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Kudron EL, Deininger KM, Aquilante CL. Are Graduate Medical Trainees Prepared for the Personalized Genomic Medicine Revolution? Trainee Perspectives at One Institution. J Pers Med 2023; 13:1025. [PMID: 37511638 PMCID: PMC10381337 DOI: 10.3390/jpm13071025] [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: 04/28/2023] [Revised: 06/10/2023] [Accepted: 06/15/2023] [Indexed: 07/30/2023] Open
Abstract
Although the use of genomics to inform clinical care is increasing, clinicians feel underprepared to integrate personalized medicine (PM) into care decisions. The educational needs of physician residents and fellows, also known as graduate medical trainees (GMTs), have been overlooked. We administered an anonymous, web-based survey to all GMTs participating in training programs affiliated with our institution to evaluate their knowledge, skills, and attitudes toward PM. Of the 1190 GMTs contacted, 319 (26.8%) returned surveys. Most (88.4%) respondents reported receiving PM education in the past. Although the respondents agreed that knowledge of disease genetics (80.9%) or pharmacogenetics (87.1%) would likely lead to improved clinical outcomes, only 33.2% of the respondents felt sufficiently informed about PM. The respondents who had received PM education in residency and/or fellowship had significantly higher self-reported knowledge, ability, awareness, and adoption of PM than those who had not received this education (p < 0.0001, p < 0.0001, p < 0.0001, and p < 0.01, respectively). Targeted training is needed to improve GMTs' confidence in interpreting and explaining genetic test results. The ideal timing for this education appears to be in residency and/or fellowship rather than in medical school.
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Affiliation(s)
- Elizabeth L Kudron
- Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO 80045, USA
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Kimberly M Deininger
- Department of Pharmaceutical Sciences, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Christina L Aquilante
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Department of Pharmaceutical Sciences, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO 80045, USA
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Deininger KM, Tsunoda SM, Hirsch JD, Anderson H, Lee YM, McIlvennan CK, Page RL, Tran JN, Aquilante CL. National survey of physicians' perspectives on pharmacogenetic testing in solid organ transplantation. Clin Transplant 2020; 34:e14037. [PMID: 32654213 DOI: 10.1111/ctr.14037] [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: 04/22/2020] [Revised: 07/02/2020] [Accepted: 07/07/2020] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Our objective was to evaluate physicians' perspectives on the clinical utility of pharmacogenetic (PGx) testing in kidney, liver, heart, and lung transplantation (KLHL-Tx). METHODS A 36-question web-based survey was developed and administered to medical and surgical directors of US KLHL-Tx centers. RESULTS There were 82 respondents (10% response rate). The majority were men (78%), non-Hispanic whites (70%), medical directors (72%), and kidney transplant physicians (35%). Although 78% of respondents reported having some PGx education, most reported lack of confidence in their PGx knowledge and ability to apply a PGx test. Participants reported mixed views about the clinical utility of PGx testing-most agreed with the efficacy of PGx testing, but not the benefits relative to the risks or standard of care. While 55% reported that testing was available at their institution, only 38% ordered a PGx test in the past year, most commonly thiopurine-S-methyltransferase. Physician-reported barriers to PGx implementation included uncertainty about the clinical value of PGx testing and patient financial burden. CONCLUSION Together, our findings suggest prospective PGx research and pilot implementation programs are needed to elucidate the clinical utility and value of PGx in KLHL-Tx. These initiatives should include educational efforts to inform the use of PGx testing.
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Affiliation(s)
- Kimberly M Deininger
- University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
| | - Shirley M Tsunoda
- University of California San Diego Skaggs School of Pharmacy and Pharmaceutical Sciences, La Jolla, CA, USA
| | - Jan D Hirsch
- Department of Pharmaceutical Sciences, University of California Irvine, Irvine, CA, USA
| | - Heather Anderson
- University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
| | - Yee Ming Lee
- University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
| | - Colleen K McIlvennan
- Adult and Child Consortium for Health Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, CO, USA.,Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Robert L Page
- University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
| | - Jacinda N Tran
- University of California San Diego Skaggs School of Pharmacy and Pharmaceutical Sciences, La Jolla, CA, USA
| | - Christina L Aquilante
- University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
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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: 0.7] [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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4
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Fabbri C, Zohar J, Serretti A. Pharmacogenetic tests to guide drug treatment in depression: Comparison of the available testing kits and clinical trials. Prog Neuropsychopharmacol Biol Psychiatry 2018; 86:36-44. [PMID: 29777729 DOI: 10.1016/j.pnpbp.2018.05.007] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 05/14/2018] [Accepted: 05/15/2018] [Indexed: 12/26/2022]
Abstract
The empirical approach to drug choice and dosing in depression often results into inadequate response and side effects. Pharmacogenetic (PGx) testing appears a promising way to implement personalized treatments. A systematic review was performed to identify available PGx tests, compare the genes they include with clinical guidelines and drug labels, and assess the quality of published clinical studies. ~40 commercial PGx tests are available and potential benefits were estimated for nine of them by clinical studies. The most part of studies are observational (9/21) or non-randomized case-control trials that compared standard care with PGx-guided treatment (6/21), six randomized controlled trials (RCTs) are available. The only genes included in all the available PGx tests and with recommendations in current clinical guidelines and drug labels are CYP2D6 and CYP2C19. There is heterogeneity among outcome measures across studies (response, remission, improvement, health care utilization, medication tolerability), as well as in trial design. Relatively weak clinical benefits were reported by RCTs and higher clinical benefits by non-RCTs, but the last group showed greater risk of bias. Lack of patient and rater's blindness, retrospective design and possible confounders (concomitant medications and medical diseases, lack of wash out prior to inclusion, no assessment of compliance etc.) were the main issues. Estimations of cost savings provided heterogeneous findings. Variants in CYP2D6 and CYP2C19 have already adequate support for clinical application. The development of future PGx tests should include best practices for clinical evidence development and for health economic assessment.
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Affiliation(s)
- Chiara Fabbri
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Joseph Zohar
- Department of Psychiatry, Sheba Medical Center, Tel Hashomer, and Sackler School of Medicine, Tel Aviv University, Israel
| | - Alessandro Serretti
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy.
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Calzone KA, Jenkins J, Culp S, Badzek L. Hospital nursing leadership-led interventions increased genomic awareness and educational intent in Magnet settings. Nurs Outlook 2017; 66:244-253. [PMID: 29544651 DOI: 10.1016/j.outlook.2017.10.010] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Revised: 10/23/2017] [Accepted: 10/30/2017] [Indexed: 01/02/2023]
Abstract
BACKGROUND The Precision Medicine Initiative will accelerate genomic discoveries that improve health care, necessitating a genomic competent workforce. PURPOSE This study assessed leadership team (administrator/educator) year-long interventions to improve registered nurses' (RNs) capacity to integrate genomics into practice. METHODS We examined genomic competency outcomes in 8,150 RNs. FINDINGS Awareness and intention to learn more increased compared with controls. Findings suggest achieving genomic competency requires a longer intervention and support strategies such as infrastructure and policies. Leadership played a role in mobilizing staff, resources, and supporting infrastructure to sustain a large-scale competency effort on an institutional basis. DISCUSSION Results demonstrate genomic workforce competency can be attained with leadership support and sufficient time. Our study provides evidence of the critical role health-care leaders play in facilitating genomic integration into health care to improve patient outcomes. Genomics' impact on quality, safety, and cost indicate a leader-initiated national competency effort is achievable and warranted.
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Affiliation(s)
- Kathleen A Calzone
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Bethesda, MD.
| | - Jean Jenkins
- National Institutes of Health, National Human Genome Research Institute, Genomic Healthcare Branch, Bethesda, MD
| | - Stacey Culp
- Department of Statistics, West Virginia University, Morgantown, WV
| | - Laurie Badzek
- University of North Carolina Wilmington School of Nursing, Wilmington, NC
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Schwartz EJ, Issa AM. The role of hospital pharmacists in the adoption and use of pharmacogenomics and precision medicine. Per Med 2017; 14:27-35. [DOI: 10.2217/pme-2016-0063] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Aim: Our aim was to assess the knowledge and attitudes of US hospital pharmacists about the implementation of clinical pharmacogenomics, and examine liability risks of adopting pharmacogenomics by pharmacists. Methods: We surveyed hospital pharmacists. Linear regression models of predictor variables for pharmacist adoption and use of pharmacogenomics were analyzed. Results: The survey was administered to 660 hospital pharmacists (23% response rate; n = 149). The majority of respondents (72%) favor implementing pharmacogenomics into pharmacy practice. However, only 25% are confident in their abilities to interpret pharmacogenomic test results. Conclusion: Pharmacists lack confidence in their abilities to interpret and use pharmacogenomic information in clinical care. These results raise potential liability risks that are pertinent to pharmacists.
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Affiliation(s)
- Emily J Schwartz
- Personalized Medicine & Targeted Therapeutics, University of the Sciences in Philadelphia, 600 S 43rd Street, Philadelphia, PA 19104, USA
| | - Amalia M Issa
- Personalized Medicine & Targeted Therapeutics, University of the Sciences in Philadelphia, 600 S 43rd Street, Philadelphia, PA 19104, USA
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Limkakeng AT, Monte AA, Kabrhel C, Puskarich M, Heitsch L, Tsalik EL, Shapiro NI. Systematic Molecular Phenotyping: A Path Toward Precision Emergency Medicine? Acad Emerg Med 2016; 23:1097-1106. [PMID: 27288269 PMCID: PMC5055430 DOI: 10.1111/acem.13027] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Revised: 04/20/2016] [Accepted: 06/03/2016] [Indexed: 11/27/2022]
Abstract
Precision medicine is an emerging approach to disease treatment and prevention that considers variability in patient genes, environment, and lifestyle. However, little has been written about how such research impacts emergency care. Recent advances in analytical techniques have made it possible to characterize patients in a more comprehensive and sophisticated fashion at the molecular level, promising highly individualized diagnosis and treatment. Among these techniques are various systematic molecular phenotyping analyses (e.g., genomics, transcriptomics, proteomics, and metabolomics). Although a number of emergency physicians use such techniques in their research, widespread discussion of these approaches has been lacking in the emergency care literature and many emergency physicians may be unfamiliar with them. In this article, we briefly review the underpinnings of such studies, note how they already impact acute care, discuss areas in which they might soon be applied, and identify challenges in translation to the emergency department (ED). While such techniques hold much promise, it is unclear whether the obstacles to translating their findings to the ED will be overcome in the near future. Such obstacles include validation, cost, turnaround time, user interface, decision support, standardization, and adoption by end-users.
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Affiliation(s)
| | - Andrew A Monte
- The Department of Emergency Medicine, Division of Medical Toxicology, University of Colorado-Denver, Aurora, CO
- The Rocky Mountain Poison & Drug Center Denver Health & Hospital Authority, Denver, CO
| | - Christopher Kabrhel
- The Department of Emergency Medicine, Center for Vascular Emergencies, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Michael Puskarich
- The Department of Emergency Medicine, University of Mississippi, Jackson, MS
| | - Laura Heitsch
- The Department of Emergency Medicine, Washington University, St. Louis, MO
| | - Ephraim L Tsalik
- The Emergency Medicine Service, Durham Veteran's Affairs Medical Center, Durham, NC
- The Center for Applied Genomics & Precision Medicine and Division of Infectious Diseases & International Health, Department of Medicine, Duke University, Durham, NC
| | - Nathan I Shapiro
- The Department of Emergency Medicine and Center for Vascular Biology Research, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA
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Rasmussen LV, Overby CL, Connolly J, Chute CG, Denny JC, Freimuth R, Hartzler AL, Holm IA, Manzi S, Pathak J, Peissig PL, Smith M, Williams MS, Shirts BH, Stoffel EM, Tarczy-Hornoch P, Rohrer Vitek CR, Wolf WA, Starren J. Practical considerations for implementing genomic information resources. Experiences from eMERGE and CSER. Appl Clin Inform 2016; 7:870-82. [PMID: 27652374 DOI: 10.4338/aci-2016-04-ra-0060] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Accepted: 08/12/2016] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES To understand opinions and perceptions on the state of information resources specifically targeted to genomics, and approaches to delivery in clinical practice. METHODS We conducted a survey of genomic content use and its clinical delivery from representatives across eight institutions in the electronic Medical Records and Genomics (eMERGE) network and two institutions in the Clinical Sequencing Exploratory Research (CSER) consortium in 2014. RESULTS Eleven responses representing distinct projects across ten sites showed heterogeneity in how content is being delivered, with provider-facing content primarily delivered via the electronic health record (EHR) (n=10), and paper/pamphlets as the leading mode for patient-facing content (n=9). There was general agreement (91%) that new content is needed for patients and providers specific to genomics, and that while aspects of this content could be shared across institutions there remain site-specific needs (73% in agreement). CONCLUSION This work identifies a need for the improved access to and expansion of information resources to support genomic medicine, and opportunities for content developers and EHR vendors to partner with institutions to develop needed resources, and streamline their use - such as a central content site in multiple modalities while implementing approaches to allow for site-specific customization.
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Affiliation(s)
- Luke V Rasmussen
- Luke Rasmussen, Division of Health and Biomedical Informatics, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, 750 North Lake Shore Drive, 11th Floor, Rubloff Building, Chicago, IL 60611, Phone: 312-503-2823
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9
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Fabbri C, Crisafulli C, Calabrò M, Spina E, Serretti A. Progress and prospects in pharmacogenetics of antidepressant drugs. Expert Opin Drug Metab Toxicol 2016; 12:1157-68. [DOI: 10.1080/17425255.2016.1202237] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Chiara Fabbri
- Department of Biomedical and NeuroMotor Sciences, University of Bologna, Bologna, Italy
| | - Concetta Crisafulli
- Department of Biomedical Science, Odontoiatric and Morphological and Functional Images, University of Messina, Messina, Italy
| | - Marco Calabrò
- Department of Biomedical Science, Odontoiatric and Morphological and Functional Images, University of Messina, Messina, Italy
| | - Edoardo Spina
- Department of Biomedical Science, Odontoiatric and Morphological and Functional Images, University of Messina, Messina, Italy
| | - Alessandro Serretti
- Department of Biomedical and NeuroMotor Sciences, University of Bologna, Bologna, Italy
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O'Brien TJ, LeLacheur S, Ward C, Lee NH, Callier S, Harralson AF. Impact of a personal CYP2D6 testing workshop on physician assistant student attitudes toward pharmacogenetics. Pharmacogenomics 2016; 17:341-52. [PMID: 26907849 DOI: 10.2217/pgs.15.182] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
AIM We assessed the impact of personal CYP2D6 testing on physician assistant student competency in, and attitudes toward, pharmacogenetics (PGx). MATERIALS & METHODS Buccal samples were genotyped for CYP2D6 polymorphisms. Results were discussed during a 3-h PGx workshop. PGx knowledge was assessed by pre- and post-tests. Focus groups assessed the impact of the workshop on attitudes toward the clinical utility of PGx. RESULTS Both student knowledge of PGx, and its perceived clinical utility, increased immediately following the workshop. However, exposure to PGx on clinical rotations following the workshop seemed to influence student attitudes toward PGx utility. CONCLUSION Personal CYP2D6 testing improves both knowledge and comfort with PGx. Continued exposure to PGx concepts is important for transfer of learning.
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Affiliation(s)
- Travis J O'Brien
- Department of Pharmacology & Physiology, The George Washington University School of Medicine & Health Sciences, Washington, DC 20037, USA
| | - Susan LeLacheur
- Department of Physician Assistant Studies, The George Washington University School of Medicine & Health Sciences, Washington, DC 20037, USA
| | - Caitlin Ward
- Department of Physician Assistant Studies, The George Washington University School of Medicine & Health Sciences, Washington, DC 20037, USA
| | - Norman H Lee
- Department of Pharmacology & Physiology, The George Washington University School of Medicine & Health Sciences, Washington, DC 20037, USA
| | - Shawneequa Callier
- Department of Clinical Research & Leadership, The George Washington University School of Medicine & Health Sciences, Washington, DC 20037, USA
| | - Arthur F Harralson
- Department of Pharmacogenomics, Bernard J Dunn School of Pharmacy, Shenandoah University, Ashburn, VA 22601, USA
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Chang MT, McCarthy JJ, Shin J. Clinical application of pharmacogenetics: focusing on practical issues. Pharmacogenomics 2015; 16:1733-41. [PMID: 26411302 DOI: 10.2217/pgs.15.112] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Recent large-scale genetic-based studies have transformed the field of pharmacogenetics to identify, characterize and leverage genetic information to inform patient care. Genetic testing can be used to alter drug selection, optimize drug dosing and prevent unnecessary adverse events. As precision medicine becomes the mainstay in the clinic, it becomes critical for clinicians to utilize pharmacogenetics to guide patient care. One primary challenge is identifying patients where genetic tests that can potentially impact patient care. To address this challenge, our review highlights many practical issues clinicians may encounter: identifying candidate patients and clinical laboratories for pharmacogenetic testing, selecting highly curated resources to help asses test validity, reimbursing costs of pharmacogenetic tests, and interpreting of pharmacogenetic test results.
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Affiliation(s)
- Matthew T Chang
- Departments of Bioengineering & Therapeutic Sciences, University of California, San Francisco, CA, USA
| | - Jeanette J McCarthy
- Division of Medical Genetics, University of California, San Francisco, CA, USA.,Department of Community & Family Medicine, Duke University, Durham, NC, USA
| | - Jaekyu Shin
- Department of Clinical Pharmacy, University of California, San Francisco, CA, USA
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Vorderstrasse A, Katsanis SH, Minear MA, Yang N, Rakhra-Burris T, Reeves JW, Cook-Deegan R, Ginsburg GS, Ann Simmons L. Perceptions of Personalized Medicine in an Academic Health System: Educational Findings. ACTA ACUST UNITED AC 2015; 3:14-19. [PMID: 26236542 DOI: 10.5455/jcme.20150408050414] [Citation(s) in RCA: 12] [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
OBJECTIVE Prior reports demonstrate that personalized medicine implementation in clinical care is lacking. Given the program focus at Duke University on personalized medicine, we assessed health care providers' perspectives on their preparation and educational needs to effectively integrate personalized medicine tools and applications into their clinical practices. METHODS Data from 78 health care providers who participated in a larger study of personalized and precision medicine at Duke University were analyzed using Qualtrics (descriptive statistics). Individuals age 18 years and older were recruited for the larger study through broad email contacts across the university and health system. All participants completed an online 35-question survey that was developed, pilot-tested, and administered by a team of interdisciplinary researchers and clinicians at the Center for Applied Genomics and Precision Medicine. RESULTS Overall, providers reported being ill-equipped to implement personalized medicine in clinical practice. Many respondents identified educational resources as critical for strengthening personalized medicine implementation in both research and clinical practice. Responses did not differ significantly between specialists and primary providers or by years since completion of the medical degree. CONCLUSIONS Survey findings support prior calls for provider and patient education in personalized medicine. Respondents identified focus areas in training, education, and research for improving personalized medicine uptake. Given respondents' emphasis on educational needs, now may be an ideal time to address these needs in clinical training and public education programs.
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Affiliation(s)
- Allison Vorderstrasse
- Center for Applied Genomics and Precision Medicine, Duke University Health System, Durham, NC ; Duke University School of Nursing, Durham, NC
| | - Sara Huston Katsanis
- Center for Applied Genomics and Precision Medicine, Duke University Health System, Durham, NC ; Duke Science & Society, Durham, NC
| | - Mollie A Minear
- Center for Applied Genomics and Precision Medicine, Duke University Health System, Durham, NC ; Duke Science & Society, Durham, NC
| | - Nancy Yang
- Mount Sinai School of Medicine, New York, NY
| | - Tejinder Rakhra-Burris
- Center for Applied Genomics and Precision Medicine, Duke University Health System, Durham, NC
| | - Jason W Reeves
- Center for Applied Genomics and Precision Medicine, Duke University Health System, Durham, NC
| | | | - Geoffrey S Ginsburg
- Center for Applied Genomics and Precision Medicine, Duke University Health System, Durham, NC
| | - Leigh Ann Simmons
- Center for Applied Genomics and Precision Medicine, Duke University Health System, Durham, NC ; Duke University School of Nursing, Durham, NC
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