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Pearce A, Mitchell LA, Best S, Young MA, Terrill B. Publics' knowledge of, attitude to and motivation towards health-related genomics: a scoping review. Eur J Hum Genet 2024; 32:747-758. [PMID: 38316954 PMCID: PMC11220043 DOI: 10.1038/s41431-024-01547-5] [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: 07/27/2023] [Revised: 11/12/2023] [Accepted: 01/18/2024] [Indexed: 02/07/2024] Open
Abstract
The use of genomic data in research and genomic information in clinical care is increasing as technologies advance and sequencing costs decrease. Using Rogers' Diffusion of Innovation (DOI) theory as a framework we reviewed recent literature examining publics' current knowledge of, attitude to, and motivation towards health-related genomics in clinical and research settings. The population of interest was described as 'publics' to denote the heterogeneity of 'the public'. Eligible studies were published in English between 2016-2022. We retrieved 1657 records, with 278 full-text reviewed against the eligibility criteria and concept definitions. In total, 99 articles were included in the review and descriptive numerical summaries were collated. Knowledge literature was categorized using deductive thematic analysis. For attitude and motivation, literature was coded using an analytic framework developed by the authors. There was wide variability in concept definition and measurement across studies. Overall, there was general positivity about genomics, with high awareness but little familiarity or factual knowledge. Publics had high expectations of genomics and perceived that it could provide them with information for their future. Only a few key attitudes were found to be important as motivators or barriers for participation in genomics; these were related to personal and clinical utility of the information. Context was often missing from studies, decreasing the utility of findings for implementation or public engagement. Future research would benefit by using theory-driven approaches to assess relevant publics' knowledge and attitudes of specific contexts or applications to support genomic implementation and informed decision-making.
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Affiliation(s)
- Angela Pearce
- Clinical Translation & Engagement, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia.
- School of Clinical Medicine, Faculty of Medicine and Health, University of NSW, Sydney, NSW, Australia.
| | - Lucas A Mitchell
- Clinical Translation & Engagement, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- School of Clinical Medicine, Faculty of Medicine and Health, University of NSW, Sydney, NSW, Australia
| | - Stephanie Best
- Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Victorian Comprehensive Cancer Centre Alliance, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
- Australian Genomics Health Alliance, Melbourne, VIC, Australia
| | - Mary-Anne Young
- Clinical Translation & Engagement, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- School of Clinical Medicine, Faculty of Medicine and Health, University of NSW, Sydney, NSW, Australia
| | - Bronwyn Terrill
- Clinical Translation & Engagement, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- School of Clinical Medicine, Faculty of Medicine and Health, University of NSW, Sydney, NSW, Australia
- Australian Genomics Health Alliance, Melbourne, VIC, Australia
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Muller C, Gallacher L, Keogh L, McInerney-Leo A, Boughtwood T, Gleeson P, Barlow-Stewart K, Delatycki MB, Winship I, Nowak KJ, Otlowski M, Lacaze P, Tiller J. "Uninsurable because of a genetic test": a qualitative study of consumer views about the use of genetic test results in Australian life insurance. Eur J Hum Genet 2024; 32:827-836. [PMID: 38637700 PMCID: PMC11219861 DOI: 10.1038/s41431-024-01602-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 02/22/2024] [Accepted: 03/20/2024] [Indexed: 04/20/2024] Open
Abstract
Genetic testing can provide valuable information to mitigate personal disease risk, but the use of genetic results in life insurance underwriting is known to deter many consumers from pursuing genetic testing. In 2019, following Australian Federal Parliamentary Inquiry recommendations, the Financial Services Council (FSC) introduced an industry-led partial moratorium, prohibiting life insurance companies from using genetic test results for policies up to $AUD500,000. We used semi-structured interviews to explore genetic test consumers' experiences and views about the FSC moratorium and the use of genetic results by life insurers. Individuals who participated in an online survey and agreed to be re-contacted to discuss the issue further were invited. Interviews were 20-30-min long, conducted via video conference, transcribed verbatim and analysed using inductive content analysis. Twenty-seven participants were interviewed. Despite the moratorium, concerns about genetic discrimination in life insurance were prevalent. Participants reported instances where life insurers did not consider risk mitigation when assessing risk for policies based on genetic results, contrary to legal requirements. Most participants felt that the moratorium provided inadequate protection against discrimination, and that government legislation regulating life insurers' use of genetic results is necessary. Many participants perceived the financial limits to be inadequate, given the cost-of-living in Australia. Our findings indicate that from the perspective of participants, the moratorium has not been effective in allaying fears about genetic discrimination or ensuring adequate access to life insurance products. Concern about genetic discrimination in life insurance remains prevalent in Australia.
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Affiliation(s)
| | - Lyndon Gallacher
- University of Melbourne, Parkville, VIC, Australia
- Victorian Clinical Genetics Services, Parkville, VIC, Australia
- Murdoch Children's Research Institute, Parkville, VIC, Australia
| | - Louise Keogh
- Centre for Health Equity, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Aideen McInerney-Leo
- Frazer Institute, The University of Queensland, Dermatology Research Centre, Brisbane, QLD, Australia
| | - Tiffany Boughtwood
- Murdoch Children's Research Institute, Parkville, VIC, Australia
- Australian Genomics, Melbourne, VIC, Australia
| | | | - Kristine Barlow-Stewart
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, VIC, Australia
| | - Martin B Delatycki
- Victorian Clinical Genetics Services, Parkville, VIC, Australia
- Murdoch Children's Research Institute, Parkville, VIC, Australia
| | - Ingrid Winship
- Department of Medicine, the University of Melbourne, Melbourne, VIC, Australia
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Kristen J Nowak
- Office of Population Health Genomics, Western Australia Department of Health, Perth, WA, Australia
| | - Margaret Otlowski
- Faculty of Law and Centre for Law and Genetics, University of Tasmania, Hobart, TAS, Australia
| | - Paul Lacaze
- Public Health Genomics, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Jane Tiller
- Murdoch Children's Research Institute, Parkville, VIC, Australia.
- Australian Genomics, Melbourne, VIC, Australia.
- Public Health Genomics, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
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Cernat A, Samaan Z, Abelson J, Ramdyal A, Shaikh H, Vanstone M. Patient perspectives on pharmacogenomic (PGx) testing for antidepressant prescribing in primary care: a qualitative description study. J Community Genet 2024; 15:293-309. [PMID: 38587601 PMCID: PMC11217204 DOI: 10.1007/s12687-024-00705-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Accepted: 03/28/2024] [Indexed: 04/09/2024] Open
Abstract
Many patients with major depressive disorder (MDD) try multiple antidepressants before finding one that works well and is tolerable. Pharmacogenomic (PGx) testing was developed to facilitate more efficacious prescribing. This technology has not been robustly implemented clinically. Patient perspectives are critical to policy decisions, but the views of patients with MDD about the use of PGx testing to guide antidepressant prescribing have not been extensively examined, particularly in publicly funded healthcare systems. The purpose of this qualitative description study was to produce actionable patient perspectives evidence to inform future technology assessment of PGx testing. We conducted semi-structured interviews with 21 adults with MDD for which antidepressants were indicated in Ontario, Canada, and used the Ontario Decision Determinants Framework to conduct an unconstrained deductive content analysis. Patients expressed views about the overall clinical benefit of PGx testing in depression care, preferences for deployment of testing, perspectives on ethical considerations, opinions about equity and patient care, and beliefs regarding the feasibility of adopting PGx testing into the healthcare system. They also worried about the possibility of conflicts of interest between PGx test manufacturers and pharmaceutical companies. This study provides policymakers with patient priorities to facilitate the development of patient-centred policies. It highlights that formal adoption of PGx testing into the healthcare system requires a focus on equity of access and health outcomes.
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Affiliation(s)
- Alexandra Cernat
- Department of Family Medicine, McMaster University, 100 Main St W, Hamilton, ON, L8P 1H6, Canada
- Health Policy PhD Program, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, L8S 4L8, Canada
| | - Zainab Samaan
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, L8S 4L8, Canada
| | - Julia Abelson
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, L8S 4L8, Canada
| | - Amanada Ramdyal
- Department of Family Medicine, McMaster University, 100 Main St W, Hamilton, ON, L8P 1H6, Canada
| | - Hadia Shaikh
- Department of Family Medicine, McMaster University, 100 Main St W, Hamilton, ON, L8P 1H6, Canada
- Biomedical Discovery and Commercialization Program, Faculty of Health Sciences, McMaster University, Hamilton, L8S 4L8, Canada
| | - Meredith Vanstone
- Department of Family Medicine, McMaster University, 100 Main St W, Hamilton, ON, L8P 1H6, Canada.
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Constantin A, Faya Robles A, Rial-Sebbag E. Chapitre 5. From individuals to social: The needs for a global ethics overview in pharmacogenomics. JOURNAL INTERNATIONAL DE BIOETHIQUE ET D'ETHIQUE DES SCIENCES 2024; 34:85-102. [PMID: 38423983 DOI: 10.3917/jibes.343.0085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Abstract
As a part of personalized medicine, pharmacogenomics (PGx) allows practitioners to provide the right drug for a given patient, in accordance with the result of a genetic test. This practice raises many ethical issues that are discussed in the literature, sometimes within the larger context of personalized medicine. This article is based on a literature review that is original insofar as it is interdisciplinary and based on an approach that articulates individual and social rights. Here, we propose to reconsider some classic ethical issues, such as informed consent, incidental findings and data protection which are raised by genetic testing and also by PGx in the same or in a different way. We also analyse broader collective issues around racialization and health equality. Our purpose is to contribute in drawing links and parallels between individual rights and collective rights using a social approach. This analysis discusses these ethical issues in research and in clinical setting, understanding the treatment of the individual in his dual quality of patient and research participant.
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Doyle TA, Schmidt KK, Halverson CME, Olivera J, Garcia A, Shugg TA, Skaar TC, Schwartz PH. Patient understanding of pharmacogenomic test results in clinical care. PATIENT EDUCATION AND COUNSELING 2023; 115:107904. [PMID: 37531788 PMCID: PMC11058699 DOI: 10.1016/j.pec.2023.107904] [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: 01/30/2023] [Revised: 06/30/2023] [Accepted: 07/15/2023] [Indexed: 08/04/2023]
Abstract
OBJECTIVE Previous research has not objectively assessed patients' comprehension of their pharmacogenomic test results. In this study we assessed understanding of patients who had undergone cytochrome P450 2C19 (CYP2C19) pharmacogenomic testing. METHODS 31 semi-structured interviews with patients who underwent CYP2C19 testing after cardiac catheterization and had been sent a brochure, letter, and wallet card explaining their results. Answers to Likert and binary questions were summarized with descriptive statistics. Qualitative data were analyzed using a grounded theory approach, with particular focus on categorization. RESULTS No participants knew the name of the gene tested or their metabolizer status. Seven participants (23%) knew whether the testing identified any medications that would have lower effectiveness or increased adverse effects for them at standard doses ("Adequate Understanding"). Four participants (13%) read their results from the letter or wallet card they received but had no independent understanding ("Reliant on Written Materials"). Ten participants remembered receiving the written materials (32%). CONCLUSION A majority of participants who had undergone CYP2C19 PGx testing did not understand their results at even a minimal level and would be unable to communicate them to future providers. PRACTICE IMPLICATIONS Further research is necessary to improve patient understanding of PGx testing and their results, potentially through improving patient-provider communication.
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Affiliation(s)
- Tom A Doyle
- Indiana University Center for Bioethics, Indianapolis, IN, USA; Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Karen K Schmidt
- Indiana University Center for Bioethics, Indianapolis, IN, USA; Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Colin M E Halverson
- Indiana University Center for Bioethics, Indianapolis, IN, USA; Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Jesus Olivera
- Indiana University Center for Bioethics, Indianapolis, IN, USA; Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Abigail Garcia
- Indiana University Center for Bioethics, Indianapolis, IN, USA; Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Tyler A Shugg
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Todd C Skaar
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Peter H Schwartz
- Indiana University Center for Bioethics, Indianapolis, IN, USA; Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA; Department of Philosophy, Indiana University-Purdue University, Indianapolis, IN, USA.
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Melendez K, Gutierrez-Meza D, Gavin KL, Alagoz E, Sperber N, Wu RR, Silva A, Pati B, Voora D, Hung A, Roberts MC, Voils CI. Patient Perspectives of Barriers and Facilitators for the Uptake of Pharmacogenomic Testing in Veterans Affairs' Pharmacogenomic Testing for the Veterans (PHASER) Program. J Pers Med 2023; 13:1367. [PMID: 37763135 PMCID: PMC10532622 DOI: 10.3390/jpm13091367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 08/30/2023] [Accepted: 09/06/2023] [Indexed: 09/29/2023] Open
Abstract
We applied implementation science frameworks to identify barriers and facilitators to veterans' acceptance of pharmacogenomic testing (PGx), which was made available as a part of clinical care at 25 VA medical centers. We conducted 30 min interviews with veterans who accepted (n = 14), declined (n = 9), or were contemplating (n = 8) PGx testing. Six team members coded one transcript from each participant group to develop the codebook and finalize definitions. Three team members coded the remaining 28 transcripts and met regularly with the larger team to reach a consensus. The coders generated a matrix of implementation constructs by testing status to identify the similarities and differences between accepters, decliners, and contemplators. All groups understood the PGx testing procedures and possible benefits. In the decision-making, accepters prioritized the potential health benefits of PGx testing, such as reducing side effects or the number of medications. In contrast, decliners prioritized the possibilities of data breach or the negative impact on healthcare insurance or Veterans Affairs benefits. Contemplators desired to speak to a provider to learn more before making a decision. Efforts to improve the clarity of data security and the impact on benefits may improve veterans' abilities to make more informed decisions about whether to undergo PGx testing.
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Affiliation(s)
- Karina Melendez
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA; (K.M.); (D.G.-M.); (E.A.); (B.P.); (A.H.)
| | - Diana Gutierrez-Meza
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA; (K.M.); (D.G.-M.); (E.A.); (B.P.); (A.H.)
| | - Kara L. Gavin
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA; (K.M.); (D.G.-M.); (E.A.); (B.P.); (A.H.)
| | - Esra Alagoz
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA; (K.M.); (D.G.-M.); (E.A.); (B.P.); (A.H.)
| | - Nina Sperber
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Medical Center, Durham, NC 27705, USA
- Duke Department of Population Health Sciences, Duke University School of Medicine, Durham, NC 27701, USA
| | - Rebekah Ryanne Wu
- VA National Pharmacogenomics Program, Department of Veteran’s Affairs, Durham, NC 27705, USA; (R.R.W.)
- Department of Medicine, Duke Precision Medicine Program, Duke University School of Medicine, Durham, NC 27599, USA
| | - Abigail Silva
- Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr. Veterans Affairs Hospital, Hines, IL 60141, USA
- Parkinson School of Health Sciences and Public Health, Loyola University Chicago, Maywood, IL 60153, USA
| | - Bhabna Pati
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA; (K.M.); (D.G.-M.); (E.A.); (B.P.); (A.H.)
| | - Deepak Voora
- VA National Pharmacogenomics Program, Department of Veteran’s Affairs, Durham, NC 27705, USA; (R.R.W.)
- Department of Medicine, Duke Precision Medicine Program, Duke University School of Medicine, Durham, NC 27599, USA
| | - Allison Hung
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA; (K.M.); (D.G.-M.); (E.A.); (B.P.); (A.H.)
| | - Megan C. Roberts
- Division of Pharmaceutical Outcomes & Policy, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA;
| | - Corrine I. Voils
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA; (K.M.); (D.G.-M.); (E.A.); (B.P.); (A.H.)
- William S. Middleton Memorial Veterans Hospital, Madison, WI 53705, USA
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Stratton TP, Olson AW. Personalizing Personalized Medicine: The Confluence of Pharmacogenomics, a Person's Medication Experience and Ethics. PHARMACY 2023; 11:101. [PMID: 37368427 DOI: 10.3390/pharmacy11030101] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/31/2023] [Accepted: 06/07/2023] [Indexed: 06/28/2023] Open
Abstract
Truly personalized precision medicine combines pharmacogenomics (PGx), a person's lived medication experiences and ethics; person-centeredness lies at the confluence of these considerations. A person-centered perspective can help inform PGx-related treatment guidelines, shared decision-making for PGx-related therapeutics and PGx-related healthcare policy. This article examines the interplay between these components of person-centered PGx-related care. Ethics concepts addressed include privacy, confidentiality, autonomy, informed consent, fiduciary responsibility, respect, the burden of pharmacogenomics knowledge for both the patient and healthcare provider and the pharmacist's ethical role in PGx-testing. Incorporating the patient's lived medication experience and ethics principles into PGx-based discussions of treatment can optimize the ethical, person-centered application of PGx testing to patient care.
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Affiliation(s)
- Timothy P Stratton
- University of Minnesota College of Pharmacy, Department of Pharmacy Practice and Pharmaceutical Sciences, Duluth, MN 55812, USA
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Chen C, Roberts MH, Raisch DW, Thompson TA, Bachyrycz A, Borrego ME. Preferences for pharmacogenomic testing in polypharmacy patients: a discrete choice experiment. Per Med 2022; 19:535-548. [PMID: 36317592 PMCID: PMC10859042 DOI: 10.2217/pme-2022-0056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Aim: To elicit preferences for pharmacogenomic (PGx) testing in polypharmacy patients. Materials & methods: A face-to-face discrete choice experiment survey was designed and administered to adult polypharmacy patients recruited at a local retail pharmacy in Albuquerque (NM, USA). Results: A total of 128 eligible polypharmacy patients completed the discrete choice experiment survey and significantly preferred a PGx test with lower cost, better confidentiality and higher certainty of identifying best medication/dose and side effects and one that can be used to advocate for their treatment needs (all p < 0.01). Conclusion: This is the first study eliciting preferences for PGx testing among polypharmacy patients. The study found most polypharmacy patients were willing to take a PGx test and their preferences were mostly influenced by test cost.
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Affiliation(s)
- Cheng Chen
- Department of Clinical Pharmacy, Center for Translational & Policy Research on Precision Medicine (TRANSPERS), University of California, San Francisco, CA 94143, USA
| | - Melissa H Roberts
- College of Pharmacy, The University of New Mexico, Albuquerque, NM 87131, USA
| | - Dennis W Raisch
- College of Pharmacy, The University of New Mexico, Albuquerque, NM 87131, USA
| | - Todd A Thompson
- College of Pharmacy, The University of New Mexico, Albuquerque, NM 87131, USA
| | - Amy Bachyrycz
- College of Pharmacy, The University of New Mexico, Albuquerque, NM 87131, USA
| | - Matthew E Borrego
- College of Pharmacy, The University of New Mexico, Albuquerque, NM 87131, USA
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Edris A, Callier E, Lahousse L. Precision medicine from a citizen perspective: a survey of public attitudes towards pharmacogenomics in Flanders. BMC Med Genomics 2022; 15:193. [PMID: 36096833 PMCID: PMC9466314 DOI: 10.1186/s12920-022-01308-7] [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: 07/05/2022] [Accepted: 07/06/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Personalized medicine is an emerging field, aiming to improve the safety and efficacy of pharmacotherapy. The field's implementation in clinical care is steadily increasing. Pharmacogenomics are one example of personalized approaches in the clinic and direct-to-consumer (DTC) pharmacogenomic tests have become publicly available. We aimed to assess public opinion on pharmacogenomic research and testing to foster integration within Belgian health care. METHODS A cross-sectional survey was created and disseminated online, focusing on the citizen perspective. Participants' willingness to engage in pharmacogenomic research was the primary outcome. In addition, their awareness, understanding, expectations and overall acceptance towards pharmacogenomic testing was investigated. RESULTS A total of 156 participants (54.5% aged between 18 and 30 years, 45.5% > 30 years; 73.1% females) completed the survey. Half ever experienced side effects (46.2%) and treatment failure (52.6%). Up to 45.5% (n = 71) were willing to participate in pharmacogenomics research, and the majority (78.8%) were convinced that pharmacogenomic tests could help doctors to prescribe them the right medications. Additionally, 76.3% (n = 118) supported a partial reimbursement of pharmacogenomics tests. A minority (5.1%, n = 8) of participants showed interest in DTC tests, and 15.4% (n = 24) expressed privacy concerns regarding pharmacogenomics testing. Participants preferred their healthcare professionals' to perform the test and access their data, but refused commercial providers. CONCLUSION Overall, participants showed a positive attitude towards precision medicine and pharmacogenomics research. Our findings may help guiding future pharmacogenomic implementation initiatives to optimize drug use by using pharmacogenomic information integrated within health care.
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Affiliation(s)
- Ahmed Edris
- Department of Bioanalysis, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000, Ghent, Belgium
| | - Evi Callier
- Department of Bioanalysis, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000, Ghent, Belgium
| | - Lies Lahousse
- Department of Bioanalysis, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000, Ghent, Belgium.
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Kusic D, Heil J, Zajic S, Brangan A, Dairo O, Smith G, Morales-Scheihing D, Buono RJ, Ferraro TN, Haroz R, Salzman M, Baston K, Bodofsky E, Sabia M, Resch A, Scheinfeldt LB. Patient Perceptions and Potential Utility of Pharmacogenetic Testing in Chronic Pain Management and Opioid Use Disorder in the Camden Opioid Research Initiative. Pharmaceutics 2022; 14:pharmaceutics14091863. [PMID: 36145611 PMCID: PMC9505214 DOI: 10.3390/pharmaceutics14091863] [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: 08/08/2022] [Revised: 08/29/2022] [Accepted: 09/02/2022] [Indexed: 11/16/2022] Open
Abstract
Pharmacogenetics (PGx) has the potential to improve opioid medication management. Here, we present patient perception data, pharmacogenetic data and medication management trends in patients with chronic pain (arm 1) and opioid use disorder (arm 2) treated at Cooper University Health Care in Camden City, NJ. Our results demonstrate that the majority of patients in both arms of the study (55% and 65%, respectively) are open to pharmacogenetic testing, and most (66% and 69%, respectively) believe that genetic testing has the potential to improve their medical care. Our results further support the potential for CYP2D6 PGx testing to inform chronic pain medication management for poor metabolizers (PMs) and ultrarapid metabolizers (UMs). Future efforts to implement PGx testing in chronic pain management, however, must address patient concerns about genetic test result access and genetic discrimination.
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Affiliation(s)
- Dara Kusic
- Coriell Institute for Medical Research, Camden, NJ 08103, USA
| | - Jessica Heil
- Coriell Institute for Medical Research, Camden, NJ 08103, USA
- Cooper University Health Care, Camden, NJ 08103, USA
| | - Stefan Zajic
- Coriell Institute for Medical Research, Camden, NJ 08103, USA
- GSK, Collegeville, PA 19426, USA
| | - Andrew Brangan
- Coriell Institute for Medical Research, Camden, NJ 08103, USA
- Geisinger, Danville, PA 17822, USA
| | - Oluseun Dairo
- Coriell Institute for Medical Research, Camden, NJ 08103, USA
- Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Gretchen Smith
- Coriell Institute for Medical Research, Camden, NJ 08103, USA
| | | | - Russell J. Buono
- Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | | | - Rachel Haroz
- Cooper University Health Care, Camden, NJ 08103, USA
- Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Matthew Salzman
- Cooper University Health Care, Camden, NJ 08103, USA
- Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Kaitlan Baston
- Cooper University Health Care, Camden, NJ 08103, USA
- Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Elliot Bodofsky
- Cooper University Health Care, Camden, NJ 08103, USA
- Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Michael Sabia
- Cooper University Health Care, Camden, NJ 08103, USA
- Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Alissa Resch
- Coriell Institute for Medical Research, Camden, NJ 08103, USA
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11
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Martin JL, Lee YM, Corbin LW, Colson R, Aquilante CL. Patients' perspectives of a pharmacist-provided clinical pharmacogenomics service. Pharmacogenomics 2022; 23:463-474. [PMID: 35469451 DOI: 10.2217/pgs-2022-0013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Aim: To assess the perspectives and experiences of patients who participated in a pharmacist-provided clinical pharmacogenomics (PGx) service. Methods: We conducted individual semistructured interviews with 16 patients who received a pharmacist-provided PGx service. Qualitative data were analyzed to identify pertinent themes. Results: The major themes identified were: heterogeneity of patient PGx experiences and preferences, pharmacists as appropriate providers of PGx services, considerations regarding the use of PGx results in routine healthcare, and perceived applications of PGx testing. Theme-derived considerations included the need to establish appropriate pre-genotyping expectations, individualize patient education, facilitate collaboration with patients' providers and sustainably update patients' PGx information over time. Conclusion: Patient-specific perspectives such as these are important to consider when providing clinical PGx services, with intention of optimizing patient experiences.
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Affiliation(s)
- James L Martin
- Department of Pharmaceutical Sciences, University of Colorado, Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Yee Ming Lee
- Department of Clinical Pharmacy, University of Colorado, Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Lisa W Corbin
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Ronald Colson
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Christina L Aquilante
- Department of Pharmaceutical Sciences, University of Colorado, Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
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12
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Berrios C, Sadaro SK, Sandritter T, Wagner JA, Soden S, Black B, Abdel-Rahman S. Parental understanding and attitudes following pharmacogenomic testing for pediatric neuropsychiatric patients. Pharmacogenomics 2022; 23:345-354. [DOI: 10.2217/pgs-2022-0002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: This study explores parental understanding and attitudes around pharmacogenomic results in their child(ren). Patients and methods: In-depth interviews with parents whose child(ren) had received a pharmacogenomic testing panel for management of neuropsychiatric medications were completed. Interviews were analyzed for themes and accuracy of understanding of results. Results: In 18 parents interviewed, 49/63 (78%) of statements made regarding results were accurate. Differences in understanding were seen by clinic, number of medications and result type. Parents expected results to guide prescribing and perceived the greatest utility in results that could impact current care. Results predicting normal drug metabolism may create mixed feelings. Conclusion: Parents perceive utility in pharmacogenomic testing for their children. Challenges exist in understanding probabilistic and multifactorial information about pharmacogenomic results.
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Affiliation(s)
- Courtney Berrios
- Genomic Medicine Center, Children's Mercy, Kansas City, MO 64108, USA
- School of Medicine, University of Missouri Kansas City, Kansas City, MO 64108, USA
| | - Sophia K Sadaro
- Genomic Medicine Center, Children's Mercy, Kansas City, MO 64108, USA
| | - Tracy Sandritter
- Clinical Pharmacology, Toxicology, & Therapeutic Innovation, Children's Mercy, Kansas City, MO 64108, USA
- School of Pharmacy, University of Missouri Kansas City, Kansas City, MO 64108, USA
| | - Jennifer A Wagner
- School of Medicine, University of Missouri Kansas City, Kansas City, MO 64108, USA
- Clinical Pharmacology, Toxicology, & Therapeutic Innovation, Children's Mercy, Kansas City, MO 64108, USA
| | - Sarah Soden
- School of Medicine, University of Missouri Kansas City, Kansas City, MO 64108, USA
- Developmental & Behavioral Sciences, Children's Mercy, Kansas City, MO 64108, USA
| | - Benjamin Black
- The Thompson Center for Autism & Neurodevelopmental Disorders, University of Missouri, Columbia, MO 65201, USA
| | - Susan Abdel-Rahman
- Clinical Pharmacology, Toxicology, & Therapeutic Innovation, Children's Mercy, Kansas City, MO 64108, USA
- School of Pharmacy, University of Missouri Kansas City, Kansas City, MO 64108, USA
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13
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Allen JD, Pittenger AL, Bishop JR. A Scoping Review of Attitudes and Experiences with Pharmacogenomic Testing among Patients and the General Public: Implications for Patient Counseling. J Pers Med 2022; 12:jpm12030425. [PMID: 35330430 PMCID: PMC8953117 DOI: 10.3390/jpm12030425] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/02/2022] [Accepted: 03/03/2022] [Indexed: 12/16/2022] Open
Abstract
The use of pharmacogenomic (PGx) tests is increasing, but there are not standard approaches to counseling patients on their implications or results. To inform approaches for patient counseling, we conducted a scoping review of published literature on patient experiences with PGx testing and performed a thematic analysis of qualitative and quantitative reports. A structured scoping review was conducted using Joanna Briggs Institute guidance. The search identified 37 articles (involving n = 6252 participants) published between 2010 and 2021 from a diverse range of populations and using a variety of study methodologies. Thematic analysis identified five themes (reasons for testing/perceived benefit, understanding of results, psychological response, impact of testing on patient/provider relationship, concerns about testing/perceived harm) and 22 subthemes. These results provide valuable context and potential areas of focus during patient counseling on PGx. Many of the knowledge gaps, misunderstandings, and concerns that participants identified could be mitigated by pre- and post-test counseling. More research is needed on patients’ PGx literacy needs, along with the development of a standardized, open-source patient education curriculum and the development of validated PGx literacy assessment tools.
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Affiliation(s)
- Josiah D. Allen
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA;
- Medigenics Consulting, LLC, Minneapolis, MN 55407, USA
| | - Amy L. Pittenger
- Department of Pharmaceutical Care and Health Systems, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA;
| | - Jeffrey R. Bishop
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA;
- Department of Psychiatry and Behavioral Sciences, Medical School, University of Minnesota, Minneapolis, MN 55455, USA
- Correspondence:
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14
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Zubiaur P, Prósper-Cuesta DN, Novalbos J, Mejía-Abril G, Navares-Gómez M, Villapalos-García G, Soria-Chacartegui P, Abad-Santos F. Patients’ Perceptions of Pharmacogenetic Testing and Access to Their Results: State of the Art in Spain and Systematic Review. J Pers Med 2022; 12:jpm12020270. [PMID: 35207758 PMCID: PMC8879541 DOI: 10.3390/jpm12020270] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 01/25/2022] [Accepted: 02/09/2022] [Indexed: 12/10/2022] Open
Abstract
The process of clinical pharmacogenetics implementation depends on patients’ and general population’s perceptions. To date, no study has been published addressing Spanish patients’ opinions on pharmacogenetic testing, the availability of the results, and the need for signing informed consent. In this work, we contacted 146 patients that had been previously genotyped at our laboratory and 46 healthy volunteers that had participated in a bioequivalence clinical trial at the Clinical Pharmacology Department of Hospital Universitario de La Princesa and consented to pharmacogenetic testing for research purposes. From the latter, 108 and 34, respectively, responded to the questionnaire (i.e., a response rate of 74%); Participants were scheduled for a face-to-face, telephone, or videoconference interview and were asked a total of 27 questions in Spanish. Great or almost complete acceptance of pharmacogenetic testing was observed (99.3%), age and university education level being the main predictors of acceptance rates and understanding (multivariate analysis, p = 0.004, R2 = 0.17, age being inversely proportional to acceptance rates and understanding and university level being related to higher acceptance rates and understanding compared to other education levels). Mixed perceptions were observed on the requirement of written informed consent (55.6% in favor); therefore, it seems recommendable to continue requesting it for the upcoming years until more perceptions are collected. The majority of participants (95.8%) preferred storing pharmacogenetic results in medical records rather than in electronic sources (55.6%) and highly agreed with the possibility of carrying their results on a portable card (91.5%). Patients agreed to broad genetic testing, including biomarkers unrelated to their disease (93.7%) or with little clinically relevant evidence (94.4%). Patients apparently rely on clinician’s or pharmacogeneticist’s interpretation and seem, therefore, open to the generation of ethically challenging information. Finally, although most patients (68.3%) agreed with universal population testing, some were reluctant, probably due to the related costs and sustainability of the Spanish Health System. This was especially evident in the group of patients who were older and with a likely higher proportion of pensioners.
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Affiliation(s)
- Pablo Zubiaur
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain; (D.N.P.-C.); (J.N.); (G.M.-A.); (M.N.-G.); (G.V.-G.); (P.S.-C.)
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28006 Madrid, Spain
- Correspondence: (P.Z.); (F.A.-S.); Tel.: +34-915202425 (P.Z. & F.A.-S.); Fax: +34-915202540 (P.Z. & F.A.-S.)
| | - David Nicolás Prósper-Cuesta
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain; (D.N.P.-C.); (J.N.); (G.M.-A.); (M.N.-G.); (G.V.-G.); (P.S.-C.)
| | - Jesús Novalbos
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain; (D.N.P.-C.); (J.N.); (G.M.-A.); (M.N.-G.); (G.V.-G.); (P.S.-C.)
| | - Gina Mejía-Abril
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain; (D.N.P.-C.); (J.N.); (G.M.-A.); (M.N.-G.); (G.V.-G.); (P.S.-C.)
| | - Marcos Navares-Gómez
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain; (D.N.P.-C.); (J.N.); (G.M.-A.); (M.N.-G.); (G.V.-G.); (P.S.-C.)
| | - Gonzalo Villapalos-García
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain; (D.N.P.-C.); (J.N.); (G.M.-A.); (M.N.-G.); (G.V.-G.); (P.S.-C.)
| | - Paula Soria-Chacartegui
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain; (D.N.P.-C.); (J.N.); (G.M.-A.); (M.N.-G.); (G.V.-G.); (P.S.-C.)
| | - Francisco Abad-Santos
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Universidad Autónoma de Madrid (UAM), Instituto de Investigación Sanitaria La Princesa (IP), 28006 Madrid, Spain; (D.N.P.-C.); (J.N.); (G.M.-A.); (M.N.-G.); (G.V.-G.); (P.S.-C.)
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, 28006 Madrid, Spain
- Correspondence: (P.Z.); (F.A.-S.); Tel.: +34-915202425 (P.Z. & F.A.-S.); Fax: +34-915202540 (P.Z. & F.A.-S.)
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15
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Lee G, Varughese LA, Conway L, Stojinski C, Ashokkumar S, Monono K, Matthai W, Kolansky DM, Giri J, Tuteja S. Attitudes toward pharmacogenetics in patients undergoing CYP2C19 testing following percutaneous coronary intervention. Per Med 2022; 19:93-101. [PMID: 34984913 DOI: 10.2217/pme-2021-0064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Aim: Patient knowledge and attitudes toward pharmacogenetic (PGx) testing may impact adoption of clinical testing. Methods: Questionnaires regarding knowledge, attitudes and ethics of PGx testing were distributed to 504 patients enrolled in the ADAPT study conducted at two urban hospitals in Philadelphia, Pennsylvania, USA. Responses were assessed using multivariable logistic regression. Results: 311 completed the survey (62% response rate). 74% were unaware of PGx testing, but 79% indicated using PGx results to predict medication efficacy was important. In a multivariable model, higher education level (p = 0.031) and greater genetics knowledge (p < 0.001) were associated with more positive attitudes toward PGx testing. Conclusion: Greater patient knowledge of genetics was associated with a more positive attitude toward PGx testing, indicating that educational strategies aimed at increasing genetics knowledge may enhance adoption of PGx testing in the clinic.
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Affiliation(s)
- Grace Lee
- Department of Genetic Counseling, Arcadia University, Glenside, PA, USA
| | - Lisa A Varughese
- Division of Translational Medicine & Human Genetics, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Laura Conway
- Department of Genetic Counseling, Arcadia University, Glenside, PA, USA.,Division of Translational Medicine & Human Genetics, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Carol Stojinski
- Department of Medicine, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Sandhya Ashokkumar
- Department of Medicine, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Karen Monono
- Division of Translational Medicine & Human Genetics, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - William Matthai
- Cardiovascular Medicine Division, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Daniel M Kolansky
- Cardiovascular Medicine Division, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Jay Giri
- Cardiovascular Medicine Division, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.,Penn Cardiovascular Outcomes, Quality, & Evaluative Research Center & the Leonard Davis Institute of Health Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Sony Tuteja
- Division of Translational Medicine & Human Genetics, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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16
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Qureshi S, Latif A, Condon L, Akyea RK, Kai J, Qureshi N. Understanding the barriers and enablers of pharmacogenomic testing in primary care: a qualitative systematic review with meta-aggregation synthesis. Pharmacogenomics 2022; 23:135-154. [PMID: 34911350 PMCID: PMC8759425 DOI: 10.2217/pgs-2021-0131] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Introduction: Pharmacogenomic testing can indicate which drugs may have limited therapeutic action or lead to adverse effects, hence guiding rational and safe prescribing. However, in the UK and other countries, there are still significant barriers to implementation of testing in primary care. Objective: This systematic review presents the barriers and enablers to the implementation of pharmacogenomics in primary care setting. Materials & methods: MEDLINE, EMBASE, PsycINFO and CINAHL databases were searched through to July 2020 for studies that reported primary qualitative data of primary care professionals and patient views. Following screening, data extraction and quality assessment, data synthesis was undertaken using meta-aggregation based on the theoretical domain's framework (TDF). Confidence in the synthesized findings relating to credibility and dependability was established using CONQual. Eligible papers were categorized into six TDF domains - knowledge; social and professional roles; behavioral regulation; beliefs and consequences; environmental context and resources; and social influences. Results: From 1669 citations, eighteen eligible studies were identified across seven countries, with a sample size of 504 participants including both primary care professionals and patients. From the data, 15 synthesized statements, all with moderate CONQual rating emerged. These categories range from knowledge, awareness among Primary Care Physicians and patients, professional relationships, negative impact of PGx, belief that PGx can reduce adverse drug reactions, clinical evidence, cost-effectiveness, informatics, reporting issues and social issues. Conclusion: Through use of TDF, fifteen synthesized statements provide policymakers with valuable recommendations for the implementation of pharmacogenomics in primary care. In preparation, policymakers need to consider the introduction of effective educational strategies for both PCPs and patients to raise knowledge, awareness, and engagement. The actual introduction of PGx will require reorganization with decision support tools to aid use of PGx in primary care, with a clear delegation of roles and responsibilities between general professionals and pharmacists supplemented by a local pool of experts. Furthermore, policy makers need to address the cost effectiveness of pharmacogenomics and having appropriate infrastructure supporting testing and interpretation including informatic solutions for utilizing pharmacogenomic results.
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Affiliation(s)
- Sadaf Qureshi
- NHS Derby & Derbyshire Clinical Commissioning Group, Medicines Management,10 Nottingham Road, Derby, DE1 3QT, UK,Author for correspondence:
| | - Asam Latif
- School of Health Sciences, University Park, University of Nottingham, NG2 7RD, UK
| | - Laura Condon
- Primary Care Stratified Medicine Research Group (PRISM), School of Medicine, University Park, University of Nottingham, NG2 7RD, UK
| | - Ralph K Akyea
- Primary Care Stratified Medicine Research Group (PRISM), School of Medicine, University Park, University of Nottingham, NG2 7RD, UK
| | - Joe Kai
- Primary Care Stratified Medicine Research Group (PRISM), School of Medicine, University Park, University of Nottingham, NG2 7RD, UK
| | - Nadeem Qureshi
- Primary Care Stratified Medicine Research Group (PRISM), School of Medicine, University Park, University of Nottingham, NG2 7RD, UK
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17
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Cacabelos R, Naidoo V, Corzo L, Cacabelos N, Carril JC. Genophenotypic Factors and Pharmacogenomics in Adverse Drug Reactions. Int J Mol Sci 2021; 22:ijms222413302. [PMID: 34948113 PMCID: PMC8704264 DOI: 10.3390/ijms222413302] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 12/05/2021] [Accepted: 12/06/2021] [Indexed: 02/06/2023] Open
Abstract
Adverse drug reactions (ADRs) rank as one of the top 10 leading causes of death and illness in developed countries. ADRs show differential features depending upon genotype, age, sex, race, pathology, drug category, route of administration, and drug–drug interactions. Pharmacogenomics (PGx) provides the physician effective clues for optimizing drug efficacy and safety in major problems of health such as cardiovascular disease and associated disorders, cancer and brain disorders. Important aspects to be considered are also the impact of immunopharmacogenomics in cutaneous ADRs as well as the influence of genomic factors associated with COVID-19 and vaccination strategies. Major limitations for the routine use of PGx procedures for ADRs prevention are the lack of education and training in physicians and pharmacists, poor characterization of drug-related PGx, unspecific biomarkers of drug efficacy and toxicity, cost-effectiveness, administrative problems in health organizations, and insufficient regulation for the generalized use of PGx in the clinical setting. The implementation of PGx requires: (i) education of physicians and all other parties involved in the use and benefits of PGx; (ii) prospective studies to demonstrate the benefits of PGx genotyping; (iii) standardization of PGx procedures and development of clinical guidelines; (iv) NGS and microarrays to cover genes with high PGx potential; and (v) new regulations for PGx-related drug development and PGx drug labelling.
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Affiliation(s)
- Ramón Cacabelos
- Department of Genomic Medicine, International Center of Neuroscience and Genomic Medicine, EuroEspes Biomedical Research Center, Bergondo, 15165 Corunna, Spain
- Correspondence: ; Tel.: +34-981-780-505
| | - Vinogran Naidoo
- Department of Neuroscience, International Center of Neuroscience and Genomic Medicine, EuroEspes Biomedical Research Center, Bergondo, 15165 Corunna, Spain;
| | - Lola Corzo
- Department of Medical Biochemistry, International Center of Neuroscience and Genomic Medicine, EuroEspes Biomedical Research Center, Bergondo, 15165 Corunna, Spain;
| | - Natalia Cacabelos
- Department of Medical Documentation, International Center of Neuroscience and Genomic Medicine, EuroEspes Biomedical Research Center, Bergondo, 15165 Corunna, Spain;
| | - Juan C. Carril
- Departments of Genomics and Pharmacogenomics, International Center of Neuroscience and Genomic Medicine, EuroEspes Biomedical Research Center, Bergondo, 15165 Corunna, Spain;
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18
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Meagher KM, Stuttgen Finn K, Curtis SH, Borucki J, Beck AT, Cheema AW, Sharp RR. Lay understandings of drug-gene interactions: The right medication, the right dose, at the right time, but what are the right words? Clin Transl Sci 2021; 15:721-731. [PMID: 34755460 PMCID: PMC8932688 DOI: 10.1111/cts.13193] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 09/15/2021] [Accepted: 10/30/2021] [Indexed: 11/28/2022] Open
Abstract
As pharmacogenomic (PGx) testing increases in popularity, lay concepts of drug‐gene interactions set the stage for shared decision making in precision medicine. Few studies explore what recipients of PGx results think is happening in their bodies when a drug‐gene interaction is discovered. To characterize biobank participants’ understanding of PGx research results, we conducted a focus group study, which took place after PGx variants conferring increased risk of dihydropyrimidine dehydrogenase (DPD) deficiency were disclosed to biobank contributors. DPD deficiency confers an increased risk of adverse reaction to commonly used cancer chemotherapeutics. Ten focus groups were conducted, ranging from two to eight participants. Fifty‐four individuals participated in focus groups. A framework approach was used for descriptive and explanatory analysis. Descriptive themes included participants’ efforts to make sense of PGx findings as they related to: (1) health implications, (2) drugs, and (3) genetics. Explanatory analysis supplied a functional framework of how participant word choices can perform different purposes in PGx communication. Results bear three main implications for PGx research‐related disclosure. First, participants’ use of various terms suggest participants generally understanding their PGx results, including how positive PGx results differ from positive disease susceptibility genetic results. Second, PGx disclosure in biobanking can involve participant conflation of drug‐gene interactions with allergies or other types of medical reactions. Third, the functional framework suggests a need to move beyond a deficit model of genetic literacy in PGx communication. Together, findings provide an initial evidence base for supporting bidirectional expert‐recipient PGx results communication.
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Affiliation(s)
- Karen M Meagher
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Susan H Curtis
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, Minnesota, USA
| | - Jack Borucki
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, Minnesota, USA
| | - Annika T Beck
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, Minnesota, USA
| | - Amal W Cheema
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, Minnesota, USA
| | - Richard R Sharp
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, Minnesota, USA
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19
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Underrepresented patient views and perceptions of personalized medication treatment through pharmacogenomics. NPJ Genom Med 2021; 6:90. [PMID: 34725343 PMCID: PMC8560901 DOI: 10.1038/s41525-021-00253-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 10/04/2021] [Indexed: 11/10/2022] Open
Abstract
Within an institutional pharmacogenomics implementation program, we surveyed 463 outpatients completing preemptive pharmacogenomic testing whose genetic results were available to providers for guiding medication treatment. We compared views and experiences from self-reported White and Black patients, including education level as a covariate across analyses. Black patients were less confident about whether their providers made personalized treatment decisions, and overwhelmingly wanted a greater role for their genetic information in clinical care. Both groups similarly reported that providers asked their opinions regarding medication changes, but White patients were more likely (59% vs. 49%, P = 0.005) to discuss the impact of personal/genetic makeup on medication response with providers, and Black patients reported initiating such discussions much less frequently (4% vs. 15%, P = 0.037). Opportunities exist for enhanced communication with underrepresented patients around personalized care. Tailored communication strategies and development of support tools employed in diverse healthcare settings may facilitate pharmacogenomically guided medication treatment that equitably benefits minority patient populations.
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20
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Horrow C, Pacyna JE, Lee MK, Sharp RR. Measuring Attitudes About Genomic Medicine: Validation of the Genomic Orientation Scale (GO Scale). VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2021; 24:1030-1037. [PMID: 34243827 DOI: 10.1016/j.jval.2021.02.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 01/15/2021] [Accepted: 02/01/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVES Assessing public attitudes about genomic medicine is critical for anticipating patient receptivity to clinical applications of genomics. Although scholars have highlighted the importance of assessing stakeholder opinions and views regarding advances in clinical genomics, to date there has not been a robust tool for measuring these attitudes. We designed a study to evaluate the validity of an instrument we developed for measuring attitudes about genomic medicine. METHODS We used psychometric methods to validate the Genomic Orientation Scale (GO Scale). Our goal was to create an easy-to-use tool for evaluating positive and negative attitudes about genomic medicine. RESULTS We describe the validation testing of the GO Scale in a nationally representative sample of 1536 individuals residing in the United States. We report results from convergent and divergent validity testing and Rasch modeling analysis. The study produced a 26-item scale with 2 dimensions-optimism and pessimism. CONCLUSIONS The GO Scale may be used to characterize attitudinal perspectives among patients, clinicians, and the public. The GO Scale may also be useful in evaluating shifts in attitude over time, for example, following educational interventions, which has not been feasible to date.
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Affiliation(s)
- Caroline Horrow
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN, USA
| | - Joel E Pacyna
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN, USA
| | - Minji K Lee
- Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA
| | - Richard R Sharp
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN, USA.
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21
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Abstract
OBJECTIVES We built a novel mock pharmacogenomics web portal to deliver pharmacogenomic information and results to patients. Utilizing a patient focus group, we then sought to understand patient insights on desired features of an effective pharmacogenomics patient portal. METHODS The mock YourPGx Portal delivered four sample pharmacogenomic results (omeprazole, simvastatin, clopidogrel, and codeine). Patients from our existing institutional, prospective pharmacogenomics implementation study were recruited to pilot the mock portal and then asked to participate in a focus group discussion led by two facilitators. All patients had been previously genotyped, but none had been directly provided access to their own genotyping results and none had previously used the YourPGx portal. The focus group discussion explored nine domains: (1) factors influencing drug response, (2) concerns about drug effects, (3) understanding of genomics and pharmacogenomics, (4) reasons to undergo pharmacogenomic testing, (5) sources of pharmacogenomic information for patient education, (6) attributes of pharmacogenomic sources of information, (7) considerations about privacy and personal pharmacogenomic information, (8) sharing of pharmacogenomic information, and (9) features of an effective patient portal. RESULTS The median age of patients (n = 10) was 65.5 years old (range 38-72), 70% female, 50% Caucasian/30% Black, and 60% held a bachelor/advanced degree. When asked about resources for seeking pharmacogenomic information, patients preferred consulting their providers first, followed by self-education, then using information provided by university research organizations. A theme emerged regarding attributes of these sources, namely a desire for understandability and trust. Patients said that the effectiveness of a pharmacogenomics patient portal is improved with use of symbolisms/graphics and clear and concise content. Effective use of colors, quantifying information, consistency, and use of layperson's language were additional important facets. Patients communicated the appeal of secured phone/app-enabled access and said that they would desire linking to their electronic medical records to allow sharing of information with different members of their healthcare team. CONCLUSIONS Patients named providers as their primary source of pharmacogenomic information, but a pharmacogenomics patient portal that is carefully constructed to incorporate desired features may be a favorable tool to effectively deliver pharmacogenomic information and results to patients.
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22
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Determeyer P, Crowder J, O'Mahony E, Esquivel B, Atwal H, Atwal PS, Rogers SL. Application of the community dialogues method to identify ethical values and priorities related to pharmacogenomics. Pharmacogenomics 2021; 22:693-701. [PMID: 34114883 DOI: 10.2217/pgs-2021-0017] [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: 11/21/2022] Open
Abstract
Given the expansion of genetics in medicine, there is a growing need to develop approaches to engage patients in understanding how genetics affects their health. Various qualitative methods have been applied to gain a deeper understanding of patient perspectives in topics related to genetics. Community dialogues (CD) are a bi-directional research method that invites community members to discuss a pertinent, challenging topic over the course of a multi-week period and the community members openly discuss their positions on the topic. Authors discuss the first application of the CD method to the topic of pharmacogenetics testing. Additional CD are needed to engage diverse participant populations on this topic to improve genetics literacy, enhance physician engagement and drive policy change.
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Affiliation(s)
| | - Jerome Crowder
- College of Medicine, University of Houston, Houston, TX 77004, USA
| | | | | | - Herjot Atwal
- Genomic & Personalized Medicine, Atwal Clinic, Palm Beach, FL 33480, USA
| | - Paldeep S Atwal
- Genomic & Personalized Medicine, Atwal Clinic, Palm Beach, FL 33480, USA
| | - Sara L Rogers
- American Society of Pharmacovigilance, Houston, TX 77225, USA
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Stancil SL, Berrios C, Abdel-Rahman S. Adolescent perceptions of pharmacogenetic testing. Pharmacogenomics 2021; 22:335-343. [PMID: 33849282 PMCID: PMC8173518 DOI: 10.2217/pgs-2020-0177] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 03/05/2021] [Indexed: 11/21/2022] Open
Abstract
Background: Despite the expansion of pharmacogenetics (PGx), the views of pediatric patients remain unknown. This study explores adolescents' understanding and perceptions of PGx testing. Methods: Adolescents who had PGx testing were interviewed and their electronic health records were reviewed. Results: Adolescents accurately described reason for testing and most felt the results impacted their current and future care. None perceived risks to securing future employment or insurance. All felt PGx would benefit their peers. Conclusion: Adolescents understand the reasons for PGx and perceive testing to be useful, low risk and applicable to peers. Findings from this study advocate for the inclusion of adolescents in shared decision-making regarding testing and for active engagement in the discussion of results.
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Affiliation(s)
- Stephani L Stancil
- Division of Adolescent Medicine, Children’s Mercy Kansas City, MO 64108, USA
- Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Children’s Mercy Kansas City, MO 64108, USA
- Department of Pediatrics, University of Missouri-Kansas City School of Medicine, MO 64108, USA
| | - Courtney Berrios
- Genomic Medicine Center, Children’s Mercy Kansas City, MO 64108, USA
| | - Susan Abdel-Rahman
- Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Children’s Mercy Kansas City, MO 64108, USA
- Department of Pediatrics, University of Missouri-Kansas City School of Medicine, MO 64108, USA
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24
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Manzor Mitrzyk B, Plegue MA, Kadri R, Danak SU, Hubbard JD, Kaip EA, Roberson DN, Ellingrod VL, Farris KB, Ruffin MT, Klinkman MS, Buis LR. Pharmacogenomic testing for mental health (Part I): documenting early adopter perceptions of use for eight scenarios. Per Med 2021; 18:223-232. [PMID: 33728966 DOI: 10.2217/pme-2020-0083] [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: 11/21/2022]
Abstract
Aim: We sought to understand how early adopters used pharmacogenomic (PGx) testing for treating depression and attention deficient hyperactivity disorder (ADHD). Patients & methods: We conducted a phone survey with prescribers who had previously ordered an Informed PGx (Progenity, Inc., MI, USA) test. Results: We identified 1037 prescribers in our sampling period. Respondents (n = 64) were predominantly female (61.5%) and in pediatrics (n = 42; 64.6%). PGx testing was used for multiple scenarios (mean 3.3 ± 1.6); the most common was after no response to medication was observed (80%; 51/64). Most respondents state that test results typically reveal an altered metabolizer status. Conclusion: PGx test results ordered by early adopters often reveal altered metabolizers which leads them to change the depression/ADHD medication regimen. Future work should evaluate the clinical utility of PGx testing for depression/ADHD treatment.
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Affiliation(s)
| | - Melissa A Plegue
- Department of Family Medicine, University of Michigan, Ann Arbor, MI 48104, USA
| | - Reema Kadri
- Department of Family Medicine, University of Michigan, Ann Arbor, MI 48104, USA
| | - Shivang U Danak
- Department of Internal Medicine, Northeast Georgia Health System, Gainesville, GA 30501, USA
| | - Joseph D Hubbard
- College of Pharmacy, University of Michigan, Ann Arbor, MI 48109, USA
| | - Emily A Kaip
- College of Pharmacy, University of Michigan, Ann Arbor, MI 48109, USA
| | - Dana N Roberson
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Vicki L Ellingrod
- College of Pharmacy, University of Michigan, Ann Arbor, MI 48109, USA
| | - Karen B Farris
- College of Pharmacy, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mack T Ruffin
- Department of Family & Community Medicine, Milton S. Hershey Medical Center, Penn State Health, Hershey, PA 17033, USA
| | - Michael S Klinkman
- Department of Family Medicine, University of Michigan, Ann Arbor, MI 48104, USA
| | - Lorraine R Buis
- Department of Family Medicine, University of Michigan, Ann Arbor, MI 48104, USA
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25
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Meagher KM, Curtis SH, Borucki S, Beck A, Srinivasan T, Cheema A, Sharp RR. Communicating unexpected pharmacogenomic results to biobank contributors: A focus group study. PATIENT EDUCATION AND COUNSELING 2021; 104:242-249. [PMID: 32919825 DOI: 10.1016/j.pec.2020.08.023] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 07/08/2020] [Accepted: 08/19/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVES The goals of this study were to explore 1) the impact of returning unexpected pharmacogenomic (PGx) results to biobank contributors, and 2) participant views about improving communication. METHODS We conducted a qualitative focus group study with biobank participants (N = 54) who were notified by mail of an individual research result indicating increased risk for adverse events associated with the common cancer drug 5-fluorouracil (5-FU). We employed a framework approach for analysis. RESULTS Our results revealed three themes illustrating participants' questions and uncertainty, especially regarding how to share results with health providers and family members, and remember them over time. Participants valued results for themselves and others, and for the future of medicine. Risk perception was framed by health identity. "Toxicity narratives," or familiarity with another's adverse reaction to chemotherapy, increased the sense of importance participants reported. CONCLUSION These focus group results highlight research participant remaining questions and high valuation of PGx results, even when unexpected. PRACTICE IMPLICATIONS We identify PGx research participants' needs for clear clinical translation messaging that attends to health identity, pragmatics of sharing information with family members, and patient perceptions of barriers to transferring research results to a clinical context.
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Affiliation(s)
- Karen M Meagher
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, USA
| | - Susan H Curtis
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, USA
| | | | - Annika Beck
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, USA
| | | | - Amal Cheema
- Geisel School of Medicine, Dartmouth College, Hanover, USA
| | - Richard R Sharp
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, USA.
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26
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Liko I, Lai E, Griffin RJ, Aquilante CL, Lee YM. Patients’ Perspectives on Psychiatric Pharmacogenetic
Testing. PHARMACOPSYCHIATRY 2020; 53:256-261. [DOI: 10.1055/a-1183-5029] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Abstract
Introduction There is growing interest to adopt pharmacogenetic (PGx)
testing in psychiatric medicine, despite mixed views regarding its clinical
utility. Nevertheless, providers are utilizing PGx testing among patients
with mental health disorders. This study sought to assess genotyped
patients’ perspectives and experiences with psychiatric PGx
testing.
Methods Individual semi-structured interviews were conducted among
patients with depression who had undergone psychiatric PGx testing. The
audio-recorded interviews were transcribed and analyzed inductively and
deductively for salient themes.
Results Twenty patients (100% Caucasian, 60% female,
mean age 39±18 years) were interviewed. The majority of the PGx
tests were provider-initiated for patients who failed multiple
pharmacotherapies (50%) and/or had medication intolerances
(45%). Patients’ pre-testing expectations ranged from
hopefulness to indifference to skepticism. Their post-testing experiences
varied from optimism to disappointment, with the perceived value of the test
influenced by the results and cost of the test.
Discussion Genotyped patients had mixed perspectives, expectations,
and experiences with psychiatric PGx testing. Their perceived value of the
test was influenced by the test outcomes and its cost.
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Affiliation(s)
- Ina Liko
- Department of Pharmaceutical Sciences, University of Colorado, Skaggs
School of Pharmacy and Pharmaceutical Sciences, Aurora, Colorado,
USA
| | - Erika Lai
- University of Colorado, Skaggs School of Pharmacy and Pharmaceutical
Sciences, Aurora, Colorado, USA
| | - Rachel J. Griffin
- University of Colorado Johnson Depression Center, Aurora, Colorado,
USA
| | - Christina L. Aquilante
- Department of Pharmaceutical Sciences, University of Colorado, Skaggs
School of Pharmacy and Pharmaceutical Sciences, Aurora, Colorado,
USA
| | - Yee Ming Lee
- Department of Clinical Pharmacy, University of Colorado, Skaggs School
of Pharmacy and Pharmaceutical Sciences, Aurora, Colorado, USA
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27
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Stegelmeier J, Nartker C, Barnes C, Rayo H, Hoover R, Boyle J, O’Connor S, Barrott J. Rural Community Perceptions and Interests in Pharmacogenomics. Healthcare (Basel) 2020; 8:E159. [PMID: 32516951 PMCID: PMC7348789 DOI: 10.3390/healthcare8020159] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 05/20/2020] [Accepted: 06/03/2020] [Indexed: 12/11/2022] Open
Abstract
Pharmacogenomics testing is a rapidly expanding field with increasing importance to individualized patient care. However, it remains unclear whether the general public in rural areas would be willing to engage in this service. The objective of this survey was to determine rural community-dwelling members' perceptions of pharmacogenomics. A questionnaire was developed consisting of five Likert-style questions on knowledge and perceptions of pharmacogenomics, a single multiple-choice question on cost of testing, and a free-response question. Two cohorts received the same questionnaire: attendees at a university-sponsored health fair and patients presenting to two independent community pharmacies in southeastern Idaho. While both showed positive reception to the implementation and value of pharmacogenomics, those at the health fair were more in favor of pharmacogenomics, suggesting a need for greater outreach and education to the general public. The findings suggest that interest of rural community-dwelling individuals may be amenable to the expansion of pharmacogenomics testing.
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Affiliation(s)
| | | | | | | | | | | | | | - Jared Barrott
- College of Pharmacy, Idaho State University, 921 S. 8th Ave., Pocatello, ID 83201, USA; (J.S.); (C.N.); (C.B.); (H.R.); (R.H.); (J.B.); (S.O.)
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28
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Roman YM, Dixon DL, Salgado TM, Price ET, Zimmerman KM, Sargent L, Slattum PW. Challenges in pharmacotherapy for older adults: a framework for pharmacogenomics implementation. Pharmacogenomics 2020; 21:627-635. [PMID: 32425117 DOI: 10.2217/pgs-2019-0198] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Older adults are at high risk for inappropriate prescribing, developing polypharmacy, adverse drug events and poor treatment outcomes due to multimorbidity and geriatric syndromes. Pharmacogenomics could allow healthcare professionals to provide optimal patient care while minimizing the risk of adverse drug events and simplifying complex medication regimens. The implementation of pharmacogenomics in geriatrics medicine requires a broad multilayered bottom-up approach. These include curriculum redesign, rethinking experiential education and patient and provider education. There are barriers associated with adopting pharmacogenomics into clinical practice. These barriers may include economic factors, workflow and informatics support. However, addressing these barriers primarily requires creating a culture of innovative practices in patient care, ongoing interprofessional continuing education and an interdisciplinary approach for patient care.
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Affiliation(s)
- Youssef M Roman
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Dave L Dixon
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA.,Center for Pharmacy Practice Innovation, Richmond, VA 23298, USA
| | - Teresa M Salgado
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA.,Center for Pharmacy Practice Innovation, Richmond, VA 23298, USA
| | - Elvin T Price
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA.,Institute for Inclusion, Inquiry & Innovation (iCubed): Health & Wellness in Aging Populations Core, Richmond, VA 23298, USA
| | - Kristin M Zimmerman
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA.,Center for Pharmacy Practice Innovation, Richmond, VA 23298, USA
| | - Lana Sargent
- School of Nursing, Virginia Commonwealth University, Richmond, VA 232398, USA
| | - Patricia W Slattum
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA
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29
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Pharmacogenomic (PGx) Counseling: Exploring Participant Questions about PGx Test Results. J Pers Med 2020; 10:jpm10020029. [PMID: 32340147 PMCID: PMC7354504 DOI: 10.3390/jpm10020029] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 04/17/2020] [Accepted: 04/19/2020] [Indexed: 12/17/2022] Open
Abstract
As pharmacogenomic (PGx) use in healthcare increases, a better understanding of patient needs will be necessary to guide PGx result delivery. The Coriell Personalized Medicine Collaborative (CPMC) is a prospective study investigating the utility of personalized medicine. Participants received online genetic risk reports for 27 potentially actionable complex diseases and 7 drug–gene pairs and could request free, telephone-based genetic counseling (GC). To explore the needs of individuals receiving PGx results, we conducted a retrospective qualitative review of inquiries from CPMC participants who requested counseling from March 2009 to February 2017. Eighty out of 690 (12%) total GC inquiries were focused on the discussion of PGx results, and six salient themes emerged: “general help”, “issues with drugs”, “relevant disease experience”, “what do I do now?”, “sharing results”, and “other drugs”. The number of reported medications with a corresponding PGx result and participant engagement were significantly associated with PGx GC requests (p < 0.01 and p < 0.02, respectively). Our work illustrates a range of questions raised by study participants receiving PGx test results, most of which were addressed by a genetic counselor with few requiring referrals to prescribing providers or pharmacists. These results further support a role for genetic counselors in the team-based approach to optimal PGx result delivery.
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30
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Veilleux S, Bouffard M, Bourque Bouliane M. Patient and Health Care Provider Needs and Preferences in Understanding Pharmacogenomic and Genomic Testing: A Meta-Data Analysis. QUALITATIVE HEALTH RESEARCH 2020; 30:43-59. [PMID: 31322055 DOI: 10.1177/1049732319858325] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Tests that feature genomic indicators can now be used to guide the pharmacological treatment of patients. To better identify the needs and preferences of patients and health care providers in facilitating their understanding of information related to such pharmacogenomic tests (PGx), a review of literature on knowledge translation and health literacy in the context of testing was conducted. Using a grounded theory-based approach, a comparative analysis of data from 36 studies meeting the criteria for the meta-data analysis has revealed the recurrence of three principal themes: (a) knowledge and understanding of genetics and pharmacogenomics; (b) experiences with genetic, genomic, or PGx testing (decision about the test, information delivery, and understanding of test results); and (c) educational/informational resources. This synthesis sheds light on each theme from the standpoint of both patients and health care providers and suggests avenues in which to direct efforts to support the introduction of pharmacogenomic tests in current practice.
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31
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Deininger KM, Tran JN, Tsunoda SM, Young GK, Lee YM, Anderson HD, Page II RL, Hirsch JD, Aquilante CL. Stakeholder perspectives of the clinical utility of pharmacogenomic testing in solid organ transplantation. Pharmacogenomics 2019; 20:1291-1302. [DOI: 10.2217/pgs-2019-0129] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aims: To assess stakeholder perspectives regarding the clinical utility of pharmacogenomic (PGx) testing following kidney, liver, and heart transplantation. Methods: We conducted individual semi-structured interviews and focus groups with kidney, liver, and heart transplantation patients and providers. We analyzed the qualitative data to identify salient themes. Results: The study enrolled 36 patients and 24 providers. Patients lacked an understanding about PGx, but expressed interest in PGx testing. Providers expressed willingness to use PGx testing, but reported barriers to implementation, such as lack of knowledge, lack of evidence demonstrating clinical utility, and patient healthcare burden. Conclusion: Patient and provider educational efforts, including foundational knowledge, clinical evidence, and applications to patient care beyond just immunosuppression, may be useful to facilitate the use of PGx testing in transplant medicine.
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Affiliation(s)
- Kimberly M Deininger
- Department of Pharmaceutical Sciences, University of Colorado Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Jacinda N Tran
- Division of Clinical Pharmacy, University of California San Diego Skaggs School of Pharmacy & Pharmaceutical Sciences, La Jolla, CA 92093, USA
| | - Shirley M Tsunoda
- Division of Clinical Pharmacy, University of California San Diego Skaggs School of Pharmacy & Pharmaceutical Sciences, La Jolla, CA 92093, USA
| | - Gordon K Young
- Division of Clinical Pharmacy, University of California San Diego Skaggs School of Pharmacy & Pharmaceutical Sciences, La Jolla, CA 92093, USA
| | - Yee Ming Lee
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Heather D Anderson
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Robert L Page II
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Jan D Hirsch
- Department of Pharmaceutical Sciences, University of California Irvine, Irvine, CA 92697, USA
| | - Christina L Aquilante
- Department of Pharmaceutical Sciences, University of Colorado Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
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32
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Holden C, Bignell L, Mukhopadhyay S, Jones C. The public perception of the facilitators and barriers to implementing personalized medicine: a systematic review. Per Med 2019; 16:409-420. [PMID: 31591926 DOI: 10.2217/pme-2018-0151] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The integration of personalized medicine (PM) into mainstream healthcare will only be successful if the public understands and supports this change. The aim was to understand the public perception of the barriers and facilitators towards the use of PM. A systematic review of the literature was conducted within six databases from 2006 to 2018. Twenty-one studies with 9507 participants were included. The key themes were familiarity and willingness to use PM, perceived benefits and perceived risks of PM. The review shows that the public is generally enthusiastic about the introduction of PM, although this should be interpreted with cautious optimism due to participants having a limited familiarity of the underlying principles of PM. The study defines areas where progress can be made to enhance this understanding and addresses legitimate concerns.
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Affiliation(s)
- Ciara Holden
- Academic Department of Paediatrics, Royal Alexandra Children's Hospital, Brighton & Sussex Medical School, Brighton, BN2 5BE, UK
| | - Lauren Bignell
- Academic Department of General Practice, Queen Mary University of London, Mile End Rd, London, E1 4NS, UK
| | - Somnath Mukhopadhyay
- Academic Department of Paediatrics, Royal Alexandra Children's Hospital, Brighton & Sussex Medical School, Brighton, BN2 5BE, UK
| | - Christina Jones
- Academic and Research Department, School of Psychology, Faculty of Health & Medical Sciences, University of Surrey, Guildford, GU2 7XH, UK
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33
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Hippman C, Nislow C. Pharmacogenomic Testing: Clinical Evidence and Implementation Challenges. J Pers Med 2019; 9:jpm9030040. [PMID: 31394823 PMCID: PMC6789586 DOI: 10.3390/jpm9030040] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 07/23/2019] [Accepted: 08/02/2019] [Indexed: 12/25/2022] Open
Abstract
Pharmacogenomics can enhance patient care by enabling treatments tailored to genetic make-up and lowering risk of serious adverse events. As of June 2019, there are 132 pharmacogenomic dosing guidelines for 99 drugs and pharmacogenomic information is included in 309 medication labels. Recently, the technology for identifying individual-specific genetic variants (genotyping) has become more accessible. Next generation sequencing (NGS) is a cost-effective option for genotyping patients at many pharmacogenomic loci simultaneously, and guidelines for implementation of these data are available from organizations such as the Clinical Pharmacogenetics Implementation Consortium (CPIC) and the Dutch Pharmacogenetics Working Group (DPWG). NGS and related technologies are increasing knowledge in the research sphere, yet rates of genomic literacy remain low, resulting in a widening gap in knowledge translation to the patient. Multidisciplinary teams—including physicians, nurses, genetic counsellors, and pharmacists—will need to combine their expertise to deliver optimal pharmacogenomically-informed care.
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Affiliation(s)
- Catriona Hippman
- Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, BC, V6T 2A1, Canada.
- BC Mental Health and Addictions Research Institute, 3rd Floor - 938 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada.
| | - Corey Nislow
- Faculty of Pharmaceutical Sciences, University of British Columbia, 6619-2405 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada.
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35
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Vassy JL, Chun S, Advani S, Ludin SA, Smith JG, Alligood EC. Impact of SLCO1B1 Pharmacogenetic Testing on Patient and Healthcare Outcomes: A Systematic Review. Clin Pharmacol Ther 2018; 106:360-373. [PMID: 30137643 DOI: 10.1002/cpt.1223] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Accepted: 08/14/2018] [Indexed: 12/22/2022]
Abstract
Demonstrated improvements in patient outcomes will facilitate the clinical implementation of pharmacogenetic testing. Using the association between solute carrier organic anion transporter family member 1B1 (SLCO1B1) and statin-associated muscle symptoms (SAMSs) as a model, we conducted a systematic review of patient outcomes after delivery of SLCO1B1 results. Using PubMed and Embase searches through December 19, 2017, we identified 37 eligible records reporting preliminary or final outcomes, including six studies delivering only SLCO1B1 results and five large healthcare system-based implementation projects of multipharmacogene panels. Two small trials have demonstrated at least short-term improvements in low-density lipoprotein cholesterol after SLCO1B1 testing among previously statin intolerant patients. Evidence from large implementation projects suggests that SLCO1B1 results may change prescribing patterns for some high-risk patients. No study has reported improvements in SAMSs or cardiovascular events or tracked the economic outcomes of SLCO1B1 testing. Ongoing studies should collect and report outcomes relevant to pharmacogenetics stakeholders.
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Affiliation(s)
- Jason L Vassy
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Sojeong Chun
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA.,Massachusetts College of Pharmacy and Health Sciences University, Boston, Massachusetts, USA
| | - Sanjay Advani
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Sophie A Ludin
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA.,Cornell University, Ithaca, New York, USA
| | - Jason G Smith
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Elaine C Alligood
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA
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36
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Lemke AA, Hulick PJ, Wake DT, Wang C, Sereika AW, Yu KD, Glaser NS, Dunnenberger HM. Patient perspectives following pharmacogenomics results disclosure in an integrated health system. Pharmacogenomics 2018; 19:321-331. [DOI: 10.2217/pgs-2017-0191] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Aim: To assess patient perceptions and utilization of pharmacogenomics (PGx) testing in an integrated community health system. Methods: Fifty-seven patients completed an online survey assessing their experiences with PGx testing offered through two methods: a designated PGx clinic or direct access in-home testing. Results: The majority of participants perceived PGx testing as helpful in their healthcare and reported understanding their results. Some had concerns about privacy and discrimination; most lacked familiarity with the Genetic Information Nondiscrimination Act. There were no significant differences in views between participants tested through either model. Conclusion: Participants reported value in both methods of PGx testing. Patient experiences, understanding and result utilization will play an important role in informing future development and implementation of PGx programs.
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Affiliation(s)
- Amy A Lemke
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Peter J Hulick
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Dyson T Wake
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Chi Wang
- Biostatistics & Research Informatics, NorthShore University HealthSystem, 1001 University Place, Suite 146, Evanston, IL 60201, USA
| | - Annette W Sereika
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Kristen Dilzell Yu
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Nicole S Glaser
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Henry M Dunnenberger
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
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37
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García-González X, López-Fernández LA. Using pharmacogenetics to prevent severe adverse reactions to capecitabine. Pharmacogenomics 2017; 18:1199-1213. [DOI: 10.2217/pgs-2017-0102] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Xandra García-González
- Servicio de Farmacia, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
| | - Luis A López-Fernández
- Servicio de Farmacia, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain
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