1
|
Sotelo-Rodríguez C, Vallejo-Ardila D, Ruiz-Patiño A, Chamorro DF, Rodríguez J, Moreno-Pérez DA, Carranza H, Otero J, Vargas C, Archila P, Rojas L, Zuluaga J, Rubio C, Ordóñez-Reyes C, Garcia-Robledo JE, Mejía S, Jaller E, Arrieta O, Cardona AF. Molecular Tumor Board Improves Outcomes for Hispanic Patients With Advanced Solid Tumors. JCO Glob Oncol 2024; 10:e2300011. [PMID: 38237094 PMCID: PMC10805441 DOI: 10.1200/go.23.00011] [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: 01/13/2023] [Revised: 06/10/2023] [Accepted: 10/18/2023] [Indexed: 01/23/2024] Open
Abstract
PURPOSE Multidisciplinary molecular tumor boards (MTBs) decode complex genomic data into clinical recommendations. Although MTBs are well-established in the oncology practice in developed countries, this strategy needs to be better explored in developing countries. Herein, we describe the possible benefits and limitations of the first MTB established in Colombia. METHODS Demographic, clinical, and genomic information was collected between August 2020 and November 2021. By mid-2020, an MTB strategy was created to discuss clinical cases with one or more genomic alterations identified by next-generation sequencing using an open-access virtual platform. We characterized the patient population as benefiting from the recommended treatment option. We assessed the benefits and access to available targeted therapies that have the potential to change clinical management by making recommendations to treating oncologists on the basis of genomic profiling. However, we did not assess the treatment oncologists' compliance with MTB recommendations because they were not intended to replace clinical judgment/standard of care. RESULTS A total of 146 patients were included in the discussions of the MTB. The median age was 59 years, and 59.6% were women. Genomic results prompting a change in therapeutic decisions were obtained in 53.1% of patients (95% CI, 44.9 to 61.3). The most prevalent malignancy was non-small-cell lung cancer (51%). Other malignancies represented 60%, 50%, and 30% of patients with soft-tissue sarcomas, brain tumors, and breast cancer, respectively. CONCLUSION Using an open-access virtual platform, MTBs were feasible in low- and middle-income countries on the basis of the capability to provide the benefits and access to available targeted therapies that are not standard of care. Furthermore, MTB recommendations were made available to the treating oncologist in different locations across Colombia, providing the option to modify clinical management in most of these patients.
Collapse
Affiliation(s)
- Carolina Sotelo-Rodríguez
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Dora Vallejo-Ardila
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Alejandro Ruiz-Patiño
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Diego F. Chamorro
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - July Rodríguez
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Darwin A. Moreno-Pérez
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Hernán Carranza
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Jorge Otero
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Carlos Vargas
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Pilar Archila
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Leonardo Rojas
- Thoracic Oncology Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| | - Jairo Zuluaga
- Thoracic Oncology Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| | - Cladelis Rubio
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
| | - Camila Ordóñez-Reyes
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | | | - Sergio Mejía
- Thoracic Oncology Unit, Clínica Las Américas, Medellín, Colombia
| | - Elvira Jaller
- Foundation for Clinical and Applied Cancer Research—FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Oscar Arrieta
- Thoracic Oncology Unit, National Cancer Institute (INCan), México City, México
| | - Andrés F. Cardona
- Thoracic Oncology Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
- Direction of Research, Science and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| |
Collapse
|
2
|
Chamorro DF, Cardona AF, Rodríguez J, Ruiz-Patiño A, Arrieta O, Moreno-Pérez DA, Rojas L, Zatarain-Barrón ZL, Ardila DV, Viola L, Recondo G, Blaquier JB, Martín C, Raez L, Samtani S, Ordóñez-Reyes C, Garcia-Robledo JE, Corrales L, Sotelo C, Ricaurte L, Cuello M, Mejía S, Jaller E, Vargas C, Carranza H, Otero J, Archila P, Bermudez M, Gamez T, Russo A, Malapelle U, de Miguel Perez D, de Lima VCC, Freitas H, Saldahna E, Rolfo C, Rosell R. Genomic Landscape of Primary Resistance to Osimertinib Among Hispanic Patients with EGFR-Mutant Non-Small Cell Lung Cancer (NSCLC): Results of an Observational Longitudinal Cohort Study. Target Oncol 2023; 18:425-440. [PMID: 37017806 DOI: 10.1007/s11523-023-00955-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/19/2023] [Indexed: 04/06/2023]
Abstract
BACKGROUND Epidermal growth factor receptor (EGFR) mutations (EGFRm) represent one of the most common genomic alterations identified among patients with non-small cell lung cancer (NSCLC). Several targeted agents for patients with EGFRm have been proven safe and effective, including the third-generation tyrosine kinase inhibitor (TKI) osimertinib. Nonetheless, some patients will present with or develop EGFR-TKI resistance mechanisms. OBJECTIVE We characterized the genomic landscape of primary resistance to osimertinib among Hispanic patients with EGFR-mutant NSCLC. METHODS An observational longitudinal cohort study was conducted with two groups of patients, those with intrinsic resistance (cohort A) and those with long-term survival (cohort B). All patients were treated and followed between January 2018 and May 2022. All patients were assessed for Programmed Cell Death Ligand 1 (PD-L1) expression and Bcl-2-like protein 11 (BIM)/AXL mRNA expression before starting TKI. After 8 weeks of treatment, a liquid biopsy was performed to determine the presence of circulating free DNA (cfDNA), and next-generation sequencing (NGS) was used to identify mutations at the time of progression. In both cohorts, overall response rate (ORR), progression-free survival (PFS), and overall survival (OS) were evaluated. RESULTS We found a homogeneous distribution of EGFR-sensitizing mutations in both cohorts. For cohort A, exon 21 mutations were more common than exon 19 deletions (ex19dels) for cohort B (P = 0.0001). The reported ORR for osimertinib was 6.3% and 100% for cohorts A and B, respectively (P = 0.0001). PFS was significantly higher in cohort B (27.4 months vs. 3.1 months; P = 0.0001) and ex19del patients versus L858R (24.5 months, 95% confidence interval [CI] 18.2-NR), vs. 7.6 months, 95% CI 4.8-21.1; P = 0.001). OS was considerably lower for cohort A (20.1 months vs. 36.0 months; P = 0.0001) and was better for patients with ex19del, no brain metastasis, and low tumor mutation burden. At the time of progression, more mutations were found in cohort A, identifying off-target alterations more frequently, including TP53, RAS, and RB1. CONCLUSION EGFR-independent alterations are common among patients with primary resistance to osimertinib and significantly impact PFS and OS. Our results suggest that among Hispanic patients, other variables associated with intrinsic resistance include the number of commutations, high levels AXL mRNA, and low levels of BIM mRNA, T790M de novo, EGFR p.L858R presence, and a high tumoral mutational burden.
Collapse
Affiliation(s)
- Diego F Chamorro
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Andrés F Cardona
- Direction of Research, Science, and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Calle 168 # 14, 110221, Bogotá, Colombia.
- Thoracic Oncology Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia.
| | - July Rodríguez
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Alejandro Ruiz-Patiño
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Oscar Arrieta
- Thoracic Oncology Unit and Personalized Oncology Laboratory, National Cancer Institute (INCan), México City, Mexico
| | - Darwin A Moreno-Pérez
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Leonardo Rojas
- Thoracic Oncology Unit and Personalized Oncology Laboratory, National Cancer Institute (INCan), México City, Mexico
| | - Zyanya Lucia Zatarain-Barrón
- Thoracic Oncology Unit and Personalized Oncology Laboratory, National Cancer Institute (INCan), México City, Mexico
| | - Dora V Ardila
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Lucia Viola
- Thoracic Oncology Unit, Fundación Neumológica Colombiana-FNC, Bogotá, Colombia
| | - Gonzalo Recondo
- Thoracic Oncology Unit, Centro de Educación Médica e Investigaciones Clinicas (CEMIC), Buenos Aires, Argentina
| | - Juan B Blaquier
- Thoracic Oncology Unit, Centro de Educación Médica e Investigaciones Clinicas (CEMIC), Buenos Aires, Argentina
| | - Claudio Martín
- Thoracic Oncology Unit, Alexander Fleming Institute, Buenos Aires, Argentina
| | - Luis Raez
- Thoracic Oncology Program, Memorial Cancer Institute, Florida Atlantic University (FAU), Miami, FL, USA
| | - Suraj Samtani
- Medical Oncology Department, Bradford Hill Institute, Santiago, Chile
| | - Camila Ordóñez-Reyes
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | | | - Luis Corrales
- Thoracic Oncology Unit, Centro de Investigación y Manejo del Cáncer-CIMCA, San José, Costa Rica
| | - Carolina Sotelo
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | | | - Mauricio Cuello
- Medical Oncology Department, Hospital de Clínicas, Universidad de la Republica-UdeLAR, Montevideo, Uruguay
| | - Sergio Mejía
- Toracic Oncology Unit, Oncology Department, Cancer Institute, Clínica de las Américas, Medellín, Colombia
| | - Elvira Jaller
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Carlos Vargas
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Hernán Carranza
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Jorge Otero
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Pilar Archila
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Maritza Bermudez
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Tatiana Gamez
- Foundation for Clinical and Applied Cancer Research-FICMAC, Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Alessandro Russo
- Medical Oncology Department, Azienda Ospedaliera Papardo, Messina, Sicilia, Italy
| | - Umberto Malapelle
- Predictive Molecular Pathology Laboratory, Department of Public Health, University Federico II of Naples, Naples, Italy
| | - Diego de Miguel Perez
- Thoracic Oncology Center, Tisch Cáncer Center, Mount Sinai Hospital System & Icahn School of Medicine, Mount Sinai, New York, NY, USA
| | | | - Helano Freitas
- Thoracic Oncology Unit, A.C. Camargo Cancer Center, Sao Paulo, Brazil
| | - Erick Saldahna
- Thoracic Oncology Unit, A.C. Camargo Cancer Center, Sao Paulo, Brazil
| | - Christian Rolfo
- Thoracic Oncology Center, Tisch Cáncer Center, Mount Sinai Hospital System & Icahn School of Medicine, Mount Sinai, New York, NY, USA
| | - Rafael Rosell
- Cancer Biology and Precision Medicine Program, Germans Trias i Pujol Research Institute (IGTP)/Dr. Rosell Oncology Institute (IOR) Quirón-Dexeus University Institute, Barcelona, Spain
| |
Collapse
|
3
|
Mejia S, Rodríguez J, Ruiz-Patiño A, Archila P, Chamorro D, Arrieta O, Viola L, Ordoñez-Reyes C, Garcia-Robledo J, Sotelo C, Raez L, Samtani S, Recondo G, Martín C, Corrales L, Zatarain-Barrón L, Más L, Ricaurte L, Santoyo N, Cuello M, Jaller E, Vargas C, Carranza H, Otero J, Bermudez M, Gamez T, Cordeiro de Lima V, Malapelle U, Rolfo C, Rosell R, Cardona A. EP16.03-003 Systematic Population-based Identification of NTRK Fusion Genes Among Hispanic Patients with Non-Small Cell Lung Cancer (NSCLC). J Thorac Oncol 2022. [DOI: 10.1016/j.jtho.2022.07.1063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
4
|
Cardona A, Raez L, Arrieta O, Chamorro D, Soberanis P, Corrales L, Martín C, Cuello M, Samtani S, Recondo G, Más L, Zatarain-Barrón L, Ruiz-Patiño A, Garcia-Robledo J, Ordoñez-Reyes C, Jaller E, Dickson F, Rojas L, Rolfo C, Rosell R. EP05.01-001 Hispanic Patients with Unresectable Stage III NSCLC under PACIFIC Protocol: Evidence of Interior Outcomes and Health Inequity. J Thorac Oncol 2022. [DOI: 10.1016/j.jtho.2022.07.447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
5
|
Chamorro D, Ruiz-Patiño A, Recondo G, Martín C, Raez L, Samtani S, Minata J, Blaquier J, Enrico D, Burotto M, Ordoñez-Reyes C, Garcia-Robledo J, Corrales L, Zatarain-Barrón L, Más L, Sotelo C, Ricaurte L, Santoyo N, Cuello M, Mejia S, Jaller E, Vargas C, Carranza H, Otero J, Rodríguez J, Archila P, Bermudez M, Gamez T, Cordeiro de Lima V, Freitas H, Russo A, Polo C, Malapelle U, de Miguel-Perez D, Rolfo C, Viola L, Rossell R, Arrieta O, Cardona A. EP16.03-002 Mechanisms of Resistance to First-line Osimertinib in Hispanic Patients with EGFR mutant Non-Small Cell Lung Cancer (FRESTON-CLICaP∫). J Thorac Oncol 2022. [DOI: 10.1016/j.jtho.2022.07.1062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
6
|
Raez LE, Arrieta O, Chamorro DF, Soberanis-Piña PD, Corrales L, Martín C, Cuello M, Samtani S, Recondo G, Mas L, Zatarain-Barrón ZL, Ruíz-Patiño A, García-Robledo JE, Ordoñez-Reyes C, Jaller E, Dickson F, Rojas L, Rolfo C, Rosell R, Cardona AF. Durvalumab After Chemoradiation for Unresectable Stage III Non-Small Cell Lung Cancer: Inferior Outcomes and Lack of Health Equity in Hispanic Patients Treated With PACIFIC Protocol (LA1-CLICaP). Front Oncol 2022; 12:904800. [PMID: 35903685 PMCID: PMC9321635 DOI: 10.3389/fonc.2022.904800] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 05/23/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectivesTo compare the rate disparity between outcomes (overall survival (OS), progression-free survival (PFS), and safety) of concurrent chemoradiation (cCRT) followed by durvalumab in two patient cohorts with locally advanced (LA) stage III non-small cell lung cancer (NSCLC), one non-Hispanic White (NHW), and the other Latin-American.MethodsA multicenter retrospective study was performed, including 80 Hispanic and 45 NHW LA stage III NSCLC patients treated with cCRT followed by durvalumab. Both cohorts were analyzed in terms of main outcomes (OS, PFS, and safety) and compared between them and with the PACIFIC trial population outcomes. The efficacy-effectiveness gap was assessed using an efficacy-effectiveness (EE) factor that was calculated by dividing each cohort median overall survival by the corresponding reference OS from the PACIFIC trial. In both cohorts, results of PD-L1 testing were recorded, and the main outcomes were compared according to PD-1 expression levels (≥50%, 1–49%, and <1%).ResultsFor the entire population (N=125), the overall response rate (ORR) was 57.6% (N=72), and 18.4% (N=25) achieved stable disease. OS was 26.3 months (95%CI 23.9-28.6), and PFS was 20.5 months (95%CI 18.0-23.0). PFS assessed by ethnicity showed a median for the Hispanic population of 19.4 months (95%CI 16.4-22.5) and 21.2 months (95%CI 17.2-23.3; p=0.76) for the NHW group. OS by race showed a significant difference in favor of the NHW group, with a median OS of 27.7 months (95%CI 24.6-30.9) vs. 20.0 months (95%CI 16.4-23.5) for Hispanics. (P=0.032). Unadjusted 12-month and 24-month OS was 86.6% (95%CI 79.9–88.0) and 46.6% (95%CI 40.2–48.3) for NHW compared to 82.5% (95%CI 77.1–84.2) and 17.5% (95%CI 15.6-24.5) in Hispanics. NHW had an EE factor of 0.78 and Hispanics had 0.58, showing a reduction in survival versus NHW and PACIFIC of 20% and 42%, respectively. HR for the OS among NHWs and Hispanics was 1.53 (95%CI 1.12-1.71; P=0.052) and 2.31 (95%CI 1.76-2.49; P=0.004). Fifty-six patients (44.8%) had some degree of pneumonitis due to cCRT plus durvalumab. There was no difference in the proportion of pneumonitis according to race (P=0.95), and the severity of pneumonitis was not significantly different between Hispanics and NHWs (P=0.41).ConclusionsAmong patients with LA stage III NSCLC, NHW had better survival outcomes when compared to Hispanics, with an OS that seems to favor the NHW population and with an EE factor that shows a shorter survival in Hispanics compared with NHW and with the PACIFIC trial group.
Collapse
Affiliation(s)
- Luis E. Raez
- Thoracic Oncology Program, Memorial Cancer Institute, Florida Atlantic University (FAU), Miami, FL, United States
| | - Oscar Arrieta
- Thoracic Oncology Unit and Personalized Oncology Laboratory, National Cancer Institute (INCan), Mexico City, Mexico
| | - Diego F. Chamorro
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | | | - Luis Corrales
- Thoracic Oncology Unit, Centro de Investigación y Manejo del Cáncer – CIMCA, San José, Costa Rica
| | - Claudio Martín
- Thoracic Oncology Unit, Alexander Fleming Institute, Buenos Aires, Argentina
| | - Mauricio Cuello
- Medical Oncology Department, Hospital de Clínicas, Universidad de la Republica – UdeLAR, Montevideo, Uruguay
| | - Suraj Samtani
- Medical Oncology Department, Clinica Las Condes, Santiago, Chile
| | - Gonzalo Recondo
- Thoracic Oncology Unit, Centro de Educación Médica e Investigaciones Clinicas (CEMIC), Buenos Aires, Argentina
| | - Luis Mas
- Medical Oncology Department, Instituto Nacional de Enfermedades Neoplásicas – INEN, Lima, Peru
| | - Zyanya Lucia Zatarain-Barrón
- Thoracic Oncology Unit and Personalized Oncology Laboratory, National Cancer Institute (INCan), Mexico City, Mexico
| | - Alejandro Ruíz-Patiño
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | | | - Camila Ordoñez-Reyes
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Elvira Jaller
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Franco Dickson
- Thoracic Oncology Program, Memorial Cancer Institute, Florida Atlantic University (FAU), Miami, FL, United States
| | - Leonardo Rojas
- Clinical Oncology Department, Clínica Colsanitas, Bogotá, Colombia
| | - Christian Rolfo
- Thoracic Oncology Center, Tisch Cáncer Center, Mount Sinai Hospital System & Icahn School of Medicine, Mount Sinai, New York, NY, United States
| | - Rafael Rosell
- Cancer Biology and Precision Medicine Program, Germans Trias i Pujol Research Institute (IGTP)/Dr. Rosell Oncology Institute (IOR) Quirón-Dexeus University Institute, Barcelona, Spain
| | - Andrés F. Cardona
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia
- Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
- Direction of Research, Science and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
- *Correspondence: Andrés F. Cardona,
| |
Collapse
|
7
|
Cordeiro de Lima VC, Corassa M, Saldanha E, Freitas H, Arrieta O, Raez L, Samtani S, Ramos M, Rojas C, Burotto M, Chamorro DF, Recondo G, Ruiz-Patiño A, Más L, Zatarain-Barrón L, Mejía S, Nicolas Minata J, Martín C, Bautista Blaquier J, Motta Guerrero R, Aliaga-Macha C, Carracedo C, Ordóñez-Reyes C, Garcia-Robledo JE, Corrales L, Sotelo C, Ricaurte L, Santoyo N, Cuello M, Jaller E, Rodríguez J, Archila P, Bermudez M, Gamez T, Russo A, Viola L, Malapelle U, de Miguel Perez D, Rolfo C, Rosell R, Cardona AF. STK11 and KEAP1 mutations in non-small cell lung cancer patients: Descriptive analysis and prognostic value among Hispanics (STRIKE registry-CLICaP). Lung Cancer 2022; 170:114-121. [PMID: 35753125 DOI: 10.1016/j.lungcan.2022.06.010] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 06/14/2022] [Accepted: 06/16/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Mutations in STK11 (STK11Mut) and, frequently co-occurring, KEAP1 mutations (KEAP1Mut) are associated with poor survival in metastatic Non-small Cell Lung Cancer (mNSCLC) patients treated with immunotherapy. However, there are limited data regarding the prognostic or predictive significance of these genomic alterations among Hispanics. METHODS This retrospective study analyzed a cohort of Hispanic patients (N = 103) diagnosed with mNSCLC from the US and seven Latin American countries (LATAM) treated with immune checkpoint inhibitors (ICI) alone or in combination as first-line (Cohort A). All cases were treated in routine care between January 2016 and December 2021. The main objectives were to determine the association of mutations in STK11 or KEAP1 in these patients' tumors with overall (OS) and progression-free survival (PFS), presence of KRAS mutations, tumor mutational burden (TMB), and other relevant clinical variables. To compare outcomes with a STK11Wt/KEAP1Wt population, historical data from a cohort of Hispanic patients (N = 101) treated with first-line ICI was used, matching both groups by country of origin, gender, and Programed Death-ligand 1 (PD-L1) expression level (Cohort B). RESULTS Most tumors had mutations only in STK11 or KEAP1 (45.6%) without KRAS co-mutation or any other genomic alteration. Besides, 35%, 8.7%, 6.8%, and 3.9% were KRASMut + STK11Mut, KRASMut + STK11Mut + KEAP1Mut, STK11Mut + KEAP1Mut, and KRASMut + KEAP1Mut, respectively. Based on KRAS status, STK11 alterations were associated with significantly lower PD-L1 expression among those with KRASWt (p = 0.023), whereas KEAP1 mutations were predominantly associated with lower PD-L1 expression among KRASMut cases (p = 0.047). Tumors with KRASMut + KEAP1Mut had significantly higher median TMB when compared to other tumors (p = 0.040). For Cohort A, median PFS was 4.9 months (95%CI 4.3-5.4), slightly longer in those with KEAP1mut 6.1 months versus STK11Mut 4.7 months (p = 0.38). In the same cohort, PD-L1 expression and TMB did not influence PFS. OS was significantly longer among patients with tumors with PD-L1 ≥ 50% (30.9 months), and different from those with PD-L1 1-49% (22.0 months), and PD-L1 < 1% (12.0 months) (p = 0.0001). When we compared the cohorts A and B, OS was significantly shorter for patients carrying STK1 [STK11Mut 14.2 months versus STK11Wt 27.0 months (p = 0.0001)] or KEAP1 [KEAP1Mut 12.0 months versus KEAP1Wt 24.4 months (p = 0.005)] mutations. PD-L1 expression significantly affected OS independently of the presence of mutations in STK11, KEAP1, or KRAS. TMB-H favored better OS. CONCLUSIONS This is the first large Hispanic cohort to study the impact of STK11 and KEAP1 mutations in NSCLC patient treated with ICI. Our data suggest that mutations in the above-mentioned genes are associated with PD-L1 expression levels and poor OS.
Collapse
Affiliation(s)
| | - Marcelo Corassa
- Thoracic Oncology Unit, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Erick Saldanha
- Thoracic Oncology Unit, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Helano Freitas
- Thoracic Oncology Unit, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Oscar Arrieta
- Thoracic Oncology Unit, National Cancer Institute (INCan), México City, Mexico
| | - Luis Raez
- Thoracic Oncology Department, Memorial Cancer Institute, Memorial Health Care System, Miami, FL, USA
| | - Suraj Samtani
- Medical Oncology Department, Bradford Hill Clinical Research Center, Santiago, Chile
| | - Maritza Ramos
- Thoracic Oncology Unit, National Cancer Institute (INCan), México City, Mexico
| | - Carlos Rojas
- Medical Oncology Department, Bradford Hill Clinical Research Center, Santiago, Chile
| | - Mauricio Burotto
- Medical Oncology Department, Bradford Hill Clinical Research Center, Santiago, Chile
| | - Diego F Chamorro
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Gonzalo Recondo
- Thoracic Oncology Unit, Centro de Educación Médica e Investigaciones Clínicas (CEMIC), Buenos Aires, Argentina
| | - Alejandro Ruiz-Patiño
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Luis Más
- Medical Oncology Department, Instituto Nacional de Enfermedades Neoplásicas - INEN, Lima, Peru
| | | | - Sergio Mejía
- Clinical Oncology Department, Instituto de Cancerologia - Clinica las Americas - AUNA, Colombia
| | - José Nicolas Minata
- Clinical Oncology Department, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Claudio Martín
- Thoracic Oncology Unit, Instituto Alexander Fleming, Buenos Aires, Argentina
| | - Juan Bautista Blaquier
- Thoracic Oncology Unit, Centro de Educación Médica e Investigaciones Clínicas (CEMIC), Buenos Aires, Argentina
| | | | | | - Carlos Carracedo
- Clinical Oncology Department, Centro Oncológico Aliada, Lima, Peru
| | - Camila Ordóñez-Reyes
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | | | - Luis Corrales
- Thoracic Oncology Unit, Centro de Investigación y Manejo del Cáncer - CIMCA, San José, Costa Rica
| | - Carolina Sotelo
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | | | - Nicolas Santoyo
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Mauricio Cuello
- Medical Oncology Department, Hospital de Clínicas, Universidad de la Republica -UdeLAR, Montevideo, Uruguay
| | - Elvira Jaller
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - July Rodríguez
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Pilar Archila
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Maritza Bermudez
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Tatiana Gamez
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Alessandro Russo
- Medical Oncology Department, Azienda Ospedaliera Papardo, Messina, Sicilia, Italy
| | - Lucia Viola
- Thoracic Oncology Unit, Fundación Neumológica Colombiana, Bogotá, Colombia
| | - Umberto Malapelle
- Predictive Molecular Pathology Laboratory, Department of Public Health, University Federico II of Naples, Naples, Italy
| | - Diego de Miguel Perez
- Center for Thoracic Oncology, The Tisch Cancer Institute Icahn School of Medicine, Mount Sinai, Mount Sinai Health System, One Gustave Levy Place, NY, USA
| | - Christian Rolfo
- Center for Thoracic Oncology, The Tisch Cancer Institute Icahn School of Medicine, Mount Sinai, Mount Sinai Health System, One Gustave Levy Place, NY, USA
| | - Rafael Rosell
- Cancer Biology and Precision Medicine Program, Germans Trias i Pujol Research Institute (IGTP)/Dr. Rosell Oncology Institute (IOR) Quirón-Dexeus University Institute, Barcelona, Spain
| | - Andrés F Cardona
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia; Direction of Research, Science and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia.
| |
Collapse
|
8
|
Cardona AF, Ruiz-Patiño A, Recondo G, Martín C, Raez L, Samtani S, Minata JN, Blaquier JB, Enrico D, Burotto M, Ordóñez-Reyes C, Chamorro DF, Garcia-Robledo JE, Corrales L, Zatarain-Barrón ZL, Más L, Sotelo C, Ricaurte L, Santoyo N, Cuello M, Mejía S, Jaller E, Vargas C, Carranza H, Otero J, Rodríguez J, Archila P, Bermudez M, Gamez T, de Lima VC, Freitas H, Russo A, Polo C, Malapelle U, Perez DDM, Rolfo C, Viola L, Rosell R, Arrieta O. Mechanisms of Resistance to first-line Osimertinib in Hispanic patients with EGFR mutant non-small cell lung cancer (FRESTON-CLICaP). Clin Lung Cancer 2022; 23:522-531. [DOI: 10.1016/j.cllc.2022.06.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 05/24/2022] [Accepted: 06/01/2022] [Indexed: 11/16/2022]
|
9
|
Cardona AF, Ruíz Patiño A, Jaller E, Rodríguez J, Pino LE. Caminando a hombros de gigantes: intersección entre la genómica y la IA. Medicina (B Aires) 2022. [DOI: 10.56050/01205498.1653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
El presente manuscrito revisa las aplicaciones actuales de la inteligencia artificial (IA) en genómica funcional. La reciente explosión de la IA sigue a los notables logros que ha hecho posible el “aprendizaje profundo”, junto con una explosión de “grandes conjuntos de datos” que pueden satisfacer su necesidad. Esto ha sido posible gracias a los enormes avances en el campo de las tecnologías de alto rendimiento, aplicadas para determinar cómo los componentes individuales de un sistema biológico trabajan juntos para lograr diferentes procesos. Las disciplinas que contribuyen a este volumen de datos se conocen colectivamente como genómica funcional. Consisten en estudios de: i) la información contenida en el ADN (genómica); ii) las modificaciones que el ADN puede sufrir de forma reversible (epigenómica); iii) las transcripciones de ARN originadas por un genoma (transcriptómica); iv) el conjunto de modificaciones químicas que decoran diferentes tipos de transcripciones del ARN (epitranscriptómica); v) los productos de las transcripciones que codifican proteínas (proteómica); y vi) las pequeñas moléculas producidas a partir del metabolismo celular (metabolómica) presentes en un organismo o sistema en un momento dado, en condiciones fisiológicas o patológicas.
Collapse
|
10
|
Garcia-Robledo JE, Rosell R, Ruíz-Patiño A, Sotelo C, Arrieta O, Zatarain-Barrón L, Ordoñez C, Jaller E, Rojas L, Russo A, de Miguel-Pérez D, Rolfo C, Cardona AF. KRAS and MET in non-small-cell lung cancer: two of the new kids on the 'drivers' block. Ther Adv Respir Dis 2022; 16:17534666211066064. [PMID: 35098800 PMCID: PMC8808025 DOI: 10.1177/17534666211066064] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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: 07/21/2021] [Accepted: 10/14/2021] [Indexed: 12/30/2022] Open
Abstract
Non-small-cell lung cancer (NSCLC) is a heterogeneous disease, and therapeutic management has advanced to identify various critical oncogenic mutations that promote lung cancer tumorigenesis. Subsequent studies have developed targeted therapies against these oncogenes in the hope of personalized treatment based on the tumor's molecular genomics. This review presents a comprehensive review of the biology, new therapeutic interventions, and resistance patterns of two well-defined subgroups, tumors with KRAS and MET alterations. We also discuss the status of molecular testing practices for these two key oncogenic drivers, considering the progressive introduction of next-generation sequencing (NGS) and RNA sequencing in regular clinical practice.
Collapse
Affiliation(s)
| | - Rafael Rosell
- Cancer Biology and Precision Medicine Program, Germans Trias i Pujol Research Institute (IGTP)/Dr. Rosell Oncology Institute (IOR), Quirón-Dexeus University Institute, Barcelona, Spain
| | - Alejandro Ruíz-Patiño
- Direction of Research and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Carolina Sotelo
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Oscar Arrieta
- Thoracic Oncology Unit and Personalized Oncology Laboratory, National Cancer Institute (INCan), México City, México
| | - Lucia Zatarain-Barrón
- Thoracic Oncology Unit and Personalized Oncology Laboratory, National Cancer Institute (INCan), México City, México
| | - Camila Ordoñez
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Elvira Jaller
- Department of Internal Medicine, Universidad El Bosque, Bogotá, Colombia
| | - Leonardo Rojas
- Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia Department of Clinical Oncology, Clínica Colsanitas, Bogotá, Colombia Clinical and Translational Oncology Group, Clínica del Country, Bogotá, Colombia
| | - Alessandro Russo
- Medical Oncology Unit, A.O. Papardo, Messina, Italy Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Diego de Miguel-Pérez
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Christian Rolfo
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD, USA
| | | |
Collapse
|
11
|
Cardona AF, Jaramillo-Velásquez D, Ruiz-Patiño A, Polo C, Jiménez E, Hakim F, Gómez D, Ramón JF, Cifuentes H, Mejía JA, Salguero F, Ordoñez C, Muñoz Á, Bermúdez S, Useche N, Pineda D, Ricaurte L, Zatarain-Barrón ZL, Rodríguez J, Avila J, Rojas L, Jaller E, Sotelo C, Garcia-Robledo JE, Santoyo N, Rolfo C, Rosell R, Arrieta O. Efficacy of osimertinib plus bevacizumab in glioblastoma patients with simultaneous EGFR amplification and EGFRvIII mutation. J Neurooncol 2021; 154:353-364. [PMID: 34498213 DOI: 10.1007/s11060-021-03834-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 07/08/2021] [Accepted: 08/19/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND Amplification of EGFR and its active mutant EGFRvIII are common in glioblastoma (GB). While EGFR and EGFRvIII play critical roles in pathogenesis, targeted therapy with EGFR-tyrosine kinase inhibitors or antibodies has shown limited efficacy. To improve the likelihood of effectiveness, we targeted adult patients with recurrent GB enriched for simultaneous EGFR amplification and EGFRvIII mutation, with osimertinib/bevacizumab at doses described for non-small cell lung cancer. METHODS We retrospectively explored whether previously described EGFRvIII mutation in association with EGFR gene amplification could predict response to osimertinib/bevacizumab combination in a subset of 15 patients treated at recurrence. The resistance pattern in a subgroup of subjects is described using a commercial next-generation sequencing panel in liquid biopsy. RESULTS There were ten males (66.7%), and the median patient's age was 56 years (range 38-70 years). After their initial diagnosis, 12 patients underwent partial (26.7%) or total resection (53.3%). Subsequently, all cases received IMRT and concurrent and adjuvant temozolomide (TMZ; the median number of cycles 9, range 6-12). The median follow-up after recurrence was 17.1 months (95% CI 12.3-22.6). All patients received osimertinib/bevacizumab as a second-line intervention with a median progression-free survival (PFS) of 5.1 months (95% CI 2.8-7.3) and overall survival of 9.0 months (95% CI 3.9-14.0). The PFS6 was 46.7%, and the overall response rate was 13.3%. After exposure to the osimertinib/bevacizumab combination, the main secondary alterations were MET amplification, STAT3, IGF1R, PTEN, and PDGFR. CONCLUSIONS While the osimertinib/bevacizumab combination was marginally effective in most GB patients with simultaneous EGFR amplification plus EGFRvIII mutation, a subgroup experienced a long-lasting meaningful benefit. The findings of this brief cohort justify the continuation of the research in a clinical trial. The pattern of resistance after exposure to osimertinib/bevacizumab includes known mechanisms in the regulation of EGFR, findings that contribute to the understanding and targeting in a stepwise rational this pathway.
Collapse
Affiliation(s)
- Andrés F Cardona
- Clinical and Translational Oncology Group, Brain Tumor Unit, Clínica del Country, Calle 116 No. 9 - 72, c. 318, Bogotá, Colombia. .,Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia. .,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia. .,Thoracic Oncology Unit, Clínica del Country, Bogotá, Colombia.
| | | | - Alejandro Ruiz-Patiño
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Carolina Polo
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Enrique Jiménez
- Neurosurgery Department, Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | - Fernando Hakim
- Neurosurgery Department, Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | - Diego Gómez
- Neurosurgery Department, Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | | | | | | | - Fernando Salguero
- Neurosurgery Department, Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | - Camila Ordoñez
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Álvaro Muñoz
- Radio-Oncology Department, Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | - Sonia Bermúdez
- Neuroradiology Section, Radiology Department, Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | - Nicolas Useche
- Neuroradiology Section, Radiology Department, Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | - Diego Pineda
- Neuroradiology Section, Radiology Department, Clínica del Country, Bogotá, Colombia
| | | | | | - July Rodríguez
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Jenny Avila
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Leonardo Rojas
- Clinical and Translational Oncology Group, Brain Tumor Unit, Clínica del Country, Calle 116 No. 9 - 72, c. 318, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia.,Clinical Oncology Department, Clínica Colsanitas, Bogotá, Colombia
| | - Elvira Jaller
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Carolina Sotelo
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | | | - Nicolas Santoyo
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Christian Rolfo
- Center for Thoracic Oncology, Tisch Cáncer Center, Mount Sinai Hospital System & Icahn School of Medicine, Mount Sinai, New York, NY, USA
| | - Rafael Rosell
- Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Barcelona, Spain
| | - Oscar Arrieta
- Laboratory of Personalized Medicine, Instituto Nacional de Cancerología (INCan), Mexico City, Mexico
| |
Collapse
|