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Adi-Wauran E, Krishnapillai S, Uleryk E, Saeedi S, Bombard Y. Patient-centred care in precision oncology: A systematic review. PATIENT EDUCATION AND COUNSELING 2025; 136:108753. [PMID: 40121935 DOI: 10.1016/j.pec.2025.108753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Revised: 02/25/2025] [Accepted: 03/10/2025] [Indexed: 03/25/2025]
Abstract
OBJECTIVES Patient-centred care (PCC) improves outcomes in various clinical contexts. There is, therefore, a need to explore PCC in precision oncology - a rapidly advancing, innovative approach to cancer treatment/management that is increasingly integrated into patient care. This systematic review aims to synthesize evidence on PCC in precision oncology by addressing (1) How can precision oncology be delivered in a patient-centred manner? (2) How does patient-centred precision oncology impact outcomes? METHODS Studies were eligible for inclusion if their population was cancer patients, used a patient-centred approach in delivering precision oncology, and reported patient/provider experiences. There were no restrictions to the study design and publication year. A systematic search of MEDLINE, Embase, and CINAHL databases was conducted from their dates of inception to June 21, 2021. Narrative synthesis was used. RESULTS The seventeen included studies were mostly qualitative (13/17), reflect breast cancer patients/providers experiences (9/17), and conducted during cancer treatment (16/17). Studies identified six processes for delivering patient-centred precision oncology and suggest that patient-centred precision oncology impacts patients' psychological outcomes and delivery of targeted therapy. CONCLUSIONS Findings highlighted respect for patients' preferences and supporting decision-making processes related to using precision oncology. More evidence of PCC in precision oncology is needed across the continuum of cancer care. PRACTICE IMPLICATIONS PCC processes identified can be targeted in the development, implementation, and evaluation of programs delivering precision oncology.
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Affiliation(s)
- Ella Adi-Wauran
- Genomics Health Services Research and Policy Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada; Institute of Health Policy, Management, and Evaluation, University of Toronto, Canada
| | - Suvetha Krishnapillai
- Genomics Health Services Research and Policy Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada; Institute of Health Policy, Management, and Evaluation, University of Toronto, Canada
| | | | - Saumeh Saeedi
- Genomics Health Services Research and Policy Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada
| | - Yvonne Bombard
- Genomics Health Services Research and Policy Program, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada; Institute of Health Policy, Management, and Evaluation, University of Toronto, Canada; Ontario Institute for Cancer Research, Toronto, Canada.
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2
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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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3
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Trosman JR, Weldon CB, Kurian AW, Pasquinelli MM, Kircher SM, Martin N, Douglas MP, Phillips KA. Perspectives of private payers on multicancer early-detection tests: informing research, implementation, and policy. HEALTH AFFAIRS SCHOLAR 2023; 1:qxad005. [PMID: 38756840 PMCID: PMC10986216 DOI: 10.1093/haschl/qxad005] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 03/08/2023] [Indexed: 05/18/2024]
Abstract
Emerging blood-based multicancer early-detection (MCED) tests may redefine cancer screening, reduce mortality, and address health disparities if their benefit is demonstrated. U.S. payers' coverage policies will impact MCED test adoption and access; thus, their perspectives must be understood. We examined views, coverage barriers, and evidentiary needs for MCED from 19 private payers collectively covering 150 000 000 enrollees. Most saw an MCED test's potential merit for cancers without current screening (84%), but fewer saw its merit for cancers with existing screening (37%). The largest coverage barriers were inclusion of cancers without demonstrated benefits of early diagnosis (73%), a high false-negative rate (53%), and lack of care protocols for MCED-detected but unconfirmed cancers (53%). The majority (58%) would not require mortality evidence and would accept surrogate endpoints. Most payers (64%) would accept rigorous real-world evidence in the absence of a large randomized controlled trial. The majority (74%) did not expect MCED to reduce disparities due to potential harm from overtreatment resulting from an MCED and barriers to downstream care. Payers' perspectives and evidentiary needs may inform MCED test developers, researchers producing evidence, and health systems framing MCED screening programs. Private payers should be stakeholders of a national MCED policy and equity agenda.
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Affiliation(s)
- Julia R Trosman
- UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA 94143, United States
- Department of Clinical Pharmacy, University of California San Francisco, San Francisco, CA 94143, United States
- Center for Business Models in Healthcare, Glencoe, IL 60022, United States
| | - Christine B Weldon
- UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA 94143, United States
- Center for Business Models in Healthcare, Glencoe, IL 60022, United States
| | | | | | - Sheetal M Kircher
- Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States
| | - Nikki Martin
- LUNGevity Foundation, Bethesda, MD 20814, United States
| | - Michael P Douglas
- UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA 94143, United States
- Department of Clinical Pharmacy, University of California San Francisco, San Francisco, CA 94143, United States
| | - Kathryn A Phillips
- UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA 94143, United States
- Department of Clinical Pharmacy, University of California San Francisco, San Francisco, CA 94143, United States
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4
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Botham J, Shilling V, Jones J. Patient and public understanding of the concept of 'personalised medicine' in relation to cancer treatment: a systematic review. Future Healthc J 2021; 8:e703-e708. [PMID: 34888471 DOI: 10.7861/fhj.2021-0063] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Personalised medicine (PM) is becoming increasingly integrated into standard clinical practice for treating numerous diseases, including cancer. Implementing PM into healthcare systems will only be successful with the acceptance and input of both patients' and public opinion. This review, therefore, aimed to identify both patients' and public understanding, and perceived benefits and concerns of PM in cancer treatment. A literature search was conducted using MEDLINE, EMBASE, PsycINFO and CINAHL databases. The eligibility criteria specified that papers must explore the public or patients' understanding of PM or pharmacogenomic (PGx) testing in relation to cancer treatment. Patients have a greater understanding of, and trust in, PM compared with members of the public, but often misunderstand how genomic testing in PM works. Key areas that can be targeted to inform future health literacy interventions include genetic literacy for the public and understanding of how PM testing and treatment works for patients.
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Affiliation(s)
- Jed Botham
- Brighton and Sussex Medical School, Brighton, UK
| | - Valerie Shilling
- Sussex Health Outcomes Research and Education in Cancer (SHORE-C), Brighton, UK
| | - John Jones
- Brighton and Sussex Medical School, Brighton, UK
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5
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Erdmann A, Rehmann-Sutter C, Bozzaro C. Patients' and professionals' views related to ethical issues in precision medicine: a mixed research synthesis. BMC Med Ethics 2021; 22:116. [PMID: 34465328 PMCID: PMC8406914 DOI: 10.1186/s12910-021-00682-8] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 08/20/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Precision medicine development is driven by the possibilities of next generation sequencing, information technology and artificial intelligence and thus, raises a number of ethical questions. Empirical studies have investigated such issues from the perspectives of health care professionals, researchers and patients. We synthesize the results from these studies in this review. METHODS We used a systematic strategy to search, screen and assess the literature for eligibility related to our research question. The initial search for empirical studies in five data bases provided 665 different records and we selected 92 of these publications for inclusion in this review. Data were extracted in a spreadsheet and categorized into different topics representing the views on ethical issues in precision medicine. RESULTS Many patients and professionals expect high benefits from precision medicine and have a positive attitude towards it. However, patients and professionals also perceive some risks. Commonly perceived risks include: lack of evidence for accuracy of tests and efficacy of treatments; limited knowledge of patients, which makes informed consent more difficult; possible unavailability of access to precision medicine for underprivileged people and ethnic minorities; misuse of data by insurance companies and employers, potential of racial stigmatization due to genetic information; unwanted communication of incidental findings; changes in doctor-patient-relationship through focusing on data; and the problem that patients could feel under pressure to optimize their health. CONCLUSIONS National legislation and guidelines already minimize many risks associated with precision medicine. However, from our perspective some problems require more attention. Should hopes for precision medicine's benefits be fulfilled, then the ethical principle of justice would require an unlimited access to precision medicine for all people. The potential for autonomous patients' decisions must be greatly enhanced by improvements in patient education. Harm from test results must be avoided in any case by the highest possible data security level and communication guidelines. Changes in the doctor-patient relationship and the impact of precision medicine on the quality of life should be further investigated. Additionally, the cost-effectiveness of precision medicine should be further examined, in order to avoid malinvestment.
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Affiliation(s)
- Anke Erdmann
- Institute for Experimental Medicine, Medical Ethics Working Group, Kiel University (CAU), Kiel, Germany.
| | | | - Claudia Bozzaro
- Institute for Experimental Medicine, Medical Ethics Working Group, Kiel University (CAU), Kiel, Germany
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Phillips KA, Marshall DA, Kurian AW. Can precision medicine help achieve the goal of reducing care when the risks exceed the benefits? Per Med 2019; 16:365-367. [PMID: 31552799 DOI: 10.2217/pme-2019-0045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Affiliation(s)
- Kathryn A Phillips
- UCSF Center for Translational & Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California San Francisco, San Francisco, CA 94143, USA.,UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA 94143, USA
| | - Deborah A Marshall
- Department of Community Health Sciences, University of Calgary, Calgary, AB T2N 4Z6, Canada
| | - Allison W Kurian
- Departments of Medicine & of Health Research & Policy, Stanford University, Palo Alto, CA 94304, USA
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7
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O'Brien MA, Makuwaza T, Graham ID, Barbera L, Earle CC, Brouwers MC, Grunfeld E. Lessons learned from a cancer knowledge translation grants program: results of an evaluation. ACTA ACUST UNITED AC 2019; 26:272-284. [PMID: 31548808 DOI: 10.3747/co.26.5531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background A novel way to build capacity in knowledge translation (kt) is through kt-focused grant competitions. Since 2009, the Knowledge Translation Research Network (KT-Net) has had a cancer-related kt grants program. We undertook an evaluation of the program to determine if KT-Net was achieving its aims of building capacity in cancer kt, advancing the science of kt, building partnerships, and leveraging funding. Methods An adapted framework guided the evaluation. Nine funded studies from 4 competitions were included. Semi-structured telephone interviews were held with researchers, stakeholders (including knowledge users), members of grant review panels, and experts in kt. Interview transcripts were audio-recorded, transcribed, and analyzed thematically. A review of proposal and report documents was also conducted. Results Funded researchers indicated that the grant competition was an essential funding program for cancer kt research. Competitions were perceived to build capacity in cancer kt among early-career researchers and to encourage innovative cancer kt research for which alternative funding sources are limited. The grants program resulted in incremental gains in advancing the science of kt. Suggestions to improve the program included stronger partnerships between the funder and the provincial cancer-system organization to optimize the application of research that is relevant to the organization's strategic objectives. Conclusions The grants program met many of its aims by providing cancer researchers with an opportunity to gain capacity in cancer kt and by making incremental advances in kt science. Suggestions to improve the program included closer partnerships between the funder and the cancer-system organization.
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Affiliation(s)
- M A O'Brien
- Department of Family and Community Medicine, University of Toronto, Toronto, ON
| | - T Makuwaza
- Department of Family and Community Medicine, University of Toronto, Toronto, ON.,Centre for Urban Health Solutions, St. Michael's Hospital, Toronto, ON
| | - I D Graham
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, ON.,The Ottawa Hospital Research Institute, Ottawa, ON
| | - L Barbera
- Tom Baker Cancer Centre, Calgary, AB.,University of Calgary, Calgary, AB.,ices, Toronto, ON
| | - C C Earle
- Ontario Institute for Cancer Research, Toronto, ON
| | - M C Brouwers
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, ON.,Department of Oncology, McMaster University, Hamilton, ON
| | - E Grunfeld
- Department of Family and Community Medicine, University of Toronto, Toronto, ON.,Ontario Institute for Cancer Research, Toronto, ON
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8
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Vetsch J, Wakefield CE, Techakesari P, Warby M, Ziegler DS, O'Brien TA, Drinkwater C, Neeman N, Tucker K. Healthcare professionals' attitudes toward cancer precision medicine: A systematic review. Semin Oncol 2019; 46:291-303. [PMID: 31221444 DOI: 10.1053/j.seminoncol.2019.05.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 04/30/2019] [Accepted: 05/22/2019] [Indexed: 02/05/2023]
Abstract
Use of precision medicine in oncology is burgeoning and can provide patients with new treatment options. However, it is not clear how precision medicine is impacting healthcare professionals (HCPs), particularly with regards to their concerns about this new approach. We therefore synthesized the existing literature on HCPs' attitudes toward cancer precision medicine. We searched four databases for relevant articles. Two reviewers screened eligible articles and extracted data. We assessed the quality of each article using the QualSyst tool. We found 22 articles, representing 4,321 HCPs (63.7% cancer specialists). HCPs held largely positive attitudes toward cancer precision medicine, including their capacity to facilitate treatment decisions and provide prognostic information. However, they also had concerns regarding costs, insurance coverage, limited HCP knowledge about precision medicine, potential misuse, difficulties accessing the tests, and delays in receiving test results. Most HCPs felt that test-related decisions should be shared between families and HCPs. HCPs intended to disclose actionable results but were less inclined to disclose negative/secondary findings. HCPs had a strong preference for genetic counselor involvement when disclosing germline findings. Most HCPs intended to use somatic and germline tests in their future practice but the extent to which pharmacogenomic tests will be used is uncertain. HCPs indicated that additional evidence supporting test utility and increased availability of treatment guidelines could facilitate the use of testing. HCPs held generally positive attitudes toward cancer precision medicine, however there were some key concerns. Addressing concerns early, devising educational support for HCPs and developing guidelines may facilitate the successful implementation of precision medicine trials in the future.
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Affiliation(s)
- J Vetsch
- School of Women's and Children's Health, UNSW Sydney, Kensington, Australia; Kids Cancer Centre, Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - C E Wakefield
- School of Women's and Children's Health, UNSW Sydney, Kensington, Australia; Kids Cancer Centre, Sydney Children's Hospital, Randwick, New South Wales, Australia.
| | - P Techakesari
- School of Women's and Children's Health, UNSW Sydney, Kensington, Australia; Kids Cancer Centre, Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - M Warby
- Hereditary Cancer Centre, Department of Oncology and Haematology, Prince of Wales Hospital, Randwick, New South Wales, Australia
| | - D S Ziegler
- School of Women's and Children's Health, UNSW Sydney, Kensington, Australia; Kids Cancer Centre, Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - T A O'Brien
- School of Women's and Children's Health, UNSW Sydney, Kensington, Australia; Kids Cancer Centre, Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - C Drinkwater
- Hudson Institute of Medical Research, Clayton, Victoria, Australia
| | - N Neeman
- Hudson Institute of Medical Research, Clayton, Victoria, Australia
| | - K Tucker
- Hereditary Cancer Centre, Department of Oncology and Haematology, Prince of Wales Hospital, Randwick, New South Wales, Australia; Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales, Australia
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9
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Yanes T, Willis AM, Meiser B, Tucker KM, Best M. Psychosocial and behavioral outcomes of genomic testing in cancer: a systematic review. Eur J Hum Genet 2019; 27:28-35. [PMID: 30206354 PMCID: PMC6303287 DOI: 10.1038/s41431-018-0257-5] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 07/26/2018] [Accepted: 08/09/2018] [Indexed: 01/23/2023] Open
Abstract
Psychosocial and behavioral outcomes of genetic testing in oncology are well known, however, it is unclear how these findings will generalize to more complex genomic testing. The aim of this systematic review was to assess the psychosocial and behavioral outcomes of cancer genomic testing. Studies were selected for inclusion if they were published from January 2003 to January 2017 and addressed psychological and behavioral outcomes of cancer genomic testing in adults. A review of four databases identified 9620 abstracts, with 22 publications meeting the inclusion criteria. Of the included articles, 11 studies reported on outcomes of germline testing, with three articles assessing panel testing and eight SNP testing. No studies assessed the outcomes of WGS or WES. Eleven articles assessed the outcomes of somatic testing, including testing for cancer prognosis and for personalized therapies. Studies were biased toward breast cancer and Caucasian women with high education and socioeconomic status. While studies demonstrated limited adverse psychological outcomes associated with genomic testing, a lack of consistency in psychosocial measures precluded any meta-analysis. Changes in health behavior following positive results were limited, and in some cases risk perception was not altered following genomic testing. There is limited evidence of adverse psychosocial outcomes and changes in health behavior following genomic testing to assess cancer risk. Findings from this review highlight the need for longitudinal research with superior methodological and theoretical design.
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Affiliation(s)
- Tatiane Yanes
- Prince of Wales Clinical School, Faculty of Medicine, UNSW, Sydney, Australia.
- School of Psychiatry, Faculty of Medicine, UNSW, Sydney, Australia.
| | - Amanda M Willis
- Prince of Wales Clinical School, Faculty of Medicine, UNSW, Sydney, Australia
| | - Bettina Meiser
- Prince of Wales Clinical School, Faculty of Medicine, UNSW, Sydney, Australia
| | - Katherine M Tucker
- Prince of Wales Clinical School, Faculty of Medicine, UNSW, Sydney, Australia
- Hereditary Cancer Clinic, Prince of Wales Hospital, Sydney, Australia
| | - Megan Best
- Psycho-oncology Co-operative Research Group (PoCoG), University of Sydney, Sydney, Australia
- Faculty of Medicine, University of Sydney, Sydney, Australia
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10
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Coras R, Narasimhan R, Guma M. Liquid biopsies to guide therapeutic decisions in rheumatoid arthritis. Transl Res 2018; 201:1-12. [PMID: 30092207 PMCID: PMC6309446 DOI: 10.1016/j.trsl.2018.07.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2018] [Revised: 06/29/2018] [Accepted: 07/10/2018] [Indexed: 12/18/2022]
Abstract
Rheumatoid arthritis (RA) is a systemic, immune-mediated inflammatory disease that has transitioned from a debilitating disease to a chronic, controllable disease. This has been possible due to the introduction of new treatment strategies like "treat-to-target," in which the clinician treats the patient aggressively enough to reach low disease activity or remission, and the introduction of new therapeutic agents, such as biological therapies, which can lead to the prevention of damage by early diagnosis and initiation of treatment. Attention is now being directed toward identifying the optimal treatment for each patient, one that will be the most efficient and have the least number of side effects. Much work has been done to find serologic and synovial biomarkers of response to various RA treatments. Proteomics, genomics and, in the past few years, metabolomics, have all been used in the quest of identifying these biomarkers. Blood-based liquid biopsies provide a minimally invasive alternative to synovial biopsies to identify cellular and molecular signatures that can be used to longitudinally monitor response and allow for personalized medicine approach. Liquid biopsies are comprised of cell-free DNA, immune circulating cells, and extracellular vesicles, and are being increasingly and successfully used in the field of oncology for diagnosis, progression, prognosis, and prediction of response to treatment. Recently, researchers have also begun investigating the usefulness of liquid biopsies in the field of rheumatology; in this review, we will focus on the potential of liquid biopsy blood samples as biomarkers of response to treatment in patients with RA.
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Affiliation(s)
- Roxana Coras
- Department of Medicine, School of Medicine, La Jolla, California; University of California San Diego, San Diego, California; Department of Medicine, Autonomous University of Barcelona, Bellaterra, Barcelona, Spain
| | - Rekha Narasimhan
- Department of Medicine, School of Medicine, La Jolla, California; University of California San Diego, San Diego, California
| | - Monica Guma
- Department of Medicine, School of Medicine, La Jolla, California; University of California San Diego, San Diego, California; Department of Medicine, Autonomous University of Barcelona, Bellaterra, Barcelona, Spain.
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Chin-Lenn L, De Boer RH, Segelov E, Marx GM, Hughes TM, McCarthy NJ, White SC, Foo SS, Rutovitz JJ, Della-Fiorentina S, Jennens R, Antill YC, Tsoi D, Cronk MF, Lombard JM, Kiely BE, Chirgwin JH, Gorelik A, Mann GB. The impact and indications for Oncotype DX on adjuvant treatment recommendations when third-party funding is unavailable. Asia Pac J Clin Oncol 2018; 14:410-416. [PMID: 30270527 DOI: 10.1111/ajco.13075] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Accepted: 07/08/2018] [Indexed: 12/15/2022]
Abstract
OBJECTIVES Industry-supported decision impact studies demonstrate that Oncotype Dx (ODX) changes treatment recommendations (TR) in 24-40% of hormone receptor+/HER2- patients. ODX is not reimbursed by third-party payers in Australia, potentially resulting in more selective use. We sought to evaluate the impact of self-funded ODX on TRs. METHODS Data collected included demographics, tumor characteristics, indication for ODX and pre- and post-recurrence score (RS) TR. Primary endpoint was frequency of TR change and associations with TR change were sought. RESULTS Eighteen physicians contributed 382 patients (median age 54). A total of 232 (61%) of tumors were T1 and were grade 1, 2 and 3 in 49 (13%), 252 (66%) and 79 (21%). A total of 257 (67%) were node negative. Assay indications were: confirm need for chemotherapy (CT) (36%), confirm omission of CT (40%) and genuine equipoise (24%). RS was low (≤17) in 55%, intermediate (18-31) in 36% and high (≥32) in 9%. Thirty-eight percent of patients had TR change post-ODX. Sixty-five percent of patients recommended CT pre-ODX changed to hormone therapy alone (HT)-more likely if lower grade and if ER and/or PR > 10%. Fourteen percent of patients with pre-ODX TR for HT added CT-more likely if ER and/or PR ≤10% and if Ki67 > 15% Overall, TR for CT decreased from 47% to 24%. CONCLUSION Patient-funded ODX changed TRs in 38% of patients, de-escalating 65% from CT to HT and adding CT to 14% of those recommended HT. These changes were greater than an industry-funded study suggesting that physicians can identify situations where the assay may influence decisions.
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Affiliation(s)
- L Chin-Lenn
- The Royal Melbourne Hospital, Parkville, VIC, Australia.,Royal Women's Hospital, Parkville, VIC, Australia
| | - R H De Boer
- The Royal Melbourne Hospital, Parkville, VIC, Australia
| | - E Segelov
- The Royal Melbourne Hospital, Parkville, VIC, Australia
| | - G M Marx
- Sydney Adventist Hospital, Wahroonga, NSW, Australia.,University of Sydney, Sydney, NSW, Australia
| | - T M Hughes
- Sydney Adventist Hospital, Wahroonga, NSW, Australia.,University of Sydney, Sydney, NSW, Australia
| | - N J McCarthy
- ICON Cancer Care Wesley, Auchenflower, QLD, Australia
| | - S C White
- Austin Health, Heidelberg, VIC, Australia
| | - S S Foo
- Epworth Eastern Hospital, Box Hill, VIC, Australia.,St Vincent's Private Hospital, East Melbourne, VIC, Australia
| | - J J Rutovitz
- Northern Haematology and Oncology Group, Wahroonga, NSW, Australia
| | | | - R Jennens
- Epworth Hospital, East Melbourne, Australia
| | | | - D Tsoi
- St John of God Murdoch Hospital, Murdoch, VIC, Australia
| | - M F Cronk
- Sunshine Coast Hospital and Health Services, Nambour, QLD, Australia
| | - J M Lombard
- Calvary Mater Newcastle, Waratah, NSW, Australia
| | - B E Kiely
- Macarthur Cancer Therapy Centre, Campbelltown, NSW, Australia
| | | | - A Gorelik
- The Royal Melbourne Hospital, Parkville, VIC, Australia
| | - G B Mann
- The Royal Melbourne Hospital, Parkville, VIC, Australia.,Royal Women's Hospital, Parkville, VIC, Australia
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12
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Lee PH, Lee C, Li X, Wee B, Dwivedi T, Daly M. Principles and methods of in-silico prioritization of non-coding regulatory variants. Hum Genet 2018; 137:15-30. [PMID: 29288389 PMCID: PMC5892192 DOI: 10.1007/s00439-017-1861-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 12/14/2017] [Indexed: 12/13/2022]
Abstract
Over a decade of genome-wide association, studies have made great strides toward the detection of genes and genetic mechanisms underlying complex traits. However, the majority of associated loci reside in non-coding regions that are functionally uncharacterized in general. Now, the availability of large-scale tissue and cell type-specific transcriptome and epigenome data enables us to elucidate how non-coding genetic variants can affect gene expressions and are associated with phenotypic changes. Here, we provide an overview of this emerging field in human genomics, summarizing available data resources and state-of-the-art analytic methods to facilitate in-silico prioritization of non-coding regulatory mutations. We also highlight the limitations of current approaches and discuss the direction of much-needed future research.
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Affiliation(s)
- Phil H Lee
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Simches Research Building, 185 Cambridge St, Boston, MA, 02114, USA.
- Quantitative Genomics Program, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Christian Lee
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Simches Research Building, 185 Cambridge St, Boston, MA, 02114, USA
- Department of Life Sciences, Harvard University, Cambridge, MA, USA
| | - Xihao Li
- Quantitative Genomics Program, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Brian Wee
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Simches Research Building, 185 Cambridge St, Boston, MA, 02114, USA
| | - Tushar Dwivedi
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Simches Research Building, 185 Cambridge St, Boston, MA, 02114, USA
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA
| | - Mark Daly
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Simches Research Building, 185 Cambridge St, Boston, MA, 02114, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
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Campbell-Enns HJ, Woodgate RL, Chochinov HM. Barriers to information provision regarding breast cancer and its treatment. Support Care Cancer 2017; 25:3209-3216. [DOI: 10.1007/s00520-017-3730-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Accepted: 04/17/2017] [Indexed: 10/19/2022]
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O’Brien M, Dhesy-Thind S, Charles C, Hammond Mobilio M, Leighl N, Grunfeld E. Uptake of a 21-gene expression assay in breast cancer practice: views of academic and community-based oncologists. Curr Oncol 2017; 24:e138-e145. [PMID: 28490937 PMCID: PMC5407877 DOI: 10.3747/co.24.3395] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
PURPOSE Advances in personalized medicine have produced novel tests and treatment options for women with breast cancer. Relatively little is known about the process by which such tests are adopted into oncology practice. The objectives of the present study were to understand the experiences of medical oncologists with multigene expression profile (gep) tests, including their adoption into practice in early-stage breast cancer, and the perceptions of the oncologists about the influence of test results on treatment decision-making. METHODS We conducted a qualitative descriptive study involving interviews with medical oncologists from academic and community cancer centres or hospitals in 8 communities in Ontario. A 21-gene breast cancer assay was used as the example of gep testing. Qualitative analytic techniques were used to identify the main themes. RESULTS Of 28 oncologists who were approached, 21 (75%) participated in the study [median age: 43 years; 12 women (57%)]. Awareness and knowledge of gep testing were derived from several sources: international scientific meetings, participation in clinical studies, discussions with respected colleagues, and manufacturer-sponsored meetings. Oncologists observed that incorporating gep testing into their clinical practice resulted in several changes, including longer consultation times, second visits, and taking steps to minimize treatment delays. Oncologists expressed divergent opinions about the strength of evidence and added value of gep testing in guiding treatment decisions. CONCLUSIONS Incorporation of gep testing into clinical practice in early-stage breast cancer required oncologists to make changes to their usual routines. The opinions of oncologists about the quality of evidence underpinning the test affected how much weight they gave to test results in treatment decision-making.
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Affiliation(s)
- M.A. O’Brien
- Department of Family and Community Medicine, University of Toronto, Toronto
| | | | - C. Charles
- Department of Epidemiology and Biostatistics, McMaster University, Hamilton
| | | | - N.B. Leighl
- Division of Medical Oncology, Princess Margaret Cancer Centre, Toronto; and
| | - E. Grunfeld
- Department of Family and Community Medicine, University of Toronto, Toronto
- Ontario Institute for Cancer Research, Toronto, ON
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Trosman JR, Weldon CB, Douglas MP, Kurian AW, Kelley RK, Deverka PA, Phillips KA. Payer Coverage for Hereditary Cancer Panels: Barriers, Opportunities, and Implications for the Precision Medicine Initiative. J Natl Compr Canc Netw 2017; 15:219-228. [PMID: 28188191 DOI: 10.6004/jnccn.2017.0022] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 11/08/2016] [Indexed: 12/20/2022]
Abstract
Background: Hereditary cancer panels (HCPs), testing for multiple genes and syndromes, are rapidly transforming cancer risk assessment but are controversial and lack formal insurance coverage. We aimed to identify payers' perspectives on barriers to HCP coverage and opportunities to address them. Comprehensive cancer risk assessment is highly relevant to the Precision Medicine Initiative (PMI), and payers' considerations could inform PMI's efforts. We describe our findings and discuss them in the context of PMI priorities. Methods: We conducted semi-structured interviews with 11 major US payers, covering >160 million lives. We used the framework approach of qualitative research to design, conduct, and analyze interviews, and used simple frequencies to further describe findings. Results: Barriers to HCP coverage included poor fit with coverage frameworks (100%); insufficient evidence (100%); departure from pedigree/family history-based testing toward genetic screening (91%); lacking rigor in the HCP hybrid research/clinical setting (82%); and patient transparency and involvement concerns (82%). Addressing barriers requires refining HCP-indicated populations (82%); developing evidence of actionability (82%) and pathogenicity/penetrance (64%); creating infrastructure and standards for informing and recontacting patients (45%); separating research from clinical use in the hybrid clinical-research setting (44%); and adjusting coverage frameworks (18%). Conclusions: Leveraging opportunities suggested by payers to address HCP coverage barriers is essential to ensure patients' access to evolving HCPs. Our findings inform 3 areas of the PMI: addressing insurance coverage to secure access to future PMI discoveries; incorporating payers' evidentiary requirements into PMI's research agenda; and leveraging payers' recommendations and experience to keep patients informed and involved.
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Affiliation(s)
- Julia R Trosman
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Francisco, San Franscisco, California,Center for Business Models in Healthcare, Chicago, Illinois,Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Christine B Weldon
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Francisco, San Franscisco, California,Center for Business Models in Healthcare, Chicago, Illinois,Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Michael P Douglas
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Francisco, San Franscisco, California
| | - Allison W Kurian
- Departments of Medicine and of Health Research and Policy, Stanford University School of Medicine, Stanford, California
| | - R Kate Kelley
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Francisco, San Franscisco, California,Department of Medicine, Division of Hematology/Oncology, University of California, San Francisco, San Francisco, Califorina,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California
| | | | - Kathryn A Phillips
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Francisco, San Franscisco, California,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California,Philip R. Lee Institute for Health Policy, University of California, San Francisco, San Francisco, California
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16
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Trosman JR, Weldon CB, Douglas MP, Deverka PA, Watkins JB, Phillips KA. Decision Making on Medical Innovations in a Changing Health Care Environment: Insights from Accountable Care Organizations and Payers on Personalized Medicine and Other Technologies. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2017; 20:40-46. [PMID: 28212967 PMCID: PMC5319741 DOI: 10.1016/j.jval.2016.09.2402] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Accepted: 09/18/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND New payment and care organization approaches, such as those of accountable care organizations (ACOs), are reshaping accountability and shifting risk, as well as decision making, from payers to providers, within the Triple Aim context of health reform. The Triple Aim calls for improving experience of care, improving health of populations, and reducing health care costs. OBJECTIVES To understand how the transition to the ACO model impacts decision making on adoption and use of innovative technologies in the era of accelerating scientific advancement of personalized medicine and other innovations. METHODS We interviewed representatives from 10 private payers and 6 provider institutions involved in implementing the ACO model (i.e., ACOs) to understand changes, challenges, and facilitators of decision making on medical innovations, including personalized medicine. We used the framework approach of qualitative research for study design and thematic analysis. RESULTS We found that representatives from the participating payer companies and ACOs perceive similar challenges to ACOs' decision making in terms of achieving a balance between the components of the Triple Aim-improving care experience, improving population health, and reducing costs. The challenges include the prevalence of cost over care quality considerations in ACOs' decisions and ACOs' insufficient analytical and technology assessment capacity to evaluate complex innovations such as personalized medicine. Decision-making facilitators included increased competition across ACOs and patients' interest in personalized medicine. CONCLUSIONS As new payment models evolve, payers, ACOs, and other stakeholders should address challenges and leverage opportunities to arm ACOs with robust, consistent, rigorous, and transparent approaches to decision making on medical innovations.
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Affiliation(s)
- Julia R Trosman
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Franscisco, CA, USA; Center for Business Models in Healthcare, Chicago, IL, USA; Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
| | - Christine B Weldon
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Franscisco, CA, USA; Center for Business Models in Healthcare, Chicago, IL, USA; Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Michael P Douglas
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Franscisco, CA, USA
| | | | | | - Kathryn A Phillips
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Franscisco, CA, USA; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA; Philip R. Lee Institute for Health Policy, University of California, San Francisco, CA, USA
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Marshall DA, Deal K, Bombard Y, Leighl N, MacDonald KV, Trudeau M. How do women trade-off benefits and risks in chemotherapy treatment decisions based on gene expression profiling for early-stage breast cancer? A discrete choice experiment. BMJ Open 2016; 6:e010981. [PMID: 27256091 PMCID: PMC4893875 DOI: 10.1136/bmjopen-2015-010981] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2015] [Revised: 03/01/2016] [Accepted: 03/30/2016] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES Gene expression profiling (GEP) of tumours informs baseline risk prediction, potentially affecting adjuvant chemotherapy decisions for women with early-stage breast cancer. Since only 15% will experience a recurrence, concerns have been raised about potential harms from overtreatment and high GEP costs in publicly funded healthcare systems. We aimed to estimate preferences and personal utility of GEP testing information and benefit-risk trade-offs in chemotherapy treatment decisions. DESIGN, SETTING AND INTERVENTION Based on literature review and findings from our qualitative research (focus groups, interviews with patients with breast cancer and medical oncologists), we developed a discrete choice experiment (DCE) survey and administered it via an internet panel. The DCE included 12 choice tasks with 5 attributes and 3 alternatives considering orthogonality, D-efficiency and level balance. PARTICIPANTS The DCE survey was administered to 1004 Canadian women from the general population. MAIN OUTCOME MEASURES Preferences were analysed using conditional logit and hierarchical Bayes and evaluated for goodness of fit. We conducted simulation analyses for alternative scenarios. RESULTS GEP test score indicating likely benefit from chemotherapy was the most important attribute. Doctor's clinical estimate of the risk of cancer returning, trust in your cancer doctor and side effects of chemotherapy (temporary and permanent) were relatively less important but showed significant differences among levels. In the scenario analyses, 78% were likely to choose chemotherapy in a high-risk scenario, 55% in a moderate-risk scenario and 33% in a low-risk scenario, with the other attributes held constant. A high GEP score was more important in influencing the choice of chemotherapy for those at intermediate clinical risk. CONCLUSIONS GEP testing information influences chemotherapy treatment decisions in early-stage breast cancer and varies depending on clinical risk. Clinicians should be aware of these differences and tailor the use of GEP testing accordingly.
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Affiliation(s)
- Deborah A Marshall
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Ken Deal
- DeGroote School of Business, McMaster University, Hamilton, Ontario, Canada
| | - Yvonne Bombard
- Li Ka Shing Knowledge Institute of St. Michael's Hospital, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Natasha Leighl
- Department of Medicine, University of Toronto,Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Karen V MacDonald
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Maureen Trudeau
- University of Toronto,Toronto, Ontario, Canada
- Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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MacDonald KV, Bombard Y, Deal K, Trudeau M, Leighl N, Marshall DA. The influence of gene expression profiling on decisional conflict in decision making for early-stage breast cancer chemotherapy. Eur J Cancer 2016; 61:85-93. [PMID: 27155447 DOI: 10.1016/j.ejca.2016.03.077] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Revised: 03/04/2016] [Accepted: 03/21/2016] [Indexed: 12/29/2022]
Abstract
BACKGROUND Women with early-stage breast cancer, of whom only 15% will experience a recurrence, are often conflicted or uncertain about taking chemotherapy. Gene expression profiling (GEP) of tumours informs risk prediction, potentially affecting treatment decisions. We examined whether receiving a GEP test score reduces decisional conflict in chemotherapy treatment decision making. METHODS A general population sample of 200 women completed the decisional conflict scale (DCS) at baseline (no GEP test score scenario) and after (scenario with GEP test score added) completing a discrete choice experiment survey for early-stage breast cancer chemotherapy. We scaled the 16-item DCS total scores and subscores from 0 to 100 and calculated means, standard deviations and change in scores, with significance (p < 0.05) based on matched pairs t-tests. RESULTS We identified five respondent subgroups based on preferred treatment option; almost 40% did not change their chemotherapy decision after receiving GEP testing information. Total score and all subscores (uncertainty, informed, values clarity, support, and effective decision) decreased significantly in the respondent subgroup who were unsure about taking chemotherapy initially but changed to no chemotherapy (n =33). In the subgroup of respondents (n = 25) who chose chemotherapy initially but changed to unsure, effective decision subscore increased significantly. In the overall sample, changes in total and all subscores were non-significant. CONCLUSIONS GEP testing adds value for women initially unsure about chemotherapy treatment with a decrease in decisional conflict. However, for women who are confident about their treatment decisions, GEP testing may not add value. Decisions to request GEP testing should be personalised based on patient preferences.
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Affiliation(s)
- Karen V MacDonald
- Department of Community Health Sciences, University of Calgary, Room 3C62, Health Research Innovation Centre, 3280 Hospital Drive NW, Calgary, Alberta T2N 4Z6, Canada
| | - Yvonne Bombard
- Li Ka Shing Knowledge Institute of St. Michael's Hospital, 209 Victoria Street, Room 312, Toronto, Ontario M5B 1T8, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, 209 Victoria Street, Room 312, Toronto, Ontario M5B 1T8, Canada
| | - Ken Deal
- DeGroote School of Business, McMaster University, 1280 Main Street West, Hamilton, Ontario L8S 4M4, Canada
| | - Maureen Trudeau
- University of Toronto, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, Ontario M4N 3M5, Canada
| | - Natasha Leighl
- Department of Medicine, University of Toronto, 610 University Avenue, Toronto, Ontario M5G 2M9, Canada; Princess Margaret Cancer Centre, 610 University Avenue, Toronto, Ontario M5G 2M9, Canada
| | - Deborah A Marshall
- Department of Community Health Sciences, University of Calgary, McMaster University, Room 3C56, Health Research Innovation Centre, 3280 Hospital Drive NW, Calgary, Alberta T2N 4Z6, Canada.
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Bombard Y. Translating personalized genomic medicine into clinical practice: evidence, values, and health policy. Genome 2015; 58:491-7. [PMID: 26577841 DOI: 10.1139/gen-2015-0145] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Yvonne Bombard
- Li Ka Shing Knowledge Institute of St. Michael's Hospital, Institute of Health Policy, Management & Evaluation, University of Toronto.,Li Ka Shing Knowledge Institute of St. Michael's Hospital, Institute of Health Policy, Management & Evaluation, University of Toronto
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Bombard Y, Rozmovits L, Trudeau M, Leighl NB, Deal K, Marshall DA. The value of personalizing medicine: medical oncologists' views on gene expression profiling in breast cancer treatment. Oncologist 2015; 20:351-6. [PMID: 25746345 DOI: 10.1634/theoncologist.2014-0268] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2014] [Accepted: 12/31/2014] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES Guidelines recommend gene-expression profiling (GEP) tests to identify early-stage breast cancer patients who may benefit from chemotherapy. However, variation exists in oncologists' use of GEP. We explored medical oncologists' views of GEP tests and factors impacting its use in clinical practice. METHODS We used a qualitative design, comprising telephone interviews with medical oncologists (n = 14; 10 academic, 4 in the community) recruited through oncology clinics, professional advertisements, and referrals. Interviews were analyzed for anticipated and emergent themes using the constant comparative method including searches for disconfirming evidence. RESULTS Some oncologists considered GEP to be a tool that enhanced confidence in their established approach to risk assessments, whereas others described it as "critical" to resolving their uncertainty about whether to recommend chemotherapy. Some community oncologists also valued the test in interpreting what they considered variable practice and accuracy across pathology reports and testing facilities. However, concerns were also raised about GEP's cost, overuse, inappropriate use, and over-reliance on the results within the medical community. In addition, although many oncologists said it was simple to explain the test to patients, paradoxically, they remained uncertain about patients' understanding of the test results and their treatment implications. CONCLUSION Oncologists valued the test as a treatment-decision support tool despite their concerns about its cost, over-reliance, overuse, and inappropriate use by other oncologists, as well as patients' limited understanding of GEP. The results identify a need for decision aids to support patients' understanding and clinical practice guidelines to facilitate standardized use of the test.
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Affiliation(s)
- Yvonne Bombard
- Li Ka Shing Knowledge Institute of St. Michael's Hospital, Toronto, Ontario, Canada; Insititute of Health Policy, Management and Evaluation, Department of Medicine, and Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada; Independent Qualitative Researcher; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Princess Margaret Cancer Centre, Toronto, Ontario, Canada; DeGroote School of Business, McMaster University, Hamilton, Ontario, Canada; Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Ontario, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Linda Rozmovits
- Li Ka Shing Knowledge Institute of St. Michael's Hospital, Toronto, Ontario, Canada; Insititute of Health Policy, Management and Evaluation, Department of Medicine, and Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada; Independent Qualitative Researcher; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Princess Margaret Cancer Centre, Toronto, Ontario, Canada; DeGroote School of Business, McMaster University, Hamilton, Ontario, Canada; Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Ontario, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Maureen Trudeau
- Li Ka Shing Knowledge Institute of St. Michael's Hospital, Toronto, Ontario, Canada; Insititute of Health Policy, Management and Evaluation, Department of Medicine, and Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada; Independent Qualitative Researcher; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Princess Margaret Cancer Centre, Toronto, Ontario, Canada; DeGroote School of Business, McMaster University, Hamilton, Ontario, Canada; Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Ontario, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Natasha B Leighl
- Li Ka Shing Knowledge Institute of St. Michael's Hospital, Toronto, Ontario, Canada; Insititute of Health Policy, Management and Evaluation, Department of Medicine, and Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada; Independent Qualitative Researcher; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Princess Margaret Cancer Centre, Toronto, Ontario, Canada; DeGroote School of Business, McMaster University, Hamilton, Ontario, Canada; Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Ontario, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Ken Deal
- Li Ka Shing Knowledge Institute of St. Michael's Hospital, Toronto, Ontario, Canada; Insititute of Health Policy, Management and Evaluation, Department of Medicine, and Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada; Independent Qualitative Researcher; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Princess Margaret Cancer Centre, Toronto, Ontario, Canada; DeGroote School of Business, McMaster University, Hamilton, Ontario, Canada; Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Ontario, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Deborah A Marshall
- Li Ka Shing Knowledge Institute of St. Michael's Hospital, Toronto, Ontario, Canada; Insititute of Health Policy, Management and Evaluation, Department of Medicine, and Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada; Independent Qualitative Researcher; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Princess Margaret Cancer Centre, Toronto, Ontario, Canada; DeGroote School of Business, McMaster University, Hamilton, Ontario, Canada; Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Ontario, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
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Rooij TV, Roederer M, Wareham T, Rooij IV, McLeod HL, Marsh S. Fast and frugal trees: translating population-based pharmacogenomics to medication prioritization. Per Med 2015; 12:117-128. [DOI: 10.2217/pme.14.66] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Aim: Fast and frugal decision trees (FFTs) can simplify clinical decision making by providing a heuristic approach to contextual guidance. We wanted to use FFTs for pharmacogenomic knowledge translation at point-of-care. Materials & Methods: The Pharmacogenomics for Every Nation Initiative (PGENI), an international nonprofit organization, collects data on regional polymorphisms as a predictor of metabolism for individual drugs and dosages. We advanced FFTs to work with PGENI pharmacogenomic data to produce medication recommendations that are accurate, transparent and straightforward to automate. Results: By streamlining medication selection processes in the PGENI workflow, information technology applications can now be deployed. Conclusion: We developed a decision tree approach that can translate pharmacogenomic data to provide up-to-date recommended care for populations based on their medication-specific markers.
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Affiliation(s)
- Tibor van Rooij
- Faculty of Pharmacy & Pharmaceutical Sciences, Katz Group Centre for Pharmacy & Health Research, University of Alberta, Edmonton, Alberta T6G 2E1, Canada
| | - Mary Roederer
- Eshelman School of Pharmacy, Department of Pharmacy Practice, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Todd Wareham
- Department of Computer Science, Memorial University of Newfoundland, St. John's, Newfoundland & Labrador, Canada
| | - Iris van Rooij
- Donders Institute for Brain, Cognition & Behaviour, Radboud University Nijmegen, Nijmegen, The Netherlands
| | | | - Sharon Marsh
- Faculty of Pharmacy & Pharmaceutical Sciences, Katz Group Centre for Pharmacy & Health Research, University of Alberta, Edmonton, Alberta T6G 2E1, Canada
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Trosman JR, Weldon CB, Kate Kelley R, Phillips KA. Challenges of coverage policy development for next-generation tumor sequencing panels: experts and payers weigh in. J Natl Compr Canc Netw 2015; 13:311-8. [PMID: 25736008 PMCID: PMC4372087 DOI: 10.6004/jnccn.2015.0043] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Next-generation tumor sequencing (NGTS) panels, which include multiple established and novel targets across cancers, are emerging in oncology practice, but lack formal positive coverage by US payers. Lack of coverage may impact access and adoption. This study identified challenges of NGTS coverage by private payers. METHODS We conducted semi-structured interviews with 14 NGTS experts on potential NGTS benefits, and with 10 major payers, representing more than 125,000,000 enrollees, on NGTS coverage considerations. We used the framework approach of qualitative research for study design and thematic analyses and simple frequencies to further describe findings. RESULTS All interviewed payers see potential NGTS benefits, but all noted challenges to formal coverage: 80% state that inherent features of NGTS do not fit the medical necessity definition required for coverage, 70% view NGTS as a bundle of targets versus comprehensive tumor characterization and may evaluate each target individually, and 70% express skepticism regarding new evidence methods proposed for NGTS. Fifty percent of payers expressed sufficient concerns about NGTS adoption and implementation that will preclude their ability to issue positive coverage policies. CONCLUSIONS Payers perceive that NGTS holds significant promise but, in its current form, poses disruptive challenges to coverage policy frameworks. Proactive multidisciplinary efforts to define the direction for NGTS development, evidence generation, and incorporation into coverage policy are necessary to realize its promise and provide patient access. This study contributes to current literature, as possibly the first study to directly interview US payers on NGTS coverage and reimbursement.
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Affiliation(s)
- Julia R. Trosman
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Francisco (UCSF), San Francisco, California
- Center for Business Models in Healthcare, Chicago Illinois
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Christine B. Weldon
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Francisco (UCSF), San Francisco, California
- Center for Business Models in Healthcare, Chicago Illinois
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - R. Kate Kelley
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Francisco (UCSF), San Francisco, California
- Department of Medicine, Division of Hematology/Oncology, UCSF, San Francisco, California
| | - Kathryn A. Phillips
- UCSF Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), Department of Clinical Pharmacy, University of California, San Francisco (UCSF), San Francisco, California
- Helen Diller Family Comprehensive Cancer Center at UCSF, San Francisco, California
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Garfeld S, Douglas MP, MacDonald KV, Marshall DA, Phillips KA. Consumer familiarity, perspectives and expected value of personalized medicine with a focus on applications in oncology. Per Med 2015; 12:13-22. [PMID: 25620993 DOI: 10.2217/pme.14.74] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
AIMS Knowledge of consumer perspectives of personalized medicine (PM) is limited. Our study assessed consumer perspectives of PM, with a focus on oncology care, to inform industry, clinician and payer stakeholders' programs and policy. MATERIALS & METHODS A nationally representative survey of 602 US consumers' ≥30 years old explored familiarity, perspectives and expected value of PM. RESULTS Most (73%) respondents have not heard of 'personalized medicine,' though after understanding the term most (95%) expect PM to have a positive beneft. Consumer's willingness to pay is associated with products' impact on survival, rather than predicting disease risk. If testing indicates consumers are not candidates for oncology therapies, most (84%) would seek a second opinion or want therapy anyway. CONCLUSIONS Understanding heterogeneity in consumer perspectives of PM can inform program and policy development.
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Affiliation(s)
| | - Michael P Douglas
- Department of Clinical Pharmacy, Center for Translational & Policy Research on Personalized Medicine (TRANSPERS), University of California at San Francisco, 3333 California St, Room 420, Box 0613 San Francisco, CA 94143 USA
| | - Karen V MacDonald
- Health Research Innovation Centre (HRIC) - 3C62, University of Calgary, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, USA
| | - Deborah A Marshall
- Health Research Innovation Centre (HRIC) - 3C62, University of Calgary, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, USA
| | - Kathryn A Phillips
- Department of Clinical Pharmacy, Center for Translational & Policy Research on Personalized Medicine (TRANSPERS), University of California at San Francisco, 3333 California St, Room 420, Box 0613 San Francisco, CA 94143 USA
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