1
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Anderson AN, Chan AR, Roman YM. Pharmacogenomics and clinical cultural competency: pathway to overcome the limitations of race. Pharmacogenomics 2022; 23:363-370. [DOI: 10.2217/pgs-2022-0009] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Global migration trends are accelerating population admixture. Increasing population diversity met with minority health disparities necessitates thoughtful training of health professional students. Health professional accreditation standards emphasize pharmacogenomics and clinical cultural competency (CCC); however, published studies focus on students’ knowledge in pharmacogenomics alone. This report reviews considerations for integrating CCC into required pharmacogenomic education in pharmacy and other health disciplines. By coupling both topics during didactic training and active learning exercises repeated throughout the existing curriculum, students can become adept at these individualized patient care skills and retain their knowledge into their careers. Moving beyond race as a proxy for healthcare decision-making, the CCC of clinicians coupled with patients’ genetic test results could empower clinicians to address health disparities and facilitate discussions about the role of race in clinical practice. Ultimately, an integrated approach of teaching pharmacogenomics and CCC could dismantle race-norming or race-based clinical practices.
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Affiliation(s)
- Apryl N Anderson
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Amy R Chan
- School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Youssef M Roman
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA
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2
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Barker CIS, Groeneweg G, Maitland-van der Zee AH, Rieder MJ, Hawcutt DB, Hubbard TJ, Swen JJ, Carleton BC. Pharmacogenomic testing in paediatrics: clinical implementation strategies. Br J Clin Pharmacol 2021; 88:4297-4310. [PMID: 34907575 PMCID: PMC9544158 DOI: 10.1111/bcp.15181] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 10/22/2021] [Accepted: 11/09/2021] [Indexed: 11/27/2022] Open
Abstract
Pharmacogenomics (PGx) relates to the study of genetic factors determining variability in drug response. Implementing PGx testing in paediatric patients can enhance drug safety, helping to improve drug efficacy or reduce the risk of toxicity. Despite its clinical relevance, the implementation of PGx testing in paediatric practice to date has been variable and limited. As with most paediatric pharmacological studies, there are well‐recognised barriers to obtaining high‐quality PGx evidence, particularly when patient numbers may be small, and off‐label or unlicensed prescribing remains widespread. Furthermore, trials enrolling small numbers of children can rarely, in isolation, provide sufficient PGx evidence to change clinical practice, so extrapolation from larger PGx studies in adult patients, where scientifically sound, is essential. This review paper discusses the relevance of PGx to paediatrics and considers implementation strategies from a child health perspective. Examples are provided from Canada, the Netherlands and the UK, with consideration of the different healthcare systems and their distinct approaches to implementation, followed by future recommendations based on these cumulative experiences. Improving the evidence base demonstrating the clinical utility and cost‐effectiveness of paediatric PGx testing will be critical to drive implementation forwards. International, interdisciplinary collaborations will enhance paediatric data collation, interpretation and evidence curation, while also supporting dedicated paediatric PGx educational initiatives. PGx consortia and paediatric clinical research networks will continue to play a central role in the streamlined development of effective PGx implementation strategies to help optimise paediatric pharmacotherapy.
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Affiliation(s)
- Charlotte I S Barker
- Department of Medical & Molecular Genetics, King's College London, London, UK.,Department of Clinical Genetics, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Gabriella Groeneweg
- Division of Translational Therapeutics, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada.,Pharmaceutical Outcomes Programme, BC Children's Hospital, Vancouver, British Columbia, Canada
| | - Anke H Maitland-van der Zee
- Respiratory Medicine/Pediatric Respiratory Medicine, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Michael J Rieder
- Departments of Paediatrics, Physiology and Pharmacology and Medicine, Western University, London, Ontario, Canada.,Molecular Medicine Group, Robarts Research Institute, London, Ontario, Canada
| | - Daniel B Hawcutt
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK.,NIHR Clinical Research Facility, Alder Hey Children's Hospital, Liverpool, UK
| | - Tim J Hubbard
- Department of Medical & Molecular Genetics, King's College London, London, UK.,Genomics England, London, UK
| | - Jesse J Swen
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, The Netherlands.,Leiden Network for Personalized Therapeutics, Leiden, The Netherlands
| | - Bruce C Carleton
- Division of Translational Therapeutics, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada.,Pharmaceutical Outcomes Programme, BC Children's Hospital, Vancouver, British Columbia, Canada.,BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
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3
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Rahma AT, Ahmed LA, Elsheik M, Elbarazi I, Ali BR, Patrinos GP, Al-Maskari F. Mapping the Educational Environment of Genomics and Pharmacogenomics in the United Arab Emirates: A Mixed-Methods Triangulated Design. OMICS : A JOURNAL OF INTEGRATIVE BIOLOGY 2021; 25:285-293. [PMID: 33904793 DOI: 10.1089/omi.2021.0029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Pharmacogenomics (PGx) education is crucial to support the effective delivery of PGx services in any health care system. We mapped the current educational environment of genomics and PGx in the United Arab Emirates (UAE) and assessed the readiness of the accredited higher education system to move forward with the implementation of PGx in the country. We employed a mixed-methods triangulated approach to map the PGx educational environment in UAE. We used two qualitative methods and one quantitative method. University curricula inspection, interviews, and questionnaires were the main resources of data. PGx was taught in 6 out of 21 accredited universities, but only for pharmacy majors. Only three out of six PGx courses were stand-alone. Majority of academia exhibited positive attitudes toward the availability and accessibility of genetic testing, with 89% agreeing that the government should invest more money into its development. Interviews with academics and, importantly, the commissioners who oversee the accreditation process of universities in UAE revealed recurrent themes that included recognizing the importance of genomic medicine and PGx and called for translational and implementational research, including recruitment of experts in the field. We recommend, as supported by our findings in this study, the creation of standardized curriculum of genomics and PGx for each health science field, using the blended teaching approach, and benchmarking internationally accredited universities to foster international collaboration and improve the education and practice of genomics in the clinic and public health systems. An 11-item genomics and PGx strategy is presented herein. Finally, the mixed-methods study design employed in this research may also serve as a model conceptual frame for other science education mapping efforts at country or multi-institutional scales in the future.
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Affiliation(s)
- Azhar T Rahma
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Luai A Ahmed
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.,Zayed Center for Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Mahanna Elsheik
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.,Zayed Center for Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Iffat Elbarazi
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Bassam R Ali
- Zayed Center for Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.,Department of Genetics and Genomics, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - George P Patrinos
- Zayed Center for Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.,Department of Genetics and Genomics, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.,Department of Pharmacy, School of Health Sciences, University of Patras, Patras, Greece
| | - Fatma Al-Maskari
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.,Zayed Center for Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
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4
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Assem M, Broeckel U, MacKinnon GE. Personal DNA Testing Increases Pharmacy Students' Confidence and Competence in Pharmacogenomics. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2021; 85:8249. [PMID: 34283790 PMCID: PMC8086609 DOI: 10.5688/ajpe8249] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 12/22/2020] [Indexed: 05/15/2023]
Abstract
Objective. Pharmacogenomics, a key tool in personalized medicine, and therapeutic drug management is projected to become an integral part of pharmacy practice. This study describes an innovative pedagogy that used several interactive learning methods to increase learners' competence and perceptions in pharmacogenomics.Methods. First-year student pharmacists at the Medical College of Wisconsin participated in lectures, discussions, and patient care laboratory training on the topic of pharmacogenomics. These students were given the opportunity to undergo personal pharmacogenomics testing. Before and after these activities, participants were surveyed about their attitudes towards the use of pharmacogenomics in current and future practice.Results. Forty-five students participated in this voluntary personal pharmacogenomics testing and completed pre-course and post-course surveys. Significant improvements were seen in 22 of the 27 surveys questions responses from the pre-course to the post-course surveys. Student learning outcomes, competencies, and attitudes towards pharmacogenomics improved from a relatively neutral perception of pharmacogenomics to one of more confidence.Conclusion. This study demonstrated that participation in a novel pedagogy that included voluntarily individual pharmacogenomics testing was beneficial to student pharmacists by improving knowledge, interest, and confidence in pharmacogenomics and its incorporation into their future pharmacy practice.
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Affiliation(s)
- Mahfoud Assem
- Medical College of Wisconsin, School of Pharmacy, Milwaukee, Wisconsin
| | - Ulrich Broeckel
- Medical College of Wisconsin, School of Pharmacy, Milwaukee, Wisconsin
- RPRD Diagnostics LLC, Milwaukee, Wisconsin
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5
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Rigter T, Jansen ME, de Groot JM, Janssen SWJ, Rodenburg W, Cornel MC. Implementation of Pharmacogenetics in Primary Care: A Multi-Stakeholder Perspective. Front Genet 2020; 11:10. [PMID: 32076434 PMCID: PMC7006602 DOI: 10.3389/fgene.2020.00010] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 01/06/2020] [Indexed: 01/06/2023] Open
Abstract
Introduction Aberrant pharmacogenetic variants occur in a high proportion of people and might be relevant for the prescription of over 26 drugs in primary care. Early identification of patients who metabolize these drugs more rapidly or slowly than average could predict therapeutic effectivity and safety. Yet implementation of pharmacogenetics is progressing slowly. A high public health impact can potentially be achieved by increasing the proportion of people tested, when and where eligible according to clinical validity and utility. Methods In this study we defined actions, roles, and responsibilities for implementation of pharmacogenetics in primary care in consultation with stakeholder groups, by using a three-step mixed-methods approach. First, to define barriers and facilitators, public pharmacists (n = 24), primary care physicians (n = 8), and patients (n = 21) participated in focus groups and face-to-face interviews. Second, a multidisciplinary expert meeting (n = 16) was organized to define desired actions, roles, and responsibilities. Third, an online Delphi Study (n = 18) was conducted to prioritize the designated actions. Results For the integration of pharmacogenetics in primary care guidelines and practice, lack of evidence for clinical utility was mentioned as a main barrier. Furthermore, reimbursement, and facilitation of data registration and sharing were considered as key elements for future routine application of pharmacogenetic testing. Moreover, the division of roles and responsibilities, especially between general practitioners and pharmacists, is currently perceived as unclear. Sixteen actions in these four areas (clinical utility, reimbursement, data registration and sharing, and roles and responsibilities) were formulated and assigned to specific actors during the expert meeting. After ranking these 16 actions in the Delphi Study, nine actions remained pertinent, covering the four areas with at least one action. However, participants showed low agreement on the prioritization of the different actions, illustrating their different perspectives and the need to attune between them. Discussion Stakeholders together were able to formulate required actions to achieve true integration of pharmacogenetics in primary care, but no consensus could be achieved on the prioritization of the actions. Coordination of the current independent initiatives by the different stakeholders could facilitate effective and efficient implementation of useful pharmacogenetics in primary care.
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Affiliation(s)
- Tessel Rigter
- Department of Clinical Genetics, Section Community Genetics and Amsterdam Public Health Research Institute, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, Netherlands.,Centre for Health Protection, National Institute for Public Health and the Environment, Bilthoven, Netherlands
| | - Marleen E Jansen
- Department of Clinical Genetics, Section Community Genetics and Amsterdam Public Health Research Institute, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, Netherlands.,Centre for Health Protection, National Institute for Public Health and the Environment, Bilthoven, Netherlands
| | - Jordy M de Groot
- Department of Clinical Genetics, Section Community Genetics and Amsterdam Public Health Research Institute, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, Netherlands
| | - Susan W J Janssen
- Centre for Health Protection, National Institute for Public Health and the Environment, Bilthoven, Netherlands
| | - Wendy Rodenburg
- Centre for Health Protection, National Institute for Public Health and the Environment, Bilthoven, Netherlands
| | - Martina C Cornel
- Department of Clinical Genetics, Section Community Genetics and Amsterdam Public Health Research Institute, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, Netherlands
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6
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Linderman MD, McElroy L, Chang L. MySeq: privacy-protecting browser-based personal Genome analysis for genomics education and exploration. BMC Med Genomics 2019; 12:172. [PMID: 31775760 PMCID: PMC6882182 DOI: 10.1186/s12920-019-0615-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 11/08/2019] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND The complexity of genome informatics is a recurring challenge for genome exploration and analysis by students and other non-experts. This complexity creates a barrier to wider implementation of experiential genomics education, even in settings with substantial computational resources and expertise. Reducing the need for specialized software tools will increase access to hands-on genomics pedagogy. RESULTS MySeq is a React.js single-page web application for privacy-protecting interactive personal genome analysis. All analyses are performed entirely in the user's web browser eliminating the need to install and use specialized software tools or to upload sensitive data to an external web service. MySeq leverages Tabix-indexing to efficiently query whole genome-scale variant call format (VCF) files stored locally or available remotely via HTTP(s) without loading the entire file. MySeq currently implements variant querying and annotation, physical trait prediction, pharmacogenomic, polygenic disease risk and ancestry analyses to provide representative pedagogical examples; and can be readily extended with new analysis or visualization components. CONCLUSIONS MySeq supports multiple pedagogical approaches including independent exploration and interactive online tutorials. MySeq has been successfully employed in an undergraduate human genome analysis course where it reduced the barriers-to-entry for hands-on human genome analysis.
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Affiliation(s)
| | - Leo McElroy
- Department of Computer Science, Middlebury College, Middlebury, VT USA
| | - Laura Chang
- Department of Computer Science, Middlebury College, Middlebury, VT USA
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7
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Chenoweth MJ, Giacomini KM, Pirmohamed M, Hill SL, van Schaik RHN, Schwab M, Shuldiner AR, Relling MV, Tyndale RF. Global Pharmacogenomics Within Precision Medicine: Challenges and Opportunities. Clin Pharmacol Ther 2019; 107:57-61. [PMID: 31696505 DOI: 10.1002/cpt.1664] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 09/25/2019] [Indexed: 01/09/2023]
Affiliation(s)
- Meghan J Chenoweth
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada
| | - Kathleen M Giacomini
- Department of Bioengineering and Therapeutic Sciences, University of California - San Francisco, San Francisco, California, USA
| | - Munir Pirmohamed
- Department of Molecular and Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | | | - Ron H N van Schaik
- Department of Clinical Chemistry, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Matthias Schwab
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
- Department of Clinical Pharmacology and of Biochemistry and Pharmacy, University of Tübingen, Tübingen, Germany
- iFIT Cluster of Excellence, University of Tübingen, Tübingen, Germany
| | - Alan R Shuldiner
- Regeneron Genetics Center, Regeneron Pharmaceuticals, Inc., Tarrytown, New York, USA
- Program in Personalized and Genomic Medicine and Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Mary V Relling
- Pharmaceutical Sciences Department, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Rachel F Tyndale
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
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8
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Haga SB. Pharmacogenomic Testing In Pediatrics: Navigating The Ethical, Social, And Legal Challenges. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2019; 12:273-285. [PMID: 31686893 PMCID: PMC6800463 DOI: 10.2147/pgpm.s179172] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 09/12/2019] [Indexed: 12/17/2022]
Abstract
For the past several years, the implementation of pharmacogenetic (PGx) testing has become widespread in several centers and clinical practice settings. PGx testing may be ordered at the point-of-care when treatment is needed or in advance of treatment for future use. The potential benefits of PGx testing are not limited to adult patients, as children are increasingly using medications more often and at earlier ages. This review provides some background on the use of PGx testing in children as well as mothers (prenatally and post-natally) and discusses the challenges, benefits, and the ethical, legal, and social implications of providing PGx testing to children.
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Affiliation(s)
- Susanne B Haga
- Department of Medicine, Division of General Internal Medicine, Center for Applied Genomics and Precision Medicine, Duke University School of Medicine, Durham, NC, 27708, USA
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9
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Qian E, Thong MK, Flodman P, Gargus J. A comparative study of patients' perceptions of genetic and genomic medicine services in California and Malaysia. J Community Genet 2019; 10:351-361. [PMID: 30506521 PMCID: PMC6591353 DOI: 10.1007/s12687-018-0399-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 11/18/2018] [Indexed: 11/29/2022] Open
Abstract
In the era of personalized and genomic medicine, awareness of patients with rare diseases is increasing as new approaches to diagnosis and treatment are developed. This study examined perceived barriers experienced by families with rare diseases and explored possible differences between participants in Malaysia and California, USA. The study involved N = 108 participants recruited in genetics clinic appointments at the University of Malaya Medical Center and three sites in Southern California. Participants completed a survey involving multiple choice and Likert scale items pertaining to perceived barriers to access genetics-related healthcare. Results from this study provide evidence of similar perceived barriers, despite differences in the two populations. Participants selected the expansion of healthcare provider knowledge of rare diseases to be the most beneficial approach to overcome perceived barriers. In both locations, it was also noted that travel distance to clinic was not perceived as a large stress factor. Taking these observations together, a healthcare model with a central location of providers well-versed in medical genetics may be considered if further data support our findings. The data from this study support a need for improving healthcare provider knowledge of genetics. Future studies exploring how these perceived stress factors are impacting families as well as different methods of educating providers are suggested by findings from the study, as well as studies querying the opinions of those who are unable to access genetics services.
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Affiliation(s)
- Emily Qian
- Department of Genetic and Genomic Medicine, University of California Irvine, Irvine, CA, 92697, USA.
| | - Meow-Keong Thong
- Department of Paediatrics, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia.
| | - Pamela Flodman
- Department of Genetic and Genomic Medicine, University of California Irvine, Irvine, CA, 92697, USA
| | - Jay Gargus
- Department of Genetic and Genomic Medicine, University of California Irvine, Irvine, CA, 92697, USA
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10
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Haga SB, Moaddeb J. Pharmacogenomics courses in pharmacy school curricula. Pharmacogenomics 2019; 20:625-630. [PMID: 31250728 PMCID: PMC6912845 DOI: 10.2217/pgs-2019-0024] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Accepted: 04/30/2019] [Indexed: 12/17/2022] Open
Abstract
Aim: The appropriate use and integration of pharmacogenetic (PGx) testing will pivot on provider preparation and training. Pharmacists have been recognized as one of the key providers in the delivery of PGx testing and as such, professional organizations have recommended inclusion of PGx content in pharmacy curricula. Methods: We reviewed the curriculum of 132 US pharmacy schools for information about PGx courses. Results: A total of 70 core curriculum courses were identified. 55 (42%) pharmacy schools included at least one PGx course as part of the core curriculum, and ten (8%) schools that offered a PGx course elective. Conclusion: While many pharmacy schools have responded to the accreditation standards to include PGx, less than half of the schools have developed a standalone course.
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Affiliation(s)
- Susanne B Haga
- Department of Medicine, Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, 304 Research Drive, Durham, NC 27708, USA
| | - Jivan Moaddeb
- Department of Medicine, Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, 304 Research Drive, Durham, NC 27708, USA
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11
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Hyland K, Garber K, Dasgupta S. From helices to health: undergraduate medical education in genetics and genomics. Per Med 2019; 16:211-220. [DOI: 10.2217/pme-2018-0081] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Rapid advances in genomic technologies combined with drastic reductions in cost and a growing number of clinical genomic tests are transforming medical practice. While enthusiasm about applications of precision medicine is high, the existing clinical genetics workforce is insufficient to meet present demands and will fall increasingly short as the use of genetic and genomic testing becomes more routine. To address this shortage, physicians in all areas of medicine will require genomic literacy. Undergraduate medical students, therefore, need a solid foundation in genetics and genomics so they can apply genomic medicine across a range of specialties. Here, we review the current trends and challenges in undergraduate medical genetics education in North America, highlight innovations and offer recommendations.
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Affiliation(s)
- Katherine Hyland
- Department of Biochemistry & Biophysics, School of Medicine, Institute for Human Genetics, University of California, San Francisco, CA 94143, USA
| | - Kathryn Garber
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30307, USA
| | - Shoumita Dasgupta
- Department of Medicine, Biomedical Genetics, Boston University School of Medicine, Boston, MA 02118, USA
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12
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Ta R, Cayabyab MA, Coloso R. Precision medicine: a call for increased pharmacogenomic education. Per Med 2019; 16:233-245. [PMID: 31025601 DOI: 10.2217/pme-2018-0107] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Precision medicine is an emerging model of care where providers consider patients' genetic profiles, lifestyles and environments to offer more precise therapy. The potential of precision medicine is boundless as interdisciplinary teams utilize genetic technologies to improve patient outcomes. The integration of precision medicine into healthcare faces many barriers, including a lack of standardization and reimbursement concerns. This article argues that increased pharmacogenetics education and system-wide implementation is necessary to overcome some of these challenges. Extensive expansion of pharmacogenomics education is a step toward producing knowledgeable clinicians who are poised to apply its methodology and champion for patient-centered care.
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Affiliation(s)
- Richard Ta
- University of California, San Francisco, School of Pharmacy, Class of 2020; San Francisco, CA, 94143, USA
| | - Mari As Cayabyab
- University of California, San Francisco, School of Pharmacy, Class of 2020; San Francisco, CA, 94143, USA
| | - Rodolfo Coloso
- University of California, San Francisco, School of Pharmacy, Class of 2021P; San Francisco, CA, 94143, USA
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13
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Rubanovich CK, Cheung C, Mandel J, Bloss CS. Physician preparedness for big genomic data: a review of genomic medicine education initiatives in the United States. Hum Mol Genet 2018; 27:R250-R258. [PMID: 29750248 PMCID: PMC6061688 DOI: 10.1093/hmg/ddy170] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Revised: 05/02/2018] [Accepted: 05/03/2018] [Indexed: 12/11/2022] Open
Abstract
In the last decade, genomic medicine education initiatives have surfaced across the spectrum of physician training in order to help address a gap in genomic medicine preparedness among physicians. The approaches are diverse and stem from the belief that 21st century physicians must be proficient in genomic medicine applications as they will be leaders in the precision medicine movement. We conducted a review of literature in genomic medicine education and training for medical students, residents, fellows, and practicing physicians with articles published between June 2015 and January 2018 to gain a picture of the current state of genomic medicine education with a focus on the United States. We found evidence of progress in the development of new and innovative educational programs and other resources aimed at increasing physician knowledge and readiness. Three overarching educational approach themes emerged, including immersive and experiential learning; interdisciplinary and interprofessional education; and electronic- and web-based approaches. This review is not exhaustive, nevertheless, it may inform future directions and improvements for genomic medicine education. Important next-steps include: (i) identifying and studying ways to best implement low-cost dissemination of genomic information; (ii) emphasizing genomic medicine education program evaluation and (iii) incorporating interprofessional and interdisciplinary initiatives. Genomic medicine education and training will become more and more relevant in the years to come as physicians increasingly interact with genomic and other precision medicine technologies.
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Affiliation(s)
- Caryn Kseniya Rubanovich
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA
| | - Cynthia Cheung
- The Qualcomm Institute of Calit2, University of California, San Diego, La Jolla, CA, USA
| | - Jess Mandel
- Department of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Cinnamon S Bloss
- The Qualcomm Institute of Calit2, University of California, San Diego, La Jolla, CA, USA
- Departments of Psychiatry and Family Medicine and Public Health, University of California, San Diego, La Jolla, CA, USA
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14
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Luzum JA, Pakyz RE, Elsey AR, Haidar CE, Peterson JF, Whirl-Carrillo M, Handelman SK, Palmer K, Pulley JM, Beller M, Schildcrout JS, Field JR, Weitzel KW, Cooper-DeHoff RM, Cavallari LH, O’Donnell PH, Altman RB, Pereira N, Ratain MJ, Roden DM, Embi PJ, Sadee W, Klein TE, Johnson JA, Relling MV, Wang L, Weinshilboum RM, Shuldiner AR, Freimuth RR. The Pharmacogenomics Research Network Translational Pharmacogenetics Program: Outcomes and Metrics of Pharmacogenetic Implementations Across Diverse Healthcare Systems. Clin Pharmacol Ther 2017; 102:502-510. [PMID: 28090649 PMCID: PMC5511786 DOI: 10.1002/cpt.630] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Accepted: 01/11/2017] [Indexed: 12/23/2022]
Abstract
Numerous pharmacogenetic clinical guidelines and recommendations have been published, but barriers have hindered the clinical implementation of pharmacogenetics. The Translational Pharmacogenetics Program (TPP) of the National Institutes of Health (NIH) Pharmacogenomics Research Network was established in 2011 to catalog and contribute to the development of pharmacogenetic implementations at eight US healthcare systems, with the goal to disseminate real-world solutions for the barriers to clinical pharmacogenetic implementation. The TPP collected and normalized pharmacogenetic implementation metrics through June 2015, including gene-drug pairs implemented, interpretations of alleles and diplotypes, numbers of tests performed and actionable results, and workflow diagrams. TPP participant institutions developed diverse solutions to overcome many barriers, but the use of Clinical Pharmacogenetics Implementation Consortium (CPIC) guidelines provided some consistency among the institutions. The TPP also collected some pharmacogenetic implementation outcomes (scientific, educational, financial, and informatics), which may inform healthcare systems seeking to implement their own pharmacogenetic testing programs.
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Affiliation(s)
- Jasmine A. Luzum
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
- Center for Pharmacogenomics, College of Medicine, Ohio State University, Columbus, OH, USA
| | - Ruth E. Pakyz
- Program for Personalized and Genomic Medicine, School of Medicine, University of Maryland, Baltimore, MD, USA
| | - Amanda R. Elsey
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA
| | - Cyrine E. Haidar
- Department of Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Josh F. Peterson
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | | | - Samuel K. Handelman
- Center for Pharmacogenomics, College of Medicine, Ohio State University, Columbus, OH, USA
| | - Kathleen Palmer
- Program for Personalized and Genomic Medicine, School of Medicine, University of Maryland, Baltimore, MD, USA
| | - Jill M. Pulley
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Marc Beller
- Office of Research Informatics, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Jonathan S. Schildcrout
- Department of Statistics, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Julie R. Field
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Kristin W. Weitzel
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA
| | - Rhonda M. Cooper-DeHoff
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA
| | - Larisa H. Cavallari
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA
| | - Peter H. O’Donnell
- Center for Personalized Therapeutics, University of Chicago, Chicago, IL, USA
| | - Russ B. Altman
- Stanford University School of Medicine, Palo Alto, California, USA
| | - Naveen Pereira
- Division of Cardiovascular Diseases, Mayo Clinic, Rochester, MN, USA
| | - Mark J. Ratain
- Center for Personalized Therapeutics, University of Chicago, Chicago, IL, USA
| | - Dan M. Roden
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Peter J. Embi
- Department of Biomedical Informatics, Ohio State University, Columbus, OH, USA
| | - Wolfgang Sadee
- Center for Pharmacogenomics, College of Medicine, Ohio State University, Columbus, OH, USA
- Department of Cancer Biology and Genetics, College of Medicine, Ohio State University, Columbus, OH, USA
| | - Teri E. Klein
- Stanford University School of Medicine, Palo Alto, California, USA
| | - Julie A. Johnson
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA
| | - Mary V. Relling
- Department of Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Liewei Wang
- Department of Molecular Pharmacology & Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Richard M. Weinshilboum
- Department of Molecular Pharmacology & Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Alan R. Shuldiner
- Program for Personalized and Genomic Medicine, School of Medicine, University of Maryland, Baltimore, MD, USA
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15
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Pierson RC, Gufford BT, Desta Z, Eadon MT. Clinical and educational impact of pharmacogenomics testing: a case series from the INGENIOUS trial. Pharmacogenomics 2017; 18:835-841. [PMID: 28594278 DOI: 10.2217/pgs-2017-0042] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Pharmacogenomic testing has become increasingly widespread. However, there remains a need to bridge the gap between test results and providers lacking the expertise required to interpret these results. The Indiana Genomics Implementation trial is underway at our institution to examine total healthcare cost and patient outcomes after genotyping in a safety-net healthcare system. As part of the study, trial investigators and clinical pharmacology fellows interpret genotype results, review patient histories and medication lists and evaluate potential drug-drug interactions. We present a case series of patients in whom pharmacogenomic consultations aided providers in appropriately applying pharmacogenomic results within the clinical context. Formal consultations not only provide valuable patient care information but educational opportunities for the fellows to cement pharmacogenomic concepts.
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Affiliation(s)
- Rebecca C Pierson
- Department of Obstetrics, Gynecology & Women's Health, University of Louisville, KY 40202, USA
| | - Brandon T Gufford
- Department of Medicine, Division of Clinical Pharmacology, Indiana University, IN 46202, USA
| | - Zeruesenay Desta
- Department of Medicine, Division of Clinical Pharmacology, Indiana University, IN 46202, USA
| | - Michael T Eadon
- Department of Medicine, Division of Clinical Pharmacology, Indiana University, IN 46202, USA.,Department of Medicine, Division of Nephrology, Indiana University, IN 46202, USA
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16
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Dickmann LJ, Ware JA. Pharmacogenomics in the age of personalized medicine. DRUG DISCOVERY TODAY. TECHNOLOGIES 2017; 21-22:11-16. [PMID: 27978982 DOI: 10.1016/j.ddtec.2016.11.003] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Revised: 11/07/2016] [Accepted: 11/08/2016] [Indexed: 12/23/2022]
Abstract
The aim of personalized medicine is to offer the right treatment to the right person at the right dose, thus maximizing efficacy and minimizing toxicity for each individual patient. Pharmacogenomic approaches attempt to refine the aim of personalized medicine by utilizing an individual's germline and somatic DNA signatures to guide treatment. In this review, we highlight the current use of pharmacogenomic based biomarker information in drug labeling. We also present several case studies on the implementation of pharmacogenomic strategies in drug discovery and development. Lastly, we comment on current challenges to implementing pharmacogenomic based testing in the clinic.
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Affiliation(s)
- Leslie J Dickmann
- Department of Clinical Pharmacology, Genentech, 1 DNA Way, South San Francisco, CA 94080, United States.
| | - Joseph A Ware
- Department of Clinical Pharmacology, Genentech, 1 DNA Way, South San Francisco, CA 94080, United States
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17
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van der Wouden CH, Cambon-Thomsen A, Cecchin E, Cheung KC, Dávila-Fajardo CL, Deneer VH, Dolžan V, Ingelman-Sundberg M, Jönsson S, Karlsson MO, Kriek M, Mitropoulou C, Patrinos GP, Pirmohamed M, Samwald M, Schaeffeler E, Schwab M, Steinberger D, Stingl J, Sunder-Plassmann G, Toffoli G, Turner RM, van Rhenen MH, Swen JJ, Guchelaar HJ. Implementing Pharmacogenomics in Europe: Design and Implementation Strategy of the Ubiquitous Pharmacogenomics Consortium. Clin Pharmacol Ther 2017; 101:341-358. [DOI: 10.1002/cpt.602] [Citation(s) in RCA: 186] [Impact Index Per Article: 26.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Revised: 12/12/2016] [Accepted: 12/13/2016] [Indexed: 12/14/2022]
Affiliation(s)
- CH van der Wouden
- Department of Clinical Pharmacy and Toxicology; Leiden University Medical Center; Leiden The Netherlands
| | - A Cambon-Thomsen
- UMR Inserm U1027 and Université de Toulouse III Paul Sabatier; Toulouse France
| | - E Cecchin
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico; National Cancer Institute; Aviano Italy
| | - KC Cheung
- Royal Dutch Pharmacists Association (KNMP); The Hague The Netherlands
| | - CL Dávila-Fajardo
- Department of Clinical Pharmacy, Granada University Hospital; Institute for Biomedical Research; Granada Spain
| | - VH Deneer
- Department of Clinical Pharmacy; St Antonius Hospital; Nieuwegein The Netherlands
| | - V Dolžan
- Pharmacogenetics Laboratory, Institute of Biochemistry, Faculty of Medicine; University of Ljubljana; Slovenia
| | - M Ingelman-Sundberg
- Department of Physiology and Pharmacology, Section of Pharmacogenetics; Karolinska Institutet; Stockholm Sweden
| | - S Jönsson
- Department of Pharmaceutical Biosciences; Uppsala University; Uppsala Sweden
| | - MO Karlsson
- Department of Pharmaceutical Biosciences; Uppsala University; Uppsala Sweden
| | - M Kriek
- Center for Clinical Genetics; Leiden University Medical Center; Leiden The Netherlands
| | | | - GP Patrinos
- University of Patras, School of Health Sciences, Department of Pharmacy; University Campus; Rion Patras Greece
| | - M Pirmohamed
- Department of Molecular and Clinical Pharmacology; Royal Liverpool University Hospital and University of Liverpool; Liverpool United Kingdom
| | - M Samwald
- Center for Medical Statistics, Informatics, and Intelligent Systems; Medical University of Vienna; Vienna Austria
| | - E Schaeffeler
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart; Germany and University of Tübingen; Tübingen Germany
| | - M Schwab
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart; Germany and University of Tübingen; Tübingen Germany
- Department of Clinical Pharmacology; University Hospital Tübingen; Tübingen Germany
- Department of Pharmacy and Biochemistry; University of Tübingen; Tübingen Germany
| | - D Steinberger
- Bio.logis Center for Human Genetics; Frankfurt am Main Germany
| | - J Stingl
- Research Division; Federal Institute for Drugs and Medical Devices; Bonn Germany
| | - G Sunder-Plassmann
- Division of Nephrology and Dialysis, Department of Internal Medicine III; Medical University of Vienna; Vienna Austria
| | - G Toffoli
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico; National Cancer Institute; Aviano Italy
| | - RM Turner
- Department of Molecular and Clinical Pharmacology; Royal Liverpool University Hospital and University of Liverpool; Liverpool United Kingdom
| | - MH van Rhenen
- Royal Dutch Pharmacists Association (KNMP); The Hague The Netherlands
| | - JJ Swen
- Department of Clinical Pharmacy and Toxicology; Leiden University Medical Center; Leiden The Netherlands
| | - H-J Guchelaar
- Department of Clinical Pharmacy and Toxicology; Leiden University Medical Center; Leiden The Netherlands
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