriched in long-term responders [>18 months of progression-free survival (PFS)]. We performed whole-exome sequencing from tumor samples, estimated the tumor mutational burden (TMB), and inferred the somatic copy number alterations (SCNAs). We also obtained gene transcription data for a subset of patients using Nanostring, which we used to assess the tumor immune infiltration status and PD-L1 expression. Our results indicate that there is an association between TMB and benefit to ICIs, which is driven by those patients with long-term response. Additionally, high SCNAs burden is associated with poor response and negatively correlates with the presence of several immune cell types (B cells, natural killers, regulatory T cells or effector CD8 T cells). Also, CD274 (PD-L1) expression is increased in patients with benefit, mainly in those with long-term response. In our cohort, combined assessment of TMB and SCNAs burden enabled identification of long-term responders (considering PFS and overall survival). Notably, the association between TMB, SCNAs burden, and PD-L1 expression with the outcomes of ICIs treatment was validated in two public datasets of ICI-treated patients with NSCLC. Thus, our data indicate that TMB is associated with long-term benefit following ICIs treatment in NSCLC and that TMB, SCNAs burden, and PD-L1 are complementary determinants of response to ICIs.
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Affiliation(s)
- Joan Frigola
- Thoracic Cancers Translational Genomics UnitHebron Institute of Oncology (VHIO)Vall dBarcelonaSpain
| | - Alejandro Navarro
- Oncology DepartmentVall d’Hebron University Hospital & Vall d’Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Caterina Carbonell
- Thoracic Cancers Translational Genomics UnitHebron Institute of Oncology (VHIO)Vall dBarcelonaSpain
| | - Ana Callejo
- Oncology DepartmentVall d’Hebron University Hospital & Vall d’Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Patricia Iranzo
- Oncology DepartmentVall d’Hebron University Hospital & Vall d’Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Susana Cedrés
- Oncology DepartmentVall d’Hebron University Hospital & Vall d’Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Alex Martinez‐Marti
- Oncology DepartmentVall d’Hebron University Hospital & Vall d’Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Nuria Pardo
- Oncology DepartmentVall d’Hebron University Hospital & Vall d’Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Nadia Saoudi‐Gonzalez
- Oncology DepartmentVall d’Hebron University Hospital & Vall d’Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Debora Martinez
- Department of Medical OncologyHospital ClinicBarcelonaSpain
- Translational Genomics and Targeted Therapies in Solid TumorsIDIBAPSBarcelonaSpain
| | - Jose Jimenez
- Molecular Oncology GroupVall d'Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Irene Sansano
- Pathology UnitVall d’Hebron University HospitalBarcelonaSpain
| | - Francesco M. Mancuso
- Cancer Genomics LaboratoryVall d’Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Paolo Nuciforo
- Molecular Oncology GroupVall d'Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Luis M. Montuenga
- Program in Solid TumorsCenter for Applied Medical Research (CIMA)PamplonaSpain
- Department of Pathology, Anatomy and PhysiologySchool of MedicineUniversity of NavarraPamplonaSpain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC)MadridSpain
- Navarra Health Research Institute (IDISNA)PamplonaSpain
| | - Montse Sánchez‐Cespedes
- Cancer Genetics GroupJosep Carreras Leukaemia Research Institute (IJC)Campus ICO‐Germans Trias i PujolBadalona, BarcelonaSpain
| | - Aleix Prat
- Department of Medical OncologyHospital ClinicBarcelonaSpain
- Translational Genomics and Targeted Therapies in Solid TumorsIDIBAPSBarcelonaSpain
| | - Ana Vivancos
- Cancer Genomics LaboratoryVall d’Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Enriqueta Felip
- Thoracic Cancers Translational Genomics UnitHebron Institute of Oncology (VHIO)Vall dBarcelonaSpain
- Oncology DepartmentVall d’Hebron University Hospital & Vall d’Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Ramon Amat
- Thoracic Cancers Translational Genomics UnitHebron Institute of Oncology (VHIO)Vall dBarcelonaSpain
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22
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Osarogiagbon RU, Rami-Porta R, Tsao MS, Montuenga LM, Nishimura KK, Giroux DJ, Travis W, Asamura H, Rusch V, Carbone DP, Hirsch FR. The International Association for the Study of Lung Cancer Molecular Database Project: Objectives, Challenges, and Opportunities. J Thorac Oncol 2021; 16:897-901. [PMID: 33771657 DOI: 10.1016/j.jtho.2021.03.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 03/05/2021] [Accepted: 03/05/2021] [Indexed: 12/24/2022]
Affiliation(s)
| | - Ramon Rami-Porta
- Department of Thoracic Surgery, Hospital Universitari Mútua Terrassa, University of Barcelona, Terrassa, Spain; Network of Centers for Biomedical Research in Respiratory Diseases (CIBERES) Lung Cancer Group, Terrassa, Spain
| | - Ming Sound Tsao
- University Health Network/Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Luis M Montuenga
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain; Navarra Institute for Health Research (IdISNA), Pamplona, Spain; Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | | | | | - William Travis
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Hisao Asamura
- Division of Thoracic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Valerie Rusch
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David P Carbone
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, Ohio
| | - Fred R Hirsch
- Center for Thoracic Oncology, Tisch Cancer Institute, Icahn School of Medicine, Mount Sinai Health System, New York, New York
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23
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Athie A, Marchese FP, González J, Lozano T, Raimondi I, Juvvuna PK, Abad A, Marin-Bejar O, Serizay J, Martínez D, Ajona D, Pajares MJ, Sandoval J, Montuenga LM, Kanduri C, Lasarte JJ, Huarte M. Analysis of copy number alterations reveals the lncRNA ALAL-1 as a regulator of lung cancer immune evasion. J Cell Biol 2021; 219:152052. [PMID: 32858747 PMCID: PMC7480115 DOI: 10.1083/jcb.201908078] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 12/12/2019] [Accepted: 06/05/2020] [Indexed: 12/31/2022] Open
Abstract
Cancer is characterized by genomic instability leading to deletion or amplification of oncogenes or tumor suppressors. However, most of the altered regions are devoid of known cancer drivers. Here, we identify lncRNAs frequently lost or amplified in cancer. Among them, we found amplified lncRNA associated with lung cancer-1 (ALAL-1) as frequently amplified in lung adenocarcinomas. ALAL-1 is also overexpressed in additional tumor types, such as lung squamous carcinoma. The RNA product of ALAL-1 is able to promote the proliferation and tumorigenicity of lung cancer cells. ALAL-1 is a TNFα- and NF-κB-induced cytoplasmic lncRNA that specifically interacts with SART3, regulating the subcellular localization of the protein deubiquitinase USP4 and, in turn, its function in the cell. Interestingly, ALAL-1 expression inversely correlates with the immune infiltration of lung squamous tumors, while tumors with ALAL-1 amplification show lower infiltration of several types of immune cells. We have thus unveiled a pro-oncogenic lncRNA that mediates cancer immune evasion, pointing to a new target for immune potentiation.
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Affiliation(s)
- Alejandro Athie
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Institute of Health Research of Navarra, Pamplona, Spain
| | - Francesco P Marchese
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Institute of Health Research of Navarra, Pamplona, Spain
| | - Jovanna González
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Institute of Health Research of Navarra, Pamplona, Spain
| | - Teresa Lozano
- Institute of Health Research of Navarra, Pamplona, Spain.,Department of Immunology and Immunotherapy, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Ivan Raimondi
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Institute of Health Research of Navarra, Pamplona, Spain
| | - Prasanna Kumar Juvvuna
- Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Amaya Abad
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Institute of Health Research of Navarra, Pamplona, Spain
| | - Oskar Marin-Bejar
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Institute of Health Research of Navarra, Pamplona, Spain
| | - Jacques Serizay
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Institute of Health Research of Navarra, Pamplona, Spain
| | - Dannys Martínez
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Institute of Health Research of Navarra, Pamplona, Spain
| | - Daniel Ajona
- Institute of Health Research of Navarra, Pamplona, Spain.,Department of Solid Tumors, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, University of Navarra and CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
| | - Maria Jose Pajares
- Institute of Health Research of Navarra, Pamplona, Spain.,Department of Solid Tumors, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, University of Navarra and CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
| | - Juan Sandoval
- Biomarkers and Precision Medicine Unit, Health Research Institute La Fe, Valencia, Spain.,Epigenomics Core Facility, Health Research Institute La Fe, Valencia, Spain
| | - Luis M Montuenga
- Institute of Health Research of Navarra, Pamplona, Spain.,Department of Solid Tumors, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, University of Navarra and CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
| | - Chandrasekhar Kanduri
- Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Juan J Lasarte
- Institute of Health Research of Navarra, Pamplona, Spain.,Department of Immunology and Immunotherapy, Center for Applied Medical Research, University of Navarra, Pamplona, Spain
| | - Maite Huarte
- Department of Gene Therapy and Regulation of Gene Expression, Center for Applied Medical Research, University of Navarra, Pamplona, Spain.,Institute of Health Research of Navarra, Pamplona, Spain
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24
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Redin E, Garmendia I, Lozano T, Serrano D, Senent Y, Redrado M, Villalba M, De Andrea CE, Exposito F, Ajona D, Ortiz-Espinosa S, Remirez A, Bertolo C, Sainz C, Garcia-Pedrero J, Pio R, Lasarte J, Agorreta J, Montuenga LM, Calvo A. SRC family kinase (SFK) inhibitor dasatinib improves the antitumor activity of anti-PD-1 in NSCLC models by inhibiting Treg cell conversion and proliferation. J Immunother Cancer 2021; 9:jitc-2020-001496. [PMID: 33658304 PMCID: PMC7931761 DOI: 10.1136/jitc-2020-001496] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/12/2021] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION The use of immune-checkpoint inhibitors has drastically improved the management of patients with non-small cell lung cancer (NSCLC), but innate and acquired resistances are hurdles needed to be solved. Immunomodulatory drugs that can reinvigorate the immune cytotoxic activity, in combination with antiprogrammed cell death 1 (PD-1) antibody, are a great promise to overcome resistance. We evaluated the impact of the SRC family kinases (SFKs) on NSCLC prognosis, and the immunomodulatory effect of the SFK inhibitor dasatinib, in combination with anti-PD-1, in clinically relevant mouse models of NSCLC. METHODS A cohort of patients from University Clinic of Navarra (n=116) was used to study immune infiltrates by multiplex immunofluorescence (mIF) and YES1 protein expression in tumor samples. Publicly available resources (TCGA, Km Plotter, and CIBERSORT) were used to study patient's survival based on expression of SFKs and tumor infiltrates. Syngeneic NSCLC mouse models 393P and UNSCC680AJ were used for in vivo drug testing. RESULTS Among the SFK members, YES1 expression showed the highest association with poor prognosis. Patients with high YES1 tumor levels also showed high infiltration of CD4+/FOXP3+ cells (regulatory T cells (Tregs)), suggesting an immunosuppressive phenotype. After testing for YES1 expression in a panel of murine cell lines, 393P and UNSCC680AJ were selected for in vivo studies. In the 393P model, dasatinib+anti-PD-1 treatment resulted in synergistic activity, with 87% tumor regressions and development of immunological memory that impeded tumor growth when mice were rechallenged. In vivo depletion experiments further showed that CD8+ and CD4+ cells are necessary for the therapeutic effect of the combination. The antitumor activity was accompanied by a very significant decrease in the number of Tregs, which was validated by mIF in tumor sections. In the UNSCC680AJ model, the antitumor effects of dasatinib+anti-PD-1 were milder but similar to the 393P model. In in vitro assays, we demonstrated that dasatinib blocks proliferation and transforming growth factor beta-driven conversion of effector CD4+ cells into Tregs through targeting of phospholymphocyte-specific protein tyrosine kinase and downstream effectors pSTAT5 and pSMAD3. CONCLUSIONS YES1 protein expression is associated with increased numbers of Tregs in patients with NSCLC. Dasatinib synergizes with anti-PD-1 to impair tumor growth in NSCLC experimental models. This study provides the preclinical rationale for the combined use of dasatinib and PD-1/programmed death-ligand 1 blockade to improve outcomes of patients with NSCLC.
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Affiliation(s)
- Esther Redin
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,CIBERONC, ISCIII, Madrid, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Irati Garmendia
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Teresa Lozano
- Immunology and Immunotherapy Program, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
| | - Diego Serrano
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Yaiza Senent
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
| | - Miriam Redrado
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
| | - Maria Villalba
- Department of Pathology, University Clinic of Navarra, Pamplona, Spain
| | - Carlos E De Andrea
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Department of Pathology, University Clinic of Navarra, Pamplona, Spain
| | - Francisco Exposito
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,CIBERONC, ISCIII, Madrid, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Daniel Ajona
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,CIBERONC, ISCIII, Madrid, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Sergio Ortiz-Espinosa
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Ana Remirez
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
| | - Cristina Bertolo
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,CIBERONC, ISCIII, Madrid, Spain
| | - Cristina Sainz
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
| | - Juana Garcia-Pedrero
- CIBERONC, ISCIII, Madrid, Spain.,Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, Oviedo, Spain
| | - Ruben Pio
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,CIBERONC, ISCIII, Madrid, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Juan Lasarte
- Immunology and Immunotherapy Program, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
| | - Jackeline Agorreta
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,CIBERONC, ISCIII, Madrid, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Luis M Montuenga
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,CIBERONC, ISCIII, Madrid, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Alfonso Calvo
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain .,CIBERONC, ISCIII, Madrid, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
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25
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Patiño-García A, Guruceaga E, Segura V, Sánchez Bayona R, Andueza MP, Tamayo Uria I, Serrano G, Fusco JP, Pajares MJ, Gurpide A, Ocón M, Sanmamed MF, Rodriguez Ruiz M, Melero I, Lozano MD, de Andrea C, Pita G, Gonzalez-Neira A, Gonzalez A, Zulueta JJ, Montuenga LM, Pio R, Perez-Gracia JL. Whole exome sequencing characterization of individuals presenting extreme phenotypes of high and low risk of developing tobacco-induced lung adenocarcinoma. Transl Lung Cancer Res 2021; 10:1327-1337. [PMID: 33889513 PMCID: PMC8044482 DOI: 10.21037/tlcr-20-1197] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Background Tobacco is the main risk factor for developing lung cancer. Yet, some heavy smokers do not develop lung cancer at advanced ages while others develop it at young ages. Here, we assess for the first time the genetic background of these clinically relevant extreme phenotypes using whole exome sequencing (WES). Methods We performed WES of germline DNA from heavy smokers who either developed lung adenocarcinoma at an early age (extreme cases, n=50) or did not present lung adenocarcinoma or other tumors at an advanced age (extreme controls, n=50). We selected non-synonymous variants located in exonic regions and consensus splice sites of the genes that showed significantly different allelic frequencies between both cohorts. We validated our results in all the additional extreme cases (i.e., heavy smokers who developed lung adenocarcinoma at an early age) available from The Cancer Genome Atlas (TCGA). Results The mean age for the extreme cases and controls was respectively 49.7 and 77.5 years. Mean tobacco consumption was 43.6 and 56.8 pack-years. We identified 619 significantly different variants between both cohorts, and we validated 108 of these in extreme cases selected from TCGA. Nine validated variants, located in relevant cancer related genes, such as PARP4, HLA-A or NQO1, among others, achieved statistical significance in the False Discovery Rate test. The most significant validated variant (P=4.48×10−5) was located in the tumor-suppressor gene ALPK2. Conclusions We describe genetic variants associated with extreme phenotypes of high and low risk for the development of tobacco-induced lung adenocarcinoma. Our results and our strategy may help to identify high-risk subjects and to develop new therapeutic approaches.
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Affiliation(s)
- Ana Patiño-García
- Department of Pediatrics and Clinical Genetics, Clinica Universidad de Navarra, Pamplona, Spain.,Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Program in Solid Tumors, Center for Applied Medical Research (CIMA), Pamplona, Spain
| | - Elizabeth Guruceaga
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Bioinformatics Platform, CIMA, Universidad de Navarra, Pamplona, Spain
| | - Victor Segura
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Bioinformatics Platform, CIMA, Universidad de Navarra, Pamplona, Spain
| | - Rodrigo Sánchez Bayona
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Department of Oncology, Clinica Universidad de Navarra, Pamplona, Spain
| | - Maria Pilar Andueza
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Department of Oncology, Clinica Universidad de Navarra, Pamplona, Spain
| | - Ibon Tamayo Uria
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Bioinformatics Platform, CIMA, Universidad de Navarra, Pamplona, Spain
| | - Guillermo Serrano
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Program in Solid Tumors, Center for Applied Medical Research (CIMA), Pamplona, Spain
| | | | - María José Pajares
- Biochemistry Area, Department of Health Science, Public University of Navarre, Pamplona, Spain
| | - Alfonso Gurpide
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Department of Oncology, Clinica Universidad de Navarra, Pamplona, Spain
| | - Marimar Ocón
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Department of Pulmonary, Clinica Universidad de Navarra, Pamplona, Spain
| | - Miguel F Sanmamed
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Department of Oncology, Clinica Universidad de Navarra, Pamplona, Spain
| | - Maria Rodriguez Ruiz
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Department of Oncology, Clinica Universidad de Navarra, Pamplona, Spain
| | - Ignacio Melero
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Division of Immunology and Immunotherapy, CIMA, Universidad de Navarra and Instituto de Investigación Sanitaria de Navarra (IdisNA), Pamplona, Spain.,Department of Immunology, Clinica Universidad de Navarra and CIMA, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Spain
| | - Maria Dolores Lozano
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Spain.,Department of Pathology, Clinica Universidad de Navarra, Pamplona, Spain
| | - Carlos de Andrea
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Department of Pathology, Clinica Universidad de Navarra, Pamplona, Spain
| | - Guillermo Pita
- Human Genotyping Unit-CeGen, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Anna Gonzalez-Neira
- Human Genotyping Unit-CeGen, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Alvaro Gonzalez
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Department of Biochemistry, Clinica Universidad de Navarra, Pamplona, Spain
| | - Javier J Zulueta
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Division of Immunology and Immunotherapy, CIMA, Universidad de Navarra and Instituto de Investigación Sanitaria de Navarra (IdisNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Spain
| | - Luis M Montuenga
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Program in Solid Tumors, Center for Applied Medical Research (CIMA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Spain.,Department of Pathology, Anatomy and Physiology, Schools of Medicine and Sciences, University of Navarra, Pamplona, Spain
| | - Ruben Pio
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Program in Solid Tumors, Center for Applied Medical Research (CIMA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Spain
| | - Jose Luis Perez-Gracia
- Health Research Institute of Navarra (IdisNA), Pamplona, Spain.,Department of Oncology, Clinica Universidad de Navarra, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Spain
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26
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Horgan D, Ciliberto G, Conte P, Curigliano G, Seijo L, Montuenga LM, Garassino M, Penault-Llorca F, Galli F, Ray-Coquard I, Querleu D, Riegman P, Kerr K, Van Poppel H, Bjartell A, Codacci-Pisanelli G, Koeva-Balabanova J, Paradiso A, Maravic Z, Fotaki V, Malats N, Bernini C, Buglioni S, Kent A, Munzone E, Belina I, Van Meerbeeck J, Duffy M, Jagielska B, Capoluongo E. Bringing Onco-Innovation to Europe's Healthcare Systems: The Potential of Biomarker Testing, Real World Evidence, Tumour Agnostic Therapies to Empower Personalised Medicine. Cancers (Basel) 2021; 13:cancers13030583. [PMID: 33540773 PMCID: PMC7867284 DOI: 10.3390/cancers13030583] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 11/18/2020] [Accepted: 01/15/2021] [Indexed: 12/12/2022] Open
Abstract
Simple Summary The increasing number of data supporting use of a personalized approach in cancer treatment, is changing the path of patient’s management. In the same time, the availability of technologies should allow patients to receive the best test for the specific individual condition. This is theoretically true, when a specific test is designed for the specific disease condition, while it is difficult to implement in the setting of agnostic therapies. Financial sources availability related to the non homogeneous health systems working in the different countries do not allow for an immediate implementation of the technologies and test commercially available. Future perspectives for targeted oncology include tumor-agnostic drugs, which target a given mutation and could be used in treating cancers from multiple organ types. Therefore, the present paper is aimed to both underline a how much important is this new view and also to sensitize the international bodies that supervise health policies at the decision-making level, with the aim of harmonizing cancer treatment pathways in at least all European countries. Abstract Rapid and continuing advances in biomarker testing are not being matched by uptake in health systems, and this is hampering both patient care and innovation. It also risks costing health systems the opportunity to make their services more efficient and, over time, more economical. The potential that genomics has brought to biomarker testing in diagnosis, prediction and research is being realised, pre-eminently in many cancers, but also in an ever-wider range of conditions—notably BRCA1/2 testing in ovarian, breast, pancreatic and prostate cancers. Nevertheless, the implementation of genetic testing in clinical routine setting is still challenging. Development is impeded by country-related heterogeneity, data deficiencies, and lack of policy alignment on standards, approval—and the role of real-world evidence in the process—and reimbursement. The acute nature of the problem is compellingly illustrated by the particular challenges facing the development and use of tumour agnostic therapies, where the gaps in preparedness for taking advantage of this innovative approach to cancer therapy are sharply exposed. Europe should already have in place a guarantee of universal access to a minimum suite of biomarker tests and should be planning for an optimum testing scenario with a wider range of biomarker tests integrated into a more sophisticated health system articulated around personalised medicine. Improving healthcare and winning advantages for Europe’s industrial competitiveness and innovation require an appropriate policy framework—starting with an update to outdated recommendations. We show herein the main issues and proposals that emerged during the previous advisory boards organised by the European Alliance for Personalized Medicine which mainly focus on possible scenarios of harmonisation of both oncogenetic testing and management of cancer patients.
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Affiliation(s)
- Denis Horgan
- European Alliance for Personalized Medicine, Avenue de l’Armee/ Legerlaan 10, 1040 Brussels, Belgium;
- Correspondence: (D.H.); (E.C.)
| | - Gennaro Ciliberto
- IRCCS Istituto Nazionale Tumori “Regina Elena”, Via Elio Chianesi, 53, 00128 Rome, Italy; (G.C.); (S.B.)
| | - Pierfranco Conte
- Dipartimento di Scienze Chirurgiche Oncologiche e Gastroenterologiche, University of Padova, Via Giustiniani 2, 35128 Padova, Italy;
| | - Giuseppe Curigliano
- Department of Oncology and Hemato-Oncology, University of Milano and European Institute of Oncology, IRCCS, 20139 Milano, Italy;
| | - Luis Seijo
- Pulmonary Department, Clínica Universidad de Navarra, Calle Marquesado de Sta. Marta, 1, 28027 Madrid, Spain;
- Ciber Enfermedades Respiratorias (CIBERES), Av. de Monforte de Lemos, 3-5, 28029 Madrid, Spain
| | - Luis M. Montuenga
- Center for Applied Medical Research (CIMA), Schools of Sciences and Medicine, University of Navarra, Av. de Pío XII, 55, 31008 Pamplona, Spain;
- CIBERONC, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
| | - Marina Garassino
- S.S. Oncologia Medica Toraco Polmonare, Fondazione IRCCS Istituto Nazionale dei Tumori Via Giacomo Venezian, 1, 20133 Milano, Italy;
| | - Frederique Penault-Llorca
- Department of Pathology and Tumor Biology, University of Clermont-Auvergne, 49 bd François Mitterrand, 63001 Clermont-Ferrand, France;
| | - Fabrizia Galli
- Associazione aBRCAdaBRA Onlus Via Volontari Italiani del Sangue, 32, 90128 Palermo, Italy;
| | - Isabelle Ray-Coquard
- Medical Oncology Department, Centre Leon Bérard & Université Claude Bernard Lyon, 69008 Lyon, France;
| | - Denis Querleu
- Surgery Department, Institut Bergonié Cancer Center, Centre Léon Bérard Cheney D- 2 ème étage -28 Rue Laennec, 69373 Lyon, France;
| | - Peter Riegman
- Department of Pathology, Josephine Nefkens Institute, Erasmus Medical Center, Be 235b, Dr Molwaterplein 50, 3015 Rotterdam, The Netherlands;
| | - Keith Kerr
- Department of Pathology, University of Aberdeen, King’s College, Aberdeen AB24 3FX, UK;
| | - Hein Van Poppel
- Department of Urology, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium;
| | - Anders Bjartell
- Department of Urology, Skane University Hospital, Box 117, 221 00 Lund, Sweden;
| | - Giovanni Codacci-Pisanelli
- Department of Medical and Surgical Sciences and Biotechnology, University of Rome, “la Sapienza”, Piazzale Aldo Moro, 5, 00185 Roma, Italy;
| | | | - Angelo Paradiso
- Scientific Directorate, IRCCS Istituto Tumori Giovanni Paolo II, Viale Orazio Flacco, 65, 70124 Bari, Italy;
| | - Zorana Maravic
- Digestive Cancers Europe, Rue de la Loi 235, 1040 Brussels, Belgium; (Z.M.); (V.F.)
| | - Vassiliki Fotaki
- Digestive Cancers Europe, Rue de la Loi 235, 1040 Brussels, Belgium; (Z.M.); (V.F.)
| | - Nuria Malats
- CIBERONC, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
- Spanish National Cancer Research Centre (CNIO), Calle de Melchor Fernández Almagro, 3, 28029 Madrid, Spain
| | - Chiara Bernini
- European Alliance for Personalized Medicine, Avenue de l’Armee/ Legerlaan 10, 1040 Brussels, Belgium;
| | - Simonetta Buglioni
- IRCCS Istituto Nazionale Tumori “Regina Elena”, Via Elio Chianesi, 53, 00128 Rome, Italy; (G.C.); (S.B.)
| | - Alastair Kent
- Independent Patient Advocate, 14 Farthing Road Downham Market, Norfolk PE38 0AF, UK;
| | - Elisabetta Munzone
- Division of Medical Senology, IEO, European Institute of Oncology IRCCS, Via Ripamonti 435, 20141 Milano, Italy;
| | - Ivica Belina
- KUZ-Coalition of Association in Healthcare, Trpimirova 11, 10000 Zagreb, Croatia;
| | - Jan Van Meerbeeck
- Thoracic Oncology-MOCA, University Hospital Antwerp, Wilrijkstraat 10, 2650 Edegem, Belgium;
| | - Michael Duffy
- UCD School of Medicine, Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Belfield, Dublin 4, Ireland;
| | - Beata Jagielska
- Maria Skłodowska-Curie Institute of Oncology, Wawelska 15 B, 00-001 Warszawa, Poland;
| | - Ettore Capoluongo
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, 80131 Naples, Italy
- CEINGE-Biotecnologie Avanzate, Via Gaetano Salvatore, 486, 80131 Napoli, Italy
- Correspondence: (D.H.); (E.C.)
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Rodríguez M, Ajona D, Seijo LM, Sanz J, Valencia K, Corral J, Mesa-Guzmán M, Pío R, Calvo A, Lozano MD, Zulueta JJ, Montuenga LM. Molecular biomarkers in early stage lung cancer. Transl Lung Cancer Res 2021; 10:1165-1185. [PMID: 33718054 PMCID: PMC7947407 DOI: 10.21037/tlcr-20-750] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Low dose computed tomography (LDCT) screening, together with the recent advances in targeted and immunotherapies, have shown to improve non-small cell lung cancer (NSCLC) survival. Furthermore, screening has increased the number of early stage-detected tumors, allowing for surgical resection and multimodality treatments when needed. The need for improved sensitivity and specificity of NSCLC screening has led to increased interest in combining clinical and radiological data with molecular data. The development of biomarkers is poised to refine inclusion criteria for LDCT screening programs. Biomarkers may also be useful to better characterize the risk of indeterminate nodules found in the course of screening or to refine prognosis and help in the management of screening detected tumors. The clinical implications of these biomarkers are still being investigated and whether or not biomarkers will be included in further decision-making algorithms in the context of screening and early lung cancer management still needs to be determined. However, it seems clear that there is much room for improvement even in early stage lung cancer disease-free survival (DFS) rates; thus, biomarkers may be the key to refine risk-stratification and treatment of these patients. Clinicians’ capacity to register, integrate, and analyze all the available data in both high risk individuals and early stage NSCLC patients will lead to a better understanding of the disease’s mechanisms, and will have a direct impact in diagnosis, treatment, and follow up of these patients. In this review, we aim to summarize all the available data regarding the role of biomarkers in LDCT screening and early stage NSCLC from a multidisciplinary perspective. We have highlighted clinical implications, the need to combine risk stratification, clinical data, radiomics, molecular information and artificial intelligence in order to improve clinical decision-making, especially regarding early diagnostics and adjuvant therapy. We also discuss current and future perspectives for biomarker implementation in routine clinical practice.
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Affiliation(s)
- María Rodríguez
- Department of Thoracic Surgery, Clínica Universidad de Navarra, Madrid, Spain
| | - Daniel Ajona
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,Navarra Institute for Health Research (IdISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Luis M Seijo
- Department of Pulmonology, Clínica Universidad de Navarra, Madrid, Spain.,Centro de Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Julián Sanz
- Department of Pathology, Clínica Universidad de Navarra, Madrid, Spain
| | - Karmele Valencia
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Jesús Corral
- Department of Oncology, Clínica Universidad de Navarra, Madrid, Spain
| | - Miguel Mesa-Guzmán
- Department of Thoracic Surgery, Clínica Universidad de Navarra, Pamplona, Spain
| | - Rubén Pío
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,Navarra Institute for Health Research (IdISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Alfonso Calvo
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,Navarra Institute for Health Research (IdISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Pathology, Anatomy and Physiology, Schools of Medicine and Sciences, University of Navarra, Pamplona, Spain
| | - María D Lozano
- Navarra Institute for Health Research (IdISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Pathology, Anatomy and Physiology, Schools of Medicine and Sciences, University of Navarra, Pamplona, Spain.,Department of Pathology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Javier J Zulueta
- Navarra Institute for Health Research (IdISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Pulmonology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Luis M Montuenga
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain.,Navarra Institute for Health Research (IdISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Pathology, Anatomy and Physiology, Schools of Medicine and Sciences, University of Navarra, Pamplona, Spain
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28
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Pros E, Saigi M, Alameda D, Gomez-Mariano G, Martinez-Delgado B, Alburquerque-Bejar JJ, Carretero J, Tonda R, Esteve-Codina A, Catala I, Palmero R, Jove M, Lazaro C, Patiño-Garcia A, Gil-Bazo I, Verdura S, Teulé A, Torres-Lanzas J, Sidransky D, Reguart N, Pio R, Juan-Vidal O, Nadal E, Felip E, Montuenga LM, Sanchez-Cespedes M. Genome-wide profiling of non-smoking-related lung cancer cells reveals common RB1 rearrangements associated with histopathologic transformation in EGFR-mutant tumors. Ann Oncol 2021; 31:274-282. [PMID: 31959344 DOI: 10.1016/j.annonc.2019.09.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Revised: 09/25/2019] [Accepted: 09/26/2019] [Indexed: 10/25/2022] Open
Abstract
BACKGROUND The etiology and the molecular basis of lung adenocarcinomas (LuADs) in nonsmokers are currently unknown. Furthermore, the scarcity of available primary cultures continues to hamper our biological understanding of non-smoking-related lung adenocarcinomas (NSK-LuADs). PATIENTS AND METHODS We established patient-derived cancer cell (PDC) cultures from metastatic NSK-LuADs, including two pairs of matched EGFR-mutant PDCs before and after resistance to tyrosine kinase inhibitors (TKIs), and then performed whole-exome and RNA sequencing to delineate their genomic architecture. For validation, we analyzed independent cohorts of primary LuADs. RESULTS In addition to known non-smoker-associated alterations (e.g. RET, ALK, EGFR, and ERBB2), we discovered novel fusions and recurrently mutated genes, including ATF7IP, a regulator of gene expression, that was inactivated in 5% of primary LuAD cases. We also found germline mutations at dominant familiar-cancer genes, highlighting the importance of genetic predisposition in the origin of a subset of NSK-LuADs. Furthermore, there was an over-representation of inactivating alterations at RB1, mostly through complex intragenic rearrangements, in treatment-naive EGFR-mutant LuADs. Three EGFR-mutant and one EGFR-wild-type tumors acquired resistance to EGFR-TKIs and chemotherapy, respectively, and histology on re-biopsies revealed the development of small-cell lung cancer/squamous cell carcinoma (SCLC/LuSCC) transformation. These features were consistent with RB1 inactivation and acquired EGFR-T790M mutation or FGFR3-TACC3 fusion in EGFR-mutant tumors. CONCLUSIONS We found recurrent alterations in LuADs that deserve further exploration. Our work also demonstrates that a subset of NSK-LuADs arises within cancer-predisposition syndromes. The preferential occurrence of RB1 inactivation, via complex rearrangements, found in EGFR-mutant tumors appears to favor SCLC/LuSCC transformation under growth-inhibition pressures. Thus RB1 inactivation may predict the risk of LuAD transformation to a more aggressive type of lung cancer, and may need to be considered as a part of the clinical management of NSK-LuADs patients.
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Affiliation(s)
- E Pros
- Genes and Cancer Group, Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Spain
| | - M Saigi
- Genes and Cancer Group, Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Spain; Department of Medical Oncology, Catalan Institute of Oncology (ICO), Hospitalet de Llobregat, Barcelona, Spain
| | - D Alameda
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra and Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - G Gomez-Mariano
- Molecular Genetics Unit, Rare Diseases Institute of Research (IIER), Health Institute Carlos III, Majadahonda, Madrid, Spain
| | - B Martinez-Delgado
- Molecular Genetics Unit, Rare Diseases Institute of Research (IIER), Health Institute Carlos III, Majadahonda, Madrid, Spain
| | - J J Alburquerque-Bejar
- Genes and Cancer Group, Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Spain
| | - J Carretero
- Department of Physiology, Faculty of Medicine and Odontology, University of Valencia, Valencia, Spain
| | - R Tonda
- CNAG-CRG, Centre for Genomic Regulation (CRG), Institute of Science and Technology (BIST) and University Pompeu Fabra (UPF), Barcelona, Spain
| | - A Esteve-Codina
- CNAG-CRG, Centre for Genomic Regulation (CRG), Institute of Science and Technology (BIST) and University Pompeu Fabra (UPF), Barcelona, Spain
| | - I Catala
- Pathology Department, Bellvitge University Hospital, Hospitalet de Llobregat, Spain
| | - R Palmero
- Department of Medical Oncology, Catalan Institute of Oncology (ICO), Hospitalet de Llobregat, Barcelona, Spain
| | - M Jove
- Department of Medical Oncology, Catalan Institute of Oncology (ICO), Hospitalet de Llobregat, Barcelona, Spain
| | - C Lazaro
- Hereditary Cancer Program, Catalan Institute of Oncology, ICO-Oncobell-IDIBELL, Madrid, Spain; CIBERONC, Health Institute Carlos III, Madrid, Spain
| | - A Patiño-Garcia
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra and Navarra Health Research Institute (IDISNA), Pamplona, Spain
| | - I Gil-Bazo
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra and Navarra Health Research Institute (IDISNA), Pamplona, Spain; CIBERONC, Health Institute Carlos III, Madrid, Spain
| | - S Verdura
- Genes and Cancer Group, Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Spain
| | - A Teulé
- Hereditary Cancer Program, Catalan Institute of Oncology, ICO-Oncobell-IDIBELL, Madrid, Spain; CIBERONC, Health Institute Carlos III, Madrid, Spain
| | - J Torres-Lanzas
- Thoracic Surgery Department, Hospital Universitario Virgen de la Arrixaca, El Palmar-Murcia, Spain
| | - D Sidransky
- Department of Otolaryngology and Head and Neck Surgery, Johns Hopkins University, School of Medicine, Baltimore, Maryland
| | - N Reguart
- Oncology Department, Thoracic Tumors Unit, Clinic Hospital, Barcelona, Spain; Translational Genomics and Targeted Therapeutics in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - R Pio
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra and Navarra Health Research Institute (IDISNA), Pamplona, Spain; CIBERONC, Health Institute Carlos III, Madrid, Spain
| | - O Juan-Vidal
- Biomarkers and Precision Medicine Unit, Research Institute La Fe and Department of Medical Oncology, La Fe University Hospital, Valencia, Spain
| | - E Nadal
- Department of Medical Oncology, Catalan Institute of Oncology (ICO), Hospitalet de Llobregat, Barcelona, Spain; Clinical Research in Solid Tumors Group (CReST), Oncobell Program, Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Spain
| | - E Felip
- Oncology Department, Vall d'Hebron University Hospital and Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - L M Montuenga
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra and Navarra Health Research Institute (IDISNA), Pamplona, Spain; CIBERONC, Health Institute Carlos III, Madrid, Spain; Department of Pathology, Anatomy and Physiology, Schools of Medicine and Sciences, University of Navarra, Pamplona, Spain
| | - M Sanchez-Cespedes
- Genes and Cancer Group, Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Spain.
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29
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Aguado C, Teixido C, Román R, Reyes R, Giménez-Capitán A, Marin E, Cabrera C, Viñolas N, Castillo S, Muñoz S, Arcocha A, López-Vilaró L, Sullivan I, Aldeguer E, Rodríguez S, Moya I, Viteri S, Cardona AF, Palmero R, Sainz C, Mesa-Guzmán M, Lozano MD, Aguilar-Hernández A, Martínez-Bueno A, González-Cao M, Gonzalvo E, Leenders WPJ, Rosell R, Montuenga LM, Prat A, Molina-Vila MA, Reguart N. Multiplex RNA-based detection of clinically relevant MET alterations in advanced non-small cell lung cancer. Mol Oncol 2020; 15:350-363. [PMID: 33236532 PMCID: PMC7858100 DOI: 10.1002/1878-0261.12861] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 10/23/2020] [Accepted: 11/20/2020] [Indexed: 12/13/2022] Open
Abstract
MET inhibitors have shown activity in non‐small‐cell lung cancer patients (NSCLC) with MET amplification and exon 14 skipping (METΔex14). However, patient stratification is imperfect, and thus, response rates have varied widely. Here, we studied MET alterations in 474 advanced NSCLC patients by nCounter, an RNA‐based technique, together with next‐generation sequencing (NGS), fluorescence in situ hybridization (FISH), immunohistochemistry (IHC), and reverse transcriptase polymerase chain reaction (RT–PCR), exploring correlation with clinical benefit. Of the 474 samples analyzed, 422 (89%) yielded valid results by nCounter, which identified 13 patients (3%) with METΔex14 and 15 patients (3.5%) with very‐high MET mRNA expression. These two subgroups were mutually exclusive, displayed distinct phenotypes and did not generally coexist with other drivers. For METΔex14, 3/8 (37.5%) samples positive by nCounter tested negative by NGS. Regarding patients with very‐high MET mRNA, 92% had MET amplification by FISH and/or NGS. However, FISH failed to identify three patients (30%) with very‐high MET RNA expression, among which one received MET tyrosine kinase inhibitor treatment deriving clinical benefit. Our results indicate that quantitative mRNA‐based techniques can improve the selection of patients for MET‐targeted therapies.
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Affiliation(s)
- Cristina Aguado
- Laboratory of Oncology, Pangaea Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
| | - Cristina Teixido
- Thoracic Oncology Unit, Department of Pathology, Hospital Clínic, Barcelona, Spain.,Translational Genomics and Targeted Therapeutics in Solid Tumors, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Ruth Román
- Laboratory of Oncology, Pangaea Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
| | - Roxana Reyes
- Thoracic Oncology Unit, Department of Medical Oncology, Hospital Clínic, Barcelona, Spain
| | - Ana Giménez-Capitán
- Laboratory of Oncology, Pangaea Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
| | - Elba Marin
- Translational Genomics and Targeted Therapeutics in Solid Tumors, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Thoracic Oncology Unit, Department of Medical Oncology, Hospital Clínic, Barcelona, Spain
| | - Carlos Cabrera
- Dr Rosell Oncology Institute, Dexeus University Hospital Quiron Salud Group, Barcelona, Spain
| | - Nuria Viñolas
- Thoracic Oncology Unit, Department of Medical Oncology, Hospital Clínic, Barcelona, Spain
| | - Sergi Castillo
- Division of Medical Oncology, Hospital General de Granollers, Barcelona, Spain
| | - Silvia Muñoz
- Division of Medical Oncology, Hospital General de Granollers, Barcelona, Spain
| | - Ainara Arcocha
- Thoracic Oncology Unit, Department of Medical Oncology, Hospital Clínic, Barcelona, Spain
| | - Laura López-Vilaró
- Department of Pathology, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Ivana Sullivan
- Division of Medical Oncology, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Erika Aldeguer
- Laboratory of Oncology, Pangaea Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
| | - Sonia Rodríguez
- Laboratory of Oncology, Pangaea Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
| | - Irene Moya
- Dr Rosell Oncology Institute, Dexeus University Hospital Quiron Salud Group, Barcelona, Spain
| | - Santiago Viteri
- Dr Rosell Oncology Institute, Dexeus University Hospital Quiron Salud Group, Barcelona, Spain.,Dr Rosell Oncology Institute, Teknon Medical Center, Quiron Salud Group, Barcelona, Spain
| | - Andrés Felipe Cardona
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia.,Clinical and Translational Oncology Group, Institute of Oncology, Clínica del Country, Bogotá, Colombia
| | - Ramon Palmero
- Division of Medical Oncology, Catalan Institute of Oncology, L'Hospitalet, Barcelona, Spain
| | - Cristina Sainz
- Center for Applied Medical Research (CIMA), University of Navarra, Spain.,CIBERONC, Madrid, Spain
| | | | - Maria D Lozano
- CIBERONC, Madrid, Spain.,IDISNA, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | | | | | - María González-Cao
- Dr Rosell Oncology Institute, Dexeus University Hospital Quiron Salud Group, Barcelona, Spain
| | - Elena Gonzalvo
- Thoracic Oncology Unit, Department of Pathology, Hospital Clínic, Barcelona, Spain
| | - William P J Leenders
- Department of Biochemistry, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
| | - Rafael Rosell
- Dr Rosell Oncology Institute, Dexeus University Hospital Quiron Salud Group, Barcelona, Spain.,Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Spain.,Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Luis M Montuenga
- Center for Applied Medical Research (CIMA), University of Navarra, Spain.,CIBERONC, Madrid, Spain.,IDISNA, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Aleix Prat
- Translational Genomics and Targeted Therapeutics in Solid Tumors, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Thoracic Oncology Unit, Department of Medical Oncology, Hospital Clínic, Barcelona, Spain
| | - Miguel A Molina-Vila
- Laboratory of Oncology, Pangaea Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
| | - Noemi Reguart
- Translational Genomics and Targeted Therapeutics in Solid Tumors, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Thoracic Oncology Unit, Department of Medical Oncology, Hospital Clínic, Barcelona, Spain
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30
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Horgan D, Ciliberto G, Conte P, Baldwin D, Seijo L, Montuenga LM, Paz-Ares L, Garassino M, Penault-Llorca F, Galli F, Ray-Coquard I, Querleu D, Capoluongo E, Banerjee S, Riegman P, Kerr K, Horbach B, Büttner R, Van Poppel H, Bjartell A, Codacci-Pisanelli G, Westphalen B, Calvo F, Koeva-Balabanova J, Hall S, Paradiso A, Kalra D, Cobbaert C, Varea Menendez R, Maravic Z, Fotaki V, Bennouna J, Cauchin E, Malats N, Gutiérrez-Ibarluzea I, Gannon B, Mastris K, Bernini C, Gallagher W, Buglioni S, Kent A, Munzone E, Belina I, Van Meerbeeck J, Duffy M, Sarnowska E, Jagielska B, Mee S, Curigliano G. Bringing Greater Accuracy to Europe's Healthcare Systems: The Unexploited Potential of Biomarker Testing in Oncology. Biomed Hub 2020; 5:182-223. [PMID: 33564664 DOI: 10.1159/000511209] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 08/31/2020] [Indexed: 12/11/2022] Open
Abstract
Rapid and continuing advances in biomarker testing are not being matched by take-up in health systems, and this is hampering both patient care and innovation. It also risks costing health systems the opportunity to make their services more efficient and, over time, more economical. This paper sets out the potential of biomarker testing, the unfolding precision and range of possible diagnosis and prediction, and the many obstacles to adoption. It offers case studies of biomarker testing in breast, ovarian, prostate, lung, thyroid and colon cancers, and derives specific lessons as to the potential and actual use of each of them. It also draws lessons about how to improve access and alignment, and to remedy the data deficiencies that impede development. And it suggests solutions to outstanding issues - notably including funding and the tangled web of obtaining reimbursement or equivalent coverage that Europe's fragmented health system implies. It urges a European evolution towards an initial minimum testing scenario, which would guarantee universal access to a suite of biomarker tests for the currently most common conditions, and, further into the future, to an optimum testing scenario in which a much wider range of biomarker tests would be introduced and become part of a more sophisticated health system articulated around personalised medicine. For exploiting genomics to the full, it argues the need for a new policy framework for Europe. Biomarker testing is not an issue that can be treated in isolation, since the purpose of testing is to improve health. Its use is therefore always closely linked to specific health challenges and needs to be viewed in the broader policy context in the EU and more widely. The paper is the result of extensive engagement with experts and decision makers to develop the framework, and consequently represents a wide consensus of views on how healthcare systems should respond from push and pull factors at local, national and cross-border and EU level. It contains strong views and clear recommendations springing from the convictions of patients, clinicians, academics, medicines authorities, HTA bodies, payers, the diagnostic, pharmaceutical and ICT industries, and national policy makers.
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Affiliation(s)
- Denis Horgan
- European Alliance for Personalised Medicine, Brussels, Belgium
| | | | | | - David Baldwin
- University of Nottingham, Nottingham, United Kingdom
| | - Luis Seijo
- Clinica Universidad de Navarra, CIBERES, Madrid, Spain
| | - Luis M Montuenga
- Center for Applied Medical Research (CIMA), University of Navarra and CIBERONC and IdisNa, Pamplona, Spain
| | - Luis Paz-Ares
- Hospital Doce de Octubre and CIBERONC, Madrid, Spain
| | | | | | | | | | | | | | - Susana Banerjee
- The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | | | - Keith Kerr
- Aberdeen University, Aberdeen, United Kingdom
| | | | | | | | | | | | - Benedikt Westphalen
- Grosshadern University Hospital, Ludwig-Maximilians University, Munich, Germany
| | | | | | | | | | - Dipak Kalra
- The European Institute for Innovation through Health Data (i∼HD), Gent, Belgium
| | - Christa Cobbaert
- European Federation of Clinical Chemistry and Laboratory Diagnostics, Milan, Italy
| | | | | | | | | | | | - Nuria Malats
- Spanish National Cancer Research Centre (CNIO) and CIBERONC, Madrid, Spain
| | - Iñaki Gutiérrez-Ibarluzea
- EuroScan International Network, Cologne, Germany.,BIOEF, Basque Foundation for Health Innovation and Research, Barakaldo, Spain
| | | | | | - Chiara Bernini
- European Alliance for Personalised Medicine, Brussels, Belgium
| | | | | | - Alastair Kent
- Independent Patient Advocate, London, United Kingdom
| | | | - Ivica Belina
- Coalition of Healthcare Association, Zagreb, Croatia
| | - Jan Van Meerbeeck
- Antwerp University and Antwerp University Hospital, Antwerp, Belgium
| | | | | | - Beata Jagielska
- Maria Skłodowska-Curie Institute of Oncology, Warsaw, Poland
| | - Sarah Mee
- AstraZeneca, Cambridge, United Kingdom
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31
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Montuenga LM, Zulueta JJ. Breakthroughs in lung cancer management. An Sist Sanit Navar 2020; 43:131-139. [PMID: 32865188 DOI: 10.23938/assn.0886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- L M Montuenga
- Solid Tumors Program. Center of Applied Medical Research (CIMA). University of Navarra. Pamplona, Spain..
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32
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Garmendia I, Pajares MJ, Hermida-Prado F, Ajona D, Bértolo C, Sainz C, Lavín A, Remírez AB, Valencia K, Moreno H, Ferrer I, Behrens C, Cuadrado M, Paz-Ares L, Bustelo XR, Gil-Bazo I, Alameda D, Lecanda F, Calvo A, Felip E, Sánchez-Céspedes M, Wistuba II, Granda-Diaz R, Rodrigo JP, García-Pedrero JM, Pio R, Montuenga LM, Agorreta J. YES1 Drives Lung Cancer Growth and Progression and Predicts Sensitivity to Dasatinib. Am J Respir Crit Care Med 2020; 200:888-899. [PMID: 31166114 DOI: 10.1164/rccm.201807-1292oc] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Rationale: The characterization of new genetic alterations is essential to assign effective personalized therapies in non-small cell lung cancer (NSCLC). Furthermore, finding stratification biomarkers is essential for successful personalized therapies. Molecular alterations of YES1, a member of the SRC (proto-oncogene tyrosine-protein kinase Src) family kinases (SFKs), can be found in a significant subset of patients with lung cancer.Objectives: To evaluate YES1 (v-YES-1 Yamaguchi sarcoma viral oncogene homolog 1) genetic alteration as a therapeutic target and predictive biomarker of response to dasatinib in NSCLC.Methods: Functional significance was evaluated by in vivo models of NSCLC and metastasis and patient-derived xenografts. The efficacy of pharmacological and genetic (CRISPR [clustered regularly interspaced short palindromic repeats]/Cas9 [CRISPR-associated protein 9]) YES1 abrogation was also evaluated. In vitro functional assays for signaling, survival, and invasion were also performed. The association between YES1 alterations and prognosis was evaluated in clinical samples.Measurements and Main Results: We demonstrated that YES1 is essential for NSCLC carcinogenesis. Furthermore, YES1 overexpression induced metastatic spread in preclinical in vivo models. YES1 genetic depletion by CRISPR/Cas9 technology significantly reduced tumor growth and metastasis. YES1 effects were mainly driven by mTOR (mammalian target of rapamycin) signaling. Interestingly, cell lines and patient-derived xenograft models with YES1 gene amplifications presented a high sensitivity to dasatinib, an SFK inhibitor, pointing out YES1 status as a stratification biomarker for dasatinib response. Moreover, high YES1 protein expression was an independent predictor for poor prognosis in patients with lung cancer.Conclusions: YES1 is a promising therapeutic target in lung cancer. Our results provide support for the clinical evaluation of dasatinib treatment in a selected subset of patients using YES1 status as predictive biomarker for therapy.
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Affiliation(s)
- Irati Garmendia
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain.,Department of Pathology, Anatomy, and Physiology, School of Medicine and
| | - María J Pajares
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain.,Department of Pathology, Anatomy, and Physiology, School of Medicine and.,Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Navarra Health Research Institute, Pamplona, Spain
| | - Francisco Hermida-Prado
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Hospital Universitario Central de Asturias, Instituto de Investigación Sanitaria del Principado de Asturias, Instituto Universitario de Oncología del Principado de Asturias (IUOPA), Universidad de Oviedo, Oviedo, Spain
| | - Daniel Ajona
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Navarra Health Research Institute, Pamplona, Spain
| | - Cristina Bértolo
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
| | - Cristina Sainz
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain
| | - Amaya Lavín
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain
| | - Ana B Remírez
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain
| | - Karmele Valencia
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
| | - Haritz Moreno
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain
| | - Irene Ferrer
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Lung Cancer Clinical Research Unit and Centro Nacional de Investigaciones Oncológicas, Madrid, Spain
| | - Carmen Behrens
- Department of Translational Molecular Pathology and.,Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Myriam Cuadrado
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Centro de Investigación del Cáncer, Consejo Superior de Investigaciones Científicas, University of Salamanca, Salamanca, Spain
| | - Luis Paz-Ares
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Lung Cancer Clinical Research Unit and Centro Nacional de Investigaciones Oncológicas, Madrid, Spain.,Medical Oncology Department, Hospital Universitario Doce de Octubre, Madrid, Spain.,Medical School, Universidad Complutense, Madrid, Spain
| | - Xosé R Bustelo
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Centro de Investigación del Cáncer, Consejo Superior de Investigaciones Científicas, University of Salamanca, Salamanca, Spain
| | - Ignacio Gil-Bazo
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Navarra Health Research Institute, Pamplona, Spain.,Medical Oncology Department, Clínica Universidad de Navarra, Pamplona, Spain
| | - Daniel Alameda
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain
| | - Fernando Lecanda
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain.,Department of Pathology, Anatomy, and Physiology, School of Medicine and.,Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Navarra Health Research Institute, Pamplona, Spain
| | - Alfonso Calvo
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain.,Department of Pathology, Anatomy, and Physiology, School of Medicine and.,Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Navarra Health Research Institute, Pamplona, Spain
| | - Enriqueta Felip
- Oncology Department, Vall d'Hebron University Hospital and Vall d'Hebron Institute of Oncology, Barcelona, Spain; and
| | - Montse Sánchez-Céspedes
- Cancer Epigenetics and Biology Program, Genes and Cancer Group, Bellvitge Biomedical Research Institute, Hospitalet de Llobregat, Barcelona, Spain
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology and.,Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Rocio Granda-Diaz
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Hospital Universitario Central de Asturias, Instituto de Investigación Sanitaria del Principado de Asturias, Instituto Universitario de Oncología del Principado de Asturias (IUOPA), Universidad de Oviedo, Oviedo, Spain
| | - Juan Pablo Rodrigo
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Hospital Universitario Central de Asturias, Instituto de Investigación Sanitaria del Principado de Asturias, Instituto Universitario de Oncología del Principado de Asturias (IUOPA), Universidad de Oviedo, Oviedo, Spain
| | - Juana María García-Pedrero
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Hospital Universitario Central de Asturias, Instituto de Investigación Sanitaria del Principado de Asturias, Instituto Universitario de Oncología del Principado de Asturias (IUOPA), Universidad de Oviedo, Oviedo, Spain
| | - Ruben Pio
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Navarra Health Research Institute, Pamplona, Spain
| | - Luis M Montuenga
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain.,Department of Pathology, Anatomy, and Physiology, School of Medicine and.,Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Navarra Health Research Institute, Pamplona, Spain
| | - Jackeline Agorreta
- Program in Solid Tumors, Center for Applied Medical Research, Pamplona, Spain.,Department of Pathology, Anatomy, and Physiology, School of Medicine and.,Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain.,Navarra Health Research Institute, Pamplona, Spain
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33
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Villalba M, Exposito F, Pajares MJ, Sainz C, Redrado M, Remirez A, Wistuba I, Behrens C, Jantus-Lewintre E, Camps C, Montuenga LM, Pio R, Lozano MD, de Andrea C, Calvo A. TMPRSS4: A Novel Tumor Prognostic Indicator for the Stratification of Stage IA Tumors and a Liquid Biopsy Biomarker for NSCLC Patients. J Clin Med 2019; 8:E2134. [PMID: 31817025 PMCID: PMC6947244 DOI: 10.3390/jcm8122134] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 11/25/2019] [Accepted: 11/28/2019] [Indexed: 12/19/2022] Open
Abstract
Relapse rates in surgically resected non-small-cell lung cancer (NSCLC) patients are between 30% and 45% within five years of diagnosis, which shows the clinical need to identify those patients at high risk of recurrence. The eighth TNM staging system recently refined the classification of NSCLC patients and their associated prognosis, but molecular biomarkers could improve the heterogeneous outcomes found within each stage. Here, using two independent cohorts (MDA and CIMA-CUN) and the eighth TNM classification, we show that TMPRSS4 protein expression is an independent prognostic factor in NSCLC, particularly for patients at stage I: relapse-free survival (RFS) HR, 2.42 (95% CI, 1.47-3.99), p < 0.001; overall survival (OS) HR, 1.99 (95% CI, 1.25-3.16), p = 0.004). In stage IA, high levels of this protein remained associated with worse prognosis (p = 0.002 for RFS and p = 0.001 for OS). As TMPRSS4 expression is epigenetically regulated, methylation status could be used in circulating tumor DNA from liquid biopsies to monitor patients. We developed a digital droplet PCR (ddPCR) method to quantify absolute copy numbers of methylated and unmethylated CpGs within the TMPRSS4 and SHOX2 (as control) promoters in plasma and bronchoalveolar lavage (BAL) samples. In case-control studies, we demonstrated that TMPRSS4 hypomethylation can be used as a diagnostic tool in early stages, with an AUROC of 0.72 (p = 0.008; 91% specificity and 52% sensitivity) for BAL and 0.73 (p = 0.015; 65% specificity and 90% sensitivity) for plasma, in early stages. In conclusion, TMPRSS4 protein expression can be used to stratify patients at high risk of relapse/death in very early stages NSCLC patients. Moreover, analysis of TMPRSS4 methylation status by ddPCR in blood and BAL is feasible and could serve as a non-invasive biomarker to monitor surgically resected patients.
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Affiliation(s)
- Maria Villalba
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.V.); (F.E.); (M.J.P.); (C.S.); (M.R.); (A.R.); (L.M.M.); (R.P.); (C.d.A.)
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, 31008 Pamplona, Spain;
- CIBERONC, ISC-III, 28029 Madrid, Spain; (E.J.-L.); (C.C.)
| | - Francisco Exposito
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.V.); (F.E.); (M.J.P.); (C.S.); (M.R.); (A.R.); (L.M.M.); (R.P.); (C.d.A.)
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, 31008 Pamplona, Spain;
- CIBERONC, ISC-III, 28029 Madrid, Spain; (E.J.-L.); (C.C.)
| | - Maria Jose Pajares
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.V.); (F.E.); (M.J.P.); (C.S.); (M.R.); (A.R.); (L.M.M.); (R.P.); (C.d.A.)
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, 31008 Pamplona, Spain;
- CIBERONC, ISC-III, 28029 Madrid, Spain; (E.J.-L.); (C.C.)
| | - Cristina Sainz
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.V.); (F.E.); (M.J.P.); (C.S.); (M.R.); (A.R.); (L.M.M.); (R.P.); (C.d.A.)
| | - Miriam Redrado
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.V.); (F.E.); (M.J.P.); (C.S.); (M.R.); (A.R.); (L.M.M.); (R.P.); (C.d.A.)
| | - Ana Remirez
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.V.); (F.E.); (M.J.P.); (C.S.); (M.R.); (A.R.); (L.M.M.); (R.P.); (C.d.A.)
| | - Ignacio Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (I.W.); (C.B.)
| | - Carmen Behrens
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (I.W.); (C.B.)
| | - Eloisa Jantus-Lewintre
- CIBERONC, ISC-III, 28029 Madrid, Spain; (E.J.-L.); (C.C.)
- Molecular Oncology Laboratory, FIHGUV & Department of Biotechnology, Universitat Politècnica de València, 46022 Valencia, Spain
| | - Carlos Camps
- CIBERONC, ISC-III, 28029 Madrid, Spain; (E.J.-L.); (C.C.)
- Department of Medicine, Universitat de Valencia, 46022 Valencia, Spain
| | - Luis M. Montuenga
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.V.); (F.E.); (M.J.P.); (C.S.); (M.R.); (A.R.); (L.M.M.); (R.P.); (C.d.A.)
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, 31008 Pamplona, Spain;
- CIBERONC, ISC-III, 28029 Madrid, Spain; (E.J.-L.); (C.C.)
| | - Ruben Pio
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.V.); (F.E.); (M.J.P.); (C.S.); (M.R.); (A.R.); (L.M.M.); (R.P.); (C.d.A.)
- CIBERONC, ISC-III, 28029 Madrid, Spain; (E.J.-L.); (C.C.)
- Department of Biochemistry and Genetics, School of Sciences, University of Navarra, 31008 Pamplona, Spain
| | - Maria Dolores Lozano
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, 31008 Pamplona, Spain;
- Department of Pathology, University of Navarra Clinic, 31008 Pamplona, Spain
| | - Carlos de Andrea
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.V.); (F.E.); (M.J.P.); (C.S.); (M.R.); (A.R.); (L.M.M.); (R.P.); (C.d.A.)
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, 31008 Pamplona, Spain;
- CIBERONC, ISC-III, 28029 Madrid, Spain; (E.J.-L.); (C.C.)
- Department of Pathology, University of Navarra Clinic, 31008 Pamplona, Spain
| | - Alfonso Calvo
- IDISNA and Program in Solid Tumors, Center for Applied Medical Research (CIMA), University of Navarra, 31008 Pamplona, Spain; (M.V.); (F.E.); (M.J.P.); (C.S.); (M.R.); (A.R.); (L.M.M.); (R.P.); (C.d.A.)
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, 31008 Pamplona, Spain;
- CIBERONC, ISC-III, 28029 Madrid, Spain; (E.J.-L.); (C.C.)
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34
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Ikemori R, Gabasa M, Duch P, Vizoso M, Bragado P, Arshakyan M, Luis IC, Marín A, Morán S, Castro M, Fuster G, Gea-Sorli S, Jauset T, Soucek L, Montuenga LM, Esteller M, Monsó E, Peinado VI, Gascon P, Fillat C, Hilberg F, Reguart N, Alcaraz J. Epigenetic SMAD3 Repression in Tumor-Associated Fibroblasts Impairs Fibrosis and Response to the Antifibrotic Drug Nintedanib in Lung Squamous Cell Carcinoma. Cancer Res 2019; 80:276-290. [PMID: 31694906 DOI: 10.1158/0008-5472.can-19-0637] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 09/13/2019] [Accepted: 10/29/2019] [Indexed: 11/16/2022]
Abstract
The tumor-promoting fibrotic stroma rich in tumor-associated fibroblasts (TAF) is drawing increased therapeutic attention. Intriguingly, a trial with the antifibrotic drug nintedanib in non-small cell lung cancer reported clinical benefits in adenocarcinoma (ADC) but not squamous cell carcinoma (SCC), even though the stroma is fibrotic in both histotypes. Likewise, we reported that nintedanib inhibited the tumor-promoting fibrotic phenotype of TAFs selectively in ADC. Here we show that tumor fibrosis is actually higher in ADC-TAFs than SCC-TAFs in vitro and patient samples. Mechanistically, the reduced fibrosis and nintedanib response of SCC-TAFs was associated with increased promoter methylation of the profibrotic TGFβ transcription factor SMAD3 compared with ADC-TAFs, which elicited a compensatory increase in TGFβ1/SMAD2 activation. Consistently, forcing global DNA demethylation of SCC-TAFs with 5-AZA rescued TGFβ1/SMAD3 activation, whereas genetic downregulation of SMAD3 in ADC-TAFs and control fibroblasts increased TGFβ1/SMAD2 activation, and reduced their fibrotic phenotype and antitumor responses to nintedanib in vitro and in vivo. Our results also support that smoking and/or the anatomic location of SCC in the proximal airways, which are more exposed to cigarette smoke particles, may prime SCC-TAFs to stronger SMAD3 epigenetic repression, because cigarette smoke condensate selectively increased SMAD3 promoter methylation. Our results unveil that the histotype-specific regulation of tumor fibrosis in lung cancer is mediated through differential SMAD3 promoter methylation in TAFs and provide new mechanistic insights on the selective poor response of SCC-TAFs to nintedanib. Moreover, our findings support that patients with ADC may be more responsive to antifibrotic drugs targeting their stromal TGFβ1/SMAD3 activation. SIGNIFICANCE: This study implicates the selective epigenetic repression of SMAD3 in SCC-TAFs in the clinical failure of nintedanib in SCC and supports that patients with ADC may benefit from antifibrotic drugs targeting stromal TGFβ1/SMAD3.
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Affiliation(s)
- Rafael Ikemori
- Unit of Biophysics and Bioengineering, Department of Biomedicine, School of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain
| | - Marta Gabasa
- Unit of Biophysics and Bioengineering, Department of Biomedicine, School of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain
| | - Paula Duch
- Unit of Biophysics and Bioengineering, Department of Biomedicine, School of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain
| | - Miguel Vizoso
- Division of Molecular Pathology, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Paloma Bragado
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Department of Medicine, School of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain
| | - Marselina Arshakyan
- Unit of Biophysics and Bioengineering, Department of Biomedicine, School of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain
| | - Iuliana-Cristiana Luis
- Unit of Biophysics and Bioengineering, Department of Biomedicine, School of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain
| | - Albert Marín
- Unit of Biophysics and Bioengineering, Department of Biomedicine, School of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain
| | - Sebastian Morán
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Spain
| | - Manuel Castro
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Spain
| | - Gemma Fuster
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Department of Medicine, School of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain
| | - Sabrina Gea-Sorli
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Barcelona, Spain
| | - Toni Jauset
- Vall d'Hebron Institute of Oncology (VHIO), Edifici Cellex, Hospital Vall d'Hebrón, Barcelona, Spain
| | - Laura Soucek
- Vall d'Hebron Institute of Oncology (VHIO), Edifici Cellex, Hospital Vall d'Hebrón, Barcelona, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.,Department of Biochemistry and Molecular Biology, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Luis M Montuenga
- Program in Solid Tumors, Center for Applied Medical Research Institution (CIMA), University of Navarra, Pamplona, Spain.,Centro de Investigación Biomedica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Manel Esteller
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.,Centro de Investigación Biomedica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain.,Physiological Sciences Department, School of Medicine and Health Sciences, Universitat de Barcelona, Hospitalet de Llobregat, Barcelona, Spain
| | - Eduard Monsó
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.,Respiratory Medicine, Hospital Universitari Parc Taulí, Sabadell, Spain
| | - Victor Ivo Peinado
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Pere Gascon
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Department of Medicine, School of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain.,Medical Oncology Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Cristina Fillat
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Department of Medicine, School of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Barcelona, Spain
| | - Frank Hilberg
- Boehringer Ingelheim Austria RCV GmbH & Co KG, Vienna, Austria
| | - Noemí Reguart
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Medical Oncology Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Jordi Alcaraz
- Unit of Biophysics and Bioengineering, Department of Biomedicine, School of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain. .,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.,Institute for Bioengineering of Catalonia (IBEC), The Barcelona Institute for Science and Technology (BIST), Barcelona, Spain
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35
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Hermida-Prado F, Granda-Díaz R, del-Río-Ibisate N, Villaronga MÁ, Allonca E, Garmendia I, Montuenga LM, Rodríguez R, Vallina A, Alvarez-Marcos C, Rodrigo JP, García-Pedrero JM. The Differential Impact of SRC Expression on the Prognosis of Patients with Head and Neck Squamous Cell Carcinoma. Cancers (Basel) 2019; 11:cancers11111644. [PMID: 31731442 PMCID: PMC6896085 DOI: 10.3390/cancers11111644] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 10/21/2019] [Accepted: 10/23/2019] [Indexed: 02/07/2023] Open
Abstract
Aberrant SRC expression and activation is frequently detected in multiple cancers, and hence, targeting SRC has emerged as a promising therapeutic strategy. Different SRC inhibitors have demonstrated potent anti-tumor activity in preclinical models, although they largely lack clinical efficacy as monotherapy in late-stage solid tumors, including head and neck squamous cell carcinomas (HNSCC). Adequate selection and stratification of patients who may respond to and benefit from anti-SRC therapies is therefore needed to guide clinical trials and treatment efficacy. This study investigates the prognostic significance of active SRC expression in a homogeneous cohort of 122 human papillomavirus (HPV)-negative, surgically treated HNSCC patients. Immunohistochemical evaluation of the active form of SRC by means of anti-SRC Clone 28 monoclonal antibody was specifically performed and subsequently correlated with clinical data. The expression of p-SRC (Tyr419), total SRC, and downstream SRC effectors was also analyzed. Our results uncovered striking differences in the prognostic relevance of SRC expression in HNSCC patients depending on the tumor site. Active SRC expression was found to significantly associate with advanced disease stages, presence of lymph node metastasis, and tumor recurrences in patients with laryngeal tumors, but not in the pharyngeal subgroup. Multivariate Cox analysis further revealed active SRC expression as an independent predictor of cancer-specific mortality in patients with laryngeal carcinomas. Concordantly, expression of p-SRC (Tyr419) and the SRC substrates focal adhesion kinase (FAK) and the Arf GTPase-activating protein ASAP1 also showed specific associations with poor prognosis in the larynx. These findings could have important implications in ongoing Src family kinase (SFK)-based clinical trials, as these new criteria could help to improve patient selection and develop biomarker-stratified trials.
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Affiliation(s)
- Francisco Hermida-Prado
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain; (F.H.-P.); (R.G.-D.); (N.d.-R.-I.); (M.Á.V.); (E.A.); (R.R.); (C.A.-M.)
- Ciber de Cáncer, CIBERONC, Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
| | - Rocío Granda-Díaz
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain; (F.H.-P.); (R.G.-D.); (N.d.-R.-I.); (M.Á.V.); (E.A.); (R.R.); (C.A.-M.)
- Ciber de Cáncer, CIBERONC, Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
| | - Nagore del-Río-Ibisate
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain; (F.H.-P.); (R.G.-D.); (N.d.-R.-I.); (M.Á.V.); (E.A.); (R.R.); (C.A.-M.)
- Ciber de Cáncer, CIBERONC, Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
| | - M. Ángeles Villaronga
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain; (F.H.-P.); (R.G.-D.); (N.d.-R.-I.); (M.Á.V.); (E.A.); (R.R.); (C.A.-M.)
- Ciber de Cáncer, CIBERONC, Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
| | - Eva Allonca
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain; (F.H.-P.); (R.G.-D.); (N.d.-R.-I.); (M.Á.V.); (E.A.); (R.R.); (C.A.-M.)
- Ciber de Cáncer, CIBERONC, Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
| | - Irati Garmendia
- Program in Solid Tumors, Center for Applied Medical Research (CIMA); Department of Pathology, Anatomy and Physiology, University of Navarra, and Navarra’s Health Research Institute (IDISNA), 31008 Pamplona, Spain;
| | - Luis M. Montuenga
- Ciber de Cáncer, CIBERONC, Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
- Program in Solid Tumors, Center for Applied Medical Research (CIMA); Department of Pathology, Anatomy and Physiology, University of Navarra, and Navarra’s Health Research Institute (IDISNA), 31008 Pamplona, Spain;
| | - René Rodríguez
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain; (F.H.-P.); (R.G.-D.); (N.d.-R.-I.); (M.Á.V.); (E.A.); (R.R.); (C.A.-M.)
- Ciber de Cáncer, CIBERONC, Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
| | - Aitana Vallina
- Department of Pathology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain;
| | - César Alvarez-Marcos
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain; (F.H.-P.); (R.G.-D.); (N.d.-R.-I.); (M.Á.V.); (E.A.); (R.R.); (C.A.-M.)
- Ciber de Cáncer, CIBERONC, Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
| | - Juan P. Rodrigo
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain; (F.H.-P.); (R.G.-D.); (N.d.-R.-I.); (M.Á.V.); (E.A.); (R.R.); (C.A.-M.)
- Ciber de Cáncer, CIBERONC, Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
- Correspondence: (J.P.R.); (J.M.G.-P.)
| | - Juana M. García-Pedrero
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain; (F.H.-P.); (R.G.-D.); (N.d.-R.-I.); (M.Á.V.); (E.A.); (R.R.); (C.A.-M.)
- Ciber de Cáncer, CIBERONC, Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain;
- Correspondence: (J.P.R.); (J.M.G.-P.)
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Ajona D, Zandueta C, Corrales L, Moreno H, Pajares MJ, Ortiz-Espinosa S, Martínez-Terroba E, Perurena N, de Miguel FJ, Jantus-Lewintre E, Camps C, Vicent S, Agorreta J, Montuenga LM, Pio R, Lecanda F. Blockade of the Complement C5a/C5aR1 Axis Impairs Lung Cancer Bone Metastasis by CXCL16-mediated Effects. Am J Respir Crit Care Med 2019; 197:1164-1176. [PMID: 29327939 DOI: 10.1164/rccm.201703-0660oc] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
RATIONALE C5aR1 (CD88), a receptor for complement anaphylatoxin C5a, is a potent immune mediator. Its impact on malignant growth and dissemination of non-small cell lung cancer cells is poorly understood. OBJECTIVES To investigate the contribution of the C5a/C5aR1 axis to the malignant phenotype of non-small cell lung cancer cells, particularly in skeletal colonization, a preferential lung metastasis site. METHODS Association between C5aR1 expression and clinical outcome was assessed in silico and validated by immunohistochemistry. Functional significance was evaluated by lentiviral gene silencing and ligand l-aptamer inhibition in in vivo models of lung cancer bone metastasis. In vitro functional assays for signaling, migration, invasion, metalloprotease activity, and osteoclastogenesis were also performed. MEASUREMENTS AND MAIN RESULTS High levels of C5aR1 in human lung tumors were significantly associated with shorter recurrence-free survival, overall survival, and bone metastasis. Silencing of C5aR1 in lung cancer cells led to a substantial reduction in skeletal metastatic burden and osteolysis in in vivo models. Furthermore, metalloproteolytic, migratory, and invasive tumor cell activities were modulated in vitro by C5aR1 stimulation or gene silencing. l-Aptamer blockade or C5aR1 silencing significantly reduced the osseous metastatic activity of lung cancer cells in vivo. This effect was associated with decreased osteoclastogenic activity in vitro and was rescued by the exogenous addition of the chemokine CXCL16. CONCLUSIONS Disruption of C5aR1 signaling in lung cancer cells abrogates their tumor-associated osteoclastogenic activity, impairing osseous colonization. This study unveils the role played by the C5a/C5aR1 axis in lung cancer dissemination and supports its potential use as a novel therapeutic target.
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Affiliation(s)
- Daniel Ajona
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,2 IdiSNA (Navarra Institute for Health Research), Pamplona, Spain.,3 CIBERONC (Centro de Investigación Biomédica en Red de Cáncer), Spain.,4 Department of Biochemistry and Genetics, School of Sciences, and
| | - Carolina Zandueta
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,2 IdiSNA (Navarra Institute for Health Research), Pamplona, Spain.,3 CIBERONC (Centro de Investigación Biomédica en Red de Cáncer), Spain
| | - Leticia Corrales
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain
| | - Haritz Moreno
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,2 IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - María J Pajares
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,2 IdiSNA (Navarra Institute for Health Research), Pamplona, Spain.,3 CIBERONC (Centro de Investigación Biomédica en Red de Cáncer), Spain.,5 Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Sergio Ortiz-Espinosa
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,3 CIBERONC (Centro de Investigación Biomédica en Red de Cáncer), Spain.,4 Department of Biochemistry and Genetics, School of Sciences, and
| | - Elena Martínez-Terroba
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,5 Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Naiara Perurena
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain
| | - Fernando J de Miguel
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,4 Department of Biochemistry and Genetics, School of Sciences, and
| | - Eloisa Jantus-Lewintre
- 3 CIBERONC (Centro de Investigación Biomédica en Red de Cáncer), Spain.,6 Molecular Oncology Laboratory, Fundación Investigación, Hospital General Universitario de Valencia, Valencia, Spain.,7 Department of Biotechnology, Universitat Politècnica de València, Valencia, Spain
| | - Carlos Camps
- 3 CIBERONC (Centro de Investigación Biomédica en Red de Cáncer), Spain.,6 Molecular Oncology Laboratory, Fundación Investigación, Hospital General Universitario de Valencia, Valencia, Spain.,8 Department of Medical Oncology, Hospital General Universitario de Valencia, Valencia, Spain; and.,9 Department of Medicine, Universitat de València, Valencia, Spain
| | - Silvestre Vicent
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,2 IdiSNA (Navarra Institute for Health Research), Pamplona, Spain.,3 CIBERONC (Centro de Investigación Biomédica en Red de Cáncer), Spain.,5 Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Jackeline Agorreta
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,2 IdiSNA (Navarra Institute for Health Research), Pamplona, Spain.,3 CIBERONC (Centro de Investigación Biomédica en Red de Cáncer), Spain.,5 Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Luis M Montuenga
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,2 IdiSNA (Navarra Institute for Health Research), Pamplona, Spain.,3 CIBERONC (Centro de Investigación Biomédica en Red de Cáncer), Spain.,5 Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Ruben Pio
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,2 IdiSNA (Navarra Institute for Health Research), Pamplona, Spain.,3 CIBERONC (Centro de Investigación Biomédica en Red de Cáncer), Spain.,4 Department of Biochemistry and Genetics, School of Sciences, and
| | - Fernando Lecanda
- 1 Center for Applied Medical Research, Program in Solid Tumors and Biomarkers, Pamplona, Spain.,2 IdiSNA (Navarra Institute for Health Research), Pamplona, Spain.,3 CIBERONC (Centro de Investigación Biomédica en Red de Cáncer), Spain.,5 Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain
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37
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Hermida-Prado F, Villaronga MÁ, Granda-Díaz R, Del-Río-Ibisate N, Santos L, Hermosilla MA, Oro P, Allonca E, Agorreta J, Garmendia I, Tornín J, Perez-Escuredo J, Fuente R, Montuenga LM, Morís F, Rodrigo JP, Rodríguez R, García-Pedrero JM. The SRC Inhibitor Dasatinib Induces Stem Cell-Like Properties in Head and Neck Cancer Cells that are Effectively Counteracted by the Mithralog EC-8042. J Clin Med 2019; 8:jcm8081157. [PMID: 31382448 PMCID: PMC6722627 DOI: 10.3390/jcm8081157] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 07/31/2019] [Indexed: 12/19/2022] Open
Abstract
The frequent dysregulation of SRC family kinases (SFK) in multiple cancers prompted various inhibitors to be actively tested in preclinical and clinical trials. Disappointingly, dasatinib and saracatinib failed to demonstrate monotherapeutic efficacy in patients with head and neck squamous cell carcinomas (HNSCC). Deeper functional and mechanistic knowledge of the actions of these drugs is therefore needed to improve clinical outcome and to develop more efficient combinational strategies. Even though the SFK inhibitors dasatinib and saracatinib robustly blocked cell migration and invasion in HNSCC cell lines, this study unveils undesirable stem cell-promoting functions that could explain the lack of clinical efficacy in HNSCC patients. These deleterious effects were targeted by the mithramycin analog EC-8042 that efficiently eliminated cancer stem cells (CSC)-enriched tumorsphere cultures as well as tumor bulk cells and demonstrated potent antitumor activity in vivo. Furthermore, combination treatment of dasatinib with EC-8042 provided favorable complementary anti-proliferative, anti-invasive, and anti-CSC functions without any noticeable adverse interactions of both agents. These findings strongly support combinational strategies with EC-8042 for clinical testing in HNSCC patients. These data may have implications on ongoing dasatinib-based trials.
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Affiliation(s)
- Francisco Hermida-Prado
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias; Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain
- Ciber de Cáncer, CIBERONC, 28029 Madrid, Spain
| | - M Ángeles Villaronga
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias; Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain
- Ciber de Cáncer, CIBERONC, 28029 Madrid, Spain
| | - Rocío Granda-Díaz
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias; Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain
- Ciber de Cáncer, CIBERONC, 28029 Madrid, Spain
| | - Nagore Del-Río-Ibisate
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias; Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain
- Ciber de Cáncer, CIBERONC, 28029 Madrid, Spain
| | - Laura Santos
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias; Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain
| | | | - Patricia Oro
- EntreChem SL, Vivero Ciencias de la Salud, 33011 Oviedo, Spain
| | - Eva Allonca
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias; Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain
- Ciber de Cáncer, CIBERONC, 28029 Madrid, Spain
| | - Jackeline Agorreta
- Ciber de Cáncer, CIBERONC, 28029 Madrid, Spain
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), Department of Pathology, Anatomy and Physiology, University of Navarra, and Navarra's Health Research Institute (IDISNA), 31008 Pamplona, Spain
| | - Irati Garmendia
- Ciber de Cáncer, CIBERONC, 28029 Madrid, Spain
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), Department of Pathology, Anatomy and Physiology, University of Navarra, and Navarra's Health Research Institute (IDISNA), 31008 Pamplona, Spain
| | - Juan Tornín
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias; Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain
| | | | - Rocío Fuente
- Division of Pediatrics, Department of Medicine, Faculty of Medicine, University of Oviedo, 33006 Oviedo, Spain
| | - Luis M Montuenga
- Ciber de Cáncer, CIBERONC, 28029 Madrid, Spain
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), Department of Pathology, Anatomy and Physiology, University of Navarra, and Navarra's Health Research Institute (IDISNA), 31008 Pamplona, Spain
| | - Francisco Morís
- EntreChem SL, Vivero Ciencias de la Salud, 33011 Oviedo, Spain
| | - Juan P Rodrigo
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias; Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain
- Ciber de Cáncer, CIBERONC, 28029 Madrid, Spain
| | - René Rodríguez
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias; Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain.
- Ciber de Cáncer, CIBERONC, 28029 Madrid, Spain.
| | - Juana M García-Pedrero
- Department of Otolaryngology, Hospital Universitario Central de Asturias and Instituto de Investigación Sanitaria del Principado de Asturias; Instituto Universitario de Oncología del Principado de Asturias, University of Oviedo, 33011 Oviedo, Spain.
- Ciber de Cáncer, CIBERONC, 28029 Madrid, Spain.
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38
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Exposito F, Villalba M, Redrado M, de Aberasturi AL, Cirauqui C, Redin E, Guruceaga E, de Andrea C, Vicent S, Ajona D, Montuenga LM, Pio R, Calvo A. Targeting of TMPRSS4 sensitizes lung cancer cells to chemotherapy by impairing the proliferation machinery. Cancer Lett 2019; 453:21-33. [DOI: 10.1016/j.canlet.2019.03.013] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 03/07/2019] [Accepted: 03/18/2019] [Indexed: 01/27/2023]
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39
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Perez-Gracia JL, Pita G, Segura V, Pajares MJ, Fusco JP, Andueza MP, Sanchez-Bayona R, Guruceaga E, Mora MI, Gurpide A, de Torres Tajes JP, Zulueta J, Pio Oses R, Melero Bermejo I, Sanmamed MF, Rodriguez-Ruiz ME, De Andrea CE, Montuenga LM, Gonzalez-Neira A, Patiño-García A. Whole exome sequencing of germline DNA of individuals presenting extreme phenotypes of high and low risk to develop tobacco-induced lung adenocarcinoma (LUAD) according to KRAS status. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.1540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
1540 Background: Individual susceptibility to carcinogens may depend on the genetic background. We characterized the constitutional exome of individuals presenting extreme phenotypes of high sensitivity and resistance to develop tobacco induced LUAD, correlating the results to KRAS status. Methods: From an identification cohort (n=3,631) we selected 100 caucasian heavy smokers that either developed LUAD at early age (cancer cohort, n=50) or did not develop LUAD or other tumors at advanced age (cancer free cohort, n=50). We sequenced their germline DNA with the Agilent Human Exome Capture v5 (21,522 genes, 357,999 exons). Using logistic regression we selected the most significant variants between both cohorts and correlated them with KRAS mutation status of LUAD patients. Results: mean ages for the cancer and cancer free cohorts were 50 (range 34-55) and 78 years (72-90). Mean tobacco consumptions were 44 (range 6-72) and 55 pack-years (20-124). Median coverage was 96% at >10X; median depth was 97X. Table shows the most significant variants. rs7240666 ( ALPK2) achieved top significance (p=8.14x10-5, OR 0.18). rs78898229 ( ANKRD36C) and rs74866537 ( PTPN4) were predominantly represented in patients with KRAS+ tumors, OR: 16 (3.3-78) and 11.9 (3.3-43); and rs12426243 (CCDC41) in KRAS- tumors (OR: 13 (3-53). Conclusions: Our study characterizes for the first time the genotype of individuals presenting extreme phenotypes of high and low risk to develop tobacco-induced LUAD according to KRAS status. Our results warrants further study to assess their value to screen these clinically relevant phenotypes; and to identify mechanisms of high susceptibility and resistance to carcinogens. [Table: see text]
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Affiliation(s)
| | - Guillermo Pita
- Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Victor Segura
- IDISNA and Bioinformatics Unit, CIMA, Universidad de Navarra, Pamplona, Spain
| | - Maria Jose Pajares
- Program in Solid Tumors and Biomarkers, CIMA, Universidad de Navarra, Pamplona, Spain
| | - Juan Pablo Fusco
- Department of Oncology. Clinica Universidad de Navarra., Pamplona, Spain
| | | | | | | | - Maria Isabel Mora
- Pediatrics and CIMA LAB Diagnostics, Clinica Universidad de Navarra, Pamplona, Spain
| | - Alfonso Gurpide
- Department of Oncology, Clinica Universidad de Navarra, Pamplona, Spain
| | | | - Javier Zulueta
- Department of Pneumology. Clínica Universidad de Navarra, Pamplona, Spain
| | | | - Ignacio Melero Bermejo
- CIMA, CUN, University Navarra, Centro de Investigación Biomédica en Red de Oncología (CIBERONC), Pamplona, Spain
| | | | - Maria E. Rodriguez-Ruiz
- CIMA, CUN, University Navarra, Centro de Investigación Biomédica en Red de Oncología (CIBERONC), Madrid, Spain
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40
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Seijo LM, Peled N, Ajona D, Boeri M, Field JK, Sozzi G, Pio R, Zulueta JJ, Spira A, Massion PP, Mazzone PJ, Montuenga LM. Biomarkers in Lung Cancer Screening: Achievements, Promises, and Challenges. J Thorac Oncol 2018; 14:343-357. [PMID: 30529598 DOI: 10.1016/j.jtho.2018.11.023] [Citation(s) in RCA: 267] [Impact Index Per Article: 44.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 11/20/2018] [Accepted: 11/26/2018] [Indexed: 12/12/2022]
Abstract
The present review is an update of the research and development efforts regarding the use of molecular biomarkers in the lung cancer screening setting. The two main unmet clinical needs, namely, the refinement of risk to improve the selection of individuals undergoing screening and the characterization of undetermined nodules found during the computed tomography-based screening process are the object of the biomarkers described in the present review. We first propose some principles to optimize lung cancer biomarker discovery projects. Then, we summarize the discovery and developmental status of currently promising molecular candidates, such as autoantibodies, complement fragments, microRNAs, circulating tumor DNA, DNA methylation, blood protein profiling, or RNA airway or nasal signatures. We also mention other emerging biomarkers or new technologies to follow, such as exhaled breath biomarkers, metabolomics, sputum cell imaging, genetic predisposition studies, and the integration of next-generation sequencing into study of circulating DNA. We also underline the importance of integrating different molecular technologies together with imaging, radiomics, and artificial intelligence. We list a number of completed, ongoing, or planned trials to show the clinical utility of molecular biomarkers. Finally, we comment on future research challenges in the field of biomarkers in the context of lung cancer screening and propose a design of a trial to test the clinical utility of one or several candidate biomarkers.
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Affiliation(s)
- Luis M Seijo
- Clinica Universidad de Navarra, Madrid, Spain; CIBERES, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias, Madrid, Spain
| | - Nir Peled
- Oncology Division, The Legacy Heritage Oncology Center and Dr. Larry Norton Institute, Soroka Medical Center and Ben-Gurion University, Beer-Sheva, Israel
| | - Daniel Ajona
- Solid Tumors Program, Centro de Investigación Médica Aplicada, Pamplona, Spain; Navarra Institute for Health Research, Pamplona, Spain; CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain; Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Mattia Boeri
- Department of Experimental Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - John K Field
- The Roy Castle Lung Cancer Research Programme, Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Gabriella Sozzi
- Department of Experimental Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Ruben Pio
- Solid Tumors Program, Centro de Investigación Médica Aplicada, Pamplona, Spain; Navarra Institute for Health Research, Pamplona, Spain; CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain; Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Javier J Zulueta
- Department of Pulmonology, Clinica Universidad de Navarra, Pamplona, Spain; Visiongate Inc., Phoenix, Arizona
| | - Avrum Spira
- Boston University School of Medicine, Boston, Massachusetts
| | | | | | - Luis M Montuenga
- Solid Tumors Program, Centro de Investigación Médica Aplicada, Pamplona, Spain; Navarra Institute for Health Research, Pamplona, Spain; CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain; Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.
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41
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Martínez-Terroba E, Ezponda T, Bértolo C, Sainz C, Remírez A, Agorreta J, Garmendia I, Behrens C, Pio R, Wistuba II, Montuenga LM, Pajares MJ. The oncogenic RNA-binding protein SRSF1 regulates LIG1 in non-small cell lung cancer. J Transl Med 2018; 98:1562-1574. [PMID: 30181552 DOI: 10.1038/s41374-018-0128-2] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Revised: 07/16/2018] [Accepted: 08/03/2018] [Indexed: 01/22/2023] Open
Abstract
In recent years, the relevance of RNA metabolism has been increasingly recognized in a variety of diseases. Modifications in the levels of RNA-binding proteins elicit changes in the expression of cancer-related genes. Here we evaluate whether SRSF1 regulates the expression of DNA repair genes, and whether this regulation has a relevant role in lung carcinogenesis. An in silico analysis was performed to evaluate the association between the expression of SRSF1 and DNA repair genes. In vitro functional analyses were conducted in SRSF1 or DNA ligase 1 (LIG1)-downregulated non-small cell lung cancer (NSCLC) cell lines. In addition, the prognostic value of LIG1 was evaluated in NSCLC patients by immunohistochemistry. We found a significant correlation between the DNA repair gene LIG1 and SRSF1 in NSCLC cell lines. Moreover, SRSF1 binds to LIG1 mRNA and regulates its expression by increasing its mRNA stability and enhancing its translation in an mTOR-dependent manner. Furthermore, siRNA-mediated LIG1 inhibition reduced proliferation and increased apoptosis of NSCLC cells. Finally, the expression of LIG1 was an independent prognostic factor for NSCLC, as confirmed in a series of 210 patients. These results show that LIG1 is regulated by the oncoprotein SRSF1 and plays a relevant role in lung cancer cell proliferation and progression. LIG1 is associated with poor prognosis in non-small lung cancer patients.
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Affiliation(s)
- Elena Martínez-Terroba
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Teresa Ezponda
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Cristina Bértolo
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Cristina Sainz
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Ana Remírez
- Program in Solid Tumors, CIMA, Pamplona, Spain
| | - Jackeline Agorreta
- Program in Solid Tumors, CIMA, Pamplona, Spain. .,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain. .,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain. .,Navarra's Health Research Institute (IDISNA), Pamplona, Spain.
| | - Irati Garmendia
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Carmen Behrens
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Ruben Pio
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra's Health Research Institute (IDISNA), Pamplona, Spain.,Department of Biochemistry and Genetics, School of Science, University of Navarra, Pamplona, Spain
| | - Ignacio I Wistuba
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA.,Department of Translational Molecular Pathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Luis M Montuenga
- Program in Solid Tumors, CIMA, Pamplona, Spain. .,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain. .,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain. .,Navarra's Health Research Institute (IDISNA), Pamplona, Spain.
| | - María J Pajares
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Navarra's Health Research Institute (IDISNA), Pamplona, Spain
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Martínez-Terroba E, Behrens C, Agorreta J, Monsó E, Millares L, Felip E, Rosell R, Ramirez JL, Remirez A, Torre W, Gil-Bazo I, Idoate MA, de-Torres JP, Pio R, Wistuba II, Pajares MJ, Montuenga LM. 5 protein-based signature for resectable lung squamous cell carcinoma improves the prognostic performance of the TNM staging. Thorax 2018; 74:371-379. [PMID: 30472670 DOI: 10.1136/thoraxjnl-2018-212194] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 10/31/2018] [Accepted: 11/05/2018] [Indexed: 12/19/2022]
Abstract
INTRODUCTION Prognostic biomarkers have been very elusive in the lung squamous cell carcinoma (SCC) and none is currently being used in the clinical setting. We aimed to identify and validate the clinical utility of a protein-based prognostic signature to stratify patients with early lung SCC according to their risk of recurrence or death. METHODS Patients were staged following the new International Association for the Study of Lung Cancer (IASLC) staging criteria (eighth edition, 2018). Three independent retrospective cohorts of 117, 96 and 105 patients with lung SCC were analysed to develop and validate a prognostic signature based on immunohistochemistry for five proteins. RESULTS We identified a five protein-based signature whose prognostic index (PI) was an independent and significant predictor of disease-free survival (DFS) (p<0.001; HR=4.06, 95% CI 2.18 to 7.56) and overall survival (OS) (p=0.004; HR=2.38, 95% CI 1.32 to 4.31). The prognostic capability of PI was confirmed in an external multi-institutional cohort for DFS (p=0.042; HR=2.01, 95% CI 1.03 to 3.94) and for OS (p=0.031; HR=2.29, 95% CI 1.08 to 4.86). Moreover, PI added complementary information to the newly established IASLC TNM 8th edition staging system. A combined prognostic model including both molecular and anatomical (TNM) criteria improved the risk stratification in both cohorts (p<0.05). CONCLUSION We have identified and validated a clinically feasible protein-based prognostic model that complements the updated TNM system allowing more accurate risk stratification. This signature may be used as an advantageous tool to improve the clinical management of the patients, allowing the reduction of lung SCC mortality through a more accurate knowledge of the patient's potential outcome.
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Affiliation(s)
- Elena Martínez-Terroba
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Carmen Behrens
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jackeline Agorreta
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Eduard Monsó
- Neumology Service, Parc Taulí Universitary Hospital, Sabadell, Spain.,CIBER de Enfermedades Respiratorias-CIBERES, Instituto de Salud Carlos III, Madrid, Spain
| | - Laura Millares
- Neumology Service, Parc Taulí Universitary Hospital, Sabadell, Spain.,CIBER de Enfermedades Respiratorias-CIBERES, Instituto de Salud Carlos III, Madrid, Spain
| | - Enriqueta Felip
- Vall d'Hebron University Hospital, Institute of Oncology, Barcelona, Spain
| | - Rafael Rosell
- Catalan Institute of Oncology, Hospital Germans Trias i Pujol, Badalona, Spain
| | - José Luis Ramirez
- Catalan Institute of Oncology, Hospital Germans Trias i Pujol, Badalona, Spain
| | - Ana Remirez
- Program in Solid Tumors, CIMA, Pamplona, Spain
| | - Wenceslao Torre
- Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Department of Thoracic Surgery, Clínica Universidad de Navarra, Pamplona, Spain
| | - Ignacio Gil-Bazo
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Oncology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Miguel A Idoate
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Pathology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Juan P de-Torres
- Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Neumology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Ruben Pio
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Ignacio I Wistuba
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.,Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - María J Pajares
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Luis M Montuenga
- Program in Solid Tumors, CIMA, Pamplona, Spain.,Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
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Romero JP, Ortiz-Estévez M, Muniategui A, Carrancio S, de Miguel FJ, Carazo F, Montuenga LM, Loos R, Pío R, Trotter MWB, Rubio A. Comparison of RNA-seq and microarray platforms for splice event detection using a cross-platform algorithm. BMC Genomics 2018; 19:703. [PMID: 30253752 PMCID: PMC6156849 DOI: 10.1186/s12864-018-5082-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Accepted: 09/17/2018] [Indexed: 12/13/2022] Open
Abstract
Background RNA-seq is a reference technology for determining alternative splicing at genome-wide level. Exon arrays remain widely used for the analysis of gene expression, but show poor validation rate with regard to splicing events. Commercial arrays that include probes within exon junctions have been developed in order to overcome this problem. We compare the performance of RNA-seq (Illumina HiSeq) and junction arrays (Affymetrix Human Transcriptome array) for the analysis of transcript splicing events. Three different breast cancer cell lines were treated with CX-4945, a drug that severely affects splicing. To enable a direct comparison of the two platforms, we adapted EventPointer, an algorithm that detects and labels alternative splicing events using junction arrays, to work also on RNA-seq data. Common results and discrepancies between the technologies were validated and/or resolved by over 200 PCR experiments. Results As might be expected, RNA-seq appears superior in cases where the technologies disagree and is able to discover novel splicing events beyond the limitations of physical probe-sets. We observe a high degree of coherence between the two technologies, however, with correlation of EventPointer results over 0.90. Through decimation, the detection power of the junction arrays is equivalent to RNA-seq with up to 60 million reads. Conclusions Our results suggest, therefore, that exon-junction arrays are a viable alternative to RNA-seq for detection of alternative splicing events when focusing on well-described transcriptional regions. Electronic supplementary material The online version of this article (10.1186/s12864-018-5082-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Juan P Romero
- CEIT and Tecnun, University of Navarra, Parque Tecnológico de San Sebastián, Paseo Mikeletegi 48, 20009, San Sebastián, Gipuzkoa, Spain
| | - María Ortiz-Estévez
- Celgene Institute for Translational Research Europe, Celgene Corporation, Parque Científico y Tecnológico Cartuja 93, Centro de Empresas Pabellón de Italia, Isaac Newton, 4, E-41092, Seville, Spain
| | - Ander Muniategui
- CEIT and Tecnun, University of Navarra, Parque Tecnológico de San Sebastián, Paseo Mikeletegi 48, 20009, San Sebastián, Gipuzkoa, Spain
| | - Soraya Carrancio
- Celgene Institute for Translational Research Europe, Celgene Corporation, Parque Científico y Tecnológico Cartuja 93, Centro de Empresas Pabellón de Italia, Isaac Newton, 4, E-41092, Seville, Spain
| | - Fernando J de Miguel
- Program in Solid Tumors and Biomarkers, CIMA, University of Navarra, Avda. Pío XII, 55, E-31008, Pamplona, Navarra, Spain
| | - Fernando Carazo
- CEIT and Tecnun, University of Navarra, Parque Tecnológico de San Sebastián, Paseo Mikeletegi 48, 20009, San Sebastián, Gipuzkoa, Spain
| | - Luis M Montuenga
- Program in Solid Tumors and Biomarkers, CIMA, University of Navarra, Avda. Pío XII, 55, E-31008, Pamplona, Navarra, Spain.,Department of Histology and Pathology, University of Navarra, Campus Universitario, 31009, Pamplona, Navarra, Spain.,IdiSNA, Navarra Institute for Health Research, Recinto de Complejo Hospitalario de Navarra, Irunlarrea 3, 31008, Pamplona, Navarra, Spain.,CIBERONC, Centro de Investigación Biomédica en Red, Instituto de Salud Carlos III, Calle Monforte de Lemos 3-5, Pabellón 11. Planta 0, 28029, Madrid, Spain
| | - Remco Loos
- Celgene Institute for Translational Research Europe, Celgene Corporation, Parque Científico y Tecnológico Cartuja 93, Centro de Empresas Pabellón de Italia, Isaac Newton, 4, E-41092, Seville, Spain
| | - Rubén Pío
- Program in Solid Tumors and Biomarkers, CIMA, University of Navarra, Avda. Pío XII, 55, E-31008, Pamplona, Navarra, Spain.,IdiSNA, Navarra Institute for Health Research, Recinto de Complejo Hospitalario de Navarra, Irunlarrea 3, 31008, Pamplona, Navarra, Spain.,Department of Biochemistry and Genetics, University of Navarra, Campus Universitario, 31009, Pamplona, Navarra, Spain.,CIBERONC, Centro de Investigación Biomédica en Red, Instituto de Salud Carlos III, Calle Monforte de Lemos 3-5, Pabellón 11. Planta 0, 28029, Madrid, Spain
| | - Matthew W B Trotter
- Celgene Institute for Translational Research Europe, Celgene Corporation, Parque Científico y Tecnológico Cartuja 93, Centro de Empresas Pabellón de Italia, Isaac Newton, 4, E-41092, Seville, Spain
| | - Angel Rubio
- CEIT and Tecnun, University of Navarra, Parque Tecnológico de San Sebastián, Paseo Mikeletegi 48, 20009, San Sebastián, Gipuzkoa, Spain.
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Etxeberria I, Teijeira A, Montuenga LM, Berraondo P, Melero I. Epistatic Oncogenic Interactions Determine Cancer Susceptibility to Immunotherapy. Cancer Discov 2018; 8:794-796. [PMID: 29967073 DOI: 10.1158/2159-8290.cd-18-0573] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Cancer genetic alterations and epigenetics control the malignant phenotype of tumor cells and the stroma. Synergistic oncogenic alterations may cooperatively dictate immunogenicity, level of infiltration by immune system cells, and response to immunotherapy in an epistatic fashion. The work of Skoulidis and colleagues shows that concomitant RAS and STK11/LKB1 mutations in non-small cell lung adenocarcinomas result in primary resistance to PD-1-based immunotherapy and poor T-cell infiltration. Cancer Discov; 8(7); 794-6. ©2018 AACRSee related article by Skoulidis et al., p. 822.
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Affiliation(s)
- Iñaki Etxeberria
- Program of Immunology and Immunotherapy, Center for Applied Medical Research (CIMA), Pamplona, Spain.,Navarra Institute for Health Research (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Spain
| | - Alvaro Teijeira
- Program of Immunology and Immunotherapy, Center for Applied Medical Research (CIMA), Pamplona, Spain.,Navarra Institute for Health Research (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Spain
| | - Luis M Montuenga
- Navarra Institute for Health Research (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Spain.,Program of Solid Tumors, Center for Applied Medical Research (CIMA), Pamplona, Spain
| | - Pedro Berraondo
- Program of Immunology and Immunotherapy, Center for Applied Medical Research (CIMA), Pamplona, Spain.,Navarra Institute for Health Research (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Spain
| | - Ignacio Melero
- Program of Immunology and Immunotherapy, Center for Applied Medical Research (CIMA), Pamplona, Spain. .,Navarra Institute for Health Research (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Spain.,Department of Immunology and Immunotherapy, Clínica Universidad de Navarra, Pamplona, Spain
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Garmendia I, Bértolo C, Ferrer I, Pajares MJ, Ajona D, Paz-Ares L, Pio R, Montuenga LM, Agorreta J. Abstract LB-084: Dasatinib reduces tumor growth in xenograft models derived from human lung tumors with YES1 overexpression. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-lb-084] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction Lung cancer accounts for 13.2% of all new cancer cases and is the leading cause of cancer-related death worldwide. For a reduction of mortality rates, new personalized therapies are needed. The great challenge is to identify the alterations responsible for the tumor malignant phenotype which should be targeted by specific therapeutic strategies. The aim of our study is to evaluate the use of YES1 kinase amplification and overexpression as a companion biomarker to predict sensitivity to dasatinib using patient-derived xenograft models. Previous results Our previous experiments showed that downregulation of YES1 expression by specific siRNAs impairs cell proliferation and survival in lung cancer cell lines with amplification and high expression of YES1 (YES1High). Inhibition of YES1 in cell lines with normal copy number and low expression (YES1Low) had no effect on cell proliferation. Moreover, YES1 downregulation induced apoptosis and inhibited invasion only in YES1High cells, and YES1 overexpression promoted proliferation in lung cancer cell lines.
Methods Eight patient-derived xenograft mouse models were used: two YES1High adenocarcinomas (ADC), two YES1Low ADC, two YES1High squamous cell carcinomas (SCC) and two YES1Low SCC. Small fragments of xenografted tumors (2-3 mm in diameter) were subcutaneously implanted into the right flank of 7-8-week-old BALB/c-Rag2−/−-IL2γc−/− immunodeficient mice. Mice were treated with dasatinib (60 mg/kg) or citric acid daily by oral gavage. Tumor volume was measured twice a week. Tumor volumes were calculated by the formula (LxW2)/2.
Results In those tumors harboring YES1 amplification (YES1High), dasatinib significantly reduced tumor growth. This treatment induced tumor response in both ADC and SCC PDX models. On the contrary, in tumors with low expression of YES1, dasatinib did not affect tumor growth in ADC or SCC PDX models.
Conclusions Dasatinib treatment significantly reduces tumor growth in YES1High PDX models but not in YES1Low models, providing support to our hypothesis that YES1 expression may be a useful companion biomarker for dasatinib as NSCLC treatment.
Citation Format: Irati Garmendia, Cristina Bértolo, Irene Ferrer, María J Pajares, Daniel Ajona, Luis Paz-Ares, Ruben Pio, Luis M Montuenga, Jackeline Agorreta. Dasatinib reduces tumor growth in xenograft models derived from human lung tumors with YES1 overexpression [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr LB-084.
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Affiliation(s)
- Irati Garmendia
- 1Center for Applied Medical Research, IDISNA, CIBERONC, Pamplona, Spain
| | - Cristina Bértolo
- 1Center for Applied Medical Research, IDISNA, CIBERONC, Pamplona, Spain
| | - Irene Ferrer
- 2Instituto de Investigación Hospital 12 de Octubre and CNIO, CIBERONC, Madrid, Spain
| | - María J Pajares
- 1Center for Applied Medical Research, IDISNA, CIBERONC, Pamplona, Spain
| | - Daniel Ajona
- 1Center for Applied Medical Research, IDISNA, CIBERONC, Pamplona, Spain
| | - Luis Paz-Ares
- 2Instituto de Investigación Hospital 12 de Octubre and CNIO, CIBERONC, Madrid, Spain
| | - Ruben Pio
- 1Center for Applied Medical Research, IDISNA, CIBERONC, Pamplona, Spain
| | - Luis M Montuenga
- 1Center for Applied Medical Research, IDISNA, CIBERONC, Pamplona, Spain
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Martínez-Terroba E, Behrens C, de Miguel FJ, Agorreta J, Monsó E, Millares L, Sainz C, Mesa-Guzman M, Pérez-Gracia JL, Lozano MD, Zulueta JJ, Pio R, Wistuba II, Montuenga LM, Pajares MJ. A novel protein-based prognostic signature improves risk stratification to guide clinical management in early-stage lung adenocarcinoma patients. J Pathol 2018; 245:421-432. [PMID: 29756233 DOI: 10.1002/path.5096] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Revised: 04/18/2018] [Accepted: 05/03/2018] [Indexed: 12/14/2022]
Abstract
Each of the pathological stages (I-IIIa) of surgically resected non-small-cell lung cancer has hidden biological heterogeneity, manifested as heterogeneous outcomes within each stage. Thus, the finding of robust and precise molecular classifiers with which to assess individual patient risk is an unmet medical need. Here, we identified and validated the clinical utility of a new prognostic signature based on three proteins (BRCA1, QKI, and SLC2A1) to stratify early-stage lung adenocarcinoma patients according to their risk of recurrence or death. Patients were staged according to the new International Association for the Study of Lung Cancer (IASLC) staging criteria (8th edition, 2018). A test cohort (n = 239) was used to assess the value of this new prognostic index (PI) based on the three proteins. The prognostic signature was developed by Cox regression with the use of stringent statistical criteria (TRIPOD: Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis). The model resulted in a highly significant predictor of 5-year outcome for disease-free survival (p < 0.001) and overall survival (p < 0.001). The prognostic ability of the model was externally validated in an independent multi-institutional cohort of patients (n = 114, p = 0.021). We also demonstrated that this molecular classifier adds relevant information to the gold standard TNM-based pathological staging, with a highly significant improvement of the likelihood ratio. We subsequently developed a combined PI including both the molecular and the pathological data that improved the risk stratification in both cohorts (p ≤ 0.001). Moreover, the signature may help to select stage I-IIA patients who might benefit from adjuvant chemotherapy. In summary, this protein-based signature accurately identifies those patients with a high risk of recurrence and death, and adds further prognostic information to the TNM-based clinical staging, even when the new IASLC 8th edition staging criteria are applied. More importantly, it may be a valuable tool for selecting patients for adjuvant therapy. Copyright © 2018 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Elena Martínez-Terroba
- Program in Solid Tumours, CIMA, Pamplona, Spain.,Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Carmen Behrens
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Fernando J de Miguel
- Program in Solid Tumours, CIMA, Pamplona, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain
| | - Jackeline Agorreta
- Program in Solid Tumours, CIMA, Pamplona, Spain.,Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Eduard Monsó
- Respiratory Diseases Department, Parc Taulí University Hospital, Sabadell, Barcelona, Spain.,Ciber de Enfermedades Respiratorias - CIBERES, Instituto de Salud Carlos III, Madrid, Spain
| | - Laura Millares
- Respiratory Diseases Department, Parc Taulí University Hospital, Sabadell, Barcelona, Spain.,Ciber de Enfermedades Respiratorias - CIBERES, Instituto de Salud Carlos III, Madrid, Spain
| | - Cristina Sainz
- Program in Solid Tumours, CIMA, Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Miguel Mesa-Guzman
- Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Department of Thoracic Surgery, Clínica Universidad de Navarra, Pamplona, Spain
| | - José Luis Pérez-Gracia
- Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Oncology, Clínica Universidad de Navarra, Pamplona, Spain
| | - María Dolores Lozano
- Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Pathology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Javier J Zulueta
- Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Department of Neumology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Ruben Pio
- Program in Solid Tumours, CIMA, Pamplona, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Ignacio I Wistuba
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Department of Translational Molecular Pathology, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
| | - Luis M Montuenga
- Program in Solid Tumours, CIMA, Pamplona, Spain.,Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - María J Pajares
- Program in Solid Tumours, CIMA, Pamplona, Spain.,Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
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Catena R, Montuenga LM, Bodenmiller B. Ruthenium counterstaining for imaging mass cytometry. J Pathol 2018; 244:479-484. [PMID: 29405336 DOI: 10.1002/path.5049] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2017] [Revised: 01/09/2018] [Accepted: 01/30/2018] [Indexed: 12/12/2022]
Abstract
Imaging mass cytometry is a novel imaging modality that enables simultaneous antibody-based detection of >40 epitopes and molecules in tissue sections at subcellular resolution by the use of isotopically pure metal tags. Essential for any imaging approach in which antigen detection is performed is counterstaining, which reveals the overall structure of the tissue. Counterstaining is necessary because antigens of interest are often present in only a small subset of cells, and the rest of the tissue structures are not visible. As most biological tissues are nearly transparent or non-fluorescent, chromogenic reagents such as haematoxylin (for immunohistochemistry) or fluorescent dyes such as 4',6-diamidino-2-phenylindole (which stains nuclei for epifluorescence and confocal microscopy) are utilized. Here, we describe a metal-based counterstain for imaging mass cytometry based on simple oxidation and subsequent covalent binding of the tissue components to ruthenium tetroxide (RuO4 ). RuO4 counterstaining reveals general tissue structure both in areas with high cell content and in stromal areas with low cellularity and fibrous or hyaline material in a manner analogous to haematoxylin in immunohistochemical counterstaining or eosin or other anionic dyes in conventional histology. Our new counterstain approach is applicable to any metal-based imaging technique, and will facilitate the adaptation of imaging mass cytometry for routine applications in clinical and research laboratories. Copyright © 2018 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Raúl Catena
- Institute of Molecular Life Sciences, University of Zürich, Zürich, Switzerland
| | - Luis M Montuenga
- Solid Tumour and Biomarkers Programme, Centre for Applied Medical Research and Department of Histology and Pathology, University of Navarra, Pamplona, Spain
| | - Bernd Bodenmiller
- Institute of Molecular Life Sciences, University of Zürich, Zürich, Switzerland
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Vallejo-Díaz J, Olazabal-Morán M, Cariaga-Martínez AE, Pajares MJ, Flores JM, Pio R, Montuenga LM, Carrera AC. Targeted depletion of PIK3R2 induces regression of lung squamous cell carcinoma. Oncotarget 2018; 7:85063-85078. [PMID: 27835880 PMCID: PMC5356720 DOI: 10.18632/oncotarget.13195] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Accepted: 10/21/2016] [Indexed: 02/03/2023] Open
Abstract
Oncogenic mutations in the PI3K/AKT pathway are present in nearly half of human tumors. Nonetheless, inhibitory compounds of the pathway often induce pathway rebound and tumor resistance. We find that lung squamous cell carcinoma (SQCC), which accounts for ~20% of lung cancer, exhibits increased expression of the PI3K subunit PIK3R2, which is at low expression levels in normal tissues. We tested a new approach to interfere with PI3K/AKT pathway activation in lung SQCC. We generated tumor xenografts of SQCC cell lines and examined the consequences of targeting PIK3R2 expression. In tumors with high PIK3R2 expression, and independently of PIK3CA, KRAS, or PTEN mutations, PIK3R2 depletion induced lung SQCC xenograft regression without triggering PI3K/AKT pathway rebound. These results validate the use PIK3R2 interfering tools for the treatment of lung squamous cell carcinoma.
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Affiliation(s)
- Jesús Vallejo-Díaz
- Department of Immunology and Oncology, Centro Nacional de Biotecnología (CNB-CSIC), Universidad Autónoma de Madrid, Cantoblanco, Madrid
| | - Manuel Olazabal-Morán
- Department of Immunology and Oncology, Centro Nacional de Biotecnología (CNB-CSIC), Universidad Autónoma de Madrid, Cantoblanco, Madrid
| | - Ariel E Cariaga-Martínez
- Department of Immunology and Oncology, Centro Nacional de Biotecnología (CNB-CSIC), Universidad Autónoma de Madrid, Cantoblanco, Madrid
| | - María J Pajares
- Program in Solid Tumors and Biomarkers, Center for Applied Medical Research (CIMA), Pamplona, Spain.,Navarra Health Research Institute (IDISNA), University of Navarra, Pamplona, Spain.,Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Juana M Flores
- Department of Animal Medicine and Surgery, School of Veterinary Medicine, Complutense University of Madrid, Spain
| | - Ruben Pio
- Program in Solid Tumors and Biomarkers, Center for Applied Medical Research (CIMA), Pamplona, Spain.,Navarra Health Research Institute (IDISNA), University of Navarra, Pamplona, Spain.,Department of Biochemistry and Genetics, School of Science, University of Navarra, Pamplona, Spain
| | - Luis M Montuenga
- Program in Solid Tumors and Biomarkers, Center for Applied Medical Research (CIMA), Pamplona, Spain.,Navarra Health Research Institute (IDISNA), University of Navarra, Pamplona, Spain.,Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Spain
| | - Ana Clara Carrera
- Department of Immunology and Oncology, Centro Nacional de Biotecnología (CNB-CSIC), Universidad Autónoma de Madrid, Cantoblanco, Madrid
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Villalba M, Diaz-Lagares A, Redrado M, de Aberasturi AL, Segura V, Bodegas ME, Pajares MJ, Pio R, Freire J, Gomez-Roman J, Montuenga LM, Esteller M, Sandoval J, Calvo A. Epigenetic alterations leading to TMPRSS4 promoter hypomethylation and protein overexpression predict poor prognosis in squamous lung cancer patients. Oncotarget 2017; 7:22752-69. [PMID: 26989022 PMCID: PMC5008398 DOI: 10.18632/oncotarget.8045] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Accepted: 02/18/2016] [Indexed: 01/09/2023] Open
Abstract
Non-small cell lung cancer (NSCLC) is the leading cause of cancer-related death worldwide, which highlights the need of innovative therapeutic options. Although targeted therapies can be successfully used in a subset of patients with lung adenocarcinomas (ADC), they are not appropriate for patients with squamous cell carcinomas (SCC). In addition, there is an unmet need for the identification of prognostic biomarkers that can select patients at risk of relapse in early stages. Here, we have used several cohorts of NSCLC patients to analyze the prognostic value of both protein expression and DNA promoter methylation status of the prometastatic serine protease TMPRSS4. Moreover, expression and promoter methylation was evaluated in a panel of 46 lung cancer cell lines. We have demonstrated that a high TMPRSS4 expression is an independent prognostic factor in SCC. Similarly, aberrant hypomethylation in tumors, which correlates with high TMPRSS4 expression, is an independent prognostic predictor in SCC. The inverse correlation between expression and methylation status was also observed in cell lines. In vitro studies showed that treatment of cells lacking TMPRSS4 expression with a demethylating agent significantly increased TMPRSS4 levels. In conclusion, TMPRSS4 is a novel independent prognostic biomarker regulated by epigenetic changes in SCC and a potential therapeutic target in this tumor type, where targeted therapy is still underdeveloped.
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Affiliation(s)
- Maria Villalba
- Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Navarra, Spain.,IDISNA and Program in Solid Tumors and Biomarkers, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Navarra, Spain
| | - Angel Diaz-Lagares
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet, Catalonia, Spain
| | - Miriam Redrado
- IDISNA and Program in Solid Tumors and Biomarkers, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Navarra, Spain
| | - Arrate L de Aberasturi
- Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Navarra, Spain.,IDISNA and Program in Solid Tumors and Biomarkers, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Navarra, Spain
| | - Victor Segura
- IDISNA and Bioinformatics Unit, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Navarra, Spain
| | - Maria Elena Bodegas
- Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Navarra, Spain
| | - Maria J Pajares
- Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Navarra, Spain.,IDISNA and Program in Solid Tumors and Biomarkers, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Navarra, Spain
| | - Ruben Pio
- IDISNA and Program in Solid Tumors and Biomarkers, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Navarra, Spain.,Department of Biochemistry and Genetics, School of Sciences, University of Navarra, Pamplona, Navarra, Spain
| | - Javier Freire
- Department of Pathology, University Hospital Marques de Valdecilla, IDIVAL, Santander, Spain
| | - Javier Gomez-Roman
- Department of Pathology, University Hospital Marques de Valdecilla, IDIVAL, Santander, Spain
| | - Luis M Montuenga
- Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Navarra, Spain.,IDISNA and Program in Solid Tumors and Biomarkers, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Navarra, Spain
| | - Manel Esteller
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet, Catalonia, Spain
| | - Juan Sandoval
- Department of Personalized Medicine, Epigenomics Unit, Medical Research Institute La Fe, Valencia, Spain
| | - Alfonso Calvo
- Department of Histology and Pathology, School of Medicine, University of Navarra, Pamplona, Navarra, Spain.,IDISNA and Program in Solid Tumors and Biomarkers, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Navarra, Spain
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50
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Gettinger S, Choi J, Hastings K, Truini A, Datar I, Sowell R, Wurtz A, Dong W, Cai G, Melnick MA, Du VY, Schlessinger J, Goldberg SB, Chiang A, Sanmamed MF, Melero I, Agorreta J, Montuenga LM, Lifton R, Ferrone S, Kavathas P, Rimm DL, Kaech SM, Schalper K, Herbst RS, Politi K. Impaired HLA Class I Antigen Processing and Presentation as a Mechanism of Acquired Resistance to Immune Checkpoint Inhibitors in Lung Cancer. Cancer Discov 2017; 7:1420-1435. [PMID: 29025772 DOI: 10.1158/2159-8290.cd-17-0593] [Citation(s) in RCA: 451] [Impact Index Per Article: 64.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Revised: 08/25/2017] [Accepted: 09/29/2017] [Indexed: 12/11/2022]
Abstract
Mechanisms of acquired resistance to immune checkpoint inhibitors (ICI) are poorly understood. We leveraged a collection of 14 ICI-resistant lung cancer samples to investigate whether alterations in genes encoding HLA Class I antigen processing and presentation machinery (APM) components or interferon signaling play a role in acquired resistance to PD-1 or PD-L1 antagonistic antibodies. Recurrent mutations or copy-number changes were not detected in our cohort. In one case, we found acquired homozygous loss of B2M that caused lack of cell-surface HLA Class I expression in the tumor and a matched patient-derived xenograft (PDX). Downregulation of B2M was also found in two additional PDXs established from ICI-resistant tumors. CRISPR-mediated knockout of B2m in an immunocompetent lung cancer mouse model conferred resistance to PD-1 blockade in vivo, proving its role in resistance to ICIs. These results indicate that HLA Class I APM disruption can mediate escape from ICIs in lung cancer.Significance: As programmed death 1 axis inhibitors are becoming more established in standard treatment algorithms for diverse malignancies, acquired resistance to these therapies is increasingly being encountered. Here, we found that defective antigen processing and presentation can serve as a mechanism of such resistance in lung cancer. Cancer Discov; 7(12); 1420-35. ©2017 AACR.This article is highlighted in the In This Issue feature, p. 1355.
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Affiliation(s)
- Scott Gettinger
- Department of Medicine (Section of Medical Oncology), Yale University School of Medicine, New Haven, Connecticut. .,Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut
| | - Jungmin Choi
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut
| | - Katherine Hastings
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut
| | - Anna Truini
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut
| | - Ila Datar
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut
| | - Ryan Sowell
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut
| | - Anna Wurtz
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut
| | - Weilai Dong
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut
| | - Guoping Cai
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut
| | - Mary Ann Melnick
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut
| | - Victor Y Du
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut
| | - Joseph Schlessinger
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut.,Department of Pharmacology, Yale University School of Medicine, New Haven, Connecticut
| | - Sarah B Goldberg
- Department of Medicine (Section of Medical Oncology), Yale University School of Medicine, New Haven, Connecticut.,Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut
| | - Anne Chiang
- Department of Medicine (Section of Medical Oncology), Yale University School of Medicine, New Haven, Connecticut.,Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut
| | - Miguel F Sanmamed
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut
| | - Ignacio Melero
- CIMA and Clinica Universidad de Navarra, Pamplona, Spain.,Centro de Investigación Biomédica en red de Oncología CIBERONC, Madrid, Spain
| | - Jackeline Agorreta
- CIMA and Clinica Universidad de Navarra, Pamplona, Spain.,Centro de Investigación Biomédica en red de Oncología CIBERONC, Madrid, Spain
| | - Luis M Montuenga
- CIMA and Clinica Universidad de Navarra, Pamplona, Spain.,Centro de Investigación Biomédica en red de Oncología CIBERONC, Madrid, Spain
| | - Richard Lifton
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut
| | - Soldano Ferrone
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Paula Kavathas
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut.,Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut.,Department of Laboratory Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - David L Rimm
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut.,Department of Pathology, Yale University School of Medicine, New Haven, Connecticut
| | - Susan M Kaech
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut.,Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut
| | - Kurt Schalper
- Department of Medicine (Section of Medical Oncology), Yale University School of Medicine, New Haven, Connecticut.,Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut.,Department of Pathology, Yale University School of Medicine, New Haven, Connecticut
| | - Roy S Herbst
- Department of Medicine (Section of Medical Oncology), Yale University School of Medicine, New Haven, Connecticut.,Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut.,Department of Pharmacology, Yale University School of Medicine, New Haven, Connecticut
| | - Katerina Politi
- Department of Medicine (Section of Medical Oncology), Yale University School of Medicine, New Haven, Connecticut. .,Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut.,Department of Pathology, Yale University School of Medicine, New Haven, Connecticut
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