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Sosinsky A, Ambrose J, Cross W, Turnbull C, Henderson S, Jones L, Hamblin A, Arumugam P, Chan G, Chubb D, Noyvert B, Mitchell J, Walker S, Bowman K, Pasko D, Buongermino Pereira M, Volkova N, Rueda-Martin A, Perez-Gil D, Lopez J, Pullinger J, Siddiq A, Zainy T, Choudhury T, Yavorska O, Fowler T, Bentley D, Kingsley C, Hing S, Deans Z, Rendon A, Hill S, Caulfield M, Murugaesu N. Insights for precision oncology from the integration of genomic and clinical data of 13,880 tumors from the 100,000 Genomes Cancer Programme. Nat Med 2024; 30:279-289. [PMID: 38200255 PMCID: PMC10803271 DOI: 10.1038/s41591-023-02682-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 11/02/2023] [Indexed: 01/12/2024]
Abstract
The Cancer Programme of the 100,000 Genomes Project was an initiative to provide whole-genome sequencing (WGS) for patients with cancer, evaluating opportunities for precision cancer care within the UK National Healthcare System (NHS). Genomics England, alongside NHS England, analyzed WGS data from 13,880 solid tumors spanning 33 cancer types, integrating genomic data with real-world treatment and outcome data, within a secure Research Environment. Incidence of somatic mutations in genes recommended for standard-of-care testing varied across cancer types. For instance, in glioblastoma multiforme, small variants were present in 94% of cases and copy number aberrations in at least one gene in 58% of cases, while sarcoma demonstrated the highest occurrence of actionable structural variants (13%). Homologous recombination deficiency was identified in 40% of high-grade serous ovarian cancer cases with 30% linked to pathogenic germline variants, highlighting the value of combined somatic and germline analysis. The linkage of WGS and longitudinal life course clinical data allowed the assessment of treatment outcomes for patients stratified according to pangenomic markers. Our findings demonstrate the utility of linking genomic and real-world clinical data to enable survival analysis to identify cancer genes that affect prognosis and advance our understanding of how cancer genomics impacts patient outcomes.
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Affiliation(s)
| | | | - William Cross
- School of Life Sciences, University of Westminster, London, UK
| | - Clare Turnbull
- Genomics England, London, UK
- Institute of Cancer Research, London, UK
| | | | - Louise Jones
- Genomics England, London, UK
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Angela Hamblin
- Genomics England, London, UK
- Oxford University Hospitals NHS Foundation Trust, Churchill Hospital, Oxford, UK
| | | | | | | | - Boris Noyvert
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Tom Fowler
- Genomics England, London, UK
- William Harvey Research Institute and the Barts Cancer Institute, Queen Mary University of London, London, UK
| | | | | | | | | | | | - Sue Hill
- Genomics Unit, NHS England, London, UK
| | - Mark Caulfield
- Genomics England, London, UK.
- William Harvey Research Institute and the Barts Cancer Institute, Queen Mary University of London, London, UK.
| | - Nirupa Murugaesu
- Genomics England, London, UK.
- Guy's & St Thomas' NHS Foundation Trust, London, UK.
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2
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Harrison C, Bartley N, Jacobs C, Best M, Vatter S, Meiser B, Ballinger ML, Thomas DM, Butow P. Family communication and results disclosure after germline sequencing: A mixed methods study. PATIENT EDUCATION AND COUNSELING 2023; 114:107800. [PMID: 37210765 DOI: 10.1016/j.pec.2023.107800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 05/13/2023] [Accepted: 05/17/2023] [Indexed: 05/23/2023]
Abstract
OBJECTIVE Research on family communication of germline genome sequencing (GS) results (versus of genetic results after targeted genetic testing) is still emerging, yet potentially complex results increase the importance of communicating risk to relatives. Promoting equity by ensuring patients have sufficient health literacy to interpret results is important in this context. This study aimed to identify cancer patients' perceived importance of result disclosure, predictors of perceptions, and perspectives on family communication. METHODS This explanatory-sequential, cross-sectional mixed-methods study involved participants (n = 246) completing a questionnaire and (n = 20) a semi-structured interview. Ordinal logistic regressions determined associations between potential predictors and perceived importance of result disclosure. Interview transcripts were analysed thematically using a constant-comparative approach. RESULTS More participants intended disclosing to nuclear (77.4%) than to extended family (42.7%). More than half (59.3%) felt results were family information; 62.7% believed it was important to disclose results to family members. Nuclear and extended family communication scores and education level were significantly positively associated with perceived importance of disclosure (p < 0.05). Six qualitative themes were identified: i) Responsibility to inform, ii) Choice, iii) Autonomy, iv) Family Communication, v) Significance of results, and vi) Health professional role. CONCLUSION Low health literacy and family conflict can complicate communication of GS results. Patients seek clear, interpretable information in a format they can easily communicate. PRACTICE IMPLICATIONS Healthcare professionals can facilitate discussion of GS results by offering written information, encouraging disclosure, exploring existing family dynamics and communication patterns, and offering strategies to improve family communication. Centralised genetic communication offices and chatbots can also be helpful.
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Affiliation(s)
- Camelia Harrison
- Graduate School of Health, University of Technology Sydney, Sydney, Australia
| | - Nicci Bartley
- Psycho-Oncology Co-operative Research Group, The University of Sydney, Sydney, Australia
| | - Chris Jacobs
- Graduate School of Health, University of Technology Sydney, Sydney, Australia
| | - Megan Best
- Institute for Ethics and Society, The University of Notre Dame, Sydney, Australia
| | - Sabina Vatter
- Psycho-Oncology Co-operative Research Group, The University of Sydney, Sydney, Australia
| | - Bettina Meiser
- School of Clinical Medicine, University of New South Wales, Sydney, Australia
| | - Mandy L Ballinger
- Cancer Division, Garvan Institute of Medical Research, Sydney, Australia
| | - David M Thomas
- Cancer Division, Garvan Institute of Medical Research, Sydney, Australia
| | - Phyllis Butow
- Psycho-Oncology Co-operative Research Group, The University of Sydney, Sydney, Australia; School of Psychology, Centre of Medical Psychology and Evidence-Based Decision-Making, The University of Sydney, Sydney, Australia.
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Hou YCC, Neidich JA, Duncavage EJ, Spencer DH, Schroeder MC. Clinical whole-genome sequencing in cancer diagnosis. Hum Mutat 2022; 43:1519-1530. [PMID: 35471774 DOI: 10.1002/humu.24381] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 03/24/2022] [Accepted: 04/04/2022] [Indexed: 11/10/2022]
Abstract
Characterizing the genomic landscape of cancers is a routine part of clinical care that began with the discovery of the Philadelphia chromosome and has since coevolved with genomic technologies. Genomic analysis of tumors at the nucleotide level using DNA sequencing has revolutionized the understanding of cancer biology and identified new molecular drivers of disease that have led to therapeutic advances and improved patient outcomes. However, the application of next-generation sequencing in the clinical laboratory has generally been limited until very recently to targeted analysis of selected genes. Recent technological innovations and reductions in sequencing costs are now able to deliver the long-promised goal of tumor whole-genome sequencing as a practical clinical assay.
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Affiliation(s)
- Ying-Chen C Hou
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Julie A Neidich
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Eric J Duncavage
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - David H Spencer
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA.,Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, USA.,McDonnell Genome Institute, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Molly C Schroeder
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA
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King B, McHugh J, Snape K. A Case-Based Clinical Approach to the Investigation, Management and Screening of Families with BRCA2 Related Prostate Cancer. APPLICATION OF CLINICAL GENETICS 2021; 14:255-266. [PMID: 34295175 PMCID: PMC8290889 DOI: 10.2147/tacg.s261737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 05/02/2021] [Indexed: 12/02/2022]
Abstract
BRCA2 is the most commonly implicated DNA damage repair gene associated with inherited prostate cancer. BRCA2 deficient prostate cancer typically presents at a younger age, is more poorly differentiated, and is associated with worse survival outcomes than non-BRCA2 associated prostate cancer. Despite these unfavourable prognostic implications, poly-ADP ribose polymerase inhibitors and platinum-based chemotherapy have been identified as potent targeted therapeutic agents towards BRCA1/2 deficient cancer cells. This review article explores the literature surrounding BRCA2-related prostate cancer through a familial clinical scenario. The investigation, diagnosis and management of BRCA2 deficient prostate cancer will be explored, alongside the implications of the identification of a germline pathogenic BRCA2 variant within a family, cascade screening and prostate cancer surveillance in unaffected male BRCA2 carriers. A greater understanding of the molecular pathogenesis of DNA damage repair gene deficient prostate cancer, coupled with new treatment paradigms and widened access to both somatic and germline genetic analysis for prostate cancer patients and their families will hopefully enable the robust implementation of high quality evidence-based clinical pathways for both the management and identification of BRCA2 deficient prostate cancer and improved screening, early detection and prevention strategies for individuals at increased genetic risk of prostate cancer.
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Affiliation(s)
- Bradley King
- Institute of Medical and Biomedical Education, St. George's, University of London, London, UK
| | - Jana McHugh
- Department of Oncogenomics, Institute of Cancer Research, London, UK
| | - Katie Snape
- Department of Clinical Genetics, St George's University Hospitals NHS Foundation Trust, London, UK
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Nelson AC, Yohe SL. Cancer Whole-Genome Sequencing: The Quest for Comprehensive Genomic Profiling in Routine Oncology Care. J Mol Diagn 2021; 23:784-787. [PMID: 34020043 DOI: 10.1016/j.jmoldx.2021.05.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 05/13/2021] [Accepted: 05/13/2021] [Indexed: 12/30/2022] Open
Affiliation(s)
- Andrew C Nelson
- Division of Molecular Pathology and Genomics, Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota; Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota.
| | - Sophia L Yohe
- Division of Molecular Pathology and Genomics, Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota; Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
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Smit AK, Bartley N, Best MC, Napier CE, Butow P, Newson AJ, Tucker K, Ballinger ML, Thomas DM, Jacobs C, Meiser B, Goldstein D, Savard J, Juraskova I. Family communication about genomic sequencing: A qualitative study with cancer patients and relatives. PATIENT EDUCATION AND COUNSELING 2021; 104:944-952. [PMID: 33129629 DOI: 10.1016/j.pec.2020.10.022] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 09/15/2020] [Accepted: 10/15/2020] [Indexed: 05/05/2023]
Abstract
OBJECTIVE This study explored family communication about undertaking genomic sequencing, and intentions to communicate pertinent heritable results to family members. METHODS Semi-structured interviews were conducted with cancer patients (n = 53) and their relatives (n = 20) who underwent germline genome sequencing or molecular tumor testing. Interviews were audio-recorded, transcribed and analyzed using thematic analysis. RESULTS Key themes relevant to family communication about undertaking sequencing included: perceiving family member interest, delaying discussion until results were received, having shared capacity to understand and cope, and having open communication in the family. Intended communication subsequent to receiving results was affected by: disease severity, risk management options, degree of closeness in the family, sense of responsibility, and potential adverse impacts on family. Resource and support needs varied based on the complexity of test results, health professionals' availability, and disease severity. Unique subthemes were identified for specific subgroups. CONCLUSION Current findings support the need to assess the impact and resource needs specific to each clinical application of genomic sequencing. PRACTICE IMPLICATIONS Increasingly sophisticated and complex clinical genomic sequencing warrants development of family-centered interventions and resources to facilitate preference-sensitive communication about genomic sequencing, including disseminating relevant information to family members.
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Affiliation(s)
- Amelia K Smit
- The University of Sydney, Faculty of Medicine and Health, Sydney School of Public Health, Cancer Epidemiology and Prevention Research, Sydney, Australia; The University of Sydney, Faculty of Medicine and Health, Sydney School of Public Health, Sydney Health Ethics, Sydney, Australia; The University of Sydney, Melanoma Institute Australia, Australia.
| | - Nicci Bartley
- The University of Sydney, Faculty of Science, School of Psychology, Psycho-Oncology Co-operative Research Group, Sydney, Australia
| | - Megan C Best
- The University of Sydney, Faculty of Medicine and Health, Sydney School of Public Health, Sydney Health Ethics, Sydney, Australia; The University of Sydney, Faculty of Science, School of Psychology, Psycho-Oncology Co-operative Research Group, Sydney, Australia
| | - Christine E Napier
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, Australia
| | - Phyllis Butow
- The University of Sydney, Faculty of Science, School of Psychology, Psycho-Oncology Co-operative Research Group, Sydney, Australia
| | - Ainsley J Newson
- The University of Sydney, Faculty of Medicine and Health, Sydney School of Public Health, Sydney Health Ethics, Sydney, Australia
| | - Kathy Tucker
- Hereditary Cancer Clinic, Prince of Wales Hospital, Sydney, Australia
| | - Mandy L Ballinger
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, Australia; St Vincent's Clinical School, University of NSW, Sydney, Australia
| | - David M Thomas
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, Australia; St Vincent's Clinical School, University of NSW, Sydney, Australia
| | - Chris Jacobs
- University of Technology Sydney, Graduate School of Health, Sydney, Australia; Prince of Wales Clinical School, University of NSW, Sydney, Australia
| | - Bettina Meiser
- Psychosocial Research Group, Prince of Wales Clinical School, University of NSW, Sydney, Australia
| | - David Goldstein
- Prince of Wales Clinical School, University of NSW, Sydney, Australia
| | | | - Ilona Juraskova
- The University of Sydney, Faculty of Science, School of Psychology, Psycho-Oncology Co-operative Research Group, Sydney, Australia
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7
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Popat S, Navani N, Kerr KM, Smit EF, Batchelor TJ, Van Schil P, Senan S, McDonald F. Navigating Diagnostic and Treatment Decisions in Non-Small Cell Lung Cancer: Expert Commentary on the Multidisciplinary Team Approach. Oncologist 2021; 26:e306-e315. [PMID: 33145902 PMCID: PMC7873339 DOI: 10.1002/onco.13586] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 10/20/2020] [Indexed: 12/11/2022] Open
Abstract
Non-small cell lung cancer (NSCLC) accounts for approximately one in five cancer-related deaths, and management requires increasingly complex decision making by health care professionals. Many centers have therefore adopted a multidisciplinary approach to patient care, using the expertise of various specialists to provide the best evidence-based, personalized treatment. However, increasingly complex disease staging, as well as expanded biomarker testing and multimodality management algorithms with novel therapeutics, have driven the need for multifaceted, collaborative decision making to optimally guide the overall treatment process. To keep up with the rapidly evolving treatment landscape, national-level guidelines have been introduced to standardize patient pathways and ensure prompt diagnosis and treatment. Such strategies depend on efficient and effective communication between relevant multidisciplinary team members and have both improved adherence to treatment guidelines and extended patient survival. This article highlights the value of a multidisciplinary approach to diagnosis and staging, treatment decision making, and adverse event management in NSCLC. IMPLICATIONS FOR PRACTICE: This review highlights the value of a multidisciplinary approach to the diagnosis and staging of non-small cell lung cancer (NSCLC) and makes practical suggestions as to how multidisciplinary teams (MDTs) can be best deployed at individual stages of the disease to improve patient outcomes and effectively manage common adverse events. The authors discuss how a collaborative approach, appropriately leveraging the diverse expertise of NSCLC MDT members (including specialist radiation and medical oncologists, chest physicians, pathologists, pulmonologists, surgeons, and nursing staff) can continue to ensure optimal per-patient decision making as treatment options become ever more specialized in the era of biomarker-driven therapeutic strategies.
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Affiliation(s)
- Sanjay Popat
- Lung Unit, Royal Marsden HospitalLondonUnited Kingdom
- The Institute of Cancer Research, University of LondonLondonUnited Kingdom
| | - Neal Navani
- Lungs for Living Research Centre, University College London (UCL) Respiratory, UCL and Department of Thoracic Medicine, University College London Hospitals NHS Foundation TrustLondonUnited Kingdom
| | - Keith M. Kerr
- Department of Pathology, Aberdeen University Medical School and Aberdeen Royal InfirmaryAberdeenUnited Kingdom
| | - Egbert F. Smit
- Department of Pulmonary Diseases, VU University Medical Center and Department of Thoracic Oncology, The Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Timothy J.P. Batchelor
- Department of Thoracic Surgery, University Hospitals Bristol and Weston National Health Service Foundation TrustBristolUnited Kingdom
| | - Paul Van Schil
- Department of Thoracic and Vascular Surgery, Antwerp University Hospital and Antwerp UniversityAntwerpBelgium
| | - Suresh Senan
- Department of Radiation Oncology, Amsterdam University Medical Center, Free University Amsterdam, Cancer Center AmsterdamAmsterdamThe Netherlands
| | - Fiona McDonald
- Lung Unit, Royal Marsden HospitalLondonUnited Kingdom
- The Institute of Cancer Research, University of LondonLondonUnited Kingdom
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Esposito Abate R, Frezzetti D, Maiello MR, Gallo M, Camerlingo R, De Luca A, De Cecio R, Morabito A, Normanno N. Next Generation Sequencing-Based Profiling of Cell Free DNA in Patients with Advanced Non-Small Cell Lung Cancer: Advantages and Pitfalls. Cancers (Basel) 2020; 12:E3804. [PMID: 33348595 PMCID: PMC7766403 DOI: 10.3390/cancers12123804] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 12/11/2020] [Accepted: 12/15/2020] [Indexed: 12/12/2022] Open
Abstract
Lung cancer (LC) is the main cause of death for cancer worldwide and non-small cell lung cancer (NSCLC) represents the most common histology. The discovery of genomic alterations in driver genes that offer the possibility of therapeutic intervention has completely changed the approach to the diagnosis and therapy of advanced NSCLC patients, and tumor molecular profiling has become mandatory for the choice of the most appropriate therapeutic strategy. However, in approximately 30% of NSCLC patients tumor tissue is inadequate for biomarker analysis. The development of highly sensitive next generation sequencing (NGS) technologies for the analysis of circulating cell-free DNA (cfDNA) is emerging as a valuable alternative to assess tumor molecular landscape in case of tissue unavailability. Additionally, cfDNA NGS testing can better recapitulate NSCLC heterogeneity as compared with tissue testing. In this review we describe the main advantages and limits of using NGS-based cfDNA analysis to guide the therapeutic decision-making process in advanced NSCLC patients, to monitor the response to therapy and to identify mechanisms of resistance early. Therefore, we provide evidence that the implementation of cfDNA NGS testing in clinical research and in the clinical practice can significantly improve precision medicine approaches in patients with advanced NSCLC.
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Affiliation(s)
- Riziero Esposito Abate
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (R.E.A.); (D.F.); (M.R.M.); (M.G.); (R.C.); (A.D.L.)
| | - Daniela Frezzetti
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (R.E.A.); (D.F.); (M.R.M.); (M.G.); (R.C.); (A.D.L.)
| | - Monica Rosaria Maiello
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (R.E.A.); (D.F.); (M.R.M.); (M.G.); (R.C.); (A.D.L.)
| | - Marianna Gallo
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (R.E.A.); (D.F.); (M.R.M.); (M.G.); (R.C.); (A.D.L.)
| | - Rosa Camerlingo
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (R.E.A.); (D.F.); (M.R.M.); (M.G.); (R.C.); (A.D.L.)
| | - Antonella De Luca
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (R.E.A.); (D.F.); (M.R.M.); (M.G.); (R.C.); (A.D.L.)
| | - Rossella De Cecio
- Department of Pathology, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy;
| | - Alessandro Morabito
- Department of Thoracic Medical Oncology, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy;
| | - Nicola Normanno
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy; (R.E.A.); (D.F.); (M.R.M.); (M.G.); (R.C.); (A.D.L.)
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Donoghue MTA, Schram AM, Hyman DM, Taylor BS. Discovery through clinical sequencing in oncology. ACTA ACUST UNITED AC 2020; 1:774-783. [PMID: 35122052 PMCID: PMC8985175 DOI: 10.1038/s43018-020-0100-0] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 07/15/2020] [Indexed: 12/11/2022]
Abstract
The molecular characterization of tumors now informs clinical cancer care for many patients. This advent of molecular oncology is driven by the expanding number of therapeutic biomarkers that can predict sensitivity to both approved and investigational agents. Beyond its role in driving clinical trial enrollments and guiding therapy in individual patients, large-scale clinical genomics in oncology also represents a rapidly expanding research resource for translational scientific discovery. Here, we review the progress, opportunities, and challenges of scientific and translational discovery from prospective clinical genomic screening programs now routinely conducted in cancer patients.
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