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Rivas S, Sepúlveda RV, Tapia I, Estay C, Soto V, Blanco A, González E, Armisen R. MET Exon 14 Skipping and Novel Actionable Variants: Diagnostic and Therapeutic Implications in Latin American Non-Small-Cell Lung Cancer Patients. Int J Mol Sci 2024; 25:13715. [PMID: 39769478 PMCID: PMC11677537 DOI: 10.3390/ijms252413715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Revised: 12/05/2024] [Accepted: 12/18/2024] [Indexed: 01/11/2025] Open
Abstract
Targeted therapy indications for actionable variants in non-small-cell lung cancer (NSCLC) have primarily been studied in Caucasian populations, with limited data on Latin American patients. This study utilized a 52-genes next-generation sequencing (NGS) panel to analyze 1560 tumor biopsies from NSCLC patients in Chile, Brazil, and Peru. The RNA sequencing reads and DNA coverage were correlated to improve the detection of the actionable MET exon 14 skipping variant (METex14). The pathogenicity of MET variants of uncertain significance (VUSs) was assessed using bioinformatic methods, based on their predicted driver potential. The effects of the predicted drivers VUS T992I and H1094Y on c-MET signaling activation, proliferation, and migration were evaluated in HEK293T, BEAS-2B, and H1993 cell lines. Subsequently, c-Met inhibitors were tested in 2D and 3D cell cultures, and drug affinity was determined using 3D structure simulations. The prevalence of MET variants in the South American cohort was 8%, and RNA-based diagnosis detected 27% more cases of METex14 than DNA-based methods. Notably, 20% of METex14 cases with RNA reads below the detection threshold were confirmed using DNA analysis. The novel actionable T992I and H1094Y variants induced proliferation and migration through c-Met/Akt signaling. Both variants showed sensitivity to crizotinib and savolitinib, but the H1094Y variant exhibited reduced sensitivity to capmatinib. These findings highlight the importance of RNA-based METex14 diagnosis and reveal the drug sensitivity profiles of novel actionable MET variants from an understudied patient population.
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Affiliation(s)
- Solange Rivas
- Centro de Genética y Genómica, Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago 7550000, Chile; (I.T.); (C.E.); (V.S.); (A.B.); (E.G.)
| | - Romina V. Sepúlveda
- Center for Bioinformatics and Integrative Biology, Facultad de Ciencias de la Vida, Universidad Andres Bello, Av. República 330, Santiago 8370146, Chile;
| | - Ignacio Tapia
- Centro de Genética y Genómica, Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago 7550000, Chile; (I.T.); (C.E.); (V.S.); (A.B.); (E.G.)
| | - Catalina Estay
- Centro de Genética y Genómica, Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago 7550000, Chile; (I.T.); (C.E.); (V.S.); (A.B.); (E.G.)
| | - Vicente Soto
- Centro de Genética y Genómica, Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago 7550000, Chile; (I.T.); (C.E.); (V.S.); (A.B.); (E.G.)
| | - Alejandro Blanco
- Centro de Genética y Genómica, Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago 7550000, Chile; (I.T.); (C.E.); (V.S.); (A.B.); (E.G.)
| | - Evelin González
- Centro de Genética y Genómica, Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago 7550000, Chile; (I.T.); (C.E.); (V.S.); (A.B.); (E.G.)
| | - Ricardo Armisen
- Centro de Genética y Genómica, Instituto de Ciencias e Innovación en Medicina, Facultad de Medicina Clínica Alemana Universidad del Desarrollo, Santiago 7550000, Chile; (I.T.); (C.E.); (V.S.); (A.B.); (E.G.)
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Garrido J, Bernal Y, González E, Blanco A, Sepúlveda-Hermosilla G, Freire M, Oróstica K, Rivas S, Marcelain K, Owen G, Ibañez C, Corvalan A, Garrido M, Assar R, Lizana R, Cáceres-Molina J, Ampuero D, Ramos L, Pérez P, Aren O, Chernilo S, Fernández C, Spencer ML, Aguila JF, Dossetto GB, Olea MA, Rasse G, Sánchez C, de Amorim MG, Bartelli TF, Nunes DN, Dias-Neto E, Freitas HC, Armisén R. Beyond tobacco: genomic disparities in lung cancer between smokers and never-smokers. BMC Cancer 2024; 24:951. [PMID: 39097719 PMCID: PMC11297669 DOI: 10.1186/s12885-024-12737-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 07/31/2024] [Indexed: 08/05/2024] Open
Abstract
BACKGROUND Tobacco use is one of the main risk factors for Lung Cancer (LC) development. However, about 10-20% of those diagnosed with the disease are never-smokers. For Non-Small Cell Lung Cancer (NSCLC) there are clear differences in both the clinical presentation and the tumor genomic profiles between smokers and never-smokers. For example, the Lung Adenocarcinoma (LUAD) histological subtype in never-smokers is predominately found in young women of European, North American, and Asian descent. While the clinical presentation and tumor genomic profiles of smokers have been widely examined, never-smokers are usually underrepresented, especially those of a Latin American (LA) background. In this work, we characterize, for the first time, the difference in the genomic profiles between smokers and never-smokers LC patients from Chile. METHODS We conduct a comparison by smoking status in the frequencies of genomic alterations (GAs) including somatic mutations and structural variants (fusions) in a total of 10 clinically relevant genes, including the eight most common actionable genes for LC (EGFR, KRAS, ALK, MET, BRAF, RET, ERBB2, and ROS1) and two established driver genes for malignancies other than LC (PIK3CA and MAP2K1). Study participants were grouped as either smokers (current and former, n = 473) or never-smokers (n = 200) according to self-report tobacco use at enrollment. RESULTS Our findings indicate a higher overall GA frequency for never-smokers compared to smokers (58 vs. 45.7, p-value < 0.01) with the genes EGFR, KRAS, and PIK3CA displaying the highest prevalence while ERBB2, RET, and ROS1 the lowest. Never-smokers present higher frequencies in seven out of the 10 genes; however, smokers harbor a more complex genomic profile. The clearest differences between groups are seen for EGFR (15.6 vs. 21.5, p-value: < 0.01), PIK3CA (6.8 vs 9.5) and ALK (3.2 vs 7.5) in favor of never-smokers, and KRAS (16.3 vs. 11.5) and MAP2K1 (6.6 vs. 3.5) in favor of smokers. Alterations in these genes are comprised almost exclusively by somatic mutations in EGFR and mainly by fusions in ALK, and only by mutations in PIK3CA, KRAS and MAP2K1. CONCLUSIONS We found clear differences in the genomic landscape by smoking status in LUAD patients from Chile, with potential implications for clinical management in these limited-resource settings.
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Affiliation(s)
- Javiera Garrido
- Centro Genética y Genómica, Instituto de Ciencias E Innovación en Medicina, Facultad de Medicina Clínica Alemana, Universidad del Desarrollo, Santiago, Chile
| | - Yanara Bernal
- Centro Genética y Genómica, Instituto de Ciencias E Innovación en Medicina, Facultad de Medicina Clínica Alemana, Universidad del Desarrollo, Santiago, Chile
| | - Evelin González
- Centro Genética y Genómica, Instituto de Ciencias E Innovación en Medicina, Facultad de Medicina Clínica Alemana, Universidad del Desarrollo, Santiago, Chile
| | - Alejandro Blanco
- Centro Genética y Genómica, Instituto de Ciencias E Innovación en Medicina, Facultad de Medicina Clínica Alemana, Universidad del Desarrollo, Santiago, Chile
| | - Gonzalo Sepúlveda-Hermosilla
- Centro Genética y Genómica, Instituto de Ciencias E Innovación en Medicina, Facultad de Medicina Clínica Alemana, Universidad del Desarrollo, Santiago, Chile
- CORFO Center of Excellence in Precision Medicine Pfizer, Santiago, Chile
| | - Matías Freire
- CORFO Center of Excellence in Precision Medicine Pfizer, Santiago, Chile
| | - Karen Oróstica
- Instituto de Investigación Interdisciplinario, Vicerrectoría Académica, Universidad de Talca, Talca, Chile
| | - Solange Rivas
- Centro Genética y Genómica, Instituto de Ciencias E Innovación en Medicina, Facultad de Medicina Clínica Alemana, Universidad del Desarrollo, Santiago, Chile
| | - Katherine Marcelain
- Departamento de Oncología Básico Clínica, Facultad de Medicina, Universidad de Chile, Santiago, Chile
- Centro Para La Prevención y el Control del Cáncer, Universidad de Chile, Santiago, Chile
| | - Gareth Owen
- Departamento de Hematología y Oncología and Advanced Center for Chronic Diseases, Pontificia Universidad Católica de Chile, Santiago, Chile
- Millennium Institute for Immunology and Immunotherapy, Santiago, Chile
| | - Carolina Ibañez
- Departamento de Hematología y Oncología and Advanced Center for Chronic Diseases, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Alejandro Corvalan
- Departamento de Hematología y Oncología and Advanced Center for Chronic Diseases, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Marcelo Garrido
- Centro de Oncología de Precisión, Universidad Mayor, Santiago, Chile
| | - Rodrigo Assar
- CORFO Center of Excellence in Precision Medicine Pfizer, Santiago, Chile
- Instituto de Ciencias Biomédicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Rodrigo Lizana
- CORFO Center of Excellence in Precision Medicine Pfizer, Santiago, Chile
| | | | - Diego Ampuero
- CORFO Center of Excellence in Precision Medicine Pfizer, Santiago, Chile
| | - Liliana Ramos
- CORFO Center of Excellence in Precision Medicine Pfizer, Santiago, Chile
| | - Paola Pérez
- NIDCR, National Institute of Health, Bethesda, USA
| | - Osvaldo Aren
- Centro de Investigación Clínica Bradford Hill, Santiago, Chile
| | | | | | - María Loreto Spencer
- Departamento de Patología, Hospital Clínico Regional de Concepción Dr. Guillermo Grant Benavente Chile, Concepcion, Chile
| | - Jacqueline Flores Aguila
- Departamento de Salud Pública, Facultad de Medicina, Universidad Católica del Norte, La Serena, Chile
| | - Giuliano Bernal Dossetto
- Departamento de Ciencias Biomédicas, Facultad de Medicina, Universidad Católica Del Norte, La Serena, Chile
| | - Mónica Ahumada Olea
- Departamento de Oncología Básico Clínica, Facultad de Medicina, Universidad de Chile, Santiago, Chile
- Centro Para La Prevención y el Control del Cáncer, Universidad de Chile, Santiago, Chile
- Departamento de Medicina Interna, Servicio de Oncología, Hospital Clínico de La Universidad de Chile, Santiago, Chile
| | | | - Carolina Sánchez
- Centro de Genómica y Bioinformática, Universidad Mayor, Santiago, Chile
| | | | - Thais F Bartelli
- Laboratory of Medical Genomics, A. C. Camargo Cancer Center, Sao Paulo, Brazil
| | - Diana Noronha Nunes
- Laboratory of Medical Genomics, A. C. Camargo Cancer Center, Sao Paulo, Brazil
| | - Emmanuel Dias-Neto
- Laboratory of Medical Genomics, A. C. Camargo Cancer Center, Sao Paulo, Brazil
- Department of Radiation Oncology, Cancer Institute of New Jersey, Rutgers University, Newark, NJ, USA
| | - Helano C Freitas
- Laboratory of Medical Genomics, A. C. Camargo Cancer Center, Sao Paulo, Brazil
- Department of Clinical Oncology, A.C. Camargo Cancer Center, Sao Paulo, Brazil
| | - Ricardo Armisén
- Centro Genética y Genómica, Instituto de Ciencias E Innovación en Medicina, Facultad de Medicina Clínica Alemana, Universidad del Desarrollo, Santiago, Chile.
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Laguna JC, García-Pardo M, Alessi J, Barrios C, Singh N, Al-Shamsi HO, Loong H, Ferriol M, Recondo G, Mezquita L. Geographic differences in lung cancer: focus on carcinogens, genetic predisposition, and molecular epidemiology. Ther Adv Med Oncol 2024; 16:17588359241231260. [PMID: 38455708 PMCID: PMC10919138 DOI: 10.1177/17588359241231260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Accepted: 01/22/2024] [Indexed: 03/09/2024] Open
Abstract
Lung cancer poses a global health challenge and stands as the leading cause of cancer-related deaths worldwide. However, its incidence, mortality, and characteristics are not uniform across all regions worldwide. Understanding the factors contributing to this diversity is crucial in a prevalent disease where most cases are diagnosed in advanced stages. Hence, prevention and early diagnosis emerge as the most efficient strategies to enhance outcomes. In Western societies, tobacco consumption constitutes the primary risk factor for lung cancer, accounting for up to 90% of cases. In other geographic locations, different significant factors play a fundamental role in disease development, such as individual genetic predisposition, or exposure to other carcinogens such as radon gas, environmental pollution, occupational exposures, or specific infectious diseases. Comprehensive clinical and molecular characterization of lung cancer in recent decades has enabled us to distinguish different subtypes of lung cancer with distinct phenotypes, genotypes, immunogenicity, treatment responses, and survival rates. The ultimate goal is to prevent and individualize lung cancer management in each community and improve patient outcomes.
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Affiliation(s)
- Juan Carlos Laguna
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
- Department of Medicine, University of Barcelona, Barcelona, Spain
| | - Miguel García-Pardo
- Department of Medical Oncology, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Department of Medicine, University of Barcelona, Barcelona, Spain
| | - Joao Alessi
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute
| | - Carlos Barrios
- School of Medicine, Porto Alegre, Rio Grande do Sul, Brazil
| | - Navneet Singh
- Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | | | - Herbert Loong
- Department of Clinical Oncology, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Miquel Ferriol
- Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
- Barcelona Neural Networking Center, Universitat Politècnica de Catalunya, Barcelona, Spain
| | | | - Laura Mezquita
- Medical Oncology Department, Hospital Clinic of Barcelona, Calle Villarroel 170, Barcelona 08036, Spain
- Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
- Department of Medicine, University of Barcelona, Barcelona, Spain
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