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Hofmann D, Esposito E. The Role of Algorithms in Molecular Tumour Boards-Managing the Gap Between Research and Clinic in Precision Medicine. SOCIOLOGY OF HEALTH & ILLNESS 2025; 47:e70040. [PMID: 40317566 PMCID: PMC12047614 DOI: 10.1111/1467-9566.70040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 02/28/2025] [Accepted: 04/11/2025] [Indexed: 05/07/2025]
Abstract
The article explores the role of algorithmic procedures in the implementation of the programme of precision medicine (PM), currently pursued in molecular tumour boards (MTBs) that emerged from the confluence of previous tumour boards and the increasing molecularisation of medicine. Our observation of the deliberations in MTBs, confirmed by interviews with participants, shows that the crucial contribution of algorithms in all stages of the processing of molecular data is neither acknowledged nor mentioned. One reason, we argue, is that these highly innovative technologies are very distant from the traditional skills and training of clinicians. The mediation through MTBs provides algorithmic procedures with the viability required to be implemented in medical decisions-and is more effective the more it goes unnoticed. Contrary to the widespread assumption of a blurring boundary between research and care, we claim that the intensification of contacts and exchanges among research endeavours and clinical operations makes the separation between the two fields increasingly sharp. As a consequence, there is a need for new forms of translation, which are accomplished by MTBs.
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Affiliation(s)
| | - Elena Esposito
- Faculty of SociologyBielefeld UniversityBielefeldGermany
- Department of Political and Social SciencesUniversity of BolognaBolognaItaly
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2
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Stoeklé HC, Beuzeboc P, Payet T, Hervé C, Bennouna J. Early-phase clinical trials in oncology for adults in France: A preliminary empirical bioethics study. Eur J Clin Invest 2024; 54:e14315. [PMID: 39235135 DOI: 10.1111/eci.14315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Accepted: 08/29/2024] [Indexed: 09/06/2024]
Affiliation(s)
- Henri-Corto Stoeklé
- Department of Ethics and Scientific Integrity, Foch Hospital, Suresnes, France
| | - Philippe Beuzeboc
- Department of Oncology and Supportive Care, Supportive Care Centre, Line Renaud Institute, Foch Hospital, Suresnes, France
| | - Tara Payet
- Department of Ethics and Scientific Integrity, Foch Hospital, Suresnes, France
| | - Christian Hervé
- Department of Ethics and Scientific Integrity, Foch Hospital, Suresnes, France
- Medical School, Paris Cité University, Paris, France
- Department of One Health and Global Health, Medical School, Versailles Saint-Quentin-en-Yvelines University (UVSQ), Montigny-le-Bretonneux, France
| | - Jaafar Bennouna
- Department of Oncology and Supportive Care, Supportive Care Centre, Line Renaud Institute, Foch Hospital, Suresnes, France
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Smit AK, Gokoolparsadh A, McWhirter R, Newett L, Milch V, Hermes A, McInerney-Leo A, Newson AJ. Ethical, legal, and social issues related to genetics and genomics in cancer: A scoping review and narrative synthesis. Genet Med 2024; 26:101270. [PMID: 39282688 DOI: 10.1016/j.gim.2024.101270] [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: 05/15/2024] [Revised: 09/10/2024] [Accepted: 09/11/2024] [Indexed: 11/05/2024] Open
Abstract
Genomics is increasingly being incorporated into models of care for cancer. Understanding the ethical, legal, and social issues (ELSI) in this domain is important for successful and equitable implementation. We aimed to identify ELSI scholarship specific to cancer control and genomics. To do this, we undertook a scoping literature review and narrative synthesis, identifying 46 articles that met inclusion criteria. Eighteen ELSI themes were developed, including (1) equity of access, which included structural barriers to testing and research, access to preventive and follow-up care, and engagement with health systems; (2) family considerations, such as an ethical obligation to disseminate relevant genomic information to at-risk family members; (3) legal considerations, including privacy and confidentiality, genetic discrimination, and the prospective duty to reclassify variants; and (4) optimizing consent processes in clinical care and research. Gaps in the literature were identified with respect to equity for people living in rural or remote areas, and how to provide ethical care within culturally, linguistically, and ethnically diverse communities, including First Nations peoples. Our findings suggest a need for a multidisciplinary approach to examining ELSI in cancer genomics beyond initial test indication and within the broader context of the mainstreaming of genomics in health care.
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Affiliation(s)
- Amelia K Smit
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, NSW, Australia; The University of Sydney, Faculty of Medicine and Health, Sydney School of Public Health, Sydney, NSW, Australia
| | - Akira Gokoolparsadh
- The University of Sydney, Faculty of Medicine and Health, Sydney School of Public Health, Sydney Health Ethics, Sydney, NSW, Australia
| | - Rebekah McWhirter
- ANU College of Law, Australian National University, Canberra, ACT, Australia
| | - Lyndsay Newett
- National Centre for Indigenous Genomics, Australian National University, Canberra, ACT Australia
| | - Vivienne Milch
- Cancer Australia, Surry Hills, NSW Australia; Caring Futures Institute, Flinders University, Adelaide, Australia
| | - Azure Hermes
- National Centre for Indigenous Genomics, Australian National University, Canberra, ACT Australia
| | - Aideen McInerney-Leo
- Frazer Institute, The University of Queensland, Dermatology Research Centre, Brisbane, QLD Australia
| | - Ainsley J Newson
- The University of Sydney, Faculty of Medicine and Health, Sydney School of Public Health, Sydney Health Ethics, Sydney, NSW, Australia.
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Pichler T, Mumm F, Dehar N, Dickman E, Díez de Los Ríos de la Serna C, Dinkel A, Heinrich K, Hennink M, Parviainen AD, Raske V, Wicki N, Moore AC. Understanding communication between patients and healthcare professionals regarding comprehensive biomarker testing in precision oncology: A scoping review. Cancer Med 2024; 13:e6913. [PMID: 38298115 PMCID: PMC10905543 DOI: 10.1002/cam4.6913] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 11/15/2023] [Accepted: 12/23/2023] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND Precision oncology, using comprehensive biomarker testing (cBT) to inform individual cancer diagnosis, prognosis and treatment, includes increasingly complex technology and clinical data sets. People impacted by cancer (patients and caregivers) and healthcare professionals (HCPs) face distinct challenges in navigating the cBT and personalized treatment landscape. This review summarizes evidence regarding cBT-related communication between people impacted by cancer and HCPs and identifies important avenues for future research in precision oncology. METHODS A scoping review was conducted using records published in PubMed during January 2017-August 2022, focusing on the breadth of topics on patient-HCP communication and knowledge resources used by HCPs as guidance in cBT-related communication. Data were extracted from records meeting inclusion criteria, and findings were summarized according to main topics. RESULTS The search identified 287 unique records and data were extracted from 42 records, including nine from expert input. Most records originated from the United States included patients with different types of cancer, and oncologists were the main HCPs. Patients' motivation for undergoing cBT and receiving results was generally high in different settings. However, patients' understanding of cBT-related concepts was limited, and their knowledge and information preferences changed based on cBT implications and significance to family members. HCPs were valued by patients as a trusted source of information. Limited evidence was available on HCPs' information-seeking behavior and factors influencing cBT-related knowledge and confidence, often self-reported as insufficient. CONCLUSIONS Patient education by knowledgeable and confident HCPs, information management and a caring patient-HCP relationship communicating continuity of care regardless of cBT results are crucial to empower patients and shared decision-making in precision oncology. More data on the process and structure of cBT-related communication, distinction between and characterization of different timepoints of patient-HCP interactions are needed.
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Affiliation(s)
- Theresia Pichler
- Department of Internal Medicine III, University HospitalLMU MunichMunichGermany
- Comprehensive Cancer Center Munich LMU (CCC Munich)MunichGermany
| | - Friederike Mumm
- Department of Internal Medicine III, University HospitalLMU MunichMunichGermany
- Comprehensive Cancer Center Munich LMU (CCC Munich)MunichGermany
| | - Navdeep Dehar
- Department of Medical OncologyQueen's UniversityKingstonOntarioCanada
| | - Erin Dickman
- Oncology Nursing SocietyPittsburghPennsylvaniaUSA
| | - Celia Díez de Los Ríos de la Serna
- European Oncology Nursing SocietyBrusselsBelgium
- Faculty of Medicine and Health Sciences, School of NursingBarcelona UniversityBarcelonaCataloniaSpain
| | - Andreas Dinkel
- Department of Psychosomatic Medicine and Psychotherapy, Klinikum rechts der Isar, School of Medicine and HealthTechnical University of MunichMunichGermany
- Comprehensive Cancer Center Munich TUM (CCC Munich)MunichGermany
| | - Kathrin Heinrich
- Comprehensive Cancer Center Munich LMU (CCC Munich)MunichGermany
| | | | - Anndra D. Parviainen
- Department of Nursing Science, Faculty of Health SciencesUniversity of Eastern FinlandKuopioFinland
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Grauman Å, Ancillotti M, Veldwijk J, Mascalzoni D. Precision cancer medicine and the doctor-patient relationship: a systematic review and narrative synthesis. BMC Med Inform Decis Mak 2023; 23:286. [PMID: 38098034 PMCID: PMC10722840 DOI: 10.1186/s12911-023-02395-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 12/06/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND The implementation of precision medicine is likely to have a huge impact on clinical cancer care, while the doctor-patient relationship is a crucial aspect of cancer care that needs to be preserved. This systematic review aimed to map out perceptions and concerns regarding how the implementation of precision medicine will impact the doctor-patient relationship in cancer care so that threats against the doctor-patient relationship can be addressed. METHODS Electronic databases (Pubmed, Scopus, Web of Science, Social Science Premium Collection) were searched for articles published from January 2010 to December 2021, including qualitative, quantitative, and theoretical methods. Two reviewers completed title and abstract screening, full-text screening, and data extraction. Findings were summarized and explained using narrative synthesis. RESULTS Four themes were generated from the included articles (n = 35). Providing information addresses issues of information transmission and needs, and of complex concepts such as genetics and uncertainty. Making decisions in a trustful relationship addresses opacity issues, the role of trust, and and physicians' attitude towards the role of precision medicine tools in decision-making. Managing negative reactions of non-eligible patients addresses patients' unmet expectations of precision medicine. Conflicting roles in the blurry line between clinic and research addresses issues stemming from physicians' double role as doctors and researchers. CONCLUSIONS Many findings have previously been addressed in doctor-patient communication and clinical genetics. However, precision medicine adds complexity to these fields and further emphasizes the importance of clear communication on specific themes like the distinction between genomic and gene expression and patients' expectations about access, eligibility, effectiveness, and side effects of targeted therapies.
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Affiliation(s)
- Å Grauman
- Centre for Research Ethics and Bioethics, Uppsala University, Box 564, Uppsala, SE-751 22, Sweden.
| | - M Ancillotti
- Centre for Research Ethics and Bioethics, Uppsala University, Box 564, Uppsala, SE-751 22, Sweden
| | - J Veldwijk
- Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, the Netherlands
- Erasmus Choice Modelling Centre, Erasmus University Rotterdam, Rotterdam, the Netherlands
| | - D Mascalzoni
- Centre for Research Ethics and Bioethics, Uppsala University, Box 564, Uppsala, SE-751 22, Sweden
- Erasmus Choice Modelling Centre, Erasmus University Rotterdam, Rotterdam, the Netherlands
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Repetto M, Crimini E, Boscolo Bielo L, Guerini-Rocco E, Ascione L, Bonfanti A, Zanzottera C, Mazzarella L, Ranghiero A, Belli C, Criscitiello C, Esposito A, Barberis MCP, Curigliano G. Molecular tumour board at European Institute of Oncology: Report of the first three year activity of an Italian precision oncology experience. Eur J Cancer 2023; 183:79-89. [PMID: 36801623 DOI: 10.1016/j.ejca.2023.01.019] [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: 12/23/2022] [Accepted: 01/18/2023] [Indexed: 02/01/2023]
Abstract
BACKGROUND Precision oncology aims to improve clinical outcomes by personalising treatment options for patients with cancer. Exploiting vulnerabilities identified in a patient's cancer genome requires reliable interpretation of a huge mole of alterations and heterogeneous biomarkers. ESMO Scale for Clinical Actionability of Molecular Targets (ESCAT) allows evidence-based evaluation of genomic findings. Molecular tumour boards (MTBs) convey the required multi-disciplinary expertise to enable ESCAT evaluation and strategical treatment choice. MATERIALS AND METHOD We retrospectively reviewed the records of 251 consecutive patients discussed by European Institute of Oncology MTB between June 2019 and June 2022. RESULTS One-hundred eighty-eight (74.6%) patients had at least one actionable alteration. After MTB discussion, 76 patients received molecularly matched therapies (MMTs) while 76 patients received standard of care. Patients receiving MMT displayed higher overall response rate (37.3% versus 12.9%), median progression-free survival (mPFS 5.8 months, 95% confidence interval [CI] 4.1-7.5 versus 3.6 months, 95% CI 2.5-4.8, p = 0.041; hazard ratio 0.679, 95% CI 0.467-0.987) and median overall survival (mOS 35.1 months, 95% CI not evaluable versus 8.5 months, 95% CI 3.8-13.2; hazard ratio 0.431, 95% CI 0.250-0.744, p = 0.002). Superiority in OS and PFS persisted in multivariable models. Among 61 pretreated patients receiving MMT, 37.5% of patients had PFS2/PFS1 ratio ≥1.3. Patients with higher actionable targets (ESCAT tier I) had better OS (p = 0.001) and PFS (p = 0.049), while no difference was observed in lower evidence levels. CONCLUSIONS Our experience shows that MTBs can yield valuable clinical benefit. Higher actionability ESCAT level appears to be associated with better outcomes for patients receiving MMT.
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Affiliation(s)
- Matteo Repetto
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy; Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Edoardo Crimini
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy; Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Luca Boscolo Bielo
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy; Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Elena Guerini-Rocco
- Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy; Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy
| | - Liliana Ascione
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy; Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Andrea Bonfanti
- Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Cristina Zanzottera
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy
| | - Luca Mazzarella
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
| | - Alberto Ranghiero
- Division of Pathology, IEO, European Institute of Oncology IRCCS, 20141 Milan, Italy
| | - Carmen Belli
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
| | - Carmen Criscitiello
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy; Department of Oncology and Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy
| | - Angela Esposito
- Division of Early Drug Development, European Institute of Oncology, IRCCS, 20141 Milan, Italy
| | - Massimo C P Barberis
- Division of Pathology, IEO, 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 Hemato-Oncology (DIPO), University of Milan, Milan, 20122, Italy.
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Duty to recontact in genomic cancer care: a tool helping to assess the professional’s responsibility. Eur J Cancer 2023; 186:22-26. [PMID: 37028199 DOI: 10.1016/j.ejca.2023.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Revised: 03/03/2023] [Accepted: 03/03/2023] [Indexed: 03/11/2023]
Abstract
Tumour DNA and germline testing, based on DNA-wide sequencing analysis, are becoming more and more routine in clinical-oncology practice. A promising step in medicine, but at the same time leading to challenging ethicolegal questions. An important one is under what conditions individuals (patients and their relatives, research participants) should be recontacted with new information, even if many years have passed since the last contact. Based on legal- and ethical study, we developed a tool to help professionals to decide whether or not to recontact an individual in specific cases. It is based on four assessment criteria: (1) professional relationship (2) clinical impact (3) individual's preferences and (4) feasibility. The tool could also serve as a framework for guidelines on the topic.
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Stoeklé HC, Hulier-Ammar E, Hervé C. Data Medicine: ‘Broad’ or ‘Dynamic’ Consent? Public Health Ethics 2022. [DOI: 10.1093/phe/phac014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
The General Data Protection Regulation imposes, at European level, a need to seek express or explicit consent for the processing of health data. In the framework of biomedical research, some favor the use of express ‘broad’ consent, whereas other maintain, or wish to maintain the use of presumed or implicit consent, often referred to as ‘non-opposition’ in conditions in which such consent is still authorized. In our view, broad consent and presumed consent are likely to prove to be easy solutions in the short term but much less relevant in the long term, for both hospital and patients, if the bioethical objective remains the improvement of patient quality of life and/or survival, regardless of the disease considered. Dynamic consent could be the best way to achieve this objective because only this type of consent could improve hospital transparency and increase patient confidence by allaying certain fears.
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Affiliation(s)
- Henri-Corto Stoeklé
- Department of Ethics and Scientific Integrity, Foch Hospital , Suresnes , France
| | | | - Christian Hervé
- Department of Ethics and Scientific Integrity, Foch Hospital , Suresnes , France
- Medical School, Versailles Saint-Quentin-en-Yvelines University , Montigny-le-Bretonneux , France
- Medical School, Paris Cité University , Paris , France
- International Academy of Medical Ethics and Public Health, Paris Cité University , Paris , France
- Veterinary Academy of France , Paris , France
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Love TM, Anaya DA, Prime MS, Ardolino L, Ekinci O. Development and validation of ACTE-MTB: A tool to systematically assess the maturity of molecular tumor boards. PLoS One 2022; 17:e0268477. [PMID: 35560035 PMCID: PMC9106161 DOI: 10.1371/journal.pone.0268477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 04/30/2022] [Indexed: 11/19/2022] Open
Abstract
Molecular tumor boards (MTBs) require specialized activities to leverage genomic data for therapeutic decision-making. Currently, there are no defined standards for implementing, executing, and tracking the impact of MTBs. This study describes the development and validation of ACTE-MTB, a tool to evaluate the maturity of an organization’s MTB to identify specific areas that would benefit from process improvements and standardization. The ACTE-MTB maturity assessment tool is composed of 3 elements: 1) The ACTE-MTB maturity model; 2) a 59-question survey on MTB processes and challenges; and 3) a 5-level MTB maturity scoring algorithm. This tool was developed to measure MTB maturity in the categories of Access, Consultation, Technology, and Evidence (ACTE) and was tested on 20 MTBs spanning the United States, Europe, and Asia-Pacific regions. Validity testing revealed that the average maturity score was 3.3 out of 5 (+/- 0.1; range 2.0–4.3) with MTBs in academic institutions showing significantly higher overall maturity levels than in non-academic institutions (3.7 +/- 0.2 vs. 3.1 +/- 0.2; P = .018). While maturity scores for academic institutions were higher for Consultation, Technology, and Evidence domains, the maturity score for the Access domain did not significantly differ between the two groups, highlighting a disconnect between MTB operations and the downstream impact on ability to access testing and/or therapies. To our knowledge, ACTE-MTB is the first tool of its kind to enable structured, maturity assessment of MTBs in a universally-applicable manner. In the process of establishing construct validity of this tool, opportunities for further investigation and improvements were identified that address the key functional areas of MTBs that would likely benefit from standardization and best practice recommendations. We believe a unified approach to assessment of MTB maturity will help to identify areas for improvement at both the organizational and system level.
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Affiliation(s)
- Tara M. Love
- Roche Information Solutions, Roche Diagnostics Corporation, Santa Clara, California, United States of America
- * E-mail:
| | - Daniel A. Anaya
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, Florida, United States of America
| | - Matthew S. Prime
- Roche Information Solutions, Roche Diagnostics Corporation, Basel, Switzerland
| | - Luke Ardolino
- Department of Medical Oncology, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- St. Vincent’s Clinical School, University of New South Wales, Darlinghurst, NSW, Australia
| | - Okan Ekinci
- Roche Information Solutions, Roche Diagnostics Corporation, Santa Clara, California, United States of America
- School of Medicine, University College Dublin, Dublin, Ireland
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Marshall JL, Peshkin BN, Yoshino T, Vowinckel J, Danielsen HE, Melino G, Tsamardinos I, Haudenschild C, Kerr DJ, Sampaio C, Rha SY, FitzGerald KT, Holland EC, Gallagher D, Garcia-Foncillas J, Juhl H. The Essentials of Multiomics. Oncologist 2022; 27:272-284. [PMID: 35380712 PMCID: PMC8982374 DOI: 10.1093/oncolo/oyab048] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 11/05/2021] [Indexed: 11/13/2022] Open
Abstract
Within the last decade, the science of molecular testing has evolved from single gene and single protein analysis to broad molecular profiling as a standard of care, quickly transitioning from research to practice. Terms such as genomics, transcriptomics, proteomics, circulating omics, and artificial intelligence are now commonplace, and this rapid evolution has left us with a significant knowledge gap within the medical community. In this paper, we attempt to bridge that gap and prepare the physician in oncology for multiomics, a group of technologies that have gone from looming on the horizon to become a clinical reality. The era of multiomics is here, and we must prepare ourselves for this exciting new age of cancer medicine.
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Affiliation(s)
- John L Marshall
- Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Beth N Peshkin
- Georgetown University, Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | | | | | - Håvard E Danielsen
- Institute for Cancer Genetics and Informatics, Oslo University Hospital, Radiumhospitalet, Montebello, Oslo, Norway
| | - Gerry Melino
- Department of Experimental Medicine, TOR, University of Rome Tor Vergata, Rome, Italy
| | - Ioannis Tsamardinos
- JADBio Gnosis DA, N. Plastira 100, Science and Technology Park of Crete and Institute of Applied and Computational Mathematics, Foundation for Research and Technology Hellas, Heraklion, GR, Greece
| | | | - David J Kerr
- Nuffield Division of Clinical and Laboratory Sciences, Level 4, Academic Block, John Radcliffe Infirmary, Headington, Oxford, UK
| | | | - Sun Young Rha
- Yonsei Cancer Center, Yonsei University College of Medicine, Seodaemun-Ku, Seoul, Korea
| | - Kevin T FitzGerald
- Department of Medical Humanities in the School of Medicine, Creighton University, Omaha, NE, USA
| | - Eric C Holland
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - David Gallagher
- St. James’s Hospital/Trinity College Dublin, St. Raphael’s House, Dublin, Ireland
| | - Jesus Garcia-Foncillas
- Cancer Institute, Fundacion Jimenez Diaz University Hospital, Autonomous University, Madrid, Spain
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Stoeklé HC, Hervé C. Ownership of Genetic Data: Between Universalism and Contextualism? THE AMERICAN JOURNAL OF BIOETHICS : AJOB 2021; 21:75-77. [PMID: 34806963 DOI: 10.1080/15265161.2021.1991033] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
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12
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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: 0.5] [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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Laßmann S, Hummel M. [Molecular tumor boards - insights and perspectives]. DER PATHOLOGE 2021; 42:357-362. [PMID: 34170386 DOI: 10.1007/s00292-021-00955-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/10/2021] [Indexed: 10/21/2022]
Abstract
The rapid development of molecular technologies and targeted therapies has fostered the implementation of specialized tumor conferences, known as molecular tumor boards (MTBs). MTBs become particularly important when treatment recommendations are needed based on molecular alterations beyond the approved targeted therapies. While an MTB's goals are based on individualized diagnostics and therapies of tumor patients using innovative technologies and biomarkers, the procedures of MTBs are still quite heterogeneous. This applies to the primary inclusion criteria for tumor patients, the composition of MTBs, the applied diagnostic tests and their assessment and reporting, the evaluation of their clinical value and implementation in a therapeutic strategy, and the associated quality assurance measurements as well as knowledge-gaining, economical, legal, and ethical aspects.This article provides an overview of the spectrum of MTBs, their challenges, and the potential for individualized cancer medicine.
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Affiliation(s)
- Silke Laßmann
- Institut für Klinische Pathologie, Universitätsklinikum Freiburg, Breisacher Str. 115A, 79106, Freiburg, Deutschland.
| | - Michael Hummel
- Institut für Pathologie, Charité - Universitätsmedizin Berlin, Berlin, Deutschland
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Mantilla WA, Sanabria-Salas MC, Baldion AM, Sua LF, Gonzalez DM, Lema M. NGS in Lung, Breast, and Unknown Primary Cancer in Colombia: A Multidisciplinary Consensus on Challenges and Opportunities. JCO Glob Oncol 2021; 7:1012-1023. [PMID: 34185572 PMCID: PMC8457807 DOI: 10.1200/go.21.00046] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 04/16/2021] [Accepted: 05/25/2021] [Indexed: 12/24/2022] Open
Abstract
Given the benefits and likely future applications, there is an urgent need to expand the use of next-generation sequencing (NGS) in breast, lung, and unknown primary cancers in Colombia. The objective of this review is to address the barriers limiting access to the use of NGS in Colombia, specifically for patients with breast, lung, and unknown primary cancers in the public health care system. A selected Panel of Colombian experts in NGS were provided with a series of relevant questions to address in a multiday conference. Each narrative was discussed and edited by the Panel through numerous drafts and rounds of discussion until consensus was achieved. There are limitations to the widespread adoption of innovative technology inherent to the Colombian health care system. Barriers identified to implementing NGS in Colombia include availability, accessibility, and affordability; limited infrastructure; training and awareness of health personnel; quality-control procedures; and collection of local data. Stakeholders must align to adapt the implementation of NGS to the constraints of resource-limited environments. Diagnostic algorithms were developed to guide molecular testing for lung, breast, and unknown primary cancers. Recommendations on overcoming the barriers to the widespread adoption of NGS include country-specific molecular testing guidelines, creating a national genetic registry, improving infrastructure, and creating health policy that favors the adoption of innovative technology.
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Affiliation(s)
| | | | - Ana Margarita Baldion
- Head of the Pathology Section, Department of Pathology and Laboratory Medicine, Hospital Universitario Fundacion Santa Fe de Bogota, Bogotá, Colombia
| | - Luz F. Sua
- Department of Pathology and Laboratory Medicine, Fundación Valle del Lili, and Faculty of Health Sciences, Universidad ICESI, Cali, Colombia
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15
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Cui M, Zhang DY. Artificial intelligence and computational pathology. J Transl Med 2021; 101:412-422. [PMID: 33454724 PMCID: PMC7811340 DOI: 10.1038/s41374-020-00514-0] [Citation(s) in RCA: 220] [Impact Index Per Article: 55.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 11/08/2020] [Accepted: 11/10/2020] [Indexed: 02/07/2023] Open
Abstract
Data processing and learning has become a spearhead for the advancement of medicine, with pathology and laboratory medicine has no exception. The incorporation of scientific research through clinical informatics, including genomics, proteomics, bioinformatics, and biostatistics, into clinical practice unlocks innovative approaches for patient care. Computational pathology is burgeoning subspecialty in pathology that promises a better-integrated solution to whole-slide images, multi-omics data, and clinical informatics. However, computational pathology faces several challenges, including the ability to integrate raw data from different sources, limitation of hardware processing capacity, and a lack of specific training programs, as well as issues on ethics and larger societal acceptable practices that are still solidifying. The establishment of the entire industry of computational pathology requires far-reaching changes of the three essential elements connecting patients and doctors: the local laboratory, the scan center, and the central cloud hub/portal for data processing and retrieval. Computational pathology, unlocked through information integration and advanced digital communication networks, has the potential to improve clinical workflow efficiency, diagnostic quality, and ultimately create personalized diagnosis and treatment plans for patients. This review describes clinical perspectives and discusses the statistical methods, clinical applications, potential obstacles, and future directions of computational pathology.
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Affiliation(s)
- Miao Cui
- St. Luke's Roosevelt Hospital Center, Icahn School of Medicine at Mount Sinai, New York, NY, 10025, USA
| | - David Y Zhang
- Pathology and Laboratory Services, VA Medical Center, New York, NY, 10010, USA.
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16
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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: 27] [Impact Index Per Article: 6.8] [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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17
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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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18
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Abstract
We present here a new method for bioethics: systemic modelling. In this method, the complex phenomenon being studied (e.g. personalized medicine, genetic testing, gene therapy, genetically modified organisms) is modelled as a whole, to shed light on its organization and functioning, and major (bio)ethical issues and solutions for their resolution are then identified. This systemic modelling method is ideal for use in the identification of solutions, rather than their validation, with other methods then used to test the solutions found. We provide a description and reproducible instructions for the application of systemic modelling in bioethics, together with a brief example of the application of this method to the study of the impact of personalized medicine on French society.
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Affiliation(s)
- Henri-Corto Stoeklé
- Department of Ethics and Scientific Integrity, Foch Hospital, Suresnes, France
| | - Philippe Charlier
- Laboratoire Anthropologie, Archéologie, Biologie (LAAB), Université Paris-Saclay (UVSQ), 2, avenue de la Source-de-la-Bièvre, 78180 Montigny-Le-Bretonneux, France; Musée du Quai Branly - Jacques-Chirac, 222, rue de l'Université, 75007 Paris, France
| | - Marie-France Mamzer-Bruneel
- Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université de Paris, Laboratoire ETRES, F-75006, Paris, France; Cancer Research for Personalized Medicine (CARPEM), Paris Descartes, APHP (HEGP, Cochin, Necker) INSERM, Paris, France; Assistance Publique-Hôpitaux de Paris AP-HP, Necker-Enfants Malades Hospital, Paris, France
| | - Christian Hervé
- Department of Ethics and Scientific Integrity, Foch Hospital, Suresnes, France; Medical School, University of Paris, Paris, France; International Academy of Medical Ethics and Public Health, Université de Paris, Paris, France
| | - Guillaume Vogt
- Laboratoire Neglected Human Genetics, Inserm, Université Paris Descartes, Paris, France
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19
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Chen C, Lee PI, Pain KJ, Delgado D, Cole CL, Campion TR. Replacing Paper Informed Consent with Electronic Informed Consent for Research in Academic Medical Centers: A Scoping Review. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE PROCEEDINGS. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE 2020; 2020:80-88. [PMID: 32477626 PMCID: PMC7233043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Although experts have identified benefits to replacing paper with electronic consent (eConsent) for research, a comprehensive understanding of strategies to overcome barriers to adoption is unknown. To address this gap, we performed a scoping review of the literature describing eConsent in academic medical centers. Of 69 studies that met inclusion criteria, 81% (n=56) addressed ethical, legal, and social issues; 67% (n=46) described user interface/user experience considerations; 39% (n=27) compared electronic versus paper approaches; 33% (n=23) discussed approaches to enterprise scalability; and 25% (n=17) described changes to consent elections. Findings indicate a lack of a leading commercial eConsent vendor, as articles described a myriad of homegrown systems and extensions of vendor EHR patient portals. Opportunities appear to exist for researchers and commercial software vendors to develop eConsent approaches that address the five critical areas identified in this review.
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Affiliation(s)
- Cindy Chen
- Information Technologies & Services Department, Weill Cornell Medicine, New York, NY
| | - Pou-I Lee
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, NY
| | - Kevin J Pain
- Samuel J. Wood Library & C.V. Starr Biomedical Information Center, Weill Cornell Medicine, New York, NY
| | - Diana Delgado
- Samuel J. Wood Library & C.V. Starr Biomedical Information Center, Weill Cornell Medicine, New York, NY
| | - Curtis L Cole
- Information Technologies & Services Department, Weill Cornell Medicine, New York, NY
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, NY
- Department of Medicine, Weill Cornell Medicine, New York, NY
| | - Thomas R Campion
- Information Technologies & Services Department, Weill Cornell Medicine, New York, NY
- Department of Healthcare Policy & Research, Weill Cornell Medicine, New York, NY
- Department of Pediatrics, Weill Cornell Medicine, New York, NY
- Clinical & Translational Science Center, Weill Cornell Medicine, New York, NY
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20
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Popescu B, Oașă ID, Bertesteanu SVG, Balalau C, Manole F, Domuta M, Oancea ALA. Strategies to improve activity and results of the head and neck tumor board. JOURNAL OF CLINICAL AND INVESTIGATIVE SURGERY 2020. [DOI: 10.25083/2559.5555/5.1/9.12] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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21
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Flügge F, Figge L, Duhm-Harbeck P, Kammler R, Habermann JK. How clinical biobanks can support precision medicine: from standardized preprocessing to treatment guidance. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2019. [DOI: 10.1080/23808993.2019.1690395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Friedemann Flügge
- Interdisciplinary Center for Biobanking-Lübeck, University of Lübeck, Lübeck, Germany
| | - Lena Figge
- Interdisciplinary Center for Biobanking-Lübeck, University of Lübeck, Lübeck, Germany
| | | | - Rosita Kammler
- Translational Research Coordination for International Breast Cancer Study Group and European Thoracic Oncology Platform, Bern, Switzerland
- European, Middle Eastern and African Society for Biopreservation and Biobanking, Brussels, Belgium
| | - Jens K. Habermann
- Interdisciplinary Center for Biobanking-Lübeck, University of Lübeck, Lübeck, Germany
- European, Middle Eastern and African Society for Biopreservation and Biobanking, Brussels, Belgium
- Section for Translational Surgical Oncology and Biobanking, Department of Surgery, University of Lübeck and University Hospital Schleswig-Holstein (UKSH), Lübeck, Germany
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22
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Bourret P, Cambrosio A. Genomic expertise in action: molecular tumour boards and decision-making in precision oncology. SOCIOLOGY OF HEALTH & ILLNESS 2019; 41:1568-1584. [PMID: 31197873 DOI: 10.1111/1467-9566.12970] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
The recent development of cancer precision medicine is associated with the emergence of 'molecular tumour boards' (MTBs). Attended by a heterogenous set of practitioners, MTBs link genomic platforms to clinical practices by establishing 'actionable' connections between drugs and molecular alterations. Their activities rely on a number of evidential resources - for example databases, clinical trial results, basic knowledge about mutations and pathways - that need to be associated with the clinical trajectory of individual patients. Experts from various domains are required to master and align diverse kinds of information. However, rather than examining MTBs as an institution interfacing different kinds of expertise embedded in individual experts, we argue that expertise is the emergent outcome of MTBs, which can be conceptualised as networks or 'agencements' of humans and devices. Based on the ethnographic analysis of the activities of four clinical trial MTBs (three in France and an international one) and of two French routine-care MTBs, the paper analyses how MTBs produce therapeutic decisions, centring on the new kind of expertise they engender. The development and activities of MTBs signal a profound transformation of the evidentiary basis and processes upon which biomedical expertise and decision-making in oncology are predicated and, in particular, the emergence of a clinic of variants.
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Affiliation(s)
- Pascale Bourret
- Aix-Marseille Univ, INSERM, IRD, SESSTIM, Institut Paoli-Calmettes, Marseille, France
| | - Alberto Cambrosio
- Department of Social Studies of Medicine, McGill University, Montreal, QC, Canada
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23
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Stoeklé HC, Turrini M, Charlier P, Deleuze JF, Hervé C, Vogt G. Genetic Data, Two-Sided Markets and Dynamic Consent: United States Versus France. SCIENCE AND ENGINEERING ETHICS 2019; 25:1597-1602. [PMID: 30864046 DOI: 10.1007/s11948-019-00085-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Accepted: 01/16/2019] [Indexed: 06/09/2023]
Abstract
Networks for the exchange and/or sharing of genetic data are developing in many countries. We focus here on the situations in the US and France. We highlight some recent and remarkable differences between these two countries concerning the mode of access to, and the storage and use of genetic data, particularly as concerns two-sided markets and dynamic consent or dynamic electronic informed consent (e-IC). This brief overview suggests that, even though the organization and function of these two-sided markets remain open to criticism, dynamic e-IC should be more widely used, especially in France, if only to determine its real effectiveness.
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Affiliation(s)
- Henri-Corto Stoeklé
- Laboratory of Neglected Human Genetics (NHG), CNRGH-CEA, Evry, France
- Centre National de Recherche en Génomique Humaine (CNRGH), Direction de la recherche fondamentale, CEA, Institut de biologie François Jacob, Université Paris Saclay, Evry, France
| | - Mauro Turrini
- Université de Nantes - Maison des Sciences de l'Homme (MSH), Nantes, France
| | - Philipe Charlier
- Département de la Recherche et de l'Enseignement, Musée du Quai Branly - Jacques Chirac, 222 rue de l'Université, 75007, Paris, France
- UVSQ (Laboratoire DANTE - EA 4498), 2 avenue de la source de la Bièvre, 78180, Montigny-le-Bretonneux, France
| | - Jean-François Deleuze
- Centre National de Recherche en Génomique Humaine (CNRGH), Direction de la recherche fondamentale, CEA, Institut de biologie François Jacob, Université Paris Saclay, Evry, France
- LaBex GenMed, Fondation Jean Dausset, Paris, France
- Centre d'études du polymorphisme humain (CEPH), Fondation Jean Dausset, Paris, France
| | - Christian Hervé
- International Academy of Ethics, Medicine and Public Health, Paris Descartes University, Paris, France
| | - Guillaume Vogt
- Laboratory of Neglected Human Genetics (NHG), CNRGH-CEA, Evry, France.
- Centre National de Recherche en Génomique Humaine (CNRGH), Direction de la recherche fondamentale, CEA, Institut de biologie François Jacob, Université Paris Saclay, Evry, France.
- Laboratoire Neglected Human Genetics, INSERM, Université Paris Descartes, Paris, France.
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24
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Smaïl-Tabbone M, Rance B. Contributions from the 2018 Literature on Bioinformatics and Translational Informatics. Yearb Med Inform 2019; 28:190-193. [PMID: 31419831 PMCID: PMC6697500 DOI: 10.1055/s-0039-1677945] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Objectives
: To summarize recent research and select the best papers published in 2018 in the field of Bioinformatics and Translational Informatics (BTI) for the corresponding section of the International Medical Informatics Association (IMIA) Yearbook.
Methods
: A literature review was performed for retrieving from PubMed papers indexed with keywords and free terms related to BTI. Independent review allowed the two section editors to select a list of 14 candidate best papers which were subsequently peer-reviewed. A final consensus meeting gathering the whole IMIA Yearbook editorial committee was organized to finally decide on the selection of the best papers.
Results
: Among the 636 retrieved papers published in 2018 in the various subareas of BTI, the review process selected four best papers. The first paper presents a computational method to identify molecular markers for targeted treatment of acute myeloid leukemia using multi-omics data (genome-wide gene expression profiles) and in vitro sensitivity to 160 chemotherapy drugs. The second paper describes a deep neural network approach to predict the survival of patients suffering from glioma on the basis of digitalised pathology images and genomics biomarkers. The authors of the third paper adopt a pan-cancer approach to take benefit of multi-omics data for drug repurposing. The fourth paper presents a graph-based semi-supervised method to accurate phenotype classification applied to ovarian cancer.
Conclusions
: Thanks to the normalization of open data and open science practices, research in BTI continues to develop and mature. Noteworthy achievements are sophisticated applications of leading edge machine-learning methods dedicated to personalized medicine.
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Affiliation(s)
- Malika Smaïl-Tabbone
- Loria UMR 7503, Université de Lorraine, CNRS, Inria Nancy Grand-Est, Nancy, France
| | - Bastien Rance
- HEGP, AP-HP; Université Paris Descartes, Université de Paris; UMRS 1138 Centre de Recherche des Cordeliers INSERM, Paris, France
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25
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Vos S, van Diest PJ, Ausems MGEM, van Dijk MR, de Leng WWJ, Bredenoord AL. Ethical considerations for modern molecular pathology. J Pathol 2018; 246:405-414. [DOI: 10.1002/path.5157] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Revised: 08/03/2018] [Accepted: 08/14/2018] [Indexed: 01/08/2023]
Affiliation(s)
- Shoko Vos
- Department of Pathology; University Medical Center Utrecht; Utrecht The Netherlands
| | - Paul J van Diest
- Department of Pathology; University Medical Center Utrecht; Utrecht The Netherlands
| | - Margreet GEM Ausems
- Department of Medical Genetics; University Medical Center Utrecht; Utrecht The Netherlands
| | - Marijke R van Dijk
- Department of Pathology; University Medical Center Utrecht; Utrecht The Netherlands
| | - Wendy WJ de Leng
- Department of Pathology; University Medical Center Utrecht; Utrecht The Netherlands
| | - Annelien L Bredenoord
- Department of Medical Humanities; University Medical Center Utrecht; Utrecht The Netherlands
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26
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Krzyszczyk P, Acevedo A, Davidoff EJ, Timmins LM, Marrero-Berrios I, Patel M, White C, Lowe C, Sherba JJ, Hartmanshenn C, O'Neill KM, Balter ML, Fritz ZR, Androulakis IP, Schloss RS, Yarmush ML. The growing role of precision and personalized medicine for cancer treatment. TECHNOLOGY 2018; 6:79-100. [PMID: 30713991 PMCID: PMC6352312 DOI: 10.1142/s2339547818300020] [Citation(s) in RCA: 272] [Impact Index Per Article: 38.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Cancer is a devastating disease that takes the lives of hundreds of thousands of people every year. Due to disease heterogeneity, standard treatments, such as chemotherapy or radiation, are effective in only a subset of the patient population. Tumors can have different underlying genetic causes and may express different proteins in one patient versus another. This inherent variability of cancer lends itself to the growing field of precision and personalized medicine (PPM). There are many ongoing efforts to acquire PPM data in order to characterize molecular differences between tumors. Some PPM products are already available to link these differences to an effective drug. It is clear that PPM cancer treatments can result in immense patient benefits, and companies and regulatory agencies have begun to recognize this. However, broader changes to the healthcare and insurance systems must be addressed if PPM is to become part of standard cancer care.
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Affiliation(s)
- Paulina Krzyszczyk
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Alison Acevedo
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Erika J Davidoff
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Lauren M Timmins
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Ileana Marrero-Berrios
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Misaal Patel
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Corina White
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Christopher Lowe
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Joseph J Sherba
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Clara Hartmanshenn
- Department of Chemical & Biochemical Engineering, Rutgers University, 98 Brett Road, Piscataway, NJ 08854, USA
| | - Kate M O'Neill
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Max L Balter
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Zachary R Fritz
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Ioannis P Androulakis
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
- Department of Chemical & Biochemical Engineering, Rutgers University, 98 Brett Road, Piscataway, NJ 08854, USA
| | - Rene S Schloss
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Martin L Yarmush
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
- Department of Chemical & Biochemical Engineering, Rutgers University, 98 Brett Road, Piscataway, NJ 08854, USA
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27
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Implementation and utilization of the molecular tumor board to guide precision medicine. Oncotarget 2017; 8:57845-57854. [PMID: 28915716 PMCID: PMC5593688 DOI: 10.18632/oncotarget.18471] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Accepted: 05/31/2017] [Indexed: 12/25/2022] Open
Abstract
Background With rapid advances in genomic medicine, the complexity of delivering precision medicine to oncology patients across a university health system demanded the creation of a Molecular Tumor Board (MTB) for patient selection and assessment of treatment options. The objective of this report is to analyze our progress to date and discuss the importance of the MTB in the implementation of personalized medicine. Materials and Methods Patients were reviewed in the MTB for appropriateness for comprehensive next generation sequencing (NGS) cancer gene set testing based on set criteria that were in place. Because profiling of stage IV lung cancer, colon cancer, and melanoma cancers were standard of care, these cancer types were excluded from this process. We subsequently analyzed the types of cases referred for testing and approved with regards to their results. Results 191 cases were discussed at the MTB and 132 cases were approved for testing. Forty-six cases (34.8%) had driver mutations that were associated with an active targeted therapeutic agent, including BRAF, PIK3CA, IDH1, KRAS, and BRCA1. An additional 56 cases (42.4%) had driver mutations previously reported in some type of cancer. Twenty-two cases (16.7%) did not have any clinically significant mutations. Eight cases did not yield adequate DNA. 15 cases were considered for targeted therapy, 13 of which received targeted therapy. One patient experienced a near complete response. Seven of 13 had stable disease or a partial response. Conclusions MTB at University of Alabama-Birmingham is unique because it reviews the appropriateness of NGS testing for patients with recurrent cancer and serves as a forum to educate our physicians about the pathways of precision medicine. Our results suggest that our detection of actionable mutations may be higher due to our careful selection. The application of precision medicine and molecular genetic testing for cancer patients remains a continuous educational process for physicians.
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