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Pastò B, Buzzatti G, Schettino C, Malapelle U, Bergamini A, De Angelis C, Musacchio L, Dieci MV, Kuhn E, Lambertini M, Passarelli A, Toss A, Farolfi A, Roncato R, Capoluongo E, Vida R, Pignata S, Callari M, Baldassarre G, Bartoletti M, Gerratana L, Puglisi F. Unlocking the potential of Molecular Tumor Boards: from cutting-edge data interpretation to innovative clinical pathways. Crit Rev Oncol Hematol 2024; 199:104379. [PMID: 38718940 DOI: 10.1016/j.critrevonc.2024.104379] [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: 01/30/2024] [Revised: 04/02/2024] [Accepted: 05/01/2024] [Indexed: 05/22/2024] Open
Abstract
The emerging era of precision medicine is characterized by an increasing availability of targeted anticancer therapies and by the parallel development of techniques to obtain more refined molecular data, whose interpretation may not always be straightforward. Molecular tumor boards gather various professional figures, in order to leverage the analysis of molecular data and provide prognostic and predictive insights for clinicians. In addition to healthcare development, they could also become a tool to promote knowledge and research spreading. A growing body of evidence on the application of molecular tumor boards to clinical practice is forming and positive signals are emerging, although a certain degree of heterogeneity exists. This work analyzes molecular tumor boards' potential workflows, figures involved, data sources, sample matrices and eligible patients, as well as available evidence and learning examples. The emerging concept of multi-institutional, disease-specific molecular tumor boards is also considered by presenting two ongoing nationwide experiences.
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Affiliation(s)
- Brenno Pastò
- Department of Medicine (DMED), University of Udine, Udine 33100, Italy; Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano 33081, Italy
| | - Giulia Buzzatti
- Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova 16132, Italy
| | - Clorinda Schettino
- Clinical Trials Unit, Istituto Nazionale Tumori, IRCCS, Fondazione G. Pascale, Napoli 80131, Italy
| | - Umberto Malapelle
- Department of Public Health, University of Naples Federico II, Napoli 80131, Italy
| | - Alice Bergamini
- Faculty of Medicine and Surgery, Vita-Salute San Raffaele University, Milano 20132, Italy; Unit of Obstetrics and Gynaecology, IRCCS San Raffaele Scientific Institute, Milano 20132, Italy
| | - Carmine De Angelis
- Oncology Unit - Department of Clinical Medicine and Surgery, University of Naples Federico II, Napoli 80131, Italy
| | - Lucia Musacchio
- Department of Women and Child Health, Division of Gynaecologic Oncology, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Roma 00168, Italy
| | - Maria Vittoria Dieci
- Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova 35122, Italy; Oncology 2, Veneto Institute of Oncology IOV-IRCCS, Padova 35128, Italy
| | - Elisabetta Kuhn
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milano 20122, Italy; Pathology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano 20122, Italy
| | - Matteo Lambertini
- Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova 16132, Italy; Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova 16132, Italy
| | - Anna Passarelli
- Department of Urology and Gynaecology, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", Napoli 80131, Italy
| | - Angela Toss
- Department of Oncology and Hematology, Azienda Ospedaliero-Universitaria di Modena, Modena 41124, Italy; Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena 41124, Italy
| | - Alberto Farolfi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola 47014, Italy
| | - Rossana Roncato
- Department of Medicine (DMED), University of Udine, Udine 33100, Italy; Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano 33081, Italy
| | - Ettore Capoluongo
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Napoli 80131, Italy; Clinical Pathology Unit, Azienda Ospedaliera San Giovanni Addolorata, Roma 00184, Italy
| | - Riccardo Vida
- Department of Medicine (DMED), University of Udine, Udine 33100, Italy; Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano 33081, Italy
| | - Sandro Pignata
- Department of Urology and Gynaecology, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", Napoli 80131, Italy
| | | | - Gustavo Baldassarre
- Molecular Oncology Unit, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano 33081, Italy
| | - Michele Bartoletti
- Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano 33081, Italy
| | - Lorenzo Gerratana
- Department of Medicine (DMED), University of Udine, Udine 33100, Italy; Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano 33081, Italy.
| | - Fabio Puglisi
- Department of Medicine (DMED), University of Udine, Udine 33100, Italy; Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano 33081, Italy
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Puente J, Algaba Arrea F, Buisán Rueda Ó, Castellano Gauna D, Durán I, Fernández Ávila JJ, Gómez-Iturriaga A, Parada Blázquez MJ, Pérez Fentes D, Sancho Pardo G, Vallejo Casas JA, Gratal P, Pardo MT, Guillem Porta V. Criteria and indicators to evaluate quality of care in genitourinary tumour boards. Clin Transl Oncol 2024; 26:1639-1646. [PMID: 38341809 DOI: 10.1007/s12094-024-03381-z] [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: 12/11/2023] [Accepted: 12/31/2023] [Indexed: 02/13/2024]
Abstract
PURPOSE Genitourinary (GU) multidisciplinary tumour boards (GUMTBs) are key components of patient care, as they might lead to changes in treatment plan, improved survival, and increased adherence to guidelines. However, there are no guidelines on how GUMTBs should operate or how to assess their quality of performance. METHODS A systematic literature review was conducted to identify criteria and indicators to evaluate quality in GUMTBs. A scientific committee-comprising 12 GU cancer specialists from seven disciplines-proposed a list of criteria and developed indicators, evaluated in two rounds of Delphi method. Appropriateness and utility of indicators were scored using a 9-point Likert scale. Consensus was defined as at least two-thirds of Delphi respondents selecting a score sub-category that encompassed the median score of the group. RESULTS Forty-five criteria were selected to evaluate the quality of GUMTBs covering five dimensions: organisation, personnel, protocol and documentation, resources, and interaction with patients. Then, 33 indicators were developed and evaluated in the first round of Delphi, leading to a selection of 26 indicators in two dimensions: function, governance and resources, and GUMTB sessions. In the second round, consensus was reached on the appropriateness of all 26 indicators and on the utility of 24 of them. Index cards for criteria and indicators were developed to be used in clinical practice. CONCLUSIONS Criteria and indicators were developed to evaluate the quality of GUMTBs, aiming to serve as a guide to improve quality of care and health outcomes in patients with GU cancer.
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Affiliation(s)
- Javier Puente
- Servicio de Oncología Médica, Hospital Universitario Clínico San Carlos, Madrid, Spain.
- Fundación ECO (Excelencia y Calidad de La Oncología), Madrid, Spain.
| | | | - Óscar Buisán Rueda
- Servicio de Urología, Hospital Universitario de Bellvitge, Barcelona, Spain
| | - Daniel Castellano Gauna
- Fundación ECO (Excelencia y Calidad de La Oncología), Madrid, Spain
- Servicio de Oncología Médica, Hospital Universitario, 12 de Octubre, Madrid, Spain
| | - Ignacio Durán
- Fundación ECO (Excelencia y Calidad de La Oncología), Madrid, Spain
- Servicio de Oncología Médica, Hospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain
| | - Juan José Fernández Ávila
- Servicio de Farmacia Hospitalaria, Hospital Clínico Universitario Virgen de La Arrixaca, Murcia, Spain
| | - Alfonso Gómez-Iturriaga
- Servicio de Oncología Radioterápica, Hospital Universitario de Cruces, Instituto de Investigación Sanitaria Biobizkaia, Vizcaya, Spain
| | | | - Daniel Pérez Fentes
- Servicio de Urología, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain
| | - Gemma Sancho Pardo
- Servicio de Oncología Radioterápica, Hospital de La Santa Creu I Sant Pau, Barcelona, Spain
| | | | - Paula Gratal
- Fundación ECO (Excelencia y Calidad de La Oncología), Madrid, Spain
| | | | - Vicente Guillem Porta
- Fundación ECO (Excelencia y Calidad de La Oncología), Madrid, Spain
- Servicio de Oncología Médica, Hospital Vithas 9 de Octubre, Valencia, Spain
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Vanni I, Pastorino L, Andreotti V, Comandini D, Fornarini G, Grassi M, Puccini A, Tanda ET, Pastorino A, Martelli V, Mastracci L, Grillo F, Cabiddu F, Guadagno A, Coco S, Allavena E, Barbero F, Bruno W, Dalmasso B, Bellomo SE, Marchiò C, Spagnolo F, Sciallero S, Berrino E, Ghiorzo P. Combining germline, tissue and liquid biopsy analysis by comprehensive genomic profiling to improve the yield of actionable variants in a real-world cancer cohort. J Transl Med 2024; 22:462. [PMID: 38750555 PMCID: PMC11097509 DOI: 10.1186/s12967-024-05227-2] [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: 02/23/2024] [Accepted: 04/22/2024] [Indexed: 05/18/2024] Open
Abstract
BACKGROUND Comprehensive next-generation sequencing is widely used for precision oncology and precision prevention approaches. We aimed to determine the yield of actionable gene variants, the capacity to uncover hereditary predisposition and liquid biopsy appropriateness instead of, or in addition to, tumor tissue analysis, in a real-world cohort of cancer patients, who may benefit the most from comprehensive genomic profiling. METHODS Seventy-eight matched germline/tumor tissue/liquid biopsy DNA and RNA samples were profiled using the Hereditary Cancer Panel (germline) and the TruSight Oncology 500 panel (tumor tissue/cfDNA) from 23 patients consecutively enrolled at our center according to at least one of the following criteria: no available therapeutic options; long responding patients potentially fit for other therapies; rare tumor; suspected hereditary cancer; primary cancer with high metastatic potential; tumor of unknown primary origin. Variants were annotated for OncoKB and AMP/ASCO/CAP classification. RESULTS The overall yield of actionable somatic and germline variants was 57% (13/23 patients), and 43.5%, excluding variants previously identified by somatic or germline routine testing. The accuracy of tumor/cfDNA germline-focused analysis was demonstrated by overlapping results of germline testing. Five germline variants in BRCA1, VHL, CHEK1, ATM genes would have been missed without extended genomic profiling. A previously undetected BRAF p.V600E mutation was emblematic of the clinical utility of this approach in a patient with a liver undifferentiated embryonal sarcoma responsive to BRAF/MEK inhibition. CONCLUSIONS Our study confirms the clinical relevance of performing extended parallel tumor DNA and cfDNA testing to broaden therapeutic options, to longitudinally monitor cfDNA during patient treatment, and to uncover possible hereditary predisposition following tumor sequencing in patient care.
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Affiliation(s)
- I Vanni
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - L Pastorino
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
- Department of Internal Medicine and Medical Specialties (DiMI), University of Genoa, 16132, Genoa, Italy
| | - V Andreotti
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - D Comandini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - G Fornarini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - M Grassi
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - A Puccini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - E T Tanda
- Department of Internal Medicine and Medical Specialties (DiMI), University of Genoa, 16132, Genoa, Italy
- Medical Oncology Unit 2, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - A Pastorino
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - V Martelli
- Department of Internal Medicine and Medical Specialties (DiMI), University of Genoa, 16132, Genoa, Italy
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - L Mastracci
- Pathology Unit, Department of Surgical Sciences and Integrated Diagnostics (DISC), University of Genoa, 16132, Genoa, Italy
- Pathology Unit, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - F Grillo
- Pathology Unit, Department of Surgical Sciences and Integrated Diagnostics (DISC), University of Genoa, 16132, Genoa, Italy
- Pathology Unit, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - F Cabiddu
- Pathology Unit, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - A Guadagno
- Pathology Unit, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - S Coco
- Lung Cancer Unit, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - E Allavena
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
- Department of Internal Medicine and Medical Specialties (DiMI), University of Genoa, 16132, Genoa, Italy
| | - F Barbero
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - W Bruno
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
- Department of Internal Medicine and Medical Specialties (DiMI), University of Genoa, 16132, Genoa, Italy
| | - B Dalmasso
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - S E Bellomo
- Pathology Unit, Candiolo Cancer Institute, FPO - IRCCS, 10060, Candiolo, Turin, Italy
| | - C Marchiò
- Pathology Unit, Candiolo Cancer Institute, FPO - IRCCS, 10060, Candiolo, Turin, Italy
- Department of Medical Sciences, University of Torino, 10060, Turin, Italy
| | - F Spagnolo
- Medical Oncology Unit 2, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
- Plastic Surgery, Department of Surgical Sciences and Integrated Diagnostics (DISC), University of Genoa, 16132, Genoa, Italy
| | - S Sciallero
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - E Berrino
- Pathology Unit, Candiolo Cancer Institute, FPO - IRCCS, 10060, Candiolo, Turin, Italy
- Department of Medical Sciences, University of Torino, 10060, Turin, Italy
| | - P Ghiorzo
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy.
- Department of Internal Medicine and Medical Specialties (DiMI), University of Genoa, 16132, Genoa, Italy.
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Chaix J, Schleiermacher G, Corradini N, André N, Thebaud E, Gambart M, Defachelles AS, Entz-Werle N, Chastagner P, De Carli É, Ducassou S, Landman-Parker J, Adam-de-Beaumais T, Larive A, Michiels S, Vassal G, Valteau-Couanet D, Geoerger B, Berlanga P. Clinical trial inclusion in patients with relapsed/refractory neuroblastoma following the European Precision Cancer Medicine trial MAPPYACTS. Eur J Cancer 2024; 201:113923. [PMID: 38377775 DOI: 10.1016/j.ejca.2024.113923] [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: 11/11/2023] [Revised: 02/04/2024] [Accepted: 02/07/2024] [Indexed: 02/22/2024]
Abstract
INTRODUCTION Despite poor survival for patients with relapsed or refractory neuroblastoma, only 10-16% of patients are reported to be included in early phase trials. This study aimed to explore the impact of molecular profiling within the prospective precision cancer medicine trial MAPPYACTS (NCT02613962) on subsequent early phase trial recruitment and treatment by matched targeted therapies in this population. METHODS AND MATERIALS Clinical data from all French patients with relapsed/refractory neuroblastoma enrolled in MAPPYACTS were analyzed for subsequent matched/non-matched targeted treatment based on clinical tumor board (CMTB) recommendations. RESULTS From 93 patients with neuroblastoma included in French centers, 78 (84%) underwent whole exome and RNA sequencing and were discussed in the CMTB. Higher rate of successful sequencing analysis was observed in patients with relapsed disease compared to those with refractory disease (p = 0.0002). Among the 50 patients that presented with a new disease relapse/progression after the CMTB recommendations, 35 patients (70%) had at least one actionable alteration identified on the tumor at the time of relapse. Eighteen patients (36%) were included in an early phase clinical trial, 11 of these with a matched agent, 7 with a non-matched treatment; 13 patients were included in the AcSé ESMART trial. Five patients (10%) received a matched targeted therapy outside a clinical trial. CONCLUSION Patients with neuroblastoma in the European MAPPYACTS trial were more likely to be included in early phase trials compared to previous reports. Early deep sequencing at first treatment failure, comprehensive therapeutic discussions in molecular tumor boards and innovative trials like AcSé -ESMART improve access to innovative therapies for patients with relapsed/refractory neuroblastoma. CLINICAL TRIAL REGISTRATION NCT02613962.
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Affiliation(s)
- Jordane Chaix
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Gudrun Schleiermacher
- INSERM U830, Laboratoire de Génétique et Biologie des Cancers, Research Center, PSL Research University, Institut Curie, Paris, France; SIREDO Oncology Center (Care, Innovation and Research for Children and AYA with Cancer), Institut Curie, PSL Research University, Paris, France
| | - Nadège Corradini
- Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique/Centre Léon Bérard, Lyon, France
| | - Nicolas André
- Department of Pediatric Hematology and Oncology, Hôpital de La Timone, AP-HM, Marseille, France; UMR Inserm 1068, CNRS UMR 7258, Aix Marseille Université U105, Marseille Cancer Research Center (CRCM), Marseille, France
| | - Estelle Thebaud
- Department of Pediatric Oncology, Centre Hospitalier Universitaire, Nantes, France
| | - Marion Gambart
- Department of Pediatric Oncology, Centre Hospitalier Universitaire, Toulouse, France
| | | | - Natacha Entz-Werle
- Department of Pediatric Oncology, Hospices Civils de Strasbourg, Strasbourg, France
| | - Pascal Chastagner
- Department of Pediatric Oncology, Centre Hospitalier Universitaire, Vandoeuvre les Nancy, France
| | - Émilie De Carli
- Department of Pediatric Oncology, Centre Hospitalier Universitaire, Angers, France
| | - Stéphane Ducassou
- Department of Pediatric Oncology, Centre Hospitalier Universitaire, Bordeaux, France
| | | | - Tiphaine Adam-de-Beaumais
- Clinical Research Direction, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Alicia Larive
- Biostatistics and Epidemiology Office, Gustave Roussy Cancer Campus, INSERM U1018, CESP, Université Paris-Saclay, Villejuif, France
| | - Stefan Michiels
- Biostatistics and Epidemiology Office, Gustave Roussy Cancer Campus, INSERM U1018, CESP, Université Paris-Saclay, Villejuif, France
| | - Gilles Vassal
- Clinical Research Direction, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Dominique Valteau-Couanet
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Birgit Geoerger
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France; INSERM U1015, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France
| | - Pablo Berlanga
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France.
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Kerr KM, Bubendorf L, Lopez-Rios F, Khalil F, Roy-Chowdhuri S, Joubert P, Hartmann A, Guerini-Rocco E, Yatabe Y, Hofman P, Cooper WA, Dacic S. Optimizing tissue stewardship in non-small cell lung cancer to support molecular characterization and treatment selection: statement from a working group of thoracic pathologists. Histopathology 2024; 84:429-439. [PMID: 37957137 DOI: 10.1111/his.15078] [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: 04/12/2023] [Revised: 10/05/2023] [Accepted: 10/07/2023] [Indexed: 11/15/2023]
Abstract
Many patients with non-small cell lung cancer do not receive guideline-recommended, biomarker-directed therapy, despite the potential for improved clinical outcomes. Access to timely, accurate, and comprehensive molecular profiling, including targetable protein overexpression, is essential to allow fully informed treatment decisions to be taken. In turn, this requires optimal tissue management to protect and maximize the use of this precious finite resource. Here, a group of leading thoracic pathologists recommend factors to consider for optimal tissue management. Starting from when lung cancer is first suspected, keeping predictive biomarker testing in the front of the mind should drive the development of practices and procedures that conserve tissue appropriately to support molecular characterization and treatment selection.
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Affiliation(s)
- Keith M Kerr
- Department of Pathology, Aberdeen Royal Infirmary and Aberdeen University Medical School, Aberdeen, UK
| | - Lukas Bubendorf
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Fernando Lopez-Rios
- Department of Pathology, 12 de Octubre University Hospital-CIBERONC, Research Institute 12 de Octubre University Hospital (i+12), Universidad Complutense, Madrid, Spain
| | | | | | - Philippe Joubert
- Québec Heart and Lung Institute-Laval University (IUCPQ-UL), Quebec, QC, Canada
| | - Arndt Hartmann
- Institute of Pathology, University Erlangen-Nürnberg, Erlangen, Germany
| | - Elena Guerini-Rocco
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | | | - Paul Hofman
- Nice University Hospital, FHU OncoAge, BB-0033-00025, University Côte d'Azur, Nice, France
| | - Wendy A Cooper
- Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and NSW Health Pathology, Sydney, NSW, Australia
- The University of Sydney, Sydney, NSW, Australia
- Western Sydney University, Campbelltown, NSW, Australia
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6
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Rolfo C, Denninghoff V. Globalization of precision medicine programs in lung cancer: a health system challenge. THE LANCET REGIONAL HEALTH. EUROPE 2024; 36:100819. [PMID: 38170059 PMCID: PMC10758970 DOI: 10.1016/j.lanepe.2023.100819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 11/29/2023] [Indexed: 01/05/2024]
Affiliation(s)
- Christian Rolfo
- Center for Thoracic Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Valeria Denninghoff
- Liquid Biopsy and Cancer Interception Group, Centre for Genomics and Oncological Research - Pfizer - University of Granada - Andalusian Regional Government (GENyO), Granada, Spain
- Molecular-Clinical Lab - University of Buenos Aires (UBA) - National Council for Scientific and Technical Research (CONICET), Argentina
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7
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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] [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.
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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
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8
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Porta C, Pradelli L, Sicari E, Castellani S, Sivakumar S, Sokol E, Montesion M, Wieland T, Rambichler J, Minari R, Tiseo M. Liquid biopsy comprehensive genomic profiling of lung cancer in the Italian population: A real-world experience. Lung Cancer 2023; 185:107359. [PMID: 37703610 DOI: 10.1016/j.lungcan.2023.107359] [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: 07/04/2023] [Revised: 08/23/2023] [Accepted: 09/01/2023] [Indexed: 09/15/2023]
Abstract
OBJECTIVES Liquid biopsy with next-generation sequencing (NGS) has emerged as a promising tool for tumor mutation profiling. In this study, we describe the genomic profile of Italian lung cancer patients tested with blood-based comprehensive genomic profiling (CGP) to assess the genomic landscape complexity and its impact on enhancing treatment options for patients. MATERIALS AND METHODS Between January 2021 and December 2021, a total of 229 lung cancer patients were profiled by FoundationOne®Liquid CDx (F1LCDx®) assay on circulating tumor DNA (ctDNA). F1LCDx® reports alterations across 324 cancer-related genes and genomic signatures, including tumor fraction (TF) and blood-based tumor mutational burden (bTMB). Detected variants were classified according to the ESMO Scale of Clinical Actionability for molecular Targets (ESCAT). RESULTS 90.4% of patients had at least one detectable alteration in plasma. The most frequently mutated genes were TP53 (47.6%), DNMT3A (33.2%), EGFR (20.1%), and KRAS (15.7%). Elevated TF was detected in 18.3% of patients, suggesting high reliability of test results. According to the ESCAT classification, potentially actionable alterations (Tier I-II) were identified in 27.1% of samples. An additional 5.2% harbored an alteration for which an approved drug is available in other cancer types (Tier III). Furthermore, 13.1% of tumors exhibited high bTMB, which may predict response to immunotherapy. Overall, 156 (68.1%) patients were eligible for enrolment in clinical trials. CONCLUSION Liquid biopsy NGS is a viable and valuable approach to guide personalized therapy. The use of blood-based CGP may help identify a larger number of actionable mutations and increase chances of enrolment in clinical trials.
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Affiliation(s)
| | | | | | | | | | - Ethan Sokol
- Foundation Medicine, Inc., Cambridge, MA, USA
| | | | | | | | - Roberta Minari
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Marcello Tiseo
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy; Department of Medicine and Surgery, University of Parma, Parma, Italy
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9
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Giacomini P, Valenti F, Allegretti M, Pallocca M, De Nicola F, Ciuffreda L, Fanciulli M, Scalera S, Buglioni S, Melucci E, Casini B, Carosi M, Pescarmona E, Giordani E, Sperati F, Jannitti N, Betti M, Maugeri-Saccà M, Cecere FL, Villani V, Pace A, Appetecchia M, Vici P, Savarese A, Krasniqi E, Ferraresi V, Russillo M, Fabi A, Landi L, Minuti G, Cappuzzo F, Zeuli M, Ciliberto G. The Molecular Tumor Board of the Regina Elena National Cancer Institute: from accrual to treatment in real-world. J Transl Med 2023; 21:725. [PMID: 37845764 PMCID: PMC10577953 DOI: 10.1186/s12967-023-04595-5] [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: 08/09/2023] [Accepted: 10/05/2023] [Indexed: 10/18/2023] Open
Abstract
BACKGROUND Molecular Tumor Boards (MTB) operating in real-world have generated limited consensus on good practices for accrual, actionable alteration mapping, and outcome metrics. These topics are addressed herein in 124 MTB patients, all real-world accrued at progression, and lacking approved therapy options. METHODS Actionable genomic alterations identified by tumor DNA (tDNA) and circulating tumor DNA (ctDNA) profiling were mapped by customized OncoKB criteria to reflect diagnostic/therapeutic indications as approved in Europe. Alterations were considered non-SoC when mapped at either OncoKB level 3, regardless of tDNA/ctDNA origin, or at OncoKB levels 1/2, provided they were undetectable in matched tDNA, and had not been exploited in previous therapy lines. RESULTS Altogether, actionable alterations were detected in 54/124 (43.5%) MTB patients, but only in 39 cases (31%) were these alterations (25 from tDNA, 14 from ctDNA) actionable/unexploited, e.g. they had not resulted in the assignment of pre-MTB treatments. Interestingly, actionable and actionable/unexploited alterations both decreased (37.5% and 22.7% respectively) in a subset of 88 MTB patients profiled by tDNA-only, but increased considerably (77.7% and 66.7%) in 18 distinct patients undergoing combined tDNA/ctDNA testing, approaching the potential treatment opportunities (76.9%) in 147 treatment-naïve patients undergoing routine tDNA profiling for the first time. Non-SoC therapy was MTB-recommended to all 39 patients with actionable/unexploited alterations, but only 22 (56%) accessed the applicable drug, mainly due to clinical deterioration, lengthy drug-gathering procedures, and geographical distance from recruiting clinical trials. Partial response and stable disease were recorded in 8 and 7 of 19 evaluable patients, respectively. The time to progression (TTP) ratio (MTB-recommended treatment vs last pre-MTB treatment) exceeded the conventional Von Hoff 1.3 cut-off in 9/19 cases, high absolute TTP and Von Hoff values coinciding in 3 cases. Retrospectively, 8 patients receiving post-MTB treatment(s) as per physician's choice were noted to have a much longer overall survival from MTB accrual than 11 patients who had received no further treatment (35.09 vs 6.67 months, p = 0.006). CONCLUSIONS MTB-recommended/non-SoC treatments are effective, including those assigned by ctDNA-only alterations. However, real-world MTBs may inadvertently recruit patients electively susceptible to diverse and/or multiple treatments.
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Affiliation(s)
- Patrizio Giacomini
- Clinical Trial Center, Biostatistics and Bioinformatics, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy.
| | - Fabio Valenti
- UOC Translational Oncology Research, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Matteo Allegretti
- UOC Translational Oncology Research, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Matteo Pallocca
- Clinical Trial Center, Biostatistics and Bioinformatics, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Francesca De Nicola
- SAFU, Department of Research, Advanced Diagnostics, and Technological Innovation, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Ludovica Ciuffreda
- SAFU, Department of Research, Advanced Diagnostics, and Technological Innovation, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Maurizio Fanciulli
- SAFU, Department of Research, Advanced Diagnostics, and Technological Innovation, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Stefano Scalera
- Clinical Trial Center, Biostatistics and Bioinformatics, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Simonetta Buglioni
- Department of Pathology, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Elisa Melucci
- Department of Pathology, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Beatrice Casini
- Department of Pathology, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Mariantonia Carosi
- Department of Pathology, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Edoardo Pescarmona
- Department of Pathology, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Elena Giordani
- UOC Translational Oncology Research, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Francesca Sperati
- Clinical Trial Center, Biostatistics and Bioinformatics, San Gallicano Dermatological Institute IRCCS, 00144, Rome, Italy
| | - Nicoletta Jannitti
- Pharmacy Unit, Medical Direction, IRCCS-Regina Elena National Cancer Institute and San Gallicano Institute, 00144, Rome, Italy
| | - Martina Betti
- Clinical Trial Center, Biostatistics and Bioinformatics, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Marcello Maugeri-Saccà
- Clinical Trial Center, Biostatistics and Bioinformatics, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
- Medical Oncology 2, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | | | - Veronica Villani
- Neuro-Oncology Unit, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Andrea Pace
- Neuro-Oncology Unit, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Marialuisa Appetecchia
- Oncological Endocrinology Unit, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Patrizia Vici
- Phase IV Studies, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Antonella Savarese
- Medical Oncology 1, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Eriseld Krasniqi
- Phase IV Studies, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Virginia Ferraresi
- Sarcomas and Rare Tumors Departmental Unit, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Michelangelo Russillo
- Sarcomas and Rare Tumors Departmental Unit, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Alessandra Fabi
- Precision Medicine Unit in Senology, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168, Rome, Italy
| | - Lorenza Landi
- Clinical Trial Center: Phase 1 and Precision Medicine, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Gabriele Minuti
- Clinical Trial Center: Phase 1 and Precision Medicine, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Federico Cappuzzo
- Medical Oncology 2, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Massimo Zeuli
- Clinical Trial Center, Biostatistics and Bioinformatics, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
- Medical Oncology 1, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
| | - Gennaro Ciliberto
- Scientific Direction, IRCCS-Regina Elena National Cancer Institute, 00144, Rome, Italy
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10
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Turner JH. Cancer Care by Committee to be Superseded by Personal Physician-Patient Partnership Informed by Artificial Intelligence. Cancer Biother Radiopharm 2023; 38:497-505. [PMID: 37366774 DOI: 10.1089/cbr.2023.0058] [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] [Indexed: 06/28/2023] Open
Abstract
Multidisciplinary tumor boards (MTBs) have become the reference standard of cancer management, founded upon randomized controlled trial (RCT) evidence-based guidelines. The inordinate delays inherent in awaiting formal regulatory agency approvals of novel therapeutic agents, and the rigidities and nongeneralizability of this regimented approach, often deny cancer patients timely access to effective innovative treatment. Reluctance of MTBs to accept theranostic care of patients with advanced neuroendocrine tumors (NETs) and metastatic castrate-resistant prostate cancer resulted in decades of delay in the incorporation of 177Lu-octreotate and 177Lu-prostate-specific membrane antigen (PSMA) into routine clinical oncology practice. Recent developments in immunotherapy and molecular targeted precision therapy, based on N-of-One individual multifactorial genome analyses, have greatly increased the complexity of decision-making. Burgeoning specialist workload and tight time frames now threaten to overwhelm the logistically, and emotionally, demanding MTB system. It is hypothesized that the advent of advanced artificial intelligence technology and Chatbot natural language algorithms will shift the cancer care paradigm from a MTB management model toward a personal physician-patient shared-care partnership for real-world practice of precision individualized holistic oncology.
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Affiliation(s)
- J Harvey Turner
- Department of Nuclear Medicine, Fiona Stanley Fremantle Hospitals Group, The University of Western Australia, Murdoch, Australia
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11
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Vodicska B, Déri J, Tihanyi D, Várkondi E, Kispéter E, Dóczi R, Lakatos D, Dirner A, Vidermann M, Filotás P, Szalkai-Dénes R, Szegedi I, Bartyik K, Gábor KM, Simon R, Hauser P, Péter G, Kiss C, Garami M, Peták I. Real-world performance analysis of a novel computational method in the precision oncology of pediatric tumors. World J Pediatr 2023; 19:992-1008. [PMID: 36914906 PMCID: PMC10497647 DOI: 10.1007/s12519-023-00700-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 01/31/2023] [Indexed: 03/16/2023]
Abstract
BACKGROUND The utility of routine extensive molecular profiling of pediatric tumors is a matter of debate due to the high number of genetic alterations of unknown significance or low evidence and the lack of standardized and personalized decision support methods. Digital drug assignment (DDA) is a novel computational method to prioritize treatment options by aggregating numerous evidence-based associations between multiple drivers, targets, and targeted agents. DDA has been validated to improve personalized treatment decisions based on the outcome data of adult patients treated in the SHIVA01 clinical trial. The aim of this study was to evaluate the utility of DDA in pediatric oncology. METHODS Between 2017 and 2020, 103 high-risk pediatric cancer patients (< 21 years) were involved in our precision oncology program, and samples from 100 patients were eligible for further analysis. Tissue or blood samples were analyzed by whole-exome (WES) or targeted panel sequencing and other molecular diagnostic modalities and processed by a software system using the DDA algorithm for therapeutic decision support. Finally, a molecular tumor board (MTB) evaluated the results to provide therapy recommendations. RESULTS Of the 100 cases with comprehensive molecular diagnostic data, 88 yielded WES and 12 panel sequencing results. DDA identified matching off-label targeted treatment options (actionability) in 72/100 cases (72%), while 57/100 (57%) showed potential drug resistance. Actionability reached 88% (29/33) by 2020 due to the continuous updates of the evidence database. MTB approved the clinical use of a DDA-top-listed treatment in 56 of 72 actionable cases (78%). The approved therapies had significantly higher aggregated evidence levels (AELs) than dismissed therapies. Filtering of WES results for targeted panels missed important mutations affecting therapy selection. CONCLUSIONS DDA is a promising approach to overcome challenges associated with the interpretation of extensive molecular profiling in the routine care of high-risk pediatric cancers. Knowledgebase updates enable automatic interpretation of a continuously expanding gene set, a "virtual" panel, filtered out from genome-wide analysis to always maximize the performance of precision treatment planning.
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Affiliation(s)
- Barbara Vodicska
- Oncompass Medicine Hungary Kft, Retek Str. 34, Budapest, 1024, Hungary
| | - Júlia Déri
- Oncompass Medicine Hungary Kft, Retek Str. 34, Budapest, 1024, Hungary
| | - Dóra Tihanyi
- Oncompass Medicine Hungary Kft, Retek Str. 34, Budapest, 1024, Hungary
| | - Edit Várkondi
- Oncompass Medicine Hungary Kft, Retek Str. 34, Budapest, 1024, Hungary
| | - Enikő Kispéter
- Oncompass Medicine Hungary Kft, Retek Str. 34, Budapest, 1024, Hungary
| | - Róbert Dóczi
- Oncompass Medicine Hungary Kft, Retek Str. 34, Budapest, 1024, Hungary
| | - Dóra Lakatos
- Oncompass Medicine Hungary Kft, Retek Str. 34, Budapest, 1024, Hungary
| | - Anna Dirner
- Oncompass Medicine Hungary Kft, Retek Str. 34, Budapest, 1024, Hungary
| | - Mátyás Vidermann
- Oncompass Medicine Hungary Kft, Retek Str. 34, Budapest, 1024, Hungary
| | - Péter Filotás
- Oncompass Medicine Hungary Kft, Retek Str. 34, Budapest, 1024, Hungary
| | | | - István Szegedi
- Division of Pediatric Hematology-Oncology, Department of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Katalin Bartyik
- Department of Pediatrics, Albert Szent-Györgyi Medical School, University of Szeged, Szeged, Hungary
| | - Krisztina Míta Gábor
- Department of Pediatrics, Albert Szent-Györgyi Medical School, University of Szeged, Szeged, Hungary
| | - Réka Simon
- Onco-Hematology Department, Velkey László Paediatric Health Centre, Miskolc, Hungary
| | - Péter Hauser
- Department of Paediatrics, Semmelweis University, Budapest, Hungary
| | - György Péter
- Onco-Hematology Department, Heim Pál Children's Hospital, Budapest, Hungary
| | - Csongor Kiss
- Division of Pediatric Hematology-Oncology, Department of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Miklós Garami
- Department of Paediatrics, Semmelweis University, Budapest, Hungary
| | - István Peták
- Oncompass Medicine Hungary Kft, Retek Str. 34, Budapest, 1024, Hungary.
- Department of Pharmacology and Pharmacotherapy, Semmelweis University, Budapest, Hungary.
- Department of Pharmaceutical Sciences, University of Illinois at Chicago, Chicago, USA.
- Genomate Health, Cambridge, MA, USA.
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12
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Meri-Abad M, Moreno-Manuel A, García SG, Calabuig-Fariñas S, Pérez RS, Herrero CC, Jantus-Lewintre E. Clinical and technical insights of tumour mutational burden in non-small cell lung cancer. Crit Rev Oncol Hematol 2023; 182:103891. [PMID: 36565893 DOI: 10.1016/j.critrevonc.2022.103891] [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: 10/30/2022] [Revised: 11/28/2022] [Accepted: 11/30/2022] [Indexed: 12/24/2022] Open
Abstract
Despite the durable responses provided by the introduction of checkpoint inhibitors in advanced Non-Small Cell Lung Cancer (NSCLC) without actionable targets in a subset of patients, a large proportion of them will progress after immunotherapy. Programmed Death Ligand 1 (PD-L1) was the first biomarker approved for immunotherapy, although it has multiple limitations, thus the development of novel biomarkers is an urgent need. Tumour Mutational Burden (TMB) is an emerging biomarker defined as the total number of mutations per coding area of tumour genome. Targeted gene panels have emerged as a cost-effective approach to estimate TMB. However, there is still an unmet need to fully standardize sample requirements, panel size, and bioinformatic pipelines to ensure that TMB is calculated appropriately. In addition, researchers are also evaluating TMB calculation in liquid biopsy. In this work, we summarize the relevant advances and the clinical utility of TMB in NSCLC.
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Affiliation(s)
- Marina Meri-Abad
- Medical Oncology Department, General University Hospital of Valencia, Valencia, Spain
| | - Andrea Moreno-Manuel
- Mixed Unit TRIAL (Príncipe Felipe Research Centre & Fundación para la Investigación del Hospital General Universitario de Valencia), Valencia, Spain; CIBERONC, Valencia, Spain
| | - Sandra Gallach García
- Mixed Unit TRIAL (Príncipe Felipe Research Centre & Fundación para la Investigación del Hospital General Universitario de Valencia), Valencia, Spain; CIBERONC, Valencia, Spain
| | - Silvia Calabuig-Fariñas
- Mixed Unit TRIAL (Príncipe Felipe Research Centre & Fundación para la Investigación del Hospital General Universitario de Valencia), Valencia, Spain; CIBERONC, Valencia, Spain; Pathology Department, Universitat de València, Valencia, Spain
| | - Rafael Sirera Pérez
- CIBERONC, Valencia, Spain; Biotechnology Department, Universitat Politècnica de València, Valencia, Spain; Mixed Unit Nanomedicine, Centro Investigación Príncipe Felipe-Universitat Politècnica de Valencia, 46022 Valencia, Spain
| | - Carlos Camps Herrero
- Medical Oncology Department, General University Hospital of Valencia, Valencia, Spain; Mixed Unit TRIAL (Príncipe Felipe Research Centre & Fundación para la Investigación del Hospital General Universitario de Valencia), Valencia, Spain; CIBERONC, Valencia, Spain; Department of Medicine, Universitat de València, Valencia, Spain
| | - Eloisa Jantus-Lewintre
- Mixed Unit TRIAL (Príncipe Felipe Research Centre & Fundación para la Investigación del Hospital General Universitario de Valencia), Valencia, Spain; CIBERONC, Valencia, Spain; Biotechnology Department, Universitat Politècnica de València, Valencia, Spain; Mixed Unit Nanomedicine, Centro Investigación Príncipe Felipe-Universitat Politècnica de Valencia, 46022 Valencia, Spain.
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13
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Schapranow MP, Borchert F, Bougatf N, Hund H, Eils R. Software-Tool Support for Collaborative, Virtual, Multi-Site Molecular Tumor Boards. SN COMPUTER SCIENCE 2023; 4:358. [PMID: 37131499 PMCID: PMC10136394 DOI: 10.1007/s42979-023-01771-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 03/03/2023] [Indexed: 05/04/2023]
Abstract
The availability of high-throughput molecular diagnostics builds the foundation for Molecular Tumor Boards (MTBs). Although more fine-grained data is expected to support decision making of oncologists, assessment of data is complex and time-consuming slowing down the implementation of MTBs, e.g., due to retrieval of the latest medical publications, assessment of clinical evidence, or linkage to the latest clinical guidelines. We share our findings from analysis of existing tumor board processes and defininion of clinical processes for the adoption of MTBs. Building on our findings, we have developed a real-world software prototype together with oncologists and medical professionals, which supports the preparation and conduct of MTBs and enables collaboration between medical experts by sharing medical knowledge even across the hospital locations. We worked in interdisciplinary teams of clinicians, oncologists, medical experts, medical informaticians, and software engineers using design thinking methodology. With their input, we identified challenges and limitations of the current MTB approaches, derived clinical process models using Business Process and Modeling Notation (BMPN), and defined personas, functional and non-functional requirements for software tool support. Based on it, we developed software prototypes and evaluated them with clinical experts from major university hospitals across Germany. We extended the Kanban methodology enabling holistic tracking of patient cases from "backlog" to "follow-up" in our app. The feedback from interviewed medical professionals showed that our clinical process models and software prototype provide suitable process support for the preparation and conduction of molecular tumor boards. The combination of oncology knowledge across hospitals and the documentation of treatment decision can be used to form a unique medical knowledge base by oncologists for oncologists. Due to the high heterogeneity of tumor diseases and the spread of the latest medical knowledge, a cooperative decision-making process including insights from similar patient cases was considered as a very valuable feature. The ability to transform prepared case data into a screen presentation was recognized as an essential feature speeding up the preparation process. Oncologists require special software tool support to incorporate and assess molecular data for the decision-making process. In particular, the need for linkage to the latest medical knowledge, clinical evidence, and collaborative tools to discuss individual cases were named to be of importance. With the experiences from the COVID-19 pandemic, the acceptance of online tools and collaborative working is expected to grow. Our virtual multi-site approach proved to allow a collaborative decision-making process for the first time, which we consider to have a positive impact on the overall treatment quality.
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Affiliation(s)
- Matthieu-P. Schapranow
- Hasso Plattner Institute for Digital Engineering, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482 Potsdam, Germany
| | - Florian Borchert
- Hasso Plattner Institute for Digital Engineering, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482 Potsdam, Germany
| | - Nina Bougatf
- Department of Radiation Oncology, Heidelberg Ion-Beam Therapy Center (HIT), Heidelberg University Hospital, Im Neuenheimer Feld 450, 69120 Heidelberg, Germany
| | - Hauke Hund
- GECKO Institute, Heilbronn University of Applied Sciences, Max-Planck-Straße 39, 74081 Heilbronn, Germany
| | - Roland Eils
- Center for Digital Health, Berlin Institute of Health and Charité Universitätsmedizin Berlin, Kapelle-Ufer 2, 10117 Berlin, Germany
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14
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Trapani D, Crimini E, Sandoval J, Curigliano G. Next-Generation Sequencing for Advanced Breast Cancer: What the Way to Go? Cancer Treat Res 2023; 188:343-351. [PMID: 38175352 DOI: 10.1007/978-3-031-33602-7_13] [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] [Indexed: 01/05/2024]
Abstract
The rapid implementation of precision medicine tools in diagnosing and treating breast cancer (BC) has widened the potential therapeutic options for patients. The applications of gene sequencing, including next-generation gene sequencing (NGS), have led to numerous questions on how to validate, implement, interpret, prioritize and operationalize precision medicine tools to deliver meaningful and impactful interventions. Limited benefit has been portended with earlier experiences of NGS-driven treatment, in BC. However, the development and use of frameworks of clinical actionability of genomic alterations, for example, detected with NGS, has resulted in better patient selection, and potentially higher therapeutic value. The European Society for Medical Oncology Scale for Clinical Actionability of molecular Targets (ESCAT) is a framework that includes five tiers of clinical actionability, with tier 1 reserved for approved drugs with demonstrated benefits for targetable genomic alterations. The re-analysis of clinical studies by grouping the genomic alterations and matched drugs with ESCAT, in high vs lower tiers has demonstrated a significant benefit portended by high tiers alterations, with the availability of efficacious treatments. As a result, frameworks for actionability, like ESCAT, should be fundamental in developing and implementing NGS-driven, and broadly, precision medicine research and treatments.
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Affiliation(s)
- Dario Trapani
- Division of New Drug Development for innovative therapies, European Institute of Oncology IRCCS, Milan, Italy.
| | - Edoardo Crimini
- Division of New Drug Development for innovative therapies, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hematology, University of Milan, Milan, Italy
| | - José Sandoval
- Department of Oncology, Geneva University Hospitals, Geneva, Switzerland
- Unit of Population Epidemiology, Division and Department of Primary Care Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Giuseppe Curigliano
- Division of New Drug Development for innovative therapies, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hematology, University of Milan, Milan, Italy
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Smith J, Braithwaite J, O'Brien TA, Smith S, Tyrrell VJ, Mould EVA, Long JC, Rapport F. The Voices of Stakeholders Involved in Precision Medicine: The Co-Design and Evaluation of Qualitative Indicators of Intervention Acceptability, Fidelity and Context in PRecISion Medicine for Children With Cancer in Australia. QUALITATIVE HEALTH RESEARCH 2022; 32:1865-1880. [PMID: 36066496 DOI: 10.1177/10497323221120501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
We report a novel approach of amalgamating implementation outcomes of acceptability and fidelity alongside context as a new way of qualitatively evaluating implementation outcomes and context of a precision medicine intervention. A rapid qualitative online proforma was co-designed with stakeholders and sent to a purposive sample of healthcare professionals involved in an early-phase clinical trial intervention. Data were analysed using Framework Analysis. A total of 24 out of 68 proformas were returned. Although some participants raised concerns about drug medication access issues, the main intervention was well accepted and understood across professional groups. Comprehension was enhanced through exposure to specialist multidisciplinary meeting arrangements. In conclusion, a rapid data collection tool and framework are now available to assess readily measurable, qualitative indicators of acceptability, fidelity of receipt and contextual fit within the dynamic precision medicine context.
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Affiliation(s)
- James Smith
- Centre for Healthcare Resilience and Implementation Science, 208044Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia
| | - Jeffrey Braithwaite
- Centre for Healthcare Resilience and Implementation Science, 208044Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia
| | - Tracey A O'Brien
- Faculty of Medicine, School of Women's and Children's Health, 7800University of New South Wales, Sydney, NSW, Australia
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia
| | - Stephanie Smith
- School of Population Health, 1649Curtin University, Perth, WA, Australia
- School of Nursing and Midwifery, Edith Cowan University, Perth, WA, Australia
- Perth Children's Hospital, Nedlands, WA, Australia
| | - Vanessa J Tyrrell
- Children's Cancer Institute, 188680Lowy Cancer Research Centre, University of New South Wales, Randwick, NSW, Australia
| | - Emily V A Mould
- Children's Cancer Institute, 188680Lowy Cancer Research Centre, University of New South Wales, Randwick, NSW, Australia
| | - Janet C Long
- Centre for Healthcare Resilience and Implementation Science, 208044Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia
| | - Frances Rapport
- Centre for Healthcare Resilience and Implementation Science, 208044Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia
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16
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Mack M, Broche J, George S, Hajjari Z, Janke F, Ranganathan L, Ashouri M, Bleul S, Desuki A, Engels C, Fliedner SM, Hartmann N, Hummel M, Janning M, Kiel A, Köhler T, Koschade S, Lablans M, Lambarki M, Loges S, Lueong S, Meyer S, Ossowski S, Scherer F, Schroeder C, Skowronek P, Thiede C, Uhl B, Vehreschild JJ, von Bubnoff N, Wagner S, Werner TV, Westphalen CB, Fresser P, Sültmann H, Tinhofer I, Winter C. The DKTK EXLIQUID consortium – exploiting liquid biopsies to advance cancer precision medicine for molecular tumor board patients. J LAB MED 2022. [DOI: 10.1515/labmed-2022-0071] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023] Open
Abstract
Abstract
Testing for genetic alterations in tumor tissue allows clinicians to identify patients who most likely will benefit from molecular targeted treatment. EXLIQUID – exploiting liquid biopsies to advance cancer precision medicine – investigates the potential of additional non-invasive tools for guiding therapy decisions and monitoring of advanced cancer patients. The term “liquid biopsy” (LB) refers to non-invasive analysis of tumor-derived circulating material such as cell-free DNA in blood samples from cancer patients. Although recent technological advances allow sensitive and specific detection of LB biomarkers, only few LB assays have entered clinical routine to date. EXLIQUID is a German Cancer Consortium (DKTK)-wide joint funding project that aims at establishing LBs as a minimally-invasive tool to analyze molecular changes in circulating tumor DNA (ctDNA). Here, we present the structure, clinical aim, and methodical approach of the new DKTK EXLIQUID consortium. Within EXLIQUID, we will set up a multicenter repository of high-quality LB samples from patients participating in DKTK MASTER and local molecular tumor boards, which use molecular profiles of tumor tissues to guide targeted therapies. We will develop LB assays for monitoring of therapy efficacy by the analysis of tumor mutant variants and tumor-specific DNA methylation patterns in ctDNA from these patients. By bringing together LB experts from all DKTK partner sites and exploiting the diversity of their particular expertise, complementary skills and technologies, the EXLIQUID consortium addresses the challenges of translating LBs into the clinic. The DKTK structure provides EXLIQUID a unique position for the identification of liquid biomarkers even in less common tumor types, thereby extending the group of patients benefitting from non-invasive LB testing. Besides its scientific aims, EXLIQUID is building a valuable precision oncology cohort and LB platform which will be available for future collaborative research studies within the DKTK and beyond.
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Affiliation(s)
- Matthias Mack
- School of Medicine , Institute of Clinical Chemistry and Pathobiochemistry, Technical University of Munich , Munich , Germany
- German Cancer Consortium (DKTK), Partner Site Munich , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Julian Broche
- Institute of Medical Genetics and Applied Genomics, University of Tübingen , Tübingen , Germany
- German Cancer Consortium (DKTK), Partner Site Tübingen , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Stephen George
- Department of Radiooncology and Radiotherapy , Charité University Hospital Berlin , Berlin , Germany
- German Cancer Consortium (DKTK), Partner Site Berlin , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Zahra Hajjari
- West German Cancer Center , Bridge Institute of Experimental Tumor Therapy, University Hospital Essen , Essen , Germany
- German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Florian Janke
- Division of Cancer Genome Research , German Cancer Research Center (DKFZ) , Heidelberg , Germany
- German Cancer Consortium (DKTK) , Heidelberg , Germay
| | - Lavanya Ranganathan
- Department of Medicine I , Medical Center – University of Freiburg , Freiburg , Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Mohammadreza Ashouri
- School of Medicine , Institute of Clinical Chemistry and Pathobiochemistry, Technical University of Munich , Munich , Germany
- German Cancer Consortium (DKTK), Partner Site Munich , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Sabine Bleul
- Department of Medicine I , Medical Center – University of Freiburg , Freiburg , Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Alexander Desuki
- University Cancer Center (UCT), University Medical Center of the Johannes Gutenberg-University Mainz , Mainz , Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Cecilia Engels
- Charité University Hospital Berlin , Berlin , Germany
- German Cancer Consortium (DKTK), Partner Site Berlin , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Stephanie M.J. Fliedner
- University Cancer Center Schleswig-Holstein, University Medical Center Schleswig-Holstein , Kiel/Lübeck , Germany
| | - Nils Hartmann
- Institute of Pathology, University Medical Center JGU Mainz , Mainz , Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Michael Hummel
- Charité University Hospital Berlin , Berlin , Germany
- German Cancer Consortium (DKTK), Partner Site Berlin , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Melanie Janning
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim , Mannheim , Germany
- Division of Personalized Medical Oncology (A420) , German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Department of Personalized Oncology, Medical Faculty Mannheim , University Hospital Mannheim, University of Heidelberg , Mannheim , Germany
| | - Alexander Kiel
- Complex Data Processing in Medical Informatics , University Medical Center Mannheim , Mannheim , Germany
- German Cancer Consortium (DKTK); and Federated Information Systems , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Thomas Köhler
- Complex Data Processing in Medical Informatics , University Medical Center Mannheim , Mannheim , Germany
- German Cancer Consortium (DKTK); and Federated Information Systems , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Sebastian Koschade
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz , German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Department of Medicine, Hematology/Oncology , Goethe University , Frankfurt , Germany
| | - Martin Lablans
- Complex Data Processing in Medical Informatics , University Medical Center Mannheim , Mannheim , Germany
- German Cancer Consortium (DKTK); and Federated Information Systems , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Mohamed Lambarki
- Complex Data Processing in Medical Informatics , University Medical Center Mannheim , Mannheim , Germany
- German Cancer Consortium (DKTK); and Federated Information Systems , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Sonja Loges
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim , Mannheim , Germany
- Division of Personalized Medical Oncology (A420) , German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Department of Personalized Oncology, Medical Faculty Mannheim , University Hospital Mannheim, University of Heidelberg , Mannheim , Germany
| | - Smiths Lueong
- West German Cancer Center , Bridge Institute of Experimental Tumor Therapy, University Hospital Essen , Essen , Germany
- German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Sandra Meyer
- University Hospital Frankfurt , Frankfurt , Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Stephan Ossowski
- Institute of Medical Genetics and Applied Genomics, University of Tübingen , Tübingen , Germany
- German Cancer Consortium (DKTK), Partner Site Tübingen , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Florian Scherer
- Department of Medicine I , Medical Center – University of Freiburg , Freiburg , Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Christopher Schroeder
- Institute of Medical Genetics and Applied Genomics, University of Tübingen , Tübingen , Germany
- German Cancer Consortium (DKTK), Partner Site Tübingen , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Patrick Skowronek
- Complex Data Processing in Medical Informatics , University Medical Center Mannheim , Mannheim , Germany
- German Cancer Consortium (DKTK); and Federated Information Systems , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Christian Thiede
- Department of Medicine I , University Hospital Carl Gustav Carus , Dresden , Germany
- German Cancer Consortium (DKTK), Partner Site Dresden , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Barbara Uhl
- University Hospital Frankfurt , Frankfurt , Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Jörg Janne Vehreschild
- University Hospital Frankfurt , Frankfurt , Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Nikolas von Bubnoff
- University Cancer Center Schleswig-Holstein, University Medical Center Schleswig-Holstein , Kiel/Lübeck , Germany
| | - Sebastian Wagner
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz , German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Department of Medicine, Hematology/Oncology , Goethe University , Frankfurt , Germany
| | - Tamara V. Werner
- Medical Center, Medical Faculty , Institute for Surgical Pathology, University of Freiburg , Freiburg , Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - C. Benedikt Westphalen
- Comprehensive Cancer Center Munich & Department of Medicine III , Ludwig Maximilian University of Munich , Munich , Germany
- German Cancer Consortium (DKTK), Partner Site Munich , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Patrizia Fresser
- School of Medicine , Institute of Clinical Chemistry and Pathobiochemistry, Technical University of Munich , Munich , Germany
- German Cancer Consortium (DKTK), Partner Site Munich , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Holger Sültmann
- Division of Cancer Genome Research , German Cancer Research Center (DKFZ) , Heidelberg , Germany
- German Cancer Consortium (DKTK) , Heidelberg , Germay
| | - Ingeborg Tinhofer
- Department of Radiooncology and Radiotherapy , Charité University Hospital Berlin , Berlin , Germany
- German Cancer Consortium (DKTK), Partner Site Berlin , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Christof Winter
- School of Medicine , Institute of Clinical Chemistry and Pathobiochemistry, Technical University of Munich , Munich , Germany
- German Cancer Consortium (DKTK), Partner Site Munich , German Cancer Research Center (DKFZ) , Heidelberg , Germany
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17
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Implications of Oncology Trial Design and Uncertainties in Efficacy-Safety Data on Health Technology Assessments. Curr Oncol 2022; 29:5774-5791. [PMID: 36005193 PMCID: PMC9406873 DOI: 10.3390/curroncol29080455] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Revised: 08/10/2022] [Accepted: 08/11/2022] [Indexed: 11/17/2022] Open
Abstract
Background: Advances in cancer medicines have resulted in tangible health impacts, but the magnitude of benefits of approved cancer medicines could vary greatly. Health Technology Assessment (HTA) is a multidisciplinary process used to inform resource allocation through a systematic value assessment of health technology. This paper reviews the challenges in conducting HTA for cancer medicines arising from oncology trial designs and uncertainties of safety-efficacy data. Methods: Multiple databases (PubMed, Scopus and Google Scholar) and grey literature (public health agencies and governmental reports) were searched to inform this policy narrative review. Results: A lack of robust efficacy-safety data from clinical trials and other relevant sources of evidence has made HTA for cancer medicines challenging. The approval of cancer medicines through expedited pathways has increased in recent years, in which surrogate endpoints or biomarkers for patient selection have been widely used. Using these surrogate endpoints has created uncertainties in translating surrogate measures into patient-centric clinically (survival and quality of life) and economically (cost-effectiveness and budget impact) meaningful outcomes, with potential effects on diverting scarce health resources to low-value or detrimental interventions. Potential solutions include policy harmonization between regulatory and HTA authorities, commitment to generating robust post-marketing efficacy-safety data, managing uncertainties through risk-sharing agreements, and using value frameworks. Conclusion: A lack of robust efficacy-safety data is a central problem for conducting HTA of cancer medicines, potentially resulting in misinformed resource allocation.
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18
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Kahraman A, Arnold FM, Hanimann J, Nowak M, Pauli C, Britschgi C, Moch H, Zoche M. MTPpilot: An Interactive Software for Visualization of Next-Generation Sequencing Results in Molecular Tumor Boards. JCO Clin Cancer Inform 2022; 6:e2200032. [PMID: 36007219 PMCID: PMC9470140 DOI: 10.1200/cci.22.00032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Comprehensive targeted next-generation sequencing (NGS) panels are routinely used in modern molecular cancer diagnostics. In molecular tumor boards, the detected genomic alterations are often discussed to decide the next treatment options for patients with cancer. With the increasing size and complexity of NGS panels, the discussion of these results becomes increasingly complex, especially if they are reported in a text-based form, as it is the standard in current molecular pathology.
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Affiliation(s)
- Abdullah Kahraman
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.,Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Fabian M Arnold
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Jacob Hanimann
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Marta Nowak
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Chantal Pauli
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.,Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Christian Britschgi
- Department of Medical Oncology and Hematology, Comprehensive Cancer Center Zurich, University Hospital Zurich, Zurich, Switzerland
| | - Holger Moch
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.,Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | - Martin Zoche
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
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19
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Behel V, Noronha V, Choughule A, Shetty O, Chandrani P, Kapoor A, Bondili SK, Bajpai J, Kumar R, Pai T, Bal M, Gurav M, Bapat P, Mittal N, Menon S, Patil V, Menon N, Dutt A, Prabhash K. Impact of Molecular Tumor Board on the Clinical Management of Patients With Cancer. JCO Glob Oncol 2022; 8:e2200030. [PMID: 35802838 PMCID: PMC9296182 DOI: 10.1200/go.22.00030] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Multidisciplinary molecular tumor boards (MTBs) help in interpreting complex genomic data generated by molecular tumor profiling and improve patients' access to targeted therapies. The purpose of this study was to assess the impact of our institution's MTB on the clinical management of patients with cancer. METHODS This study was conducted at a tertiary cancer center in India. Cases to be discussed in the MTB were identified by molecular pathologists, scientists, or oncologists. On the basis of the clinical data and molecular test reports, a course of clinical management was recommended and made available to the treating oncologist. We determined the proportion of patients who were recommended a change in the clinical management. We also assessed compliance of the treating oncologists with MTB recommendations. RESULTS There were 339 discussions for 328 unique patients. The median age of the cohort was 54 years (range 17-87), and the majority of the patients were men (65.1%). Of 339 cases, 133 (39.2%) were recommended continuation of ongoing therapy while the remaining 206 (60.7%) were recommended a change in clinical management. Compliance with MTB recommendations for a change in clinical management was 58.5% (79 of 138 evaluable cases). Compliance and implementation for MTB's recommendation to start a new therapy in 104 evaluable cases were 60.5% and 44.2%, respectively. A total of 248 biopsies had at least one actionable mutation. A total of 646 mutations were identified in the cohort, with EGFR being the most frequently altered gene. CONCLUSION MTBs help in interpreting results of molecular tests, understanding the significance of molecular abnormalities, and assessing the benefits of available targeted therapies and clinical trials in the management of patients with targetable genetic alterations.
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Affiliation(s)
- Vichitra Behel
- Department of Medical Oncology, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute, Mumbai, India
| | - Vanita Noronha
- Department of Medical Oncology, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute, Mumbai, India
| | - Anuradha Choughule
- Department of Medical Oncology, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute, Mumbai, India
| | - Omshree Shetty
- Homi Bhabha National Institute, Mumbai, India
- Department of Molecular Pathology, Tata Memorial Hospital, Mumbai, India
| | - Pratik Chandrani
- Department of Medical Oncology, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute, Mumbai, India
| | - Akhil Kapoor
- Department of Medical Oncology, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute, Mumbai, India
- Homi Bhabha Cancer Hospital, Varanasi, India
| | - Suresh Kumar Bondili
- Department of Medical Oncology, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute, Mumbai, India
| | - Jyoti Bajpai
- Department of Medical Oncology, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute, Mumbai, India
| | - Rajiv Kumar
- Homi Bhabha National Institute, Mumbai, India
- Department of Pathology, Tata Memorial Hospital, Mumbai, India
| | - Trupti Pai
- Homi Bhabha National Institute, Mumbai, India
- Department of Molecular Pathology, Tata Memorial Hospital, Mumbai, India
| | - Munita Bal
- Homi Bhabha National Institute, Mumbai, India
- Department of Pathology, Tata Memorial Hospital, Mumbai, India
| | - Mamta Gurav
- Homi Bhabha National Institute, Mumbai, India
- Department of Molecular Pathology, Tata Memorial Hospital, Mumbai, India
| | - Prachi Bapat
- Homi Bhabha National Institute, Mumbai, India
- Department of Molecular Pathology, Tata Memorial Hospital, Mumbai, India
| | - Neha Mittal
- Homi Bhabha National Institute, Mumbai, India
- Department of Pathology, Tata Memorial Hospital, Mumbai, India
| | - Santosh Menon
- Homi Bhabha National Institute, Mumbai, India
- Department of Pathology, Tata Memorial Hospital, Mumbai, India
| | - Vijay Patil
- Department of Medical Oncology, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute, Mumbai, India
| | - Nandini Menon
- Department of Medical Oncology, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute, Mumbai, India
| | - Amit Dutt
- Homi Bhabha National Institute, Mumbai, India
- Advanced Centre for Treatment, Research and Education in Cancer, Navi Mumbai, India
| | - Kumar Prabhash
- Department of Medical Oncology, Tata Memorial Hospital, Mumbai, India
- Homi Bhabha National Institute, Mumbai, India
- Kumar Prabhash, Department of Medical Oncology, Tata Memorial Hospital, Dr. E Borges Road, Parel, Mumbai - 400 012, Maharashtra, India; e-mail:
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20
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Crimini E, Repetto M, Tarantino P, Ascione L, Antonarelli G, Rocco EG, Barberis M, Mazzarella L, Curigliano G. Challenges and Obstacles in Applying Therapeutical Indications Formulated in Molecular Tumor Boards. Cancers (Basel) 2022; 14:3193. [PMID: 35804968 PMCID: PMC9264928 DOI: 10.3390/cancers14133193] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 06/25/2022] [Accepted: 06/27/2022] [Indexed: 11/17/2022] Open
Abstract
Considering the rapid improvement of cancer drugs' efficacy and the discovery of new molecular targets, the formulation of therapeutical indications based on the multidisciplinary approach of MTB is becoming increasingly important for attributing the correct salience to the targets identified in a single patient. Nevertheless, one of the biggest stumbling blocks faced by MTBs is not the bare indication, but its implementation in the clinical practice. Indeed, administering the drug suggested by MTB deals with some relevant difficulties: the economical affordability and geographical accessibility represent some of the major limits in the patient's view, while bureaucracy and regulatory procedures are often a disincentive for the physicians. In this review, we explore the current literature reporting MTB experiences and precision medicine clinical trials, focusing on the challenges that authors face in applying their therapeutical indications. Furthermore, we analyze and discuss some of the solutions devised to overcome these difficulties to support the MTBs in finding the most suitable solution for their specific situation. In conclusion, we strongly encourage regulatory agencies and pharmaceutical companies to develop effective strategies with medical centers implementing MTBs to facilitate access to innovative drugs and thereby allow broader therapeutical opportunities to patients.
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Affiliation(s)
- Edoardo Crimini
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
| | - Matteo Repetto
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
| | - Paolo Tarantino
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
| | - Liliana Ascione
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
| | - Gabriele Antonarelli
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
| | - Elena Guerini Rocco
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
- Division of Pathology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Massimo Barberis
- Division of Pathology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Luca Mazzarella
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
| | - Giuseppe Curigliano
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
- Department of Oncology and Hematology (DIPO), University of Milan, 20122 Milan, Italy
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21
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Vasseur D, Sassi H, Bayle A, Tagliamento M, Besse B, Marzac C, Arbab A, Auger N, Cotteret S, Aldea M, Blanc-Durand F, Géraud A, Gazzah A, Loriot Y, Hollebecque A, Martín-Romano P, Ngo-Camus M, Nicotra C, Ponce S, Sakkal M, Caron O, Smolenschi C, Micol JB, Italiano A, Rouleau E, Lacroix L. Next-Generation Sequencing on Circulating Tumor DNA in Advanced Solid Cancer: Swiss Army Knife for the Molecular Tumor Board? A Review of the Literature Focused on FDA Approved Test. Cells 2022; 11:cells11121901. [PMID: 35741030 PMCID: PMC9221453 DOI: 10.3390/cells11121901] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 06/01/2022] [Accepted: 06/10/2022] [Indexed: 11/16/2022] Open
Abstract
FDA-approved next-generation sequencing assays based on cell-free DNA offers new opportunities in a molecular-tumor-board context thanks to the noninvasiveness of liquid biopsy, the diversity of analyzed parameters and the short turnaround time. It gives the opportunity to study the heterogeneity of the tumor, to elucidate complex resistance mechanisms and to adapt treatment strategies. However, lowering the limit of detection and increasing the panels' size raise new questions in terms of detection of incidental germline alterations, occult malignancies and clonal hematopoiesis of indeterminate potential mutations. In this review, after a technological discussion and description of the common problematics encountered, we establish recommendations in properly using these FDA-approved tests in a molecular-tumor-board context.
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Affiliation(s)
- Damien Vasseur
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
- AMMICa UAR3655/US23, Gustave Roussy, F-94805 Villejuif, France
- Correspondence:
| | - Hela Sassi
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
| | - Arnaud Bayle
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
- Oncostat U1018, Inserm, Université Paris-Saclay, Équipe Labellisée Ligue Contre le Cancer, F-94805 Villejuif, France
| | - Marco Tagliamento
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Benjamin Besse
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Christophe Marzac
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
| | - Ahmadreza Arbab
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
| | - Nathalie Auger
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
| | - Sophie Cotteret
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
| | - Mihaela Aldea
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Félix Blanc-Durand
- Gynecological Cancer Unit, Department of Medicine, Gustave Roussy, F-94805 Villejuif, France;
| | - Arthur Géraud
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Anas Gazzah
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Yohann Loriot
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Antoine Hollebecque
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Patricia Martín-Romano
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Maud Ngo-Camus
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Claudio Nicotra
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Santiago Ponce
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Madona Sakkal
- Dermatology Unit, Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.S.); (C.S.)
| | - Olivier Caron
- Medical Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.T.); (B.B.); (M.A.); (A.G.); (Y.L.); (A.H.); (O.C.)
| | - Cristina Smolenschi
- Dermatology Unit, Oncology Department, Gustave Roussy, F-94805 Villejuif, France; (M.S.); (C.S.)
| | | | - Antoine Italiano
- Drug Development Department (DITEP), Gustave Roussy, F-94805 Villejuif, France; (A.B.); (A.G.); (P.M.-R.); (M.N.-C.); (C.N.); (S.P.); (A.I.)
| | - Etienne Rouleau
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
- AMMICa UAR3655/US23, Gustave Roussy, F-94805 Villejuif, France
| | - Ludovic Lacroix
- Medical Biology and Pathology Department, Gustave Roussy, F-94805 Villejuif, France; (H.S.); (C.M.); (A.A.); (N.A.); (S.C.); (E.R.); (L.L.)
- AMMICa UAR3655/US23, Gustave Roussy, F-94805 Villejuif, France
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Hasenleithner SO, Speicher MR. A clinician’s handbook for using ctDNA throughout the patient journey. Mol Cancer 2022; 21:81. [PMID: 35307037 PMCID: PMC8935823 DOI: 10.1186/s12943-022-01551-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 02/24/2022] [Indexed: 12/15/2022] Open
Abstract
Abstract
Background
The promise of precision cancer medicine presently centers around the genomic sequence of a patient’s tumor being translated into timely, actionable information to inform clinical care. The analysis of cell-free DNA from liquid biopsy, which contains circulating tumor DNA (ctDNA) in patients with cancer, has proven to be amenable to various settings in oncology. However, open questions surrounding the clinical validity and utility of plasma-based analyses have hindered widespread clinical adoption.
Main body
Owing to the rapid evolution of the field, studies supporting the use of ctDNA as a biomarker throughout a patient’s journey with cancer have accumulated in the last few years, warranting a review of the latest status for clinicians who may employ ctDNA in their precision oncology programs. In this work, we take a step back from the intricate coverage of detection approaches described extensively elsewhere and cover basic concepts around the practical implementation of next generation sequencing (NGS)-guided liquid biopsy. We compare relevant targeted and untargeted approaches to plasma DNA analysis, describe the latest evidence for clinical validity and utility, and highlight the value of genome-wide ctDNA analysis, particularly as it relates to early detection strategies and discovery applications harnessing the non-coding genome.
Conclusions
The maturation of liquid biopsy for clinical application will require interdisciplinary efforts to address current challenges. However, patients and clinicians alike may greatly benefit in the future from its incorporation into routine oncology care.
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Clinical Impact of High Throughput Sequencing on Liquid Biopsy in Advanced Solid Cancer. Curr Oncol 2022; 29:1902-1918. [PMID: 35323355 PMCID: PMC8947301 DOI: 10.3390/curroncol29030155] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 03/03/2022] [Accepted: 03/08/2022] [Indexed: 12/31/2022] Open
Abstract
Background: Cancer therapies targeting actionable molecular alterations (AMA) have developed, but the clinical routine impact of high-throughput molecular profiling remains unclear. We present a monocentric experience of molecular profiling based on liquid biopsy in patients with cancer. Methods: Patients included had solid cancer and underwent cfDNA genomic profiling with FoudationOne Liquid CDx (F1LCDx) test, analyzing 324 genes. Primary endpoint was to describe patients with an AMA for whom clinical decisions were impacted by F1LCDx test results. Results: 191 patients were included, mostly with lung cancer (46%). An AMA was found in 52%. The most common molecular alterations were: TP53 (52%), KRAS (14%) and DNMT3 (11%). The most common AMA were: CHEK2 (10%), PIK3CA (9%), ATM (7%). There was no difference in progression-free survival (2.66 months vs. 3.81 months, p = 0.17), overall survival (5.3 months vs. 7.1 months, p = 0.64), or PFS2/PFS1 ratio ≥ 1.3 (20% vs. 24%, p = 0.72) between patients receiving a molecularly matched therapy (MMT) or a non-MMT, respectively. Patients with a MMT had an overall response rate of 19% and a disease control of 32%. Conclusions: Routine cfDNA molecular profiling is feasible and can lead to the access of targeted therapies. However, no notable benefit in patient’s outcomes was shown in this unselected pan-cancer study.
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Cui W, Milner-Watts C, McVeigh TP, Minchom A, Bholse J, Davidson M, Yousaf N, MacMahon S, Mugalaasi H, Gunapala R, Lee R, George A, Popat S, O'Brien M. A pilot of Blood-First diagnostic cell free DNA (cfDNA) next generation sequencing (NGS) in patients with suspected advanced lung cancer. Lung Cancer 2022; 165:34-42. [PMID: 35085982 DOI: 10.1016/j.lungcan.2022.01.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 01/11/2022] [Accepted: 01/15/2022] [Indexed: 12/22/2022]
Abstract
INTRODUCTION The diagnostic pathway for lung cancer can be long. Availability of front-line targeted therapies for NSCLC demands access to good quality tissue for genomic sequencing and rapid reporting of results. Diagnosis of lung cancer and availability of tissue was delayed during the COVID-19 pandemic. METHODS A pilot study assessing Guardant360™ cfDNA-NGS in patients with radiological-suspected advanced-stage lung cancer was performed at an academic cancer centre during COVID-19. Variants were tiered using AMP/ASCO/CAP guidelines and discussed at a tumour molecular board. The primary endpoint was the proportion of patients who commenced targeted treatment based on cfDNA-NGS results without tissue molecular results, predicted to be ≥ 10%. RESULTS Between April 2020-May 2021, 51 patients were enrolled; 49 were evaluable. The median age was 71 years, 43% were never-smokers, 86% had stage IV disease. 80% of evaluable cfDNA-NGS were informative (tumour-derived cfDNA detected). cfDNA-NGS detected 30 (61%) AMP/ASCO/CAP tier 1 variants, including 20 additional tier 1 variants compared to tissue testing. Three patients with non-informative cfDNA-NGS had tier 1 variants identified on tissue testing. Eleven (22%; 95%CI 12%-27%) patients commenced targeted therapy based on cfDNA-NGS results without tissue molecular results, meeting the primary endpoint. Median time to results was shorter for cfDNA-NGS compared to standard-of-care tissue tests (9 versus 25 days, P < 0.0001). CONCLUSION Blood-first cfDNA-NGS in NSCLC patients increased the breadth and rapidity of detection of actionable variants with high tissue concordance and led to timely treatment decisions. A blood-first approach should be considered to improve the speed and accuracy of therapeutic decision-making.
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Affiliation(s)
- Wanyuan Cui
- Lung Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | | | - Terri P McVeigh
- Cancer Genetics Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Anna Minchom
- Lung Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Jaishree Bholse
- Lung Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Michael Davidson
- Lung Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Nadia Yousaf
- Lung Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom; Thoracic Oncology, Institute of Cancer Research, London, United Kingdom
| | - Suzanne MacMahon
- Centre for Molecular Pathology, Royal Marsden NHS Foundation Trust, London, United Kingdom; Cancer Genomics, North Thames Genomic Laboratory Hub, London, United Kingdom
| | - Hood Mugalaasi
- Centre for Molecular Pathology, Royal Marsden NHS Foundation Trust, London, United Kingdom; Division of Molecular Pathology, Institute of Cancer Research, London, United Kingdom
| | - Ranga Gunapala
- Lung Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Richard Lee
- Lung Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom; National Heart and Lung Institute, Imperial College London, London, United Kingdom; Early Diagnosis and Detection, NIHR Royal Marsden and ICR Biomedical Research Centre, United Kingdom
| | - Angela George
- Cancer Genetics Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom; Gynaecology Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Sanjay Popat
- Lung Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom; Thoracic Oncology, Institute of Cancer Research, London, United Kingdom; National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Mary O'Brien
- Lung Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom; National Heart and Lung Institute, Imperial College London, London, United Kingdom.
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25
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Charo LM, Eskander RN, Sicklick J, Kim KH, Lim HJ, Okamura R, Lee S, Subramanian R, Schwab R, Shatsky R, Plaxe S, Kato S, Kurzrock R. Real-World Data From a Molecular Tumor Board: Improved Outcomes in Breast and Gynecologic Cancers Patients With Precision Medicine. JCO Precis Oncol 2022; 6:e2000508. [PMID: 35005995 PMCID: PMC8769125 DOI: 10.1200/po.20.00508] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Next-generation sequencing is increasingly used in gynecologic and breast cancers. Multidisciplinary Molecular Tumor Board (MTB) may guide matched therapy; however, outcome data are limited. We evaluate the effect of the degree of matching of tumors to treatment as well as compliance to MTB recommendations on outcomes. METHODS Overall, 164 patients with consecutive gynecologic and breast cancers presented at MTB were assessed for clinicopathologic data, next-generation sequencing results, MTB recommendations, therapy received, and outcomes. Matching score (MS), defined as percentage of alterations targeted by treatment over total pathogenic alterations, and compliance to MTB recommendations were analyzed in context of oncologic outcomes. RESULTS Altogether, 113 women were evaluable for treatment after MTB; 54% received matched therapy. Patients with MS ≥ 40% had higher overall response rate (30.8% v 7.1%; P = .001), progression-free survival (PFS; hazard ratio [HR] 0.51; 95% CI, 0.31 to 0.85; P = .002), and a trend toward improved overall survival (HR 0.64; 95% CI, 0.34 to 1.25; P = .082) in univariate analysis. The PFS advantage remained significant in multivariate analysis (HR 0.5; 95% CI, 0.3 to 0.8; P = .006). Higher MTB recommendation compliance was significantly associated with improved median PFS (9.0 months for complete; 6.0 months for partial; 4.0 months for no compliance; P = .004) and overall survival (17.1 months complete; 17.8 months partial; 10.8 months none; P = .046). Completely MTB-compliant patients had higher MS (P < .001). In multivariate analysis comparing all versus none MTB compliance, overall response (HR 9.5; 95% CI, 2.6 to 35.0; P = .001) and clinical benefit (HR 8.8; 95% CI, 2.4 to 33.2; P = .001) rates were significantly improved with higher compliance. CONCLUSION Compliance to MTB recommendations resulted in higher degrees of matched therapy and correlates with improved outcomes in patients with gynecologic and breast cancers.
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Affiliation(s)
- Lindsey M Charo
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA.,Division of Gynecologic Oncology, Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California San Diego Moores Cancer Center, La Jolla, CA
| | - Ramez N Eskander
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA.,Division of Gynecologic Oncology, Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California San Diego Moores Cancer Center, La Jolla, CA
| | - Jason Sicklick
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA.,Division of Surgical Oncology, Department of Surgery, UC San Diego Moores Cancer Center, San Diego, CA
| | - Ki Hwan Kim
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, South Korea
| | - Hyo Jeong Lim
- Department of Internal Medicine, Veterans Health Service Medical Center, Seoul, South Korea
| | - Ryosuke Okamura
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA
| | - Suzanna Lee
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA
| | - Rupa Subramanian
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA
| | - Richard Schwab
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA
| | - Rebecca Shatsky
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA
| | - Steven Plaxe
- Division of Gynecologic Oncology, Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California San Diego Moores Cancer Center, La Jolla, CA
| | - Shumei Kato
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA
| | - Razelle Kurzrock
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA
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Cho D, Lord SJ, Simes J, Cooper W, Friedlander M, Bae S, Lee CK. Next-generation sequencing, should I use anti-HER2 therapy for HER2-amplified tumors off-label? Illustrating an extrapolation framework. Ther Adv Med Oncol 2022; 14:17588359221112822. [PMID: 35923921 PMCID: PMC9340898 DOI: 10.1177/17588359221112822] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 06/23/2022] [Indexed: 11/16/2022] Open
Abstract
Background: Next-generation sequencing is used to increase targeted treatment opportunities, particularly for patients who have exhausted standard options. Where randomized controlled trial evidence for a targeted therapy is available for molecular alterations in one tumor type, the dilemma for the clinician is whether ‘matching’ targeted agents should be recommended off-label for the same molecular alterations detected in other tumor types, for which no trial data are available to guide practice. To judge the likely benefits, it may be possible to extrapolate evidence from cancers where treatment benefits have been established. Methods: We present a framework for assessing the appropriateness of extrapolation using trastuzumab, an anti-HER2 antibody, for HER2-amplified tumors where trastuzumab use would be off-label as an illustrative example. Results: The following should be considered for the tumor type where trastuzumab would be off-label: (a) reliability of the NGS assay for detecting HER2 amplification; (b) criteria for defining HER2 positivity; (c) strength of evidence supporting the actionability of HER2 amplification and trastuzumab; (d) whether better clinical outcomes with trastuzumab are due to a more favorable natural history rather than trastuzumab effect; (e) signals of trastuzumab activity and whether it translates to clinically meaningful benefit; (f) whether the safety profile of trastuzumab differs from established indications; and (g) discussion points for shared decision making (SDM) to facilitate informed consent. Conclusion: We present a systematic approach for appraising evidence to support extrapolating trastuzumab benefits from established indications to off-label applications. Extrapolation criteria and areas of uncertainty to inform SDM are outlined. This framework is potentially generalizable to other tumor-agnostic biomarker-targeted therapy scenarios. It is a practical approach for clinicians to apply in routine practice and should be considered by molecular tumor boards who make off-label recommendations.
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Affiliation(s)
- Doah Cho
- National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Locked Bag 77, Camperdown, NSW 1450, Australia
| | - Sarah J. Lord
- National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Camperdown, NSW, Australia
- School of Medicine, University of Notre Dame, Sydney, NSW, Australia
| | - John Simes
- National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Camperdown, NSW, Australia
| | - Wendy Cooper
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
- Sydney Medical School, University of Sydney, Camperdown, NSW, Australia
- Discipline of Pathology, School of Medicine, Western Sydney University, Penrith, NSW, Australia
| | - Michael Friedlander
- Prince of Wales Clinical School, University of New South Wales, Sydney, NSW, Australia
- Department of Medical Oncology, Prince of Wales Hospital, Randwick, NSW, Australia
| | - Susie Bae
- Department of Oncology, Eastern Health, Box Hill, VIC, Australia
- Department of Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, VIC, Australia
| | - Chee Khoon Lee
- National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Camperdown, NSW, Australia
- Cancer Care Centre, St George Hospital, Kogarah, NSW, Australia
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Russo A, Incorvaia L, Capoluongo E, Tagliaferri P, Galvano A, Del Re M, Malapelle U, Chiari R, Conte P, Danesi R, Fassan M, Ferrara R, Genuardi M, Ghiorzo P, Gori S, Guadagni F, Marchetti A, Marchetti P, Midiri M, Normanno N, Passiglia F, Pinto C, Silvestris N, Tallini G, Vatrano S, Vincenzi B, Cinieri S, Beretta G. The challenge of the Molecular Tumor Board empowerment in clinical oncology practice: A Position Paper on behalf of the AIOM- SIAPEC/IAP-SIBioC-SIC-SIF-SIGU-SIRM Italian Scientific Societies. Crit Rev Oncol Hematol 2021; 169:103567. [PMID: 34896250 DOI: 10.1016/j.critrevonc.2021.103567] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 11/22/2021] [Accepted: 12/06/2021] [Indexed: 10/19/2022] Open
Abstract
The development of innovative technologies and the advances in the genetics and genomics, have offered new opportunities for personalized treatment in oncology. Although the selection of the patient based on the molecular characteristics of the neoplasm has the potential to revolutionize the therapeutic scenario of oncology, this approach is extremely challenging. The access, homogeneity, and economic sustainability of the required genomic tests should be warranted in the clinical practice, as well as the specific scientific and clinical expertise for the choice of medical therapies. All these elements make essential the collaboration of different specialists within the Molecular Tumor Boards (MTBs). In this position paper, based on experts' opinion, the AIOM-SIAPEC/IAP-SIBioC-SIC-SIF-SIGU-SIRM Italian Scientific Societies critically discuss the available molecular profiling technologies, the proposed criteria for the selection of patients candidate for evaluation by the MTB, the criteria for the selection and analysis of biological samples, and the regulatory and pharmaco-economic issues.
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Affiliation(s)
- Antonio Russo
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, 90127, Palermo, Italy.
| | - Lorena Incorvaia
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, 90127, Palermo, Italy
| | - Ettore Capoluongo
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università di Napoli Federico II, Via Pansini 5, 80131, Naples, Italy; CEINGE, Biotecnologie Avanzate, Via Gaetano Salvatore, 486, 80131, Naples, Italy
| | - Pierosandro Tagliaferri
- Medical and Translational Oncology Unit, Department of Experimental and Clinical Medicine, Magna Graecia University, 88100, Catanzaro, Italy
| | - Antonio Galvano
- Department of Surgical, Oncological and Oral Sciences, Section of Medical Oncology, University of Palermo, 90127, Palermo, Italy
| | - Marzia Del Re
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Umberto Malapelle
- Department of Public Health, University of Naples Federico II, 80138, Naples, Italy
| | - Rita Chiari
- Medical Oncology, AULSS 6 Euganea, South Padova Hospital, Monselice, PD, Italy
| | - Pierfranco Conte
- Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy; Medical Oncology 2, Istituto Oncologico Veneto - IRCCS, Via Gattamelata 64, 35128, Padua, Italy
| | - Romano Danesi
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, Italy; Veneto Institute of Oncology, IOV - IRCCS, Padua, Italy
| | - Roberto Ferrara
- Department of Medical Oncology, Thoracic Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133, Milan, Italy
| | - Maurizio Genuardi
- Istituto di Medicina Genomica, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo F. Vito 1, 00168, Roma, Italy; UOC Genetica Medica, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy
| | - Paola Ghiorzo
- Genetics of Rare Cancers, IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy; Department of Internal Medicine and Medical Specialties, University of Genoa, 16132, Genoa, Italy
| | - Stefania Gori
- Department of Oncology, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella, Italy
| | - Fiorella Guadagni
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Roma Open University, 00166, Rome, Italy
| | - Antonio Marchetti
- Center of Predictive Molecular Medicine, University-Foundation, CeSI Biotech Chieti, Italy
| | - Paolo Marchetti
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Massimo Midiri
- Section of Radiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), University of Palermo, Via del Vespro 129, 90127, Palermo, Italy
| | - Nicola Normanno
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131, Naples, Italy
| | - Francesco Passiglia
- Department of Oncology, University of Turin, San Luigi Hospital, Turin, Italy
| | - Carmine Pinto
- Medical Oncology Unit, Clinical Cancer Centre, IRCCS-AUSL di Reggio Emilia, Reggio Emilia, Italy
| | - Nicola Silvestris
- Medical Oncology Unit, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Tumori "Giovanni Paolo II" of Bari, Bari, Italy; Department of Biomedical Sciences and Human Oncology, Department of Internal Medicine and Oncology (DIMO), University of Bari, Bari, Italy
| | - Giovanni Tallini
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138, Bologna, Italy
| | - Simona Vatrano
- Department of Pathology, Cannizzaro Hospital, Catania, Italy
| | - Bruno Vincenzi
- Department of Medical Oncology, Campus Bio-Medico University, 00128, Rome, Italy
| | - Saverio Cinieri
- Medical Oncology Division and Breast Unit, Senatore Antonio Perrino Hospital, ASL Brindisi, Brindisi, Italy
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Wu J, Yakubov A, Abdul-Hay M, Love E, Kroening G, Cohen D, Spalink C, Joshi A, Balar A, Joseph KA, Ravenell J, Mehnert J. Prescreening to Increase Therapeutic Oncology Trial Enrollment at the Largest Public Hospital in the United States. JCO Oncol Pract 2021; 18:e620-e625. [PMID: 34748371 DOI: 10.1200/op.21.00629] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
PURPOSE The recruitment of underserved patients into therapeutic oncology trials is imperative. The National Institutes of Health mandates the inclusion of minorities in clinical research, although their participation remains under-represented. Institutions have used data mining to match patients to clinical trials. In a public health care system, such expensive tools are unavailable. METHODS The NYU Clinical Trials Office implemented a quality improvement program at Bellevue Hospital Cancer Center to increase therapeutic trial enrollment. Patients are screened through the electronic medical record, tumor board conferences, and the cancer registry. Our analysis evaluated two variables: number of patients identified and those enrolled into clinical trials. RESULTS Two years before the program, there were 31 patients enrolled. For a period of 24 months (July 2017 to July 2019), we identified 255 patients, of whom 143 (56.1%) were enrolled. Of those enrolled, 121 (84.6%) received treatment, and 22 (15%) were screen failures. Fifty-five (38.5%) were referred to NYU Perlmutter Cancer Center for therapy. Of the total enrollees, 64% were female, 56% were non-White, and overall median age was 55 years (range: 33-88 years). Our participants spoke 16 different languages, and 57% were non-English-speaking. We enrolled patients into eight different disease categories, with 38% recruited to breast cancer trials. Eighty-three percent of our patients reside in low-income areas, with 62% in both low-income and Health Professional Shortage Areas. CONCLUSION Prescreening at Bellevue has led to a 4.6-fold increase in patient enrollment to clinical trials. Future research into using prescreening programs at public institutions may improve access to clinical trials for underserved populations.
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Affiliation(s)
- Jennifer Wu
- NYU Grossman School of Medicine, New York, NY
| | | | | | - Erica Love
- NYU Grossman School of Medicine, New York, NY
| | | | | | | | | | - Arjun Balar
- NYU Grossman School of Medicine, New York, NY
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Colombo J, Moschetta-Pinheiro MG, Novais AA, Stoppe BR, Bonini ED, Gonçalves FM, Fukumasu H, Coutinho LL, Chuffa LGDA, Zuccari DAPDC. Liquid Biopsy as a Diagnostic and Prognostic Tool for Women and Female Dogs with Breast Cancer. Cancers (Basel) 2021; 13:5233. [PMID: 34680380 PMCID: PMC8533706 DOI: 10.3390/cancers13205233] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 09/10/2021] [Accepted: 09/17/2021] [Indexed: 12/27/2022] Open
Abstract
INTRODUCTION Breast cancer (BC) is the malignant neoplasm with the highest mortality rate in women and female dogs are good models to study BC. OBJECTIVE We investigated the efficacy of liquid biopsy to detect gene mutations in the diagnosis and follow-up of women and female dogs with BC. MATERIALS AND METHODS In this study, 57 and 37 BC samples were collected from women and female dogs, respectively. After core biopsy and plasma samples were collected, the DNA and ctDNA of the tumor fragments and plasma were processed for next generation sequencing (NGS) assay. After preprocessing of the data, they were submitted to the Genome Analysis ToolKit (GATK). RESULTS In women, 1788 variants were identified in tumor fragments and 221 variants in plasma; 66 variants were simultaneously detected in tumors and plasma. Conversely, in female dogs, 1430 variants were found in plasma and 695 variants in tumor fragments; 59 variants were simultaneously identified in tumors and plasma. The most frequently mutated genes in the tumor fragments of women were USH2A, ATM, and IGF2R; in female dogs, they were USH2A, BRCA2, and RRM2. Plasma of women showed the most frequent genetic variations in the MAP3K1, BRCA1, and GRB7 genes, whereas plasma from female dogs had variations in the NF1, ERBB2, and KRT17 genes. Mutations in the AKT1, PIK3CA, and BRIP genes were associated with tumor recurrence, with a highly pathogenic variant in PIK3CA being particularly prominent. We also detected a gain-of-function mutation in the GRB7, MAP3K1, and MLH1 genes. CONCLUSION Liquid biopsy is useful to identify specific genetic variations at the beginning of BC manifestation and may be accompanied over the entire follow-up period, thereby supporting the clinicians in refining interventions.
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Affiliation(s)
- Jucimara Colombo
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Marina Gobbe Moschetta-Pinheiro
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Adriana Alonso Novais
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Bruna Ribeiro Stoppe
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Enrico Dumbra Bonini
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Francine Moraes Gonçalves
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
| | - Heidge Fukumasu
- Laboratory of Comparative and Translational Oncology (LOCT), Department of Veterinary Medicine, Faculty of Animal Science and Food Engineering, University of Sao Paulo, Pirassununga 13635-900, Brazil;
| | - Luiz Lehmann Coutinho
- Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo, Piracicaba 13418-900, Brazil;
| | - Luiz Gustavo de Almeida Chuffa
- Department of Structural and Functional Biology, Institute of Biosciences of Botucatu, Universidade Estadual Paulista, Botucatu 18618-689, Brazil;
| | - Debora Aparecida Pires de Campos Zuccari
- Laboratory of Molecular Investigation in Cancer (LIMC), Department of Molecular Biology, Faculdade de Medicina de São José, São José do Rio Preto 15090-000, Brazil; (J.C.); (M.G.M.-P.); (A.A.N.); (B.R.S.); (E.D.B.); (F.M.G.)
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da Cunha IW, de Almeida Coudry R, de Macedo MP, de Assis EACP, Stefani S, Soares FA. A call to action: molecular pathology in Brazil. SURGICAL AND EXPERIMENTAL PATHOLOGY 2021. [DOI: 10.1186/s42047-021-00096-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Abstract
Background
Adoption of molecular pathology in Brazil is currently very limited. Of note, there are no programs for training new molecular pathologists in the country; thus, documents compiling nationally applicable information on molecular pathology are few.
Methods
A selected panel of Brazilian experts in fields related to molecular pathology were provided with a series of relevant questions to address prior to the multi-day conference. Within this conference, each narrative was discussed and edited by the entire group, through numerous drafts and rounds of discussion until a consensus was achieved.
Results
The panel proposes specific and realistic recommendations for implementing molecular pathology in cancer care in Brazil. In creating these recommendations, the authors strived to address all barriers to the widespread use and impediments to access mentioned previously within this manuscript.
Conclusion
This manuscript provides a review of molecular pathology principles as well as the current state of molecular pathology in Brazil. Additionally, the panel proposes practical and actionable recommendations for the implementation of molecular pathology throughout the country in order to increase awareness of the importance molecular pathology in Brazil.
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Rolfo C, Mack P, Scagliotti GV, Aggarwal C, Arcila ME, Barlesi F, Bivona T, Diehn M, Dive C, Dziadziuszko R, Leighl N, Malapelle U, Mok T, Peled N, Raez LE, Sequist L, Sholl L, Swanton C, Abbosh C, Tan D, Wakelee H, Wistuba I, Bunn R, Freeman-Daily J, Wynes M, Belani C, Mitsudomi T, Gandara D. Liquid Biopsy for Advanced NSCLC: A Consensus Statement From the International Association for the Study of Lung Cancer. J Thorac Oncol 2021; 16:1647-1662. [PMID: 34246791 DOI: 10.1016/j.jtho.2021.06.017] [Citation(s) in RCA: 237] [Impact Index Per Article: 79.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 06/03/2021] [Accepted: 06/21/2021] [Indexed: 12/11/2022]
Abstract
Although precision medicine has had a mixed impact on the clinical management of patients with advanced-stage cancer overall, for NSCLC, and more specifically for lung adenocarcinoma, the advances have been dramatic, largely owing to the genomic complexity and growing number of druggable oncogene drivers. Furthermore, although tumor tissue is historically the "accepted standard" biospecimen for these molecular analyses, there are considerable innate limitations. Thus, liquid biopsy represents a practical alternative source for investigating tumor-derived somatic alterations. Although data are most robust in NSCLC, patients with other cancer types may also benefit from this minimally invasive approach to facilitate selection of targeted therapies. The liquid biopsy approach includes a variety of methodologies for circulating analytes. From a clinical point of view, plasma circulating tumor DNA is the most extensively studied and widely adopted alternative to tissue tumor genotyping in solid tumors, including NSCLC, first entering clinical practice for detection of EGFR mutations in NSCLC. Since the publication of the first International Association for the Study of Lung Cancer (IASLC) liquid biopsy statement in 2018, several additional advances have been made in this field, leading to changes in the therapeutic decision-making algorithm for advanced NSCLC and prompting this 2021 update. In view of the novel and impressive technological advances made in the past few years, the growing clinical application of plasma-based, next-generation sequencing, and the recent Food and Drug and Administration approval in the United States of two different assays for circulating tumor DNA analysis, IASLC revisited the role of liquid biopsy in therapeutic decision-making in a recent workshop in October 2020 and the question of "plasma first" versus "tissue first" approach toward molecular testing for advanced NSCLC. Moreover, evidence-based recommendations from IASLC provide an international perspective on when to order which test and how to interpret the results. Here, we present updates and additional considerations to the previous statement article as a consensus from a multidisciplinary and international team of experts selected by IASLC.
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Affiliation(s)
- Christian Rolfo
- Center for Thoracic Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Philip Mack
- Center for Thoracic Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Giorgio V Scagliotti
- Department of Oncology, University of Turin, San Luigi Hospital, Orbassano, Italy
| | - Charu Aggarwal
- Division of Hematology and Oncology, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Maria E Arcila
- Department of Pathology, Molecular Diagnostics Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Fabrice Barlesi
- CRCM, CNRS, INSERM, Aix Marseille University, Marseille, France; Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Trever Bivona
- Department of Medicine, University of California San Francisco, San Francisco, California; Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California; Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California
| | - Maximilian Diehn
- Department of Radiation Oncology, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California; Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California
| | - Caroline Dive
- Cancer Research UK Manchester Institute Cancer Biomarker Centre, University of Manchester, Manchester, United Kingdom; Cancer Research UK Lung Cancer Centre of Excellence, University of Manchester, Manchester, United Kingdom
| | - Rafal Dziadziuszko
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdańsk, Poland
| | - Natasha Leighl
- Princess Margaret Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Umberto Malapelle
- Department of Public Health, University Federico II of Naples, Naples, Italy
| | - Tony Mok
- State Key Laboratory of Translational Oncology, Chinese University of Hong Kong, Hong Kong
| | - Nir Peled
- The Legacy Heritage Oncology Center and Dr. Larry Norton Institute, Soroka University Medical Center, Beer-Sheva, Israel
| | - Luis E Raez
- Thoracic Oncology Program, Memorial Cancer Institute/Memorial Health Care System, Florida International University, Miami, Florida
| | - Lecia Sequist
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts; Department of Biostatistics, Massachusetts General Hospital, Boston, Massachusetts; Center for Cancer Research, Massachusetts General Hospital, Boston, Massachusetts
| | - Lynette Sholl
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Charles Swanton
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, United Kingdom; Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, United Kingdom
| | - Chris Abbosh
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, United Kingdom
| | - Daniel Tan
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore; Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Heather Wakelee
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California
| | - Ignacio Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Rebecca Bunn
- International Association for the Study of Lung Cancer, Aurora, Colorado
| | | | - Murry Wynes
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Chandra Belani
- Department of Medicine Penn State College of Medicine, Penn State Cancer Institute, Hershey, Pennsylvania
| | - Tetsuya Mitsudomi
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Ohno-Higashi, Osaka-Sayama, Japan
| | - David Gandara
- Division of Hematology/Oncology, UC Davis Comprehensive Cancer Center, Sacramento, California.
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Gambardella V, Lombardi P, Carbonell-Asins JA, Tarazona N, Cejalvo JM, González-Barrallo I, Martín-Arana J, Tébar-Martínez R, Viala A, Bruixola G, Hernando C, Blasco I, Papaccio F, Martínez-Ciarpaglini C, Alfaro-Cervelló C, Seda-García E, Blesa S, Chirivella I, Castillo J, Montón-Bueno JV, Roselló S, Huerta M, Pérez-Fidalgo A, Martín-Martorell P, Insa-Mollá A, Fleitas T, Rentero-Garrido P, Zúñiga-Trejos S, Cervantes A, Roda D. Molecular profiling of advanced solid tumours. The impact of experimental molecular-matched therapies on cancer patient outcomes in early-phase trials: the MAST study. Br J Cancer 2021; 125:1261-1269. [PMID: 34493820 PMCID: PMC8548537 DOI: 10.1038/s41416-021-01502-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 05/14/2021] [Accepted: 07/16/2021] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Molecular-matched therapies have revolutionized cancer treatment. We evaluated the improvement in clinical outcomes of applying an in-house customized Next Generation Sequencing panel in a single institution. METHODS Patients with advanced solid tumors were molecularly selected to receive a molecular-matched treatment into early phase clinical trials versus best investigators choice, according to the evaluation of a multidisciplinary molecular tumor board. The primary endpoint was progression-free survival (PFS) assessed by the ratio of patients presenting 1.3-fold longer PFS on matched therapy (PFS2) than with prior therapy (PFS1). RESULTS Of a total of 231 molecularly screened patients, 87 were eligible for analysis. Patients who received matched therapy had a higher median PFS2 (6.47 months; 95% CI, 2.24-14.43) compared to those who received standard therapy (2.76 months; 95% CI, 2.14-3.91, Log-rank p = 0.022). The proportion of patients with a PFS2/PFS1 ratio over 1.3 was significantly higher in the experimental arm (0.33 vs 0.08; p = 0.008). DISCUSSION We demonstrate the pivotal role of the institutional molecular tumor board in evaluating the results of a customized NGS panel. This process optimizes the selection of available therapies, improving disease control. Prospective randomized trials are needed to confirm this approach and open the door to expanded drug access.
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Affiliation(s)
- Valentina Gambardella
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain.,CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Pasquale Lombardi
- Division of Medical Oncology, Institute for Cancer Research and Treatment, IRCCS Candiolo, Candiolo, Italy
| | | | - Noelia Tarazona
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain.,CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Juan Miguel Cejalvo
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Inés González-Barrallo
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Jorge Martín-Arana
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain.,CIBERONC, Instituto de Salud Carlos III, Madrid, Spain.,Bioinformatic and Biostatistic Unit, INCLIVA Biomedical Research Institute, Valencia, Spain
| | - Roberto Tébar-Martínez
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain.,Precision Medicine Unit, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain.,Translational Oncology Unit, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Alba Viala
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Gema Bruixola
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Cristina Hernando
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Inma Blasco
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Federica Papaccio
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Baronissi, SA, Italy
| | - Carolina Martínez-Ciarpaglini
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain.,Department of Pathology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Clara Alfaro-Cervelló
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain.,Department of Pathology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Enrique Seda-García
- Precision Medicine Unit, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain.,Translational Oncology Unit, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Sebastián Blesa
- Precision Medicine Unit, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain.,Translational Oncology Unit, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Isabel Chirivella
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Josefa Castillo
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain.,Department of Biochemistry and Molecular Biology, University of Valencia, Valencia, Spain
| | - José Vicente Montón-Bueno
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Susana Roselló
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain.,CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Marisol Huerta
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Alejandro Pérez-Fidalgo
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Paloma Martín-Martorell
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Amelia Insa-Mollá
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Tania Fleitas
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain.,CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Pilar Rentero-Garrido
- Precision Medicine Unit, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Sheila Zúñiga-Trejos
- Bioinformatic and Biostatistic Unit, INCLIVA Biomedical Research Institute, Valencia, Spain
| | - Andrés Cervantes
- Department of Medical Oncology, Hospital Clínico Universitario de Valencia, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain. .,CIBERONC, Instituto de Salud Carlos III, Madrid, Spain.
| | - Desamparados Roda
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain. .,Division of Medical Oncology, Institute for Cancer Research and Treatment, IRCCS Candiolo, Candiolo, Italy.
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Abstract
BACKGROUND New diagnostic tools in the field of oncology that became available with introduction of the next generation sequencing call for adjustments in the current clinical workflow. To ensure correct interpretation, newly collected data need to be processed and categorized properly. Thus, current experts in oncology need to be trained and new experts from other fields need to be recruited. OBJECTIVES The molecular tumor board was introduced to bring experts from various specialties together. The goal is to discuss and assess complex oncological cases in the context of new molecular diagnostics and give recommendations regarding individualized therapy. RESULTS After the introduction of the molecular tumor board 2 years ago, the number of cases processed within the molecular tumor board has increased steadily. Of these patients, 70% exhibit molecular alterations that are relevant to therapy. Preliminary results indicate positive responses to the applied therapies and clear improvements in the progression-free and overall survival of patients who would have been considered "untreatable" in the classical clinical setting. CONCLUSION The introduction of new molecular diagnostics makes the establishment of advanced clinical structures mandatory. In this regard, the molecular tumor board continues to gain in importance. Preliminary results point towards a significant impact on the therapy of advanced malignancies. The advancements in sequencing and newly established insights into the interpretation of sequencing results will lead to new therapeutic routes. Inevitably, this will make the molecular tumor board indispensable in the future.
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Koopman B, Groen HJ, Ligtenberg MJ, Grünberg K, Monkhorst K, de Langen AJ, Boelens MC, Paats MS, von der Thüsen JH, Dinjens WN, Solleveld N, van Wezel T, Gelderblom H, Hendriks LE, Speel EM, Theunissen TE, Kroeze LI, Mehra N, Piet B, van der Wekken AJ, ter Elst A, Timens W, Willems SM, Meijers RW, de Leng WW, van Lindert AS, Radonic T, Hashemi SM, Heideman DA, Schuuring E, van Kempen LC. Multicenter Comparison of Molecular Tumor Boards in The Netherlands: Definition, Composition, Methods, and Targeted Therapy Recommendations. Oncologist 2021; 26:e1347-e1358. [PMID: 33111480 PMCID: PMC8342588 DOI: 10.1002/onco.13580] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 09/25/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Molecular tumor boards (MTBs) provide rational, genomics-driven, patient-tailored treatment recommendations. Worldwide, MTBs differ in terms of scope, composition, methods, and recommendations. This study aimed to assess differences in methods and agreement in treatment recommendations among MTBs from tertiary cancer referral centers in The Netherlands. MATERIALS AND METHODS MTBs from all tertiary cancer referral centers in The Netherlands were invited to participate. A survey assessing scope, value, logistics, composition, decision-making method, reporting, and registration of the MTBs was completed through on-site interviews with members from each MTB. Targeted therapy recommendations were compared using 10 anonymized cases. Participating MTBs were asked to provide a treatment recommendation in accordance with their own methods. Agreement was based on which molecular alteration(s) was considered actionable with the next line of targeted therapy. RESULTS Interviews with 24 members of eight MTBs revealed that all participating MTBs focused on rare or complex mutational cancer profiles, operated independently of cancer type-specific multidisciplinary teams, and consisted of at least (thoracic and/or medical) oncologists, pathologists, and clinical scientists in molecular pathology. Differences were the types of cancer discussed and the methods used to achieve a recommendation. Nevertheless, agreement among MTB recommendations, based on identified actionable molecular alteration(s), was high for the 10 evaluated cases (86%). CONCLUSION MTBs associated with tertiary cancer referral centers in The Netherlands are similar in setup and reach a high agreement in recommendations for rare or complex mutational cancer profiles. We propose a "Dutch MTB model" for an optimal, collaborative, and nationally aligned MTB workflow. IMPLICATIONS FOR PRACTICE Interpretation of genomic analyses for optimal choice of target therapy for patients with cancer is becoming increasingly complex. A molecular tumor board (MTB) supports oncologists in rationalizing therapy options. However, there is no consensus on the most optimal setup for an MTB, which can affect the quality of recommendations. This study reveals that the eight MTBs associated with tertiary cancer referral centers in The Netherlands are similar in setup and reach a high agreement in recommendations for rare or complex mutational profiles. The Dutch MTB model is based on a collaborative and nationally aligned workflow with interinstitutional collaboration and data sharing.
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Affiliation(s)
- Bart Koopman
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Harry J.M. Groen
- Department of Pulmonary Diseases, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Marjolijn J.L. Ligtenberg
- Department of Pathology, Radboud University Medical CenterNijmegenThe Netherlands
- Department of Human Genetics, Radboud University Medical CenterNijmegenThe Netherlands
| | - Katrien Grünberg
- Department of Pathology, Radboud University Medical CenterNijmegenThe Netherlands
| | - Kim Monkhorst
- Department of Pathology, Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Adrianus J. de Langen
- Department of Thoracic Oncology, Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Mirjam C. Boelens
- Department of Pathology, Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Marthe S. Paats
- Department of Pulmonary Medicine, Erasmus Medical Center, University Medical Center RotterdamRotterdamThe Netherlands
| | - Jan H. von der Thüsen
- Department of Pathology, Erasmus Medical Center, University Medical Center RotterdamRotterdamThe Netherlands
| | - Winand N.M. Dinjens
- Department of Pathology, Erasmus Medical Center, University Medical Center RotterdamRotterdamThe Netherlands
| | - Nienke Solleveld
- Department of Pathology, Leiden University Medical CenterLeidenThe Netherlands
| | - Tom van Wezel
- Department of Pathology, Netherlands Cancer InstituteAmsterdamThe Netherlands
- Department of Pathology, Leiden University Medical CenterLeidenThe Netherlands
| | - Hans Gelderblom
- Department of Medical Oncology, Leiden University Medical CenterLeidenThe Netherlands
| | - Lizza E. Hendriks
- Department of Pulmonary Diseases, GROW‐School for Oncology and Developmental Biology, Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Ernst‐Jan M. Speel
- Department of Pathology, GROW‐School for Oncology and Developmental Biology, Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Tom E. Theunissen
- Department of Pathology, GROW‐School for Oncology and Developmental Biology, Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Leonie I. Kroeze
- Department of Pathology, Radboud University Medical CenterNijmegenThe Netherlands
| | - Niven Mehra
- Department of Medical Oncology, Radboud University Medical CenterNijmegenThe Netherlands
| | - Berber Piet
- Department of Pulmonary Diseases, Radboud University Medical CenterNijmegenThe Netherlands
| | - Anthonie J. van der Wekken
- Department of Pulmonary Diseases, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Arja ter Elst
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Wim Timens
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Stefan M. Willems
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
- Department of Pathology, University Medical Center UtrechtUtrechtThe Netherlands
| | - Ruud W.J. Meijers
- Department of Pathology, University Medical Center UtrechtUtrechtThe Netherlands
| | - Wendy W.J. de Leng
- Department of Pathology, University Medical Center UtrechtUtrechtThe Netherlands
| | | | - Teodora Radonic
- Department of Pathology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Sayed M.S. Hashemi
- Department of Pulmonary Diseases, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Daniëlle A.M. Heideman
- Department of Pathology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Ed Schuuring
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Léon C. van Kempen
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
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Criteria-based curation of a therapy-focused compendium to support treatment recommendations in precision oncology. NPJ Precis Oncol 2021; 5:58. [PMID: 34162978 PMCID: PMC8222322 DOI: 10.1038/s41698-021-00194-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 05/26/2021] [Indexed: 11/09/2022] Open
Abstract
While several resources exist that interpret therapeutic significance of genomic alterations in cancer, many regional real-world issues limit access to drugs. There is a need for a pragmatic, evidence-based, context-adapted tool to guide clinical management based on molecular biomarkers. To this end, we have structured a compendium of approved and experimental therapies with associated biomarkers following a survey of drug regulatory databases, existing knowledge bases, and published literature. Each biomarker-disease-therapy triplet was categorised using a tiering system reflective of key therapeutic considerations: approved and reimbursed therapies with respect to a jurisdiction (Tier 1), evidence of efficacy or approval in another jurisdiction (Tier 2), evidence of antitumour activity (Tier 3), and plausible biological rationale (Tier 4). Two resistance categories were defined: lack of efficacy (Tier R1) or antitumor activity (Tier R2). Based on this framework, we curated a digital resource focused on drugs relevant in the Australian healthcare system (TOPOGRAPH: Therapy Oriented Precision Oncology Guidelines for Recommending Anticancer Pharmaceuticals). As of November 2020, TOPOGRAPH comprised 2810 biomarker-disease-therapy triplets in 989 expert-appraised entries, including 373 therapies, 199 biomarkers, and 106 cancer types. In the 345 therapies catalogued, 84 (24%) and 65 (19%) were designated Tiers 1 and 2, respectively, while 271 (79%) therapies were supported by preclinical studies, early clinical trials, retrospective studies, or case series (Tiers 3 and 4). A companion algorithm was also developed to support rational, context-appropriate treatment selection informed by molecular biomarkers. This framework can be readily adapted to build similar resources in other jurisdictions to support therapeutic decision-making.
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Fortin Ensign S, Hrachova M, Chang S, Mrugala MM. Assessing the utility and attitudes toward molecular testing in neuro-oncology: a survey of the Society for Neuro-Oncology members. Neurooncol Pract 2021; 8:310-316. [PMID: 34055378 PMCID: PMC8153811 DOI: 10.1093/nop/npab003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Molecular testing (MT) is utilized in neuro-oncology with increasing frequency. The aim of this study was to determine clinical practice patterns to acquire this information, interpret and utilize MT for patient care, and identify unmet needs in the practical clinical application of MT. METHODS We conducted a voluntary online survey of providers within the Society for Neuro-Oncology (SNO) membership database between March and April 2019. RESULTS We received 152 responses out of 2022 SNO members (7.5% of membership). 88.8% of respondents routinely order MT for newly diagnosed gliomas. Of those who do not, testing is preferentially performed in younger patients or those with midline tumors. 82.8% use MT in recurrent gliomas. Other common indications included: metastatic tumors, meningioma, and medulloblastoma. Many providers utilize more than one resource (36.0%), most frequently using in-house (41.8%) over commercially available panels. 78.1% used the results for clinical decision-making, with BRAF, EGFR, ALK, and H3K27 mutations most commonly directing treatment decisions. Approximately, half (48.5%) of respondents have molecular tumor boards at their institutions. Respondents would like to see SNO-endorsed guidelines on MT, organized lists of targeted agents available for specific mutations, a database of targetable mutations and clinical trials, and more educational programs on MT. CONCLUSION This survey was marked by several limitations including response rate and interpretation of MT. Among respondents, there is routine use of MT in Neuro-Oncology, however, there remains a need for increased guidance for providers to effectively incorporate the expanding genomic data resulting from MT into daily Neuro-Oncology practice.
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Affiliation(s)
| | - Maya Hrachova
- Department of Neurology, University of California, Irvine Medical Center, Orange, California
| | - Susan Chang
- Division of Neuro-Oncology, Department of Neurosurgery, University of California San Francisco, San Francisco, California
| | - Maciej M Mrugala
- Department of Neurology, Mayo Clinic Cancer Center, Phoenix, Arizona
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Rodríguez‐Antolín C, Rosas‐Alonso R, Cruz P, Higuera O, Sánchez‐Cabrero D, Esteban‐Rodríguez I, Peláez‐García A, Fernández Montaño VE, Rodríguez‐Jiménez C, Ibáñez de Cáceres I, de Castro J. Novel SLC12A2-ROS1 Fusion in Non-Small Cell Lung Cancer with a Significant Response to Crizotinib: The Importance of Choosing the Appropriate Next-Generation Sequencing Assay. Oncologist 2021; 26:e908-e912. [PMID: 33682977 PMCID: PMC8176992 DOI: 10.1002/onco.13745] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 02/25/2021] [Indexed: 01/05/2023] Open
Abstract
Identifying the druggable target is crucial for patients with nonsquamous advanced non-small cell lung cancer (NSCLC). This article adds to the spectrum of ROS1 fusion cases described in NSCLC. We describe a novel SLC12A2-ROS1 rearrangement that has not been previously reported in other cancers: a fusion that has clinical and radiological sensitivity to crizotinib. Fluorescence in situ hybridization detected the SLC12A2-ROS1 fusion and it was confirmed through hybrid capture-based next-generation sequencing (NGS); however, the fusion could not be detected by amplicon-based assay. The success of implementing NGS into routine clinical practice depends on the accuracy of testing. The test's methodological features should then be considered because they significantly affect the results. Given this patient's response to crizotinib, identifying patients with undescribed ROS1 fusions has important therapeutic implications. KEY POINTS: This is the first known description of an SLC12A2-ROS1 fusion. Considering the patient's clinical features and tumor response observed after crizotinib therapy, the authors confirm that this new rearrangement has relevant clinical impact for patients with non-small cell lung cancer. The success of implementing next-generation sequencing (NGS) into routine clinical practice depends on the accuracy of the testing. Different assays and NGS platforms can achieve differing results. Each assay's limitations need to be considered to ensure the quality of precision medicine in clinical practice.
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Affiliation(s)
- Carlos Rodríguez‐Antolín
- Epigenetics Laboratory, Department of Genetics, Hospital Universitario La PazMadridSpain
- Experimental Therapies and Novel Biomarkers in Cancer, Hospital Universitario La Paz Institute for Health Research (IdiPAZ)MadridSpain
| | - Rocío Rosas‐Alonso
- Epigenetics Laboratory, Department of Genetics, Hospital Universitario La PazMadridSpain
- Experimental Therapies and Novel Biomarkers in Cancer, Hospital Universitario La Paz Institute for Health Research (IdiPAZ)MadridSpain
| | - Patricia Cruz
- Department of Medical Oncology, Hospital Universitario La PazMadridSpain
- Experimental Therapies and Novel Biomarkers in Cancer, Hospital Universitario La Paz Institute for Health Research (IdiPAZ)MadridSpain
| | - Oliver Higuera
- Department of Medical Oncology, Hospital Universitario La PazMadridSpain
- Experimental Therapies and Novel Biomarkers in Cancer, Hospital Universitario La Paz Institute for Health Research (IdiPAZ)MadridSpain
| | - Darío Sánchez‐Cabrero
- Department of Medical Oncology, Hospital Universitario La PazMadridSpain
- Experimental Therapies and Novel Biomarkers in Cancer, Hospital Universitario La Paz Institute for Health Research (IdiPAZ)MadridSpain
| | - Isabel Esteban‐Rodríguez
- Department of Medical Oncology, Hospital Universitario La PazMadridSpain
- Department of Pathology, Hospital Universitario La PazMadridSpain
| | - Alberto Peláez‐García
- Molecular Pathology and Therapeutic Targets, Hospital Universitario La Paz Institute for Health Research (IdiPAZ)MadridSpain
| | | | - Carmen Rodríguez‐Jiménez
- Genetics of Metabolic Diseases, Department of Genetics, Hospital Universitario La PazMadridSpain
| | - Inmaculada Ibáñez de Cáceres
- Epigenetics Laboratory, Department of Genetics, Hospital Universitario La PazMadridSpain
- Experimental Therapies and Novel Biomarkers in Cancer, Hospital Universitario La Paz Institute for Health Research (IdiPAZ)MadridSpain
| | - Javier de Castro
- Department of Medical Oncology, Hospital Universitario La PazMadridSpain
- Experimental Therapies and Novel Biomarkers in Cancer, Hospital Universitario La Paz Institute for Health Research (IdiPAZ)MadridSpain
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Angerilli V, Galuppini F, Pagni F, Fusco N, Malapelle U, Fassan M. The Role of the Pathologist in the Next-Generation Era of Tumor Molecular Characterization. Diagnostics (Basel) 2021; 11:339. [PMID: 33670699 PMCID: PMC7922586 DOI: 10.3390/diagnostics11020339] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Revised: 02/16/2021] [Accepted: 02/17/2021] [Indexed: 12/14/2022] Open
Abstract
Current pathology practice is being shaped by the increasing complexity of modern medicine, in particular of precision oncology, and major technological advances. In the "next-generation technologies era", the pathologist has become the person responsible for the integration and interpretation of morphologic and molecular information and for the delivery of critical answers to diagnostic, prognostic and predictive queries, acquiring a prominent position in the molecular tumor boards.
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Affiliation(s)
- Valentina Angerilli
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, 35121 Padua, Italy; (V.A.); (F.G.)
| | - Francesca Galuppini
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, 35121 Padua, Italy; (V.A.); (F.G.)
| | - Fabio Pagni
- Department of Medicine and Surgery, Pathology, San Gerardo Hospital, University of Milano-Bicocca, 20900 Monza, Italy;
| | - Nicola Fusco
- Division of Pathology, IEO, European Institute of Oncology IRCCS, 20122 Milan, Italy;
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy
| | - Umberto Malapelle
- Department of Public Health, University of Naples Federico II, 80138 Naples, Italy;
| | - Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, 35121 Padua, Italy; (V.A.); (F.G.)
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Fumagalli C, Guerini-Rocco E, Barberis M. Making the Most of Complexity to Create Opportunities: Comprehensive Genomic Profiling and Molecular Tumor Board for Patients with Non-Small Cell Lung Cancer (NSCLC). Cancers (Basel) 2021; 13:609. [PMID: 33557047 PMCID: PMC7913872 DOI: 10.3390/cancers13040609] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 01/27/2021] [Accepted: 01/29/2021] [Indexed: 12/26/2022] Open
Abstract
Personalized cancer therapy matches the plan of treatment with specific molecular alterations [...].
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Affiliation(s)
- Caterina Fumagalli
- Division of Pathology, IEO, European Institute of Oncology, IRCCS, 20141 Milano, Italy; (E.G.-R.); (M.B.)
| | - Elena Guerini-Rocco
- Division of Pathology, IEO, European Institute of Oncology, IRCCS, 20141 Milano, Italy; (E.G.-R.); (M.B.)
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy
| | - Massimo Barberis
- Division of Pathology, IEO, European Institute of Oncology, IRCCS, 20141 Milano, Italy; (E.G.-R.); (M.B.)
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40
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Danesi R, Fogli S, Indraccolo S, Del Re M, Dei Tos AP, Leoncini L, Antonuzzo L, Bonanno L, Guarneri V, Pierini A, Amunni G, Conte P. Druggable targets meet oncogenic drivers: opportunities and limitations of target-based classification of tumors and the role of Molecular Tumor Boards. ESMO Open 2021; 6:100040. [PMID: 33540286 PMCID: PMC7859305 DOI: 10.1016/j.esmoop.2020.100040] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 11/15/2020] [Accepted: 12/16/2020] [Indexed: 02/06/2023] Open
Abstract
The therapeutic landscape of cancer is changing rapidly due to the growing number of approved drugs capable of targeting specific genetic alterations. This aspect, together with the development of noninvasive methods for the assessment of somatic mutations in the peripheral blood of patients, generated a growing interest toward a new tumor-agnostic classification system based on ‘predictive’ biomarkers. The current review article discusses this emerging alternative approach to the classification of cancer and its implications for the selection of treatments. It is suggested that different types of cancers sharing the same molecular profiles could benefit from the same targeted drugs. Although recent clinical trials have demonstrated that this approach cannot be generalized, there are also specific examples that demonstrate the clinical utility of this alternative vision. In this rapidly evolving scenario, a multidisciplinary approach managed by institutional Molecular Tumor Boards is fundamental to interpret the biological and clinical relevance of genetic alterations and the complexity of their relationship with treatment response. The identification of oncogenic drivers offers the opportunity to develop target-specific drugs. The inhibition of crucial pathways realizes the principle of druggable target to exploit cancer vulnerability. The approval of new anticancer agents based on target-based concept represents a paradigm shift in cancer therapy. However, only few drugs have been approved so far on an agnostic basis and the concept of biomarker cannot be generalized. Tumor Molecular Boards will have an increasing role in the identification of new therapeutic options in selected patients.
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Affiliation(s)
- R Danesi
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - S Fogli
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - S Indraccolo
- Molecular Oncology Unit, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - M Del Re
- Clinical Pharmacology and Pharmacogenetics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - A P Dei Tos
- Department of Medicine, School of Medicine, University of Padua, Padua, Italy
| | - L Leoncini
- Department of Medical Biotechnology, Anatomic Pathology Division, University of Siena, Siena, Italy
| | - L Antonuzzo
- Medical Oncology Unit, Careggi University Hospital, Florence, Italy
| | - L Bonanno
- Medical Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - V Guarneri
- Medical Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy; Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - A Pierini
- Integrated Access, Roche, Monza, Italy
| | - G Amunni
- Institute for the Study, Prevention and Oncology Network (ISPRO), Florence, Italy.
| | - P Conte
- Medical Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy; Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
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Madhavan S, Beckman RA, McCoy MD, Pishvaian MJ, Brody JR, Macklin P. Envisioning the future of precision oncology trials. NATURE CANCER 2021; 2:9-11. [PMID: 35121893 DOI: 10.1038/s43018-020-00163-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Subha Madhavan
- Innovation Center for Biomedical Informatics & Lombardi Comprehensive Cancer Center, Washington, DC, USA.
| | - Robert A Beckman
- Innovation Center for Biomedical Informatics & Lombardi Comprehensive Cancer Center, Washington, DC, USA
- Department of Oncology, Department of Biomathematics and Department of Biostatistics, Georgetown University Medical Center, Washington, DC, USA
| | - Matthew D McCoy
- Innovation Center for Biomedical Informatics & Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | - Michael J Pishvaian
- Department of Oncology, Sidney Kimmel Cancer Center, Johns Hopkins University School of Medicine, Washington, DC, USA
| | - Jonathan R Brody
- Department of Surgery and Department of Cell, Developmental & Cancer Biology, Brenden-Colson Center for Pancreatic Care Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - Paul Macklin
- Department of Intelligent Systems Engineering, Indiana University, Bloomington, IN, USA
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42
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Sobottka B, Weber A. [Molecular tumor diagnostics-current methods, examples of application and future]. DER PATHOLOGE 2020; 41:411-424. [PMID: 32430586 DOI: 10.1007/s00292-020-00793-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Molecular tumor diagnostics is rapidly evolving, driven by technological advances in high-throughput sequencing and bioinformatics, and paralleled by the emergence of novel therapeutic approaches, not least in the field of immune oncology. Molecular stratification of common tumor entities such as colorectal carcinoma and the discovery of paradigmatic molecular changes such as NTRK fusions illustrate how molecular pathological investigations can be performed under diagnostic or predictive conditions and can also provide prognostic information. Promising recent developments include "liquid biopsy" and tumor agnostic strategies. A functioning interdisciplinary cooperation between oncology, bioinformatics and molecular pathology is prerequisite for modern oncological diagnostics based on the current state-of-the-art knowledge and decisive for optimal care of oncological patients.
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Affiliation(s)
- B Sobottka
- Institut für Pathologie und Molekularpathologie, Universitätsspital Zürich, Universität Zürich, Schmelzbergstraße 12, 8091, Zürich, Schweiz
| | - A Weber
- Institut für Pathologie und Molekularpathologie, Universitätsspital Zürich, Universität Zürich, Schmelzbergstraße 12, 8091, Zürich, Schweiz.
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Koopman B, van der Wekken AJ, ter Elst A, Hiltermann TJN, Vilacha JF, Groves MR, van den Berg A, Hiddinga BI, Hijmering-Kappelle LBM, Stigt JA, Timens W, Groen HJM, Schuuring E, van Kempen LC. Relevance and Effectiveness of Molecular Tumor Board Recommendations for Patients With Non–Small-Cell Lung Cancer With Rare or Complex Mutational Profiles. JCO Precis Oncol 2020; 4:393-410. [DOI: 10.1200/po.20.00008] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
PURPOSE Molecular tumor boards (MTBs) provide physicians with a treatment recommendation for complex tumor-specific genomic alterations. National and international consensus to reach a recommendation is lacking. In this article, we analyze the effectiveness of an MTB decision-making methodology for patients with non–small-cell lung cancer (NSCLC) with rare or complex mutational profiles as implemented in the University Medical Center Groningen (UMCG). METHODS The UMCG-MTB comprises (pulmonary) oncologists, pathologists, clinical scientists in molecular pathology, and structural biologists. Recommendations are based on reported actionability of variants and molecular interpretation of pathways affected by the variant and supported by molecular modeling. A retrospective analysis of 110 NSCLC cases (representing 106 patients) with suggested treatment of complex genomic alterations and corresponding treatment outcomes for targeted therapy was performed. RESULTS The MTB recommended targeted therapy for 59 of 110 NSCLC cases with complex molecular profiles: 24 within a clinical trial, 15 in accordance with guidelines (on label) and 20 off label. All but 16 recommendations involved patients with an EGFR or ALK mutation. Treatment outcome was analyzed for patients with available follow-up (10 on label and 16 off label). Adherence to the MTB recommendation (21 of 26; 81%) resulted in an objective response rate of 67% (14 of 21), with a median progression-free survival of 6.3 months (interquartile range, 3.2-10.6 months) and an overall survival of 10.4 months (interquartile range, 6.3-14.6 months). CONCLUSION Targeted therapy recommendations resulting from the UMCG-MTB workflow for complex molecular profiles were highly adhered to and resulted in a positive clinical response in the majority of patients with metastatic NSCLC.
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Affiliation(s)
- Bart Koopman
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Anthonie J. van der Wekken
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Arja ter Elst
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - T. Jeroen N. Hiltermann
- Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Juliana F. Vilacha
- XB20 Drug Design, Structural Biology in Drug Design, University of Groningen, Groningen Research Institute of Pharmacy, Groningen, the Netherlands
| | - Matthew R. Groves
- XB20 Drug Design, Structural Biology in Drug Design, University of Groningen, Groningen Research Institute of Pharmacy, Groningen, the Netherlands
| | - Anke van den Berg
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Birgitta I. Hiddinga
- Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Lucie B. M. Hijmering-Kappelle
- Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Jos A. Stigt
- Department of Pulmonology, Isala Hospital, Zwolle, the Netherlands
| | - Wim Timens
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Harry J. M. Groen
- Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Ed Schuuring
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Léon C. van Kempen
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
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John A, Shah RA, Wong WB, Schneider CE, Alexander M. Value of Precision Medicine in Advanced Non-Small Cell Lung Cancer: Real-World Outcomes Associated with the Use of Companion Diagnostics. Oncologist 2020; 25:e1743-e1752. [PMID: 32627882 PMCID: PMC7648341 DOI: 10.1634/theoncologist.2019-0864] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 06/18/2020] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Companion diagnostic (CDx) testing for patients with advanced non-small cell lung cancer (aNSCLC) identifies patients more likely to benefit from biomarker-driven treatments. METHODS Patients with nonsquamous cell (non-Sq) aNSCLC from the Flatiron Health database (diagnosed January 1, 2011-May 31, 2018) who had CDx testing were compared with those who had no reported evidence of testing. The association between CDx testing and overall survival was evaluated by unadjusted and adjusted Cox proportional hazards regression models. Logistic regression analysis identified characteristics associated with CDx testing. The revised modified Lung Cancer Prognostic Index and other factors identified a priori were included in the adjusted models. RESULTS A total of 17,555 patients with non-Sq aNSCLC (CDx, n = 14,732; no CDx, n = 2,823) with mean ± SD age of 67.2 ± 10.0 years were included. Most were insured (91.7%) and white (67.1%). Asian patients and those who were never-smokers were more likely to undergo CDx testing. Those with CDx testing lived longer than those without (median [95% confidence interval (CI)] survival, 13.04 [12.62-13.40] vs. 6.01 [5.72-6.24] months) and had a decreased mortality risk (adjusted hazard ratio [95% CI], 0.72 [0.69-0.76]). A survival advantage was also seen for patients with CDx testing who received biomarker-driven first-line therapy. CONCLUSION Patients with non-Sq aNSCLC who had CDx testing had a greater survival benefit than those without, supporting broader use of CDx testing in routine clinical practice to identify patients more likely to benefit from precision medicine. IMPLICATIONS FOR PRACTICE Companion diagnostic (CDx) testing coupled with biomarker-driven treatment offers a greater survival benefit for patients with advanced non-small cell lung cancer (aNSCLC). In this study, patients with nonsquamous aNSCLC from Flatiron Health, a large, real-world oncology database, with CDx testing had a reduced mortality risk and lived longer than patients without reported evidence of CDx testing; those who received biomarker-driven therapy as their first line of treatment were likely to survive three times longer than those who did not. These results demonstrate the clinical utility of CDx testing as the first step in treating nonsquamous aNSCLC in real-world clinical practice.
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Affiliation(s)
- Ani John
- Roche Diagnostics Information SolutionsPleasanton, CaliforniaUSA
| | - Roma A. Shah
- Roche Diagnostics Information SolutionsPleasanton, CaliforniaUSA
| | | | | | - Marliese Alexander
- Pharmacy Department, Peter MacCallum Cancer CentreMelbourneVictoriaAustralia
- Sir Peter MacCallum Department of Oncology, University of MelbourneVictoriaAustralia
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45
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Pellini B, Szymanski J, Chin RI, Jones PA, Chaudhuri AA. Liquid Biopsies Using Circulating Tumor DNA in Non-Small Cell Lung Cancer. Thorac Surg Clin 2020; 30:165-177. [PMID: 32327175 DOI: 10.1016/j.thorsurg.2020.01.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Liquid biopsies for the diagnosis and treatment of lung cancer have developed rapidly, driven primarily by technical advances in sensitivity to detect circulating tumor DNA (ctDNA). Still, technical limitations such as the challenge of detecting low-level ctDNA variants and distinguishing tumor-related variants from clonal hematopoiesis remain. With further technical advancements, new applications for ctDNA analysis are emerging including detection of post-treatment molecular residual disease (MRD), clinical trial selection, and early cancer detection. This chapter reviews the current state of ctDNA testing in NSCLC, the underlying technological advances enabling ctDNA detection, and the potential to expand ctDNA analysis to new applications.
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Affiliation(s)
- Bruna Pellini
- Department of Medicine, Division of Oncology, Washington University School of Medicine, Division of Oncology Campus Box 8056, 660 South Euclid Avenue, St Louis, MO 63110, USA
| | - Jeffrey Szymanski
- Department of Radiation Oncology, Division of Cancer Biology, Washington University School of Medicine, Radiation Oncology Campus Box 8224, 660 South Euclid Avenue, St Louis, MO 63110, USA
| | - Re-I Chin
- Department of Radiation Oncology, Division of Cancer Biology, Washington University School of Medicine, Radiation Oncology Campus Box 8224, 660 South Euclid Avenue, St Louis, MO 63110, USA
| | - Paul A Jones
- Department of Radiation Oncology, Division of Cancer Biology, Washington University School of Medicine, Radiation Oncology Campus Box 8224, 660 South Euclid Avenue, St Louis, MO 63110, USA
| | - Aadel A Chaudhuri
- Department of Radiation Oncology, Division of Cancer Biology, Washington University School of Medicine, Radiation Oncology Campus Box 8224, 660 South Euclid Avenue, St Louis, MO 63110, USA.
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Bot N, Waelli M. Implementing a clinical cutting-edge and decision-making activity: an ethnographic teamwork approach to a molecular tumorboard. BMC Health Serv Res 2020; 20:922. [PMID: 33028316 PMCID: PMC7542871 DOI: 10.1186/s12913-020-05786-2] [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: 06/04/2020] [Accepted: 09/30/2020] [Indexed: 11/29/2022] Open
Abstract
Background New technology implementation in healthcare must address important challenges such as interdisciplinary approaches. In oncology, molecular tumorboard (MTB) settings require biomedical researchers and clinical practitioners to collaborate and work together. While acknowledging that MTBs have been primarily investigated from a clinical rather than an organizational perspective, this article analyzes team processes and dynamics in a newly implemented MTB. Methods A systemic case study of a newly implemented MTB in a Swiss teaching hospital was conducted between July 2017 and February 2018, with in situ work observations, six exploratory interviews and six semi-structured interviews. Results An MTB workflow is progressively stabilized in four steps: 1) patient case submissions, 2) molecular analyses and results validation, 3) co-elaboration of therapeutic proposals, and 4) reporting during formal MTB sessions. The elaboration of a therapeutic proposal requires a framework for discussion that departs from the formality of institutional relationships, which was gradually incepted in this MTB. Conclusions Firstly, our research showed that an MTB organizational process requires the five teaming components that characterizes a learning organization. It showed that at the organizational level, procedures can be stabilized without limiting practice flexibility. Secondly, this research highlighted the importance of non-clinical outcomes from an MTB, e.g. an important support network for the oncologist community.
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Affiliation(s)
- Nathalie Bot
- Institute of Global Health, University of Geneva, Geneva, Switzerland.
| | - Mathias Waelli
- Institute of Global Health, University of Geneva, Geneva, Switzerland.,EHESP, French School of Public Health, EA7348 MOS, Rennes, France
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Kato S, Kim KH, Lim HJ, Boichard A, Nikanjam M, Weihe E, Kuo DJ, Eskander RN, Goodman A, Galanina N, Fanta PT, Schwab RB, Shatsky R, Plaxe SC, Sharabi A, Stites E, Adashek JJ, Okamura R, Lee S, Lippman SM, Sicklick JK, Kurzrock R. Real-world data from a molecular tumor board demonstrates improved outcomes with a precision N-of-One strategy. Nat Commun 2020; 11:4965. [PMID: 33009371 PMCID: PMC7532150 DOI: 10.1038/s41467-020-18613-3] [Citation(s) in RCA: 162] [Impact Index Per Article: 40.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 08/25/2020] [Indexed: 01/01/2023] Open
Abstract
Next-generation sequencing (NGS) can identify novel cancer targets. However, interpreting the molecular findings and accessing drugs/clinical trials is challenging. Furthermore, many tumors show resistance to monotherapies. To implement a precision strategy, we initiated a multidisciplinary (basic/translational/clinical investigators, bioinformaticians, geneticists, and physicians from multiple specialties) molecular tumor board (MTB), which included a project manager to facilitate obtaining clinical-grade biomarkers (blood/tissue NGS, specific immunohistochemistry/RNA expression including for immune-biomarkers, per physician discretion) and medication-acquisition specialists/clinical trial coordinators/navigators to assist with medication access. The MTB comprehensively reviewed patient characteristics to develop N-of-One treatments implemented by the treating physician's direction under the auspices of a master protocol. Overall, 265/429 therapy-evaluable patients (62%) were matched to ≥1 recommended drug. Eighty-six patients (20%) matched to all drugs recommended by MTB, including combinatorial approaches, while 38% received physician's choice regimen, generally with unmatched approach/low degree of matching. Our results show that patients who receive MTB-recommended regimens (versus physician choice) have significantly longer progression-free (PFS) and overall survival (OS), and are better matched to therapy. High (≥50%) versus low (<50%) Matching Score therapy (roughly reflecting therapy matched to ≥50% versus <50% of alterations) independently correlates with longer PFS (hazard ratio [HR], 0.63; 95% confidence interval [CI], 0.50-0.80; P < 0.001) and OS (HR, 0.67; 95% CI, 0.50-0.90; P = 0.007) and higher stable disease ≥6 months/partial/complete remission rate (52.1% versus 30.4% P < 0.001) (all multivariate). In conclusion, patients who receive MTB-based therapy are better matched to their genomic alterations, and the degree of matching is an independent predictor of improved oncologic outcomes including survival.
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Affiliation(s)
- Shumei Kato
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA.
| | - Ki Hwan Kim
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA.
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, Republic of Korea.
| | - Hyo Jeong Lim
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
- Department of Internal Medicine, Veterans Health Service Medical Center, Seoul, Republic of Korea
| | - Amelie Boichard
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Mina Nikanjam
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Elizabeth Weihe
- Department of Radiology, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Dennis J Kuo
- Division of Pediatric Hematology-Oncology, Rady Children's Hospital-San Diego, University of California San Diego School of Medicine, San Diego, CA, USA
| | - Ramez N Eskander
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Aaron Goodman
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Natalie Galanina
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Paul T Fanta
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Richard B Schwab
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Rebecca Shatsky
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Steven C Plaxe
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Andrew Sharabi
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
- Department of Radiation Medicine and Applied Sciences, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Edward Stites
- Integrative Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Jacob J Adashek
- Department of Internal Medicine, University of South Florida, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Ryosuke Okamura
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Suzanna Lee
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Scott M Lippman
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Jason K Sicklick
- Center for Personalized Cancer Therapy and Division of Surgical Oncology, Department of Surgery, UC San Diego Moores Cancer Center, La Jolla, CA, USA
| | - Razelle Kurzrock
- Center for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, UC San Diego Moores Cancer Center, La Jolla, CA, USA
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Patterson C, Barber FD. Clinical Trial Subinvestigator: An Emerging Role for Oncology Nurse Practitioners. Clin J Oncol Nurs 2020; 24:479-481. [PMID: 32945784 DOI: 10.1188/20.cjon.479-481] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Phase 1 clinical trials are essential to improving outcomes in cancer care. The investigational agents in these trials may be associated with adverse events that can contribute to symptom burden and declining performance status for trial participants. The emerging role for oncology nurse practitioners (ONPs) as subinvestigators offers a unique practice setting for advanced practice nurses. In this role, ONPs provide expert oncology care, are responsible for swift recognition and management of adverse events, and ensure adherence to the clinical trial protocol.
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49
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Wang Y, Lakoma A, Zogopoulos G. Building towards Precision Oncology for Pancreatic Cancer: Real-World Challenges and Opportunities. Genes (Basel) 2020; 11:E1098. [PMID: 32967105 PMCID: PMC7563487 DOI: 10.3390/genes11091098] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 09/15/2020] [Accepted: 09/17/2020] [Indexed: 02/06/2023] Open
Abstract
The advent of next-generation sequencing (NGS) has provided unprecedented insight into the molecular complexity of pancreatic ductal adenocarcinoma (PDAC). This has led to the emergence of biomarker-driven treatment paradigms that challenge empiric treatment approaches. However, the growth of sequencing technologies is outpacing the development of the infrastructure required to implement precision oncology as routine clinical practice. Addressing these logistical barriers is imperative to maximize the clinical impact of molecular profiling initiatives. In this review, we examine the evolution of precision oncology in PDAC, spanning from germline testing for cancer susceptibility genes to multi-omic tumor profiling. Furthermore, we highlight real-world challenges to delivering precision oncology for PDAC, and propose strategies to improve the generation, interpretation, and clinical translation of molecular profiling data.
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Affiliation(s)
- Yifan Wang
- Department of Surgery, McGill University, Montreal, QC H4A 3J1, Canada; (Y.W.); (A.L.)
- Research Institute of the McGill University Health Centre, McGill University, Montreal, QC H4A 3J1, Canada
- The Rosalind and Morris Goodman Cancer Research Centre, McGill University, Montreal, QC H3A 1A3, Canada
| | - Anna Lakoma
- Department of Surgery, McGill University, Montreal, QC H4A 3J1, Canada; (Y.W.); (A.L.)
- Research Institute of the McGill University Health Centre, McGill University, Montreal, QC H4A 3J1, Canada
- The Rosalind and Morris Goodman Cancer Research Centre, McGill University, Montreal, QC H3A 1A3, Canada
| | - George Zogopoulos
- Department of Surgery, McGill University, Montreal, QC H4A 3J1, Canada; (Y.W.); (A.L.)
- Research Institute of the McGill University Health Centre, McGill University, Montreal, QC H4A 3J1, Canada
- The Rosalind and Morris Goodman Cancer Research Centre, McGill University, Montreal, QC H3A 1A3, Canada
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50
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Li A, Bergan RC. Clinical trial design: Past, present, and future in the context of big data and precision medicine. Cancer 2020; 126:4838-4846. [PMID: 32931022 PMCID: PMC7693060 DOI: 10.1002/cncr.33205] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 08/17/2020] [Accepted: 08/20/2020] [Indexed: 12/15/2022]
Abstract
Clinical trials are fundamental for advances in cancer treatment. The traditional framework of phase 1 to 3 trials is designed for incremental advances between regimens. However, our ability to understand and treat cancer has evolved with the increase in drugs targeting an expanding array of therapeutic targets, the development of progressively comprehensive data sets, and emerging computational analytics, all of which are reshaping our treatment strategies. A more robust linkage between drugs and underlying cancer biology is blurring historical lines that define trials on the basis of cancer type. The complexity of the molecular basis of cancer, coupled with manifold variations in clinical status, is driving the individually tailored use of combinations of precision targeted drugs. This approach is spawning a new era of clinical trial types. Although most care is delivered in a community setting, large centers support real‐time multi‐omic analytics and their integrated interpretation by using machine learning in the context of real‐world data sets. Coupling the analytic capabilities of large centers to the tailored delivery of therapy in the community is forging a paradigm that is optimizing service for patients. Understanding the importance of these evolving trends across the health care spectrum will affect our treatment of cancer in the future and is the focus of this review. With advances in cancer biology, precision therapeutics, and big data, clinical trial designs are evolving. They are transforming cancer care and research across the biomedical enterprise.
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Affiliation(s)
- Allen Li
- Division of Hematology/Oncology, Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon
| | - Raymond C Bergan
- Division of Hematology/Oncology, Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon
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