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Stahler A, Kind AJ, Sers C, Mamlouk S, Müller L, Karthaus M, Fruehauf S, Graeven U, Fischer von Weikersthal L, Sommerhäuser G, Kasper S, Hoppe B, Kurreck A, Held S, Heinemann V, Horst D, Jarosch A, Stintzing S, Trarbach T, Modest DP. Negative Hyperselection of Resistance Mutations for Panitumumab Maintenance in RAS Wild-Type Metastatic Colorectal Cancer (PanaMa Phase II Trial, AIO KRK 0212). Clin Cancer Res 2024; 30:1256-1263. [PMID: 38289994 DOI: 10.1158/1078-0432.ccr-23-3023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 11/21/2023] [Accepted: 01/25/2024] [Indexed: 02/01/2024]
Abstract
PURPOSE We evaluated additional mutations in RAS wild-type (WT) metastatic colorectal cancer (mCRC) as prognostic and predictive biomarkers for the efficacy of added panitumumab to a 5-fluorouracil plus folinic acid (FU/FA) maintenance as pre-specified analysis of the randomized PanaMa trial. PATIENTS AND METHODS Mutations (MUT) were identified using targeted next-generation sequencing (NGS; Illumina Cancer Hotspot Panel v2) and IHC. RAS/BRAF V600E/PIK3CA/AKT1/ALK1/ERBB2/PTEN MUT and HER2/neu overexpressions were negatively hyperselected and correlated with median progression-free survival (PFS) and overall survival (OS) since start of maintenance treatment, and objective response rates (ORR). Univariate/multivariate Cox regression estimated hazard ratios (HR) and 95% confidence intervals (CI). RESULTS 202 of 248 patients (81.5%) of the full analysis set (FAS) had available NGS data: hyperselection WT, 162 (80.2%); MUT, 40 (19.8%). From start of maintenance therapy, hyperselection WT tumors were associated with longer median PFS as compared with hyperselection MUT mCRC (7.5 vs. 5.4 months; HR, 0.75; 95% CI, 0.52-1.07; P = 0.11), OS (28.7 vs. 22.2 months; HR, 0.53; 95% CI, 0.36-0.77; P = 0.001), and higher ORR (35.8% vs. 25.0%, P = 0.26). The addition of panitumumab to maintenance was associated with significant benefit in hyperselection WT tumors for PFS (9.2 vs. 6.0 months; HR, 0.66; 95% CI, 0.47-0.93; P = 0.02) and numerically also for OS (36.9 vs. 24.9 months; HR, 0.91; 95% CI, 0.61-1.36; P = 0.50), but not in hyperselection MUT tumors. Hyperselection status interacted with maintenance treatment arms in terms of PFS (P = 0.06) and OS (P = 0.009). CONCLUSIONS Extended molecular profiling beyond RAS may have the potential to improve the patient selection for anti-EGFR containing maintenance regimens.
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Affiliation(s)
- Arndt Stahler
- Department of Hematology, Oncology and Cancer Immunology, Charité-Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Andreas J Kind
- Department of Hematology, Oncology and Cancer Immunology, Charité-Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Christine Sers
- Department of Pathology, Charité-Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Soulafa Mamlouk
- Department of Pathology, Charité-Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | | | - Meinolf Karthaus
- Department of Hematology and Oncology, Munich Hospital Neuperlach, Munich, Germany
| | | | | | | | - Greta Sommerhäuser
- Department of Hematology, Oncology and Cancer Immunology, Charité-Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Stefan Kasper
- Department of Medical Oncology, West German Cancer Center, Westdeutsches Tumorzentrum, University Hospital of Essen, Essen, Germany
- German Cancer Consortium (DKTK), Partner Site Essen, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Beeke Hoppe
- Department of Hematology, Oncology and Cancer Immunology, Charité-Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Annika Kurreck
- Department of Hematology, Oncology and Cancer Immunology, Charité-Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | | | - Volker Heinemann
- Department of Medicine III and Comprehensive Cancer Center, University Hospital (LMU), Munich, Germany
- German Cancer Consortium (DKTK), Partner Site München, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - David Horst
- Department of Pathology, Charité-Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Armin Jarosch
- Department of Pathology, Charité-Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Sebastian Stintzing
- Department of Hematology, Oncology and Cancer Immunology, Charité-Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Tanja Trarbach
- Department of Medical Oncology, West German Cancer Center, Westdeutsches Tumorzentrum, University Hospital of Essen, Essen, Germany
- Reha-Zentrum am Meer, Bad Zwischenahn, Niedersachsen, Germany
| | - Dominik P Modest
- Department of Hematology, Oncology and Cancer Immunology, Charité-Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Centre (DKFZ), Heidelberg, Germany
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Horgan D, Van den Bulcke M, Malapelle U, Troncone G, Normanno N, Capoluongo ED, Prelaj A, Rizzari C, Trapani D, Singh J, Kozaric M, Longshore J, Ottaviano M, Boccia S, Pravettoni G, Cattaneo I, Malats N, Buettner R, Lekadir K, de Lorenzo F, Hofman P, De Maria R. Tackling the implementation gap for the uptake of NGS and advanced molecular diagnostics into healthcare systems. Heliyon 2024; 10:e23914. [PMID: 38234913 PMCID: PMC10792189 DOI: 10.1016/j.heliyon.2023.e23914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 12/09/2023] [Accepted: 12/15/2023] [Indexed: 01/19/2024] Open
Abstract
Next-generation sequencing (NGS) and liquid biopsy (LB) showed positive results in the fight against different cancer types. This paper aims to assess the uptake of advanced molecular diagnostics/NGS for quick and efficient genetic profiles of tumour cells. For that purpose, the European Alliance for Personalised Medicine conducted a series of expert interviews to ascertain the current status across member states. One stakeholder meeting was additionally conducted to prioritize relevant factors by stakeholders. Seven common pillars were identified, and twenty-five measures were defined based on these pillars. Results showed that a multi-faceted approach is necessary for successful NGS implementation and that regional differences may be influenced by healthcare policies, resources, and infrastructure. It is important to consider different correlations when interpreting the results and to use them as a starting point for further discussion.
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Affiliation(s)
- Denis Horgan
- European Alliance for Personalised Medicine, Brussels, Belgium
- Department of Molecular and Cellular Engineering, Jacob Institute of Biotechnology and Bioengineering, Faculty of Engineering and Technology, Sam Higginbottom University of Agriculture, Technology and Sciences, Prayagraj - 211007, Uttar Pradesh India
| | | | - Umberto Malapelle
- Department of Public Health, University Federico II of Naples, 80131 Naples, Italy
| | - Giancarlo Troncone
- Department of Public Health, University Federico II of Naples, 80131 Naples, Italy
| | - Nicola Normanno
- Istituto Nazionale Tumori "Fondazione G. Pascale" - IRCCS, Naples, Italy
| | - Ettore D Capoluongo
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Naples, Italy
- Department of Clinical Pathology and Genomics, Azienda Ospedaliera Per L'Emergenza Cannizzaro, Catania, Italy
| | - Arsela Prelaj
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy
| | - Carmelo Rizzari
- Unità di Ematologia Pediatrica, Fondazione MBBM, Università di Milano-Bicocca, Monza, Italy
| | - Dario Trapani
- European Institute of Oncology, IRCCS, 20141 Milan, Italy
| | - Jaya Singh
- European Alliance for Personalised Medicine, Brussels, Belgium
| | - Marta Kozaric
- European Alliance for Personalised Medicine, Brussels, Belgium
| | - John Longshore
- Astra Zeneca, 1800 Concord Pike, Wilmington, DE 19803, USA
| | - Manuel Ottaviano
- Departamento de Tecnología Fotónica y Bioingeniería, Universidad Politècnica de Madrid, 28040 Madrid, Spain
| | - Stefania Boccia
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
- Departments of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Gabriella Pravettoni
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Applied Research Division for Cognitive and Psychological Science, European Institute of Oncology (IEO) IRCCS, Milan, Italy
| | | | - Núria Malats
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain
| | - Reinhard Buettner
- Lung Cancer Group Cologne, Institute of Pathology, Center for Integrated Oncology Cologne/Bonn, University Hospital Cologne, Cologne, Germany
| | - Karim Lekadir
- Artificial Intelligence in Medicine Lab (BCN-AIM), Universitat de Barcelona, Barcelona, Spain
| | | | - Paul Hofman
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d'Azur, 06000 Nice, France
| | - Ruggero De Maria
- Institute of General Pathology, Catholic University of the Sacred Heart, Rome, Italy
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Boeken T, Blons H, Dean C, Sapoval M, Pellerin O. The potential of ctDNA in locoregional therapies for colorectal cancer. Lancet Gastroenterol Hepatol 2023; 8:1072-1073. [PMID: 37951236 DOI: 10.1016/s2468-1253(23)00323-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Revised: 09/20/2023] [Accepted: 09/21/2023] [Indexed: 11/13/2023]
Affiliation(s)
- Tom Boeken
- Université de Paris Cité, Paris, France; Department of Vascular and Oncological Interventional Radiology, Hôpital Européen Georges Pompidou, AP-HP, Paris, France; INSERM PARCC U 970, Paris, France; HeKA team, Inria, Paris, France.
| | - Hélène Blons
- Université de Paris Cité, Paris, France; Department of Biochemistry, Pharmacogenetics and Molecular Oncology, Hôpital Européen Georges Pompidou, AP-HP, Paris, France; Paris Cancer Institute CARPEM, Paris, France
| | - Carole Dean
- Department of Vascular and Oncological Interventional Radiology, Hôpital Européen Georges Pompidou, AP-HP, Paris, France
| | - Marc Sapoval
- Université de Paris Cité, Paris, France; Department of Vascular and Oncological Interventional Radiology, Hôpital Européen Georges Pompidou, AP-HP, Paris, France; INSERM PARCC U 970, Paris, France
| | - Olivier Pellerin
- Université de Paris Cité, Paris, France; Department of Vascular and Oncological Interventional Radiology, Hôpital Européen Georges Pompidou, AP-HP, Paris, France; INSERM PARCC U 970, Paris, France
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Mulet Margalef N, Castillo C, Mosteiro M, Pérez X, Aguilar S, Ruíz‐Pace F, Gil M, Cuadra C, Ruffinelli JC, Martínez M, Losa F, Soler G, Teulé À, Castany R, Gallego R, Ruíz A, Garralda E, Élez E, Vivancos A, Tabernero J, Salazar R, Dienstmann R, Santos Vivas C. Genomically matched therapy in refractory colorectal cancer according to ESMO Scale for Clinical Actionability of Molecular Targets: experience of a comprehensive cancer centre network. Mol Oncol 2023; 17:1908-1916. [PMID: 37097008 PMCID: PMC10483603 DOI: 10.1002/1878-0261.13444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 03/02/2023] [Accepted: 04/24/2023] [Indexed: 04/26/2023] Open
Abstract
Efficiency of expanded genomic profiling (EGP) programmes in terms of final inclusion of patients in genomically matched therapies is still unknown. Fit patients with advanced and refractory colorectal cancer (CRC) were selected for an EGP programme. Next-generation sequencing (NGS) analysis from formalin-fixed paraffin-embedded tumour samples was performed. The purpose was to describe the prevalence of genomic alterations defined by the ESMO Scale for Clinical Actionability of Molecular Targets (ESCAT), as well as the percentage of patients finally included in genomically guided clinical trials. In total, 187 patients were recruited. Mutational profile was obtained in 177 patients (10 patients were failure due to insufficient tumour sample), copy number alterations in 41 patients and fusions in 31 patients. ESCAT-defined alterations were detected in 28.8% of the intention-to-analyse population. BRAF V600E was clustered in ESCAT I, with a prevalence of 3.7%, KRAS G12C and ERBB2 amplification were clustered in ESCAT II, whose prevalence was 4.2% and 1.6%, respectively. Most alterations were classified in ESCAT III (mutations in ERBB2, PIK3CA or FGFR genes and MET amplification) and IV (mutations in BRAF non-V600E, ERBB3, FBXW7, NOTCH, RNF43), with a single prevalence under 5%, except for PIK3CA mutation (9%). The final rate of inclusion into genomically guided clinical trials was 2.7%, including therapies targeting BRAF V600E or RNF43 mutations in two patients each, and ERBB2 mutation in one patient. In conclusion, EGP programmes in patients with advanced CRC are feasible and identify a subset of patients with potentially druggable genomic alterations. However, further efforts must be made to increase the rate of patients treated with genomically guided therapies.
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Affiliation(s)
- Núria Mulet Margalef
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
- Badalona Applied Research Group in Oncology, B‐ARGOSpain
| | - Carmen Castillo
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | - Miguel Mosteiro
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | - Xavier Pérez
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | - Susana Aguilar
- Molecular Pre‐Screening ProgramVall d'Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Fiorella Ruíz‐Pace
- Oncology Data Science GroupVall d'Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Marta Gil
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | - Carmen Cuadra
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | | | - Mercedes Martínez
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | - Ferran Losa
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | - Gema Soler
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | - Àlex Teulé
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | - Roser Castany
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | - Rosa Gallego
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | - Andrea Ruíz
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
| | - Elena Garralda
- Research Unit for Molecular Therapy of Cancer (UITM)Vall d'Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Elena Élez
- Department of Medical OncologyVall d'Hebron Hospital Campus and Vall d'Hebron Institute of OncologyBarcelonaSpain
| | - Ana Vivancos
- Cancer Genomics GroupVall d'Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Josep Tabernero
- Vall d'Hebron Hospital Campus and Institute of Oncology (VHIO)IOB‐Quiron, UVic‐UCC, CIBERONCBarcelonaSpain
| | - Ramon Salazar
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
- Oncobell Program (IDIBELL), Facultat de Medicina i Ciències de la SalutUniversitat de Barcelona CIBERONCSpain
| | - Rodrigo Dienstmann
- Oncology Data Science GroupVall d'Hebron Institute of Oncology (VHIO)BarcelonaSpain
| | - Cristina Santos Vivas
- Medical Oncology DepartmentInstitut Català d'OncologiaL'Hospitalet de LlobregatSpain
- Oncobell Program (IDIBELL), Facultat de Medicina i Ciències de la SalutUniversitat de Barcelona CIBERONCSpain
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5
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Brozos-Vázquez E, Lago-Lestón RM, Covela M, de la Cámara Gómez J, Fernández-Montes A, Candamio S, Vidal Y, Vázquez F, Abalo A, López R, Blanco C, Muinelo-Romay L, Ferreirós-Vidal I, López-López R. Clinicopathological Profiles Associated with Discordant RAS Mutational Status between Liquid and Tissue Biopsies in a Real-World Cohort of Metastatic Colorectal Cancer. Cancers (Basel) 2023; 15:3578. [PMID: 37509239 PMCID: PMC10377339 DOI: 10.3390/cancers15143578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 07/02/2023] [Accepted: 07/03/2023] [Indexed: 07/30/2023] Open
Abstract
We aimed to identify common mCRC profiles associated with a discordant mutational status of RAS between the standard of care (SoC) tumour tissue tests and ctDNA tests to understand ctDNA detection and improve treatment responses. This was a multicentre, retrospective and prospective study. A total of 366 Spanish mCRC patients were independently recruited. BEAMing ddPCR technology was employed to detect ctDNA RAS mutations, and logistic regression analyses were performed to investigate clinicopathological factors associated with discordance. The highest concordance ratios were observed in profiles with multiple metastatic sites when the liver was present (89.7%; 95% CI 84.8-93.2), profiles with synchronous disease without primary tumour resection (90.2%; 95% CI 83.6-94.3) and profiles with mCRC originating in the left colon (91.3%; 95% CI 85.0-95.0). Metachronous disease originating in the right colon (OR = 6.1; 95% CI 1.7-26.5; p-value = 0.006) or rectum (OR = 5.0; 95% CI 1.5-17.8; p-value = 0.009) showed the highest probability of discrepancies. Primary tumour resection and a higher frequency of single metastases in the peritoneum or lungs in these patients were associated with reduced plasmatic mutation allele fractions (MAFs) and an increased probability of showing false-negative genotypes. Additional testing of patients with mCRC originating in the right colon or rectum with a single non-mutated ctDNA test is advised before the choice of therapy.
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Affiliation(s)
- Elena Brozos-Vázquez
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Ramón Manuel Lago-Lestón
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Marta Covela
- Department of Medical Oncology, Lucus Augusti University Hospital of Lugo (CHULA), 27003 Lugo, Spain
| | | | - Ana Fernández-Montes
- Department of Medical Oncology, University Hospital Complex of Ourense (CHUO), 32005 Ourense, Spain
| | - Sonia Candamio
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Yolanda Vidal
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Francisca Vázquez
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Alicia Abalo
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Rosa López
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Cristina Blanco
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
| | - Laura Muinelo-Romay
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain
| | - Isabel Ferreirós-Vidal
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Rafael López-López
- Translational Medical Oncology Group, Oncomet, University Hospital of Santiago de Compostela (CHUS), 15706 Santiago de Compostela, Spain
- Liquid Biopsy Unit, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain
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