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Moxham R, Tjokrowidjaja A, Devery S, Smyth R, McLean A, Roberts DM, Wu KHC. Clinical utilities and end-user experience of pharmacogenomics: 39 mo of clinical implementation experience in an Australian hospital setting. World J Med Genet 2023; 11:39-50. [DOI: 10.5496/wjmg.v11.i4.39] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 11/06/2023] [Accepted: 11/30/2023] [Indexed: 12/20/2023] Open
Abstract
BACKGROUND Pharmacogenomics (PG) testing is under-utilised in Australia. Our research provides Australia-specific data on the perspectives of patients who have had PG testing and those of the clinicians involved in their care, with the aim to inform wider adoption of PG into routine clinical practice.
AIM To investigate the frequency of actionable drug gene interactions and assess the perceived utility of PG among patients and clinicians.
METHODS We conducted a retrospective audit of PG undertaken by 100 patients at an Australian public hospital genetics service from 2018 to 2021. Via electronic surveys we compared and contrasted the experience, understanding and usage of results between these patients and their clinicians.
RESULTS Of 100 patients who had PG, 84% were taking prescription medications, of which 67% were taking medications with actionable drug-gene interactions. Twenty-five out of 81 invited patients and 17 out of 89 invited clinicians completed the surveys. Sixty-eight percent of patients understood their PG results and 48% had medications changed following testing. Paired patient-clinician surveys showed patient-perceived utility and experience was positive, contrasting their clinicians’ hesitancy on PG adoption who identified insufficient education/training, lack of clinical support, test turnaround time and cost as barriers to adoption.
CONCLUSION Our dichotomous findings between the perspectives of our patient and clinician cohorts suggest the uptake of PG is likely to be driven by patients and clinicians need to be prepared to provide information and guidance to their patients.
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Affiliation(s)
- Rosalind Moxham
- Clinical Genomics, St Vincent's Hospital, NSW, Sydney 2010, Australia
- School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales, NSW, Sydney 2031, Australia
| | - Andrew Tjokrowidjaja
- School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales, NSW, Sydney 2031, Australia
| | - Sophie Devery
- Clinical Genomics, St Vincent's Hospital, NSW, Sydney 2010, Australia
| | - Renee Smyth
- Clinical Genomics, St Vincent's Hospital, NSW, Sydney 2010, Australia
| | - Alison McLean
- Clinical Genomics, St Vincent's Hospital, NSW, Sydney 2010, Australia
- School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales, NSW, Sydney 2031, Australia
| | - Darren M Roberts
- School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales, NSW, Sydney 2031, Australia
- Clinical Pharmacology, Drug Health Services, Royal Prince Alfred Hospital, NSW, Sydney 2050, Australia
| | - Kathy H C Wu
- Clinical Genomics, St Vincent's Hospital, NSW, Sydney 2010, Australia
- School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales, NSW, Sydney 2031, Australia
- School of Medicine, University of Notre Dame Australia, NSW, Sydney 2010, Australia
- Discipline of Genetic Medicine, University of Sydney, NSW, Sydney 2006, Australia
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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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Gawronski BE, Cicali EJ, McDonough CW, Cottler LB, Duarte JD. Exploring perceptions, knowledge, and attitudes regarding pharmacogenetic testing in the medically underserved. Front Genet 2023; 13:1085994. [PMID: 36712853 PMCID: PMC9880414 DOI: 10.3389/fgene.2022.1085994] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 12/28/2022] [Indexed: 01/15/2023] Open
Abstract
Introduction: Pharmacogenetic testing may hold promise in addressing health disparities, as medically underserved patients appear to be prescribed medications with pharmacogenetic guidelines at higher rates. While routine clinical implementation of testing in medically underserved populations has not yet been achieved, using patient perspectives to inform implementation should increase the likelihood of success. The aim of this study was to assess the perceptions, knowledge, and attitudes regarding pharmacogenetic testing in medically underserved patients. Methods: We developed a survey instrument to assess respondent views on pharmacogenetic testing. The survey instrument was developed through a process of literature review, expert input, iterative pilot testing, and final refinement. The survey instrument was fielded to US adults with an estimated household income of $42,000 per year or less. Results: During the survey instrument development, 59 pilot testers provided 133 comments which lead to 38 revisions to the survey instrument. The nationwide survey resulted in 1,060 respondents, of which half (49.8%) reported having no health insurance or being on Medicaid. Most patients (78.9%) had not previously heard of pharmacogenetic testing. After being provided an explanation of pharmacogenetic testing, 60.5% were very or moderately interested in receiving testing if there were no cost and 75.8% of respondents agreed or strongly agreed that pharmacogenetic testing should be available to help with medication selection regardless of cost. Respondents shared that their greatest concern with pharmacogenetic testing was that the test would cost them money, which was expressed by over half (52.7%). This was followed by concerns that the results could reveal a risk for a disease, could affect health insurance, and would not improve care. Discussion: Our results indicate a strong interest in pharmacogenetic testing and identify key perceptions, attitudes, concerns, and potential barriers that can be addressed as pharmacogenetic testing is clinically implemented in medically underserved patient populations.
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Affiliation(s)
- Brian E. Gawronski
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, United States
- Center for Pharmacogenomics and Precision Medicine, College of Pharmacy, University of Florida, Gainesville, FL, United States
| | - Emily J. Cicali
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, United States
- Center for Pharmacogenomics and Precision Medicine, College of Pharmacy, University of Florida, Gainesville, FL, United States
| | - Caitrin W. McDonough
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, United States
- Center for Pharmacogenomics and Precision Medicine, College of Pharmacy, University of Florida, Gainesville, FL, United States
| | - Linda B. Cottler
- Department of Epidemiology, College of Public Health and Health Professions and College of Medicine, University of Florida, Gainesville, FL, United States
| | - Julio D. Duarte
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, United States
- Center for Pharmacogenomics and Precision Medicine, College of Pharmacy, University of Florida, Gainesville, FL, United States
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O'Shea J, Ryan C, Gallagher J, O'Brien C, Morris C, Dwyer E, Laughlin JM, Fitzpatrick L, O'Meara M, Kelly S, Knox S, Ledwidge M. Public perceptions of pharmacogenomic services in Ireland - Are people with chronic disease more likely to want service availability than those without? A questionnaire study. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2022; 8:100182. [PMID: 36200068 PMCID: PMC9529536 DOI: 10.1016/j.rcsop.2022.100182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 09/20/2022] [Accepted: 09/20/2022] [Indexed: 11/26/2022] Open
Abstract
Background As pharmacogenomic services begin to emerge in primary care, the insight of the public is crucial for its integration into clinical practice. Objectives To establish perceptions of pharmacogenomics (awareness, understanding, openness to availability, perceived benefits and concerns, willingness to pay, and service setting) and investigate if they differ between those with and without chronic disease(s). Methods An anonymous, online questionnaire generated using Qualtrics® and circulated via social media and posters placed in eight participating community pharmacies was conducted with Irish adults. The questions were designed to consider existing literature on patient perceptions of pharmacogenomics. Descriptive statistics were used to summarize questionnaire responses. Chi-square test was used to compare categorical variables, while independent sample t-test and one-way ANOVA were used to compare the mean values of two (with and without chronic disease) and three groups (multimorbidity (two or more chronic conditions) and polypharmacy (prescribed four or more regular medicines) (MMPP), a single chronic disease, and those without existing medical conditions) respectively Logistic regression was used to evaluate age and gender adjusted associations of chronic disease(s) with responses. A p-value <0.05 was considered statistically significant. Results A total of 421 responses were received, 30% (n = 120) of whom reported having a chronic disease. Overall, respondents reported low awareness (44%, n = 166) and poor knowledge (55%, n = 212) of pharmacogenomics. After explaining pharmacogenomics to respondents, patients with chronic disease(s) were 2.17 times more likely (p < 0.001) to want pharmacogenomic services availability than those without existing conditions, adjusted for age and gender (driven by preferences of those with MMPP than those with single chronic disease). Respondents demonstrated a high level of interest and noted both the potential benefits and downsides of pharmacogenomic testing. Willingness-to-pay was not associated with having a chronic disease and respondents were more positive about primary care (community pharmacy or general practice) rather than hospital-based pharmacogenomics implementation. Conclusion The Irish public in general and those with chronic disease in particular are strongly supportive of pharmacogenomic testing, highlighting an unmet need for its incorporation in medicines optimization. These data underline the need for more research on the implementation of community-based pharmacogenomics services for MMPP patients and ubiquitous pharmacogenomics education programs.
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Leppin A, Nielsen JB. Readiness to Accept Genetic Testing for Personalized Medicine: Survey Findings on the Role of Socio-Demographic Characteristics, Health Vulnerabilities, Perceived Genetic Risk and Personality Factors. J Pers Med 2022; 12:jpm12111836. [PMID: 36579571 PMCID: PMC9699615 DOI: 10.3390/jpm12111836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 10/03/2022] [Accepted: 10/13/2022] [Indexed: 11/06/2022] Open
Abstract
Studies from various countries have shown that majorities would accept genetic testing for personalization of treatment, but little is known about differences among population subgroups. The present study investigated whether readiness to accept a hypothetical cost-free offer of genetic testing to personalize treatment depends on socio-demographic characteristics, health-related vulnerabilities, personal dispositions, and prior awareness about personalized medicine. The study was based on a cross-sectional survey design. Out of a representative initial sample of 50-80-year-old Danish citizens (n = 15,072), n = 6807 returned a fully answered web-based questionnaire. Socio-demographic data were added from a national registry. Data were analyzed by multivariable logistic regression. A large majority of respondents (78.3%) expressed their readiness to be tested. Rates were higher in men, younger persons, and those with higher income. Additionally, ex-smokers and obese persons as well as those less satisfied with their health and respondents who perceived a personal genetic risk were more interested, as were those with higher internal health control, higher extraversion, higher emotional stability, and those who had not heard about this option before. Further research should investigate the specific concerns among population subgroups which need being addressed by systematic communication efforts in a clinical but also a broader public health context.
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Affiliation(s)
- Anja Leppin
- Unit for Health Promotion Research, Department of Public Health, Faculty of Health Sciences, University of Southern Denmark, 6705 Esbjerg, Denmark
- Correspondence:
| | - Jesper Bo Nielsen
- Unit for General Practice, Department of Public Health, Faculty of Health Sciences, University of Southern Denmark, 5000 Odense, Denmark
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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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Public Attitudes toward Pharmacogenomic Testing and Establishing a Statewide Pharmacogenomics Database in the State of Minnesota. J Pers Med 2022; 12:jpm12101615. [PMID: 36294754 PMCID: PMC9604616 DOI: 10.3390/jpm12101615] [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: 08/14/2022] [Revised: 09/18/2022] [Accepted: 09/19/2022] [Indexed: 11/07/2022] Open
Abstract
The clinical adoption and implementation of pharmacogenomics (PGx) beyond academic medical centers remains slow, restricting the general population from benefitting from this important component of personalized medicine. As an initial step in the statewide initiative of PGx implementation in Minnesota, we engaged community members and assessed attitudes towards PGx testing and acceptability of establishing a secure statewide PGx database for clinical and research use among Minnesota residents. Data was collected from 808 adult attendees at the 2021 Minnesota State Fair through an electronic survey. Eighty-four percent of respondents felt comfortable getting a PGx test for clinical care. Most respondents trusted health professionals (78.2%) and researchers (73.0%) to keep their PGx data private. The majority expressed their support and interest in participating in a statewide PGx database for clinical and research use (64–72%). Higher acceptability of the statewide PGx database was associated with younger age, higher education, higher health literacy, having health insurance, and prior genetic testing. The study sample representing Minnesota residents expressed high acceptability of receiving PGx testing and willingness to participate in PGx data sharing for clinical and research use. Community support and engagement are needed to advance PGx implementation and research on the state scale.
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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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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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11
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Rieder MJ, Elzagallaai AA. Pharmacogenomics in Children. Methods Mol Biol 2022; 2547:569-593. [PMID: 36068477 DOI: 10.1007/978-1-0716-2573-6_20] [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] [Indexed: 06/15/2023]
Abstract
Historically genetics has not been considered when prescribing drugs for children. However, it is clear that genetics are not only an important determinant of disease in children but also of drug response for many important drugs that are core agents used in the therapy of common problems in children. Advances in therapy and in the ethical construct of children's research have made pharmacogenomic assessment for children much easier to pursue. It is likely that pharmacogenomics will become part of the therapeutic decision-making process for children, notably in areas such as childhood cancer where weighing benefits and risks of therapy is crucial.
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Affiliation(s)
- Michael J Rieder
- Division of Paediatric Clinical Pharmacology, Department of Paediatrics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada.
| | - Abdelbaset A Elzagallaai
- Department of Physiology and Pharmacology, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
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12
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Hansen JM, Nørgaard JDSV, Kälvemark Sporrong S. A systematic review of pharmacogenetic testing in primary care: Attitudes of patients, general practitioners, and pharmacists. Res Social Adm Pharm 2021; 18:3230-3238. [PMID: 34996718 DOI: 10.1016/j.sapharm.2021.12.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 12/08/2021] [Accepted: 12/08/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Pharmacogenetic testing enhances patient safety by improving medical treatment and reducing side effects. It has shown potential in both primary and secondary care. However, implementation in healthcare, particularly in primary care, is slow. OBJECTIVE The objective was to review articles published on the attitudes towards, and knowledge on pharmacogenetic testing in primary care, among general practitioners, pharmacists, and patients. METHODS The review was performed according to the PRISMA checklist. A systemized literature search was followed by a 2-step screening process. Apart from the content of articles being within the scope of the review, inclusion criteria included: articles in English; primary research articles; qualitative, quantitative, or mixed methods. Content analysis was conducted as a qualitative meta-synthesis. The methodological rigor of included articles was assessed. RESULTS Fifteen studies were included. The analysis resulted in the following main themes: i) benefits of pharmacogenetic testing, ii) barriers to pharmacogenetic testing, iii) pharmacists' role in pharmacogenetic counselling, and iv) pharmacists' knowledge on pharmacogenetics. Methodological rigor was generally medium/high. CONCLUSIONS More studies are needed in this area, and there is a need for more education on pharmacogenetic testing for healthcare professionals. Issues like patient autonomy, economy, and access to tests also need to be addressed.
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Affiliation(s)
- Johanne Mølby Hansen
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100, København Ø, Denmark.
| | - Josefine D S V Nørgaard
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100, København Ø, Denmark; Capital Region Hospital Pharmacy, North Zealand Hospitals, Denmark.
| | - Sofia Kälvemark Sporrong
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100, København Ø, Denmark; Department of Pharmacy, Uppsala University, Box 580, 751 23, Uppsala, Sweden.
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13
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Botham J, Shilling V, Jones J. Patient and public understanding of the concept of 'personalised medicine' in relation to cancer treatment: a systematic review. Future Healthc J 2021; 8:e703-e708. [PMID: 34888471 DOI: 10.7861/fhj.2021-0063] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Personalised medicine (PM) is becoming increasingly integrated into standard clinical practice for treating numerous diseases, including cancer. Implementing PM into healthcare systems will only be successful with the acceptance and input of both patients' and public opinion. This review, therefore, aimed to identify both patients' and public understanding, and perceived benefits and concerns of PM in cancer treatment. A literature search was conducted using MEDLINE, EMBASE, PsycINFO and CINAHL databases. The eligibility criteria specified that papers must explore the public or patients' understanding of PM or pharmacogenomic (PGx) testing in relation to cancer treatment. Patients have a greater understanding of, and trust in, PM compared with members of the public, but often misunderstand how genomic testing in PM works. Key areas that can be targeted to inform future health literacy interventions include genetic literacy for the public and understanding of how PM testing and treatment works for patients.
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Affiliation(s)
- Jed Botham
- Brighton and Sussex Medical School, Brighton, UK
| | - Valerie Shilling
- Sussex Health Outcomes Research and Education in Cancer (SHORE-C), Brighton, UK
| | - John Jones
- Brighton and Sussex Medical School, Brighton, UK
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Muflih S, Alshogran OY, Al-Azzam S, Al-Taani G, Khader YS. Physicians' Knowledge and Attitudes Regarding Point-of-Care Pharmacogenetic Testing: A Hospital-Based Cross-Sectional Study. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2021; 14:655-665. [PMID: 34103970 PMCID: PMC8179816 DOI: 10.2147/pgpm.s307694] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Accepted: 04/26/2021] [Indexed: 12/03/2022]
Abstract
Introduction Pharmacogenetic testing (PGx) is a diagnostic technique used by physicians to determine the possible reactions of patients to drug treatment on the basis of their genetic makeup. The aim of this study was to determine the impact of physicians’ awareness, attitudes, and sociodemographics on the adoption of point-of-care (POC) PGx testing as a diagnostic method, as well as the impact of their knowledge, attitudes, and sociodemographics on its adoption. Methods A cross-sectional survey of 200 physicians and medical trainees working at the Clinics of King Abdullah University Hospital in Jordan was performed. Data on sociodemographics, knowledge and attitudes concerning PGx testing, genetic information sources, and barriers to POC-PGx testing adoption were gathered. Results Participants’ perceived knowledge of the role of PGx testing in therapeutic decision-making was rated as “Excellent” (1.9%), “Very Good” (19.4%), “Good” (34.4%), “Fair” (32.5%), and “Poor” (11.9%). Physicians’ actual knowledge of PGx testing was adequate (mean=3.56 out of 7, SD=1.2), but their attitudes were generally favorable (mean=3.64 out of 5.00, SD=0.52). According to Rogers’ theory, many variables (eg, perceived need, relative advantage, compatibility) had a significant impact on physicians’ willingness to endorse POC-PGx testing. Discussion The majority of physicians stated that they were unaware of PGx testing. Physicians’ perceived knowledge of POC-PGx testing, however, was higher than those who participated in other studies. Participants were optimistic about the future benefits of PGx testing in prescribing effective medications and reducing potential side effects, which were consistent with previous studies. Physicians’ willingness to accept and implement POC-PGx testing was hampered by a lack of PGx expertise, as well as concerns about patient confidentiality, employability, and insurability. More training and genetic courses are needed, according to the majority of participants.
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Affiliation(s)
- Suhaib Muflih
- Department of Clinical Pharmacy, Jordan University of Science and Technology, Irbid, 22110, Jordan
| | - Osama Y Alshogran
- Department of Clinical Pharmacy, Jordan University of Science and Technology, Irbid, 22110, Jordan
| | - Sayer Al-Azzam
- Department of Clinical Pharmacy, Jordan University of Science and Technology, Irbid, 22110, Jordan
| | - Ghaith Al-Taani
- Department of Pharmacy Practice, Yarmouk University, Irbid, Jordan
| | - Yousef S Khader
- Department of Public Health, Jordan University of Science and Technology, Irbid, 22110, Jordan
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15
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Tsuji D, Saito Y, Mushiroda T, Miura M, Hira D, Terada T. Results of a nationwide survey of Japanese pharmacists regarding the application of pharmacogenomic testing in precision medicine. J Clin Pharm Ther 2021; 46:649-657. [PMID: 33555613 DOI: 10.1111/jcpt.13367] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 12/23/2020] [Accepted: 01/19/2021] [Indexed: 02/03/2023]
Abstract
WHAT IS KNOWN AND OBJECTIVE Pharmacogenomics (PGx) testing can be effective for supporting precision medicine. The purpose of this study was to assess the knowledge, attitude and practice behaviours of pharmacists in relation to such testing through a survey. We also aimed to identify potential obstacles to implementation of PGx testing by pharmacists and the characteristics of hospital pharmacists involved. METHODS We performed a web-based survey regarding PGx in Japan. The survey contained a questionnaire related to PGx, which consisted of 30 items and was made accessible via the official Japanese Society of Pharmaceutical Health Care and Sciences (JSPHCS) website. The characteristics of hospital pharmacists associated with involvement in PGx testing were evaluated using univariate and multivariate analyses. RESULTS AND DISCUSSION One thousand three-hundred and thirteen pharmacists responded to the survey. The results revealed that the majority of respondents recognized the role that germline PGx testing can play in determining individual drug responses and that pharmacists have embraced the potential of PGx testing to improve patient care. However, only 26% of pharmacists were involved in PGx testing. We also found that most respondents (81.0%) believed that the lack of insurance coverage for PGx testing was a major barrier to its clinical implementation. Hospital pharmacists involved in PGx testing included certified pharmacists in JSPHCS and pharmacists who had studied PGx in university; however, only 12.4% of pharmacists had received specific PGx-related education. WHAT IS NEW AND CONCLUSION The findings of this survey highlight the necessity to increase the number of PGx tests covered by insurance, and the importance of effective education to inform and facilitate clinical implementation of PGx testing.
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Affiliation(s)
- Daiki Tsuji
- Department of Clinical Pharmacology & Genetics, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka City, Shizuoka, Japan
| | - Yoshiro Saito
- Division of Medicinal Safety Science, National Institute of Health Sciences, Kawasaki City, Kanagawa, Japan
| | - Taisei Mushiroda
- Laboratory for Pharmacogenomics, RIKEN Center for Integrative Medical Sciences, Yokohama City, Kanagawa, Japan
| | - Masatomo Miura
- Department of Pharmacy, Akita University Hospital, Akita City, Akita, Japan
| | - Daiki Hira
- Laboratory of Clinical Pharmacy, College of Pharmaceutical Sciences, Ritsumeikan University, Kusatsu City, Shiga, Japan
| | - Tomohiro Terada
- Department of Pharmacy, Shiga University of Medical Science Hospital, Otsu City, Shiga, Japan
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Knowledge, Attitudes, and Perceived Barriers toward Genetic Testing and Pharmacogenomics among Healthcare Workers in the United Arab Emirates: A Cross-Sectional Study. J Pers Med 2020; 10:jpm10040216. [PMID: 33182317 PMCID: PMC7711841 DOI: 10.3390/jpm10040216] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 10/27/2020] [Accepted: 11/05/2020] [Indexed: 02/05/2023] Open
Abstract
In order to successfully translate the scientific models of genetic testing and pharmacogenomics into clinical practice, empowering healthcare workers with the right knowledge and functional understanding on the subject is essential. Limited research in the United Arab Emirates (UAE) have assessed healthcare worker stances towards genomics. This study aimed to assess healthcare workers’ knowledge and attitudes on genetic testing. A cross-sectional study was conducted among healthcare workers practicing in either public or private hospitals or clinics as pharmacists, nurses, physicians, managers, and allied health. Participants were recruited randomly and via snowball techniques. Surveys were collected between April and September 2019; out of 552 respondents, 63.4% were female, the mean age was 38 (±9.6) years old. The mean knowledge score was 5.2 (±2.3) out of nine, which shows a fair level of knowledge. The scores of respondents of pharmacy were 5.1 (±2.5), medicine 6.0 (±2.0), and nursing 4.8 (±2.1). All participants exhibited a fair knowledge level about genetic testing and pharmacogenomics. Of the respondents, 91.9% showed a positive attitude regarding availability of genetic testing. The top identified barrier to implementation was the cost of testing (62%), followed by lack of training or education and insurance coverage (57.8% and 57.2%, respectively). Building upon the positive attitudes and tackling the barriers and challenges will pave the road for full implementation of genetic testing and pharmacogenomics in the UAE. We recommend empowering healthcare workers by improving needed and tailored competencies related to their area of practice. We strongly urge the stakeholders to streamline and benchmark the workflow, algorithm, and guidelines to standardize the health and electronic system. Lastly, we advocate utilizing technology and electronic decision support as well as the translational report to back up healthcare workers in the UAE.
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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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18
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Determinants of stakeholders' intention to adopt pharmacogenomic. THE PHARMACOGENOMICS JOURNAL 2020; 20:801-812. [PMID: 32457399 DOI: 10.1038/s41397-020-0167-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 05/08/2020] [Accepted: 05/14/2020] [Indexed: 12/28/2022]
Abstract
Pharmacogenomics (PGx) testing, which aims to identify the genes that affect our responses to drugs, has been favoured by healthcare professionals as a means of maximising drug efficacy and improving the safety and cost-effectiveness of healthcare. Support from the public is needed to determine the successful development of this technology and its implementation in society. Therefore, the objective of this paper was to analyse factors that influence stakeholders' intentions to adopt pharmacogenomic testing in Malaysia. A validated instrument was administered through face-to-face interviews with a total of 421 adult respondents who were stratified according to 2 stakeholder groups: healthcare providers (n = 221) and patients/family members (n = 200). The data were then analysed using SPSS® version 24 software and the advanced multivariate statistical approach of Partial Least Square (PLS) path modelling in order to analyse the complex relationships among variables. Results of the studies indicated that the Malaysian stakeholders had a high amount of trust in the key players (mean score of 5.31), perceived high benefits (mean score of 5.53) and claimed to have high intentions of adopting PGx (mean score of 5.39). The majority of the predictors have significant direct relationships with the intention to adopt PGx, with the exception of moral concerns. Perceived benefits appeared to be the most important direct predictor of the intention to adopt PGx testing (ß = 0.371, P < 0.001) followed by trust in the key players (ß = 0.312, P < 0.001), engagement (ß = 0.272, P < 0.001) and religiosity (ß = 0.133, P < 0.01). In addition, perceived risks also had a direct negative association with the intention to adopt PGx (ß = -0.096, P < 0.05). At the same time, the perceived benefits also served as a mediator for all the other factors except risk. The results provide insights into the multidimensional nature of the determinants of the intention to adopt PGx testing in Malaysia. Although the results showed that the stakeholders in Malaysia were very positive towards PGx testing, they were also cautious about it. The predictors identified in this study can serve as indicators for social acceptance of PGx testing to facilitate the clinical research and implementation of PGx.
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Frigon MP, Blackburn MÈ, Dubois-Bouchard C, Gagnon AL, Tardif S, Tremblay K. Pharmacogenetic testing in primary care practice: opinions of physicians, pharmacists and patients. Pharmacogenomics 2020; 20:589-598. [PMID: 31190623 DOI: 10.2217/pgs-2019-0004] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Aim: Although health authorities have set pharmacogenetic (PGx) markers on labels of hundreds of drugs, the use of PGx in clinical care remains infrequent. The adoption of PGx will depend on the opinions of physicians, pharmacists and patients. Materials & methods: Qualitative focus group interviews were performed with 23 physicians, 11 pharmacists and 30 patients. Results: Majority of the participants showed enthusiasm toward the implementation of PGx in clinics. Lack of knowledge on PGx, roles of healthcare providers, factors in favor and challenges of PGx implementation, ethical and insurance issues, educational and tools needs were the key themes that emerged from the interviews. Conclusion: Several barriers impede the uptake of PGx in clinics, however, opinions of physicians, pharmacists and patients are mostly favorable.
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Affiliation(s)
- Marie-Pier Frigon
- Community Genomic Medicine Centre & biocluster ECOGENE-21, Department of Medicine, Université de Montréal, Saguenay, QC, Canada
| | | | | | - Ann-Lorie Gagnon
- Community Genomic Medicine Centre & biocluster ECOGENE-21, Department of Medicine, Université de Montréal, Saguenay, QC, Canada
| | - Suzie Tardif
- ÉCOBES-Research & Transfer Center, Cégep de Jonquière, QC, Canada
| | - Karine Tremblay
- Community Genomic Medicine Centre & biocluster ECOGENE-21, Department of Medicine, Université de Montréal, Saguenay, QC, Canada.,Centre intégré universitaire de santé et de services sociaux du Saguenay-Lac-Saint-Jean, Saguenay, QC, Canada
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20
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Muflih S, Al-Husein BA, Karasneh R, Alzoubi KH. Physicians' Attitudes and Ethical Obligations to Pharmacogenetic Testing. J Multidiscip Healthc 2020; 13:249-258. [PMID: 32210569 PMCID: PMC7071873 DOI: 10.2147/jmdh.s245369] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 02/27/2020] [Indexed: 12/29/2022] Open
Abstract
INTRODUCTION Despite the increased utilization of pharmacogenetic (PGt) testing to guide drug therapy, little is known about the ethical challenges posed by the use of these genetic tools. METHODS This cross-sectional study aimed to address ethical issues related to ancillary genetic information, consent forms, and potential confidentiality breaches from physicians' perspectives. A questionnaire was administered to all practicing physicians working in KAUH. RESULTS Almost 49% and 65% of physicians were willing to recommend PGt testing for adult and pediatric patients, respectively. The findings showed that physicians attitudes towards the clinical utility of PGt testing became more preceptive. The majority (73.7%) indicated that PGt testing should not be treated as other routine laboratory tests. The finding also focused on potential conflicts regarding ancillary genetic information, in which 78.8% indicated that they would like to preserve the confidentiality and privacy of the patients and only 14.4% of physicians did not feel obligated to let patients know about any future risk that might be uncovered using PGt testing. The findings showed that collecting both verbal and written consents was imperative prior to testing. Seriousness and predictability of the diseases were reported to be legitimate circumstances that allow disclosure of genetic information. DISCUSSION Unless the field of PGt testing addresses the ethical challenges that might be encountered during PGt treatment, these issues might influence its acceptance in routine clinical settings. Establishing a minimal set of ethical standards may help emphasize the role of physicians and thus facilitate the implementation of PGt tests.
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Affiliation(s)
- Suhaib Muflih
- Department of Clinical Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Belal A Al-Husein
- Department of Clinical Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Reema Karasneh
- Department of Basic Medical Sciences, Yarmouk University, Irbid, Jordan
| | - Karem H Alzoubi
- Department of Clinical Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
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21
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Meloche M, Kwon HJ, Letarte N, Bussières JF, Vadnais B, Hurlimann T, Lavoie A, Beauchesne MF, de Denus S. Opinion, experience and educational preferences concerning pharmacogenomics: an exploratory study of Quebec pharmacists. Pharmacogenomics 2020; 21:235-245. [DOI: 10.2217/pgs-2019-0135] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Aim: To evaluate the current opinion, experience and educational preferences of pharmacists in Quebec concerning pharmacogenomics. Method: A web-based survey containing 25 questions was sent to all Quebec pharmacists. Results: Most pharmacists were willing to advise patients (81%) and physicians (84%) on treatment choices based on pharmacogenomic test results after proper training. Only 31% had been previously exposed to pharmacogenomic test results, and 91% were favorable to pharmacogenomics training, with e-learning through interactive video sessions (69%). The preferred training session length was between 1 and 3 h (59%). Hospital pharmacists were more often exposed to pharmacogenomic tests (p < 0.0001) and more frequently advised patients on treatment choices (p < 0.001) than community pharmacists. Conclusion: Pharmacists remain favorable toward pharmacogenomics, but its use in clinical practice stays limited. Identifying the educational preferences of pharmacists may help in the development of educational programs to help them integrate pharmacogenomics in their clinical practice.
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Affiliation(s)
- Maxime Meloche
- Faculty of Pharmacy, Université de Montréal, Montreal, Canada
- Montreal Heart Institute, Montreal, Canada
| | - Hyuk J Kwon
- Faculty of Pharmacy, Université de Montréal, Montreal, Canada
| | - Nathalie Letarte
- Faculty of Pharmacy, Université de Montréal, Montreal, Canada
- Department of Pharmacy, Centre Hospitalier de l’Université de Montréal, Montreal, Canada
| | - Jean-François Bussières
- Faculty of Pharmacy, Université de Montréal, Montreal, Canada
- Department of Pharmacy, Sainte-Justine University Hospital Center, Montreal, Canada
| | - Barbara Vadnais
- Faculty of Pharmacy, Université de Montréal, Montreal, Canada
- Department of Pharmacy, Hôpital Maisonneuve-Rosemont, Montreal, Canada
| | - Thierry Hurlimann
- Department of Social & Preventive Medicine, Bioethics Programs, Faculty of Medicine, Université de Montréal, Montreal, Canada
| | - Annie Lavoie
- Department of Pharmacy, Sainte-Justine University Hospital Center, Montreal, Canada
| | - Marie-France Beauchesne
- Faculty of Pharmacy, Université de Montréal, Montreal, Canada
- Research Center, Centre Intégré Universitaire de Santé et de Services Sociaux de l’Estrie-Centre Hospitalier Universitaire de Sherbrooke, Installations Hôtel-Dieu et Fleurimont, Sherbrooke, Canada
| | - Simon de Denus
- Faculty of Pharmacy, Université de Montréal, Montreal, Canada
- Montreal Heart Institute, Montreal, Canada
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22
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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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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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Wu AC, Kiley JP, Noel PJ, Amur S, Burchard EG, Clancy JP, Galanter J, Inada M, Jones TK, Kropski JA, Loyd JE, Nogee LM, Raby BA, Rogers AJ, Schwartz DA, Sin DD, Spira A, Weiss ST, Young LR, Himes BE. Current Status and Future Opportunities in Lung Precision Medicine Research with a Focus on Biomarkers. An American Thoracic Society/National Heart, Lung, and Blood Institute Research Statement. Am J Respir Crit Care Med 2019; 198:e116-e136. [PMID: 30640517 DOI: 10.1164/rccm.201810-1895st] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Thousands of biomarker tests are either available or under development for lung diseases. In many cases, adoption of these tests into clinical practice is outpacing the generation and evaluation of sufficient data to determine clinical utility and ability to improve health outcomes. There is a need for a systematically organized report that provides guidance on how to understand and evaluate use of biomarker tests for lung diseases. METHODS We assembled a diverse group of clinicians and researchers from the American Thoracic Society and leaders from the National Heart, Lung, and Blood Institute with expertise in various aspects of precision medicine to review the current status of biomarker tests in lung diseases. Experts summarized existing biomarker tests that are available for lung cancer, pulmonary arterial hypertension, idiopathic pulmonary fibrosis, asthma, chronic obstructive pulmonary disease, sepsis, acute respiratory distress syndrome, cystic fibrosis, and other rare lung diseases. The group identified knowledge gaps that future research studies can address to efficiently translate biomarker tests into clinical practice, assess their cost-effectiveness, and ensure they apply to diverse, real-life populations. RESULTS We found that the status of biomarker tests in lung diseases is highly variable depending on the disease. Nevertheless, biomarker tests in lung diseases show great promise in improving clinical care. To efficiently translate biomarkers into tests used widely in clinical practice, researchers need to address specific clinical unmet needs, secure support for biomarker discovery efforts, conduct analytical and clinical validation studies, ensure tests have clinical utility, and facilitate appropriate adoption into routine clinical practice. CONCLUSIONS Although progress has been made toward implementation of precision medicine for lung diseases in clinical practice in certain settings, additional studies focused on addressing specific unmet clinical needs are required to evaluate the clinical utility of biomarkers; ensure their generalizability to diverse, real-life populations; and determine their cost-effectiveness.
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Pendergrass SA, Crist RC, Jones LK, Hoch JR, Berrettini WH. The importance of buprenorphine research in the opioid crisis. Mol Psychiatry 2019; 24:626-632. [PMID: 30617273 DOI: 10.1038/s41380-018-0329-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 10/15/2018] [Accepted: 11/14/2018] [Indexed: 12/14/2022]
Abstract
With the urgency to treat patients more effectively for opioid use disorder in the midst of the opioid epidemic, a key area for precision medicine is to improve individualized medication-assisted treatment for opioid use disorder. The expansion of medication-assisted treatment is a key to reducing illicit opioid use, preventing opioid overdose deaths, and reducing the comorbidities and societal impacts of opioid use disorder. The most common medication for opioid use disorder will soon be buprenorphine. Research to date shows the successful impact of buprenorphine treatment, including the pharmacogenomics of buprenorphine response and treatment efficacy. Buprenorphine is also a promising treatment for depression and anxiety, and neonatal opioid withdrawal syndrome (NOWS). However, the rates of success with medication-assisted treatment for opioid use disorder, particularly at the beginning of treatment, still show many individuals relapsing to illicit opioid use. With the scope of the opioid crisis, there is an urgent need for expansion of buprenorphine treatment research to provide critical information for improving outcomes of opioid use disorder. Implementing the best strategies for opioid use disorder treatment is of dire urgency and will save lives.
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Affiliation(s)
- Sarah A Pendergrass
- Biomedical and Translational Informatics Department, Geisinger, Danville, PA, USA.
| | - Richard C Crist
- Center for Neurobiology and Behavior, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Laney K Jones
- Center for Pharmacy Innovation and Outcomes, Precision Health Center, Geisinger, Forty Fort, PA, USA
| | - Jason R Hoch
- Department of Psychiatry and Addiction Medicine, Neurosciences Institute, Geisinger, Danville, PA, USA
| | - Wade H Berrettini
- Center for Neurobiology and Behavior, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Geisinger, Danville, PA, USA
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Muflih S, Bleidt BA, Lafferty L, Shawaqfeh MS, Alvarez G. Measuring knowledge and attitudes towards the utilization of pharmacogenetic testing among physicians. JOURNAL OF PHARMACEUTICAL HEALTH SERVICES RESEARCH 2019. [DOI: 10.1111/jphs.12289] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Suhaib Muflih
- College of Pharmacy Nova Southeastern UniversityDavie Florida USA
| | - Barry A. Bleidt
- College of Pharmacy Nova Southeastern UniversityDavie Florida USA
| | - Lynn Lafferty
- Dr. Kiran C. Patel College of Osteopathic Medicine Nova Southeastern University Fort Lauderdale Florida USA
| | - Mohammad S. Shawaqfeh
- College of Pharmacy King Saud Bin Abdulaziz University for Health Sciences (KSAU‐HS) Riyadh Saudi Arabia
| | - Goar Alvarez
- College of Pharmacy Nova Southeastern UniversityDavie Florida USA
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International survey of patients undergoing percutaneous coronary intervention and their attitudes toward pharmacogenetic testing. Pharmacogenet Genomics 2019; 29:76-83. [PMID: 30724853 DOI: 10.1097/fpc.0000000000000368] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To evaluate perceptions toward pharmacogenetic testing of patients undergoing percutaneous coronary intervention (PCI) who are prescribed dual antiplatelet therapy (DAPT) and whether geographical differences in these perceptions exist. PARTICIPANTS AND METHODS TAILOR-PCI is the largest genotype-based cardiovascular clinical trial randomizing participants to conventional DAPT or prospective genotyping-guided DAPT. Enrolled patients completed surveys before and 6 months after randomization. RESULTS A total of 1327 patients completed baseline surveys of whom 28, 29, and 43% were from Korea, Canada and the USA, respectively. Most patients (77%) valued identifying pharmacogenetic variants; however, fewer Koreans (44%) as compared with Canadians (91%) and USA (89%) patients identified pharmacogenetics as being important (P<0.001). After adjusting for age, sex, and country, those who were confident in their ability to understand genetic information were significantly more likely to value identifying pharmacogenetic variants (odds ratio: 30.0; 95% confidence interval: 20.5-43.8). Only 21% of Koreans, as opposed to 86 and 77% of patients in Canada and USA, respectively, were confident in their ability to understand genetic information (P<0.001). CONCLUSION Although genetically mediated clopidogrel resistance is more prevalent amongst Asians, Koreans undergoing PCI identified pharmacogenetic variants as less important to their healthcare, likely related to their lack of confidence in their ability to understand genetic information. To enable successful implementation of pharmacogenetic testing on a global scale, the possibility of international population differences in perceptions should be considered.
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Kim K, Magness JW, Nelson R, Baron V, Brixner DI. Clinical Utility of Pharmacogenetic Testing and a Clinical Decision Support Tool to Enhance the Identification of Drug Therapy Problems Through Medication Therapy Management in Polypharmacy Patients. J Manag Care Spec Pharm 2019; 24:1250-1259. [PMID: 30479202 PMCID: PMC10397798 DOI: 10.18553/jmcp.2018.24.12.1250] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND In polypharmacy patients, medication therapy management (MTM) services provide a comprehensive review of current medications and future treatment goals. Pharmacogenetics (PGx) may further optimize the identification of potential drug therapy problems (DTPs); however, the clinical utility of PGx information with a clinical decision support tool (CDST) in an MTM setting in identifying DTPs has not been systematically assessed. OBJECTIVE To assess the clinical utility of an MTM service enhanced by pharmacogenetic test results and a clinical decision support tool. METHODS This study was a post hoc analysis of the data obtained from an open-label, randomized, observational trial. Polypharmacy patients eligible for MTM service were randomly assigned to 3 intervention arms: standard MTM (SMTM), MTM incorporating CDST (CMTM), and CMTM further enhanced by PGx test results of CYP450 and VKORC1 enzymes (PGxMTM). Allocation for this post hoc analysis was based on patient adherence to the research protocol and completion of a PGx test. The number of DTPs per patient was compared across the 3 arms using analysis of variance. In addition, the frequency of serious DTPs as a categorical variable (grade 3 or above vs. lower grade) was compared across the 3 arms between PGx driven and non-PGx driven DTP recommendations. Statistical significance was tested using the chi-square test. The level of agreement between the DTP seriousness and the acceptance made by prescribers was presented as Cohen's kappa coefficient. RESULTS Numbers of patients after cohort reallocation based on completion of PGx testing were 104, 180, and 58 for the SMTM, CMTM, and PGxMTM arms, respectively. On average, 3.08 DTPs were identified for each patient, which was nearly identical across all 3 arms. Blinded clinical pharmacists considered seriousness (grade 3 or 4) in 31% of the PGx-related DTPs in comparison with 4.9% of the non-PGx DTPs (P < 0.001). The more serious (i.e., grade 3 or above) DTP recommendations were more likely to be accepted by prescribers with the odds ratios of 1.95 (P = 0.05) and 2.39 (P = 0.15), when the analysis was performed for all DTPs and DTPs from the PGxMTM arm only, respectively. CONCLUSIONS MTM enhanced by PGx testing and the clinical decision support tool did not increase the number of DTPs identified. However, PGx testing and the decision support software helps pharmacists determine more serious DTPs, and resulting subsequent recommendations were more readily accepted by a prescriber. Future study of the patient safety outcomes and overall health care costs associated with the utility of the decision support is warranted. DISCLOSURES No funding was received for conducting the post hoc analysis presented in this study. Magness is employed by Magellan Health, which received funding from Genelex for costs to administrate the medication management program. The open-label randomized trial was sponsored by Genelex (Clinicaltrials.gov ID number NCT02428660). PGx tests were provided and laboratory analysis was performed by Genelex. Valerie Baron is an employee of YouScript, which created the clinical decision support tool used in this study and formerly was part of Genelex. The other authors have nothing to disclose.
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Affiliation(s)
- Kibum Kim
- 1 Pharmacotherapy Outcomes Research Center and Department of Pathology, University of Utah, Salt Lake City
| | | | - Ryan Nelson
- 3 Pharmacotherapy Outcomes Research Center, University of Utah, Salt Lake City
| | | | - Diana I Brixner
- 5 Pharmacotherapy Outcomes Research Center and Department of Pharmacotherapy, University of Utah, Salt Lake City, and Program in Personalized Health Care, University Health, Salt Lake City, Utah
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Jeong G. Public preferences regarding adoption of personal genomic testing based on best–worst scaling. HEALTH POLICY AND TECHNOLOGY 2018. [DOI: 10.1016/j.hlpt.2018.10.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Jones LK, Kulchak Rahm A, Gionfriddo MR, Williams JL, Fan AL, Pulk RA, Wright EA, Williams MS. Developing Pharmacogenomic Reports: Insights from Patients and Clinicians. Clin Transl Sci 2018; 11:289-295. [PMID: 29316365 PMCID: PMC5944570 DOI: 10.1111/cts.12534] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Accepted: 12/06/2017] [Indexed: 01/17/2023] Open
Abstract
Increasingly, for a variety of indications, patients have their genomes sequenced and actionable results returned. A subset of returned results is pharmacogenomic (PGx) variants involved in the metabolism or action of medications. Although the impact of these variants on health is well-documented, little research exists on how to communicate these findings to patients and clinicians. We conducted semistructured interviews with end users to understand how best to communicate PGx results. Overall, patients and clinicians had similar opinions regarding report content, delivery, and application. Unique concerns specific to each stakeholder group were also expressed. Patients wanted an easy-to-understand individualized report that clinicians utilized to guide their care. Clinicians wanted reports that were easy-to-use, actionable, and integrated into their workflow. Implementation of these reports in a clinical setting will allow for broader user feedback and iterative improvement.
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Affiliation(s)
| | | | | | | | - Audrey L. Fan
- GeisingerDanvillePennsylvaniaUSA
- Genome MedicalSan FranciscoCaliforniaUSA
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Lee YM, Manzoor BS, Cavallari LH, Nutescu EA. Facilitators and Barriers to the Adoption of Pharmacogenetic Testing in an Inner-City Population. Pharmacotherapy 2018; 38:205-216. [DOI: 10.1002/phar.2077] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Yee Ming Lee
- Department of Clinical Pharmacy; University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences; Aurora Colorado
| | - Beenish S. Manzoor
- Department of Pharmacy, Systems Outcomes, and Policy; College of Pharmacy; University of Illinois at Chicago; Chicago Illinois
| | - Larisa H. Cavallari
- Department of Pharmacotherapy and Translational Research; Center for Pharmacogenomics; College of Pharmacy; University of Florida; Gainesville Florida
| | - Edith A. Nutescu
- Department of Pharmacy, Systems Outcomes, and Policy; College of Pharmacy; University of Illinois at Chicago; Chicago Illinois
- Center for Pharmacoepidemiology and Pharmacoeconomic Research; College of Pharmacy; University of Illinois at Chicago; Chicago Illinois
- Personalized Medicine Program; The University of Illinois at Chicago Hospital & Health Sciences System (UI-Health); Chicago Illinois
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Mukherjee C, Sweet KM, Luzum JA, Abdel-Rasoul M, Christman MF, Kitzmiller JP. Clinical pharmacogenomics: patient perspectives of pharmacogenomic testing and the incidence of actionable test results in a chronic disease cohort. Per Med 2017; 14:383-388. [PMID: 29181084 DOI: 10.2217/pme-2017-0022] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2017] [Accepted: 07/04/2017] [Indexed: 02/06/2023]
Abstract
Aim This study aimed to examine pharmacogenomic test results and patient perspectives at an academic cardiovascular medicine clinic. Patients & methods Test results for three common cardiovascular drug-gene tests (warfarin-CYP2C9-VKORC1, clopidogrel-CYP2C19 and simvastatin-SLCO1B1) of 208 patients in the Ohio State University-Coriell Personalized Medicine Collaborative were examined to determine the incidence of potentially actionable test results. A post-hoc, anonymous, patient survey was also conducted. Results Potentially actionable test results for at least one of the three drug-gene tests were determined in 170 (82%) patients. Survey responses (n = 134) suggested that patients generally considered their test results to be important (median of 7.5 on a 10-point scale of importance) and were interested (median of 7.3 on a 10-point scale of interest) in a Clinical Pharmacogenomic Service. Conclusion Attitudes toward pharmacogenomic testing were generally favorable, and potentially actionable test results were not uncommon in this cardiovascular medicine cohort.
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Affiliation(s)
- Chandrama Mukherjee
- Department of Biological Chemistry & Pharmacology, Ohio State University, Columbus, OH 43210, USA.,Department of Biological Chemistry & Pharmacology, Ohio State University, Columbus, OH 43210, USA
| | - Kevin M Sweet
- Division of Human Genetics, Ohio State University, Columbus, OH 43210, USA.,Division of Human Genetics, Ohio State University, Columbus, OH 43210, USA
| | - Jasmine A Luzum
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI 48109, USA.,Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mahmoud Abdel-Rasoul
- Center for Biostatistics, College of Medicine, Ohio State University, 1800 Cannon Drive Columbus, OH 43210, USA.,Center for Biostatistics, College of Medicine, Ohio State University, 1800 Cannon Drive Columbus, OH 43210, USA
| | - Michael F Christman
- Coriell Institute for Medical Research, Camden, NJ 08103, USA.,Coriell Institute for Medical Research, Camden, NJ 08103, USA
| | - Joseph P Kitzmiller
- Department of Biological Chemistry & Pharmacology, Ohio State University, Columbus, OH 43210, USA.,Center for Pharmacogenomics, College of Medicine, Ohio State University, 5086 Graves Hall, 333 West 10th Avenue Columbus, OH 43210, USA.,Department of Biological Chemistry & Pharmacology, Ohio State University, Columbus, OH 43210, USA.,Center for Pharmacogenomics, College of Medicine, Ohio State University, 5086 Graves Hall, 333 West 10th Avenue Columbus, OH 43210, USA
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Hinderer M, Boeker M, Wagner SA, Binder H, Ückert F, Newe S, Hülsemann JL, Neumaier M, Schade-Brittinger C, Acker T, Prokosch HU, Sedlmayr B. The experience of physicians in pharmacogenomic clinical decision support within eight German university hospitals. Pharmacogenomics 2017; 18:773-785. [PMID: 28593816 DOI: 10.2217/pgs-2017-0027] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Aim: The aim of this study was to assess the physicians’ attitude, their knowledge and their experience in pharmacogenomic clinical decision support in German hospitals. Materials & methods: We conducted an online survey to address physicians of 13 different medical specialties across eight German university hospitals. In total, 564 returned questionnaires were analyzed. Results: The remaining knowledge gap, the uncertainty of test reimbursement and the physicians’ lack of awareness of existing pharmacogenomic clinical decision support systems (CDSS) are the major barriers for implementing pharmacogenomic CDSS into German hospitals. Furthermore, pharmacogenomic CDSS are most effective in the form of real-time decision support for internists. Conclusion: Physicians in German hospitals require additional education of both genetics and pharmacogenomics. They need to be provided with access to relevant pharmacogenomic CDSS.
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Affiliation(s)
- Marc Hinderer
- Chair of Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Martin Boeker
- Faculty of Medicine & Medical Center, Institute of Medical Biometry & Statistics, University of Freiburg, Freiburg, Germany
| | - Sebastian A Wagner
- Department of Medicine, Hematology/Oncology, Goethe University, Frankfurt, Germany
| | - Harald Binder
- Institute of Medical Biostatistics, Epidemiology & Informatics (IMBEI), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Frank Ückert
- Department of Medical Informatics, Division of Translational Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stephanie Newe
- Chair of Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Jan L Hülsemann
- Medical Directorate, University Hospital Magdeburg, Magdeburg, Germany
| | - Michael Neumaier
- Medical Faculty Mannheim, Institute for Clinical Chemistry, Ruprecht-Karls-University Heidelberg, Mannheim, Germany
| | | | - Till Acker
- Institute of Neuropathology, University of Giessen, Giessen, Germany
| | - Hans-Ulrich Prokosch
- Chair of Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Brita Sedlmayr
- Chair of Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
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Lee YM, McKillip RP, Borden BA, Klammer CE, Ratain MJ, O’Donnell PH. Assessment of patient perceptions of genomic testing to inform pharmacogenomic implementation. Pharmacogenet Genomics 2017; 27:179-189. [PMID: 28267054 PMCID: PMC5478379 DOI: 10.1097/fpc.0000000000000275] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Pharmacogenomics seeks to improve prescribing by reducing drug inefficacy/toxicity. However, views of patients during pharmacogenomic-guided care are largely unknown. We sought to understand the attitudes and perceptions of patients in an institutional implementation project and hypothesized that views would differ on the basis of experience with pharmacogenomic-guided care. METHODS Two focus groups were conducted - one group included patients who had previously been subjected to broad pharmacogenomic genotyping with results available to physicians (pharmacogenomic group), whereas the other had not been offered genotyping (traditional care). Five domains were explored: (i) experiences with medications/side effects, (ii) understanding of pharmacogenomics, (iii) impact of pharmacogenomics on relationships with healthcare professionals, (iv) scenarios involving pharmacogenomic-guided prescribing, and (v) responses to pharmacogenomic education materials. RESULTS Nine pharmacogenomic and 13 traditional care participants were included. Participants in both groups agreed that pharmacogenomics could inform prescribing and help identify problem prescriptions, but expressed concerns over insurance coverage and employment discrimination. Both groups diverged on who should be permitted to access pharmacogenomic results, with some preferring access only for providers with a longstanding relationship, whereas others argued for open access. Notably, traditional care participants showed greater skepticism about how results might be used. Case scenarios and tested educational materials elicited strong desires on the part of patients for physicians to engage participants when considering pharmacogenomic-based prescribing and to utilize shared decision-making. CONCLUSION Participants experiencing pharmacogenomic-guided care were more receptive toward pharmacogenomic information being used than traditional care participants. As key stakeholders in implementation, addressing patients' concerns will be important to successfully facilitate clinical dissemination.
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Affiliation(s)
- Yee Ming Lee
- Center for Personalized Therapeutics, The University of Chicago, Chicago, USA
| | - Ryan P. McKillip
- The University of Chicago Pritzker School of Medicine, Chicago, USA
| | - Brittany A. Borden
- Center for Personalized Therapeutics, The University of Chicago, Chicago, USA
| | | | - Mark J. Ratain
- Center for Personalized Therapeutics, The University of Chicago, Chicago, USA
- Committee on Clinical Pharmacology and Pharmacogenomics, The University of Chicago, Chicago, USA
- Department of Medicine, The University of Chicago, Chicago, USA
| | - Peter H. O’Donnell
- Center for Personalized Therapeutics, The University of Chicago, Chicago, USA
- Committee on Clinical Pharmacology and Pharmacogenomics, The University of Chicago, Chicago, USA
- Department of Medicine, The University of Chicago, Chicago, USA
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Daud ANA, Bergsma EL, Bergman JEH, De Walle HEK, Kerstjens-Frederikse WS, Bijker BJ, Hak E, Wilffert B. Knowledge and attitude regarding pharmacogenetics among formerly pregnant women in the Netherlands and their interest in pharmacogenetic research. BMC Pregnancy Childbirth 2017; 17:120. [PMID: 28410576 PMCID: PMC5391584 DOI: 10.1186/s12884-017-1290-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2016] [Accepted: 03/23/2017] [Indexed: 11/29/2022] Open
Abstract
Background Pharmacogenetics is an emerging field currently being implemented to improve safety when prescribing drugs. While many women who take drugs during pregnancy would likely benefit from such personalized drug therapy, data is lacking on the awareness towards pharmacogenetics among women. We aim to determine the level of knowledge and acceptance of formerly pregnant women in the Netherlands regarding pharmacogenetics and its implementation, and their interest in pharmacogenetic research. Methods A population-based survey using postal questionnaires was conducted among formerly pregnant women in the Northern parts of the Netherlands. A total of 986 women were invited to participate. Results Of the 219 women who returned completed questionnaires (22.2% response rate), only 22.8% had heard of pharmacogenetics, although the majority understood the concept (64.8%). Women who had experience with drug side-effects were more likely to know about pharmacogenetics [OR = 2.06, 95% CI 1.16, 3.65]. Of the respondents, 53.9% were positive towards implementing pharmacogenetics in their future drug therapy, while 46.6% would be willing to participate in pharmacogenetic research. Among those who were either not willing or undecided in this regard, their concerns were about the consequences of the pharmacogenetic test, including the privacy and anonymity of their genetic information. Conclusion The knowledge and attitude regarding the concept of pharmacogenetics among our population of interest is good. Also, their interest in pharmacogenetic research provides opportunities for future research related to drug use during pregnancy and fetal outcome. Electronic supplementary material The online version of this article (doi:10.1186/s12884-017-1290-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Aizati N A Daud
- Department of Pharmacy, University of Groningen, Groningen Research Institute of Pharmacy, Unit of PharmacoTherapy, -Epidemiology & -Economics, 9713AV, Groningen, The Netherlands. .,School of Pharmaceutical Sciences, Universiti Sains Malaysia, Discipline of Clinical Pharmacy, 11800, Penang, Malaysia.
| | - Eefke L Bergsma
- Department of Pharmacy, University of Groningen, Groningen Research Institute of Pharmacy, Unit of PharmacoTherapy, -Epidemiology & -Economics, 9713AV, Groningen, The Netherlands
| | - Jorieke E H Bergman
- Department of Genetics, University of Groningen, University Medical Center Groningen, 9713GZ, Groningen, The Netherlands
| | - Hermien E K De Walle
- Department of Genetics, University of Groningen, University Medical Center Groningen, 9713GZ, Groningen, The Netherlands
| | | | - Bert J Bijker
- Department of Pharmacy, University of Groningen, Groningen Research Institute of Pharmacy, Unit of PharmacoTherapy, -Epidemiology & -Economics, 9713AV, Groningen, The Netherlands
| | - Eelko Hak
- Department of Pharmacy, University of Groningen, Groningen Research Institute of Pharmacy, Unit of PharmacoTherapy, -Epidemiology & -Economics, 9713AV, Groningen, The Netherlands
| | - Bob Wilffert
- Department of Pharmacy, University of Groningen, Groningen Research Institute of Pharmacy, Unit of PharmacoTherapy, -Epidemiology & -Economics, 9713AV, Groningen, The Netherlands.,Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, 9713GZ, Groningen, The Netherlands
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McKillip RP, Borden BA, Galecki P, Ham SA, Patrick-Miller L, Hall JP, Hussain S, Danahey K, Siegler M, Sorrentino MJ, Sacro Y, Davis AM, Rubin DT, Lipstreuer K, Polonsky TS, Nanda R, Harper WR, Koyner JL, Burnet DL, Stadler WM, Ratain MJ, Meltzer DO, O'Donnell PH. Patient Perceptions of Care as Influenced by a Large Institutional Pharmacogenomic Implementation Program. Clin Pharmacol Ther 2017; 102:106-114. [PMID: 27981566 DOI: 10.1002/cpt.586] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Revised: 11/14/2016] [Accepted: 11/18/2016] [Indexed: 12/21/2022]
Abstract
Despite growing clinical use of genomic information, patient perceptions of genomic-based care are poorly understood. We prospectively studied patient-physician pairs who participated in an institutional pharmacogenomic implementation program. Trust/privacy/empathy/medical decision-making (MDM)/personalized care dimensions were assessed through patient surveys after clinic visits at which physicians had access to preemptive pharmacogenomic results (Likert scale, 1 = minimum/5 = maximum; mean [SD]). From 2012-2015, 1,261 surveys were issued to 507 patients, with 792 (62.8%) returned. Privacy, empathy, MDM, and personalized care scores were significantly higher after visits when physicians considered pharmacogenomic results. Importantly, personalized care scores were significantly higher after physicians used pharmacogenomic information to guide medication changes (4.0 [1.4] vs. 3.0 [1.6]; P < 0.001) compared with prescribing visits without genomic guidance. Multivariable modeling controlling for clinical factors confirmed personalized care scores were more favorable after visits with genomic-influenced prescribing (odds ratio [OR] = 3.26; 95% confidence interval [CI] = (1.31-8.14); P < 0.05). Physicians seem to individualize care when utilizing pharmacogenomic results and this decision-making augmentation is perceived positively by patients.
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Affiliation(s)
- R P McKillip
- The University of Chicago Pritzker School of Medicine, Chicago, Illinois, USA
| | - B A Borden
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA
| | - P Galecki
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA
| | - S A Ham
- The Center for Health and the Social Sciences, The University of Chicago, Chicago, Illinois, USA
| | - L Patrick-Miller
- Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - J P Hall
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA
| | - S Hussain
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA
| | - K Danahey
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Center for Research Informatics, The University of Chicago, Chicago, Illinois, USA
| | - M Siegler
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA.,MacLean Center for Clinical Medical Ethics, The University of Chicago, Chicago, Illinois, USA.,Committee on Clinical Pharmacology and Pharmacogenomics, The University of Chicago, Chicago, Illinois, USA
| | - M J Sorrentino
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - Y Sacro
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - A M Davis
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - D T Rubin
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - K Lipstreuer
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - T S Polonsky
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - R Nanda
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - W R Harper
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - J L Koyner
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - D L Burnet
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - W M Stadler
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - M J Ratain
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA.,Committee on Clinical Pharmacology and Pharmacogenomics, The University of Chicago, Chicago, Illinois, USA
| | - D O Meltzer
- The Center for Health and the Social Sciences, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA
| | - P H O'Donnell
- Center for Personalized Therapeutics, The University of Chicago, Chicago, Illinois, USA.,Department of Medicine, The University of Chicago, Chicago, Illinois, USA.,Committee on Clinical Pharmacology and Pharmacogenomics, The University of Chicago, Chicago, Illinois, USA
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Bank PCD, Swen JJ, Guchelaar HJ. A nationwide survey of pharmacists’ perception of pharmacogenetics in the context of a clinical decision support system containing pharmacogenetics dosing recommendations. Pharmacogenomics 2017; 18:215-225. [DOI: 10.2217/pgs-2016-0138] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Aim: To benchmark Dutch pharmacists knowledge, experience and attitudes toward pharmacogenetics (PGx) with a specific focus on the effects of awareness of the Dutch Pharmacogenetics Working Group guidelines. Methods: A web-based survey containing 41 questions was sent to all certified Dutch pharmacists. Results: A total of 667 pharmacists completed the survey (18.8%). Virtually all responders believed in the concept of PGx (99.7%). However, only 14.7% recently ordered a PGx test (≤6 months), 14.1% felt adequately informed and 88.8% would like to receive additional training on PGx. Being aware of the Dutch Pharmacogenetics Working Group guidelines did not have any significant effect on knowledge or adoption of PGx. Conclusion: Dutch pharmacists are very positive toward PGx. However, test adoption is low and additional training is warranted.
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Affiliation(s)
- Paul CD Bank
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Jesse J Swen
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Henk-Jan Guchelaar
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Centre, Leiden, The Netherlands
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Haga SB, Mills R, Moaddeb J, Allen Lapointe N, Cho A, Ginsburg GS. Patient experiences with pharmacogenetic testing in a primary care setting. Pharmacogenomics 2016; 17:1629-1636. [PMID: 27648637 DOI: 10.2217/pgs-2016-0077] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
AIM To investigate patient experiences with pharmacogenetic (PGx) testing. METHODS Patients were offered PGx testing through a study on pharmacist-assisted delivery of PGx testing and invited to complete pre- and post-testing surveys about their experience. RESULTS Of 63 patients tested, 17 completed the baseline survey (27%). Interest in testing was mostly impacted by desire to inform selection of best treatment (n = 13). Seven of 12 patients that completed the follow-up survey indicated that their provider discussed the test result with them. Five patients understood their test result very or somewhat well. All would be likely to have PGx testing again. CONCLUSION Patients perceived PGx testing to be useful, though more effort may be needed to improve patient-provider communication of test results.
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Affiliation(s)
- Susanne B Haga
- Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, 304 Research Drive, Durham, NC 27708, USA
| | - Rachel Mills
- Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, 304 Research Drive, Durham, NC 27708, USA
| | - Jivan Moaddeb
- Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, 304 Research Drive, Durham, NC 27708, USA
| | | | - Alex Cho
- Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, 304 Research Drive, Durham, NC 27708, USA
| | - Geoffrey S Ginsburg
- Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, 304 Research Drive, Durham, NC 27708, USA
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Haga SB, Mills R. A review of consent practices and perspectives for pharmacogenetic testing. Pharmacogenomics 2016; 17:1595-605. [PMID: 27533720 PMCID: PMC5220438 DOI: 10.2217/pgs-2016-0039] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Accepted: 04/10/2016] [Indexed: 12/21/2022] Open
Abstract
AIM We aimed to understand consent practices for pharmacogenetic (PGx) testing. METHODS We conducted a literature review and analysis of consent forms from clinical laboratories offering PGx testing. RESULTS Our review of the literature shows a lack of consensus about the need for and type of informed consent for PGx testing. We identified 35 companies offering PGx testing and were able to confirm consent practices for 22 of those. We found a range of variability in the consent practices regarding the consent approach and information disclosed. CONCLUSION Variability in the consent practices among laboratories offering PGx testing mirrors the ambiguous practices and recommendations reported in the literature. Establishing a minimal set of information to be disclosed to patients may help address the disparities in consent practice.
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Affiliation(s)
- Susanne B Haga
- Center for Applied Genomics & Precision Medicine, Duke University, School of Medicine, 304 Research Drive, Box 90141, Durham, NC 27708, USA
| | - Rachel Mills
- Center for Applied Genomics & Precision Medicine, Duke University, School of Medicine, 304 Research Drive, Box 90141, Durham, NC 27708, USA
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40
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Plöthner M, Ribbentrop D, Hartman JP, Frank M. Cost-Effectiveness of Pharmacogenomic and Pharmacogenetic Test-Guided Personalized Therapies: A Systematic Review of the Approved Active Substances for Personalized Medicine in Germany. Adv Ther 2016; 33:1461-80. [PMID: 27406232 PMCID: PMC5020122 DOI: 10.1007/s12325-016-0376-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Indexed: 11/30/2022]
Abstract
BACKGROUND The use of targeted therapies has recently increased. Pharmacogenetic tests are a useful tool to guide patient treatment and to test a response before administering medicines. Pharmacogenetic tests can predict potential drug resistance and may be used for determining genotype-based drug dosage. However, their cost-effectiveness as a diagnostic tool is often debatable. In Germany, 47 active ingredients are currently approved. A prior predictive test is required for 39 of these and is recommended for eight. The objective of this study was to review the cost-effectiveness (CE) of pharmacogenetic test-guided drug therapy and compare the application of drugs with and without prior genetic testing. METHODS A systematic literature review was conducted to identify the CE and cost-utility of genetic tests. Studies from January 2000 until November 2015 were searched in 16 databases including Medline, Embase, and Cochrane. A quality assessment of the full-text publications was performed using the validated Quality of Health Economic Studies (QHES) instrument. RESULTS In the majority of the included studies, the pharmacogenetic test-guided therapy represents a cost-effective/cost-saving treatment option. Only seven studies lacked a clear statement of CE or cost-savings, because of uncertainty, restriction to specific patient populations, or assumptions for comparative therapy. Moreover, the high quality of the available evidence was evaluated. CONCLUSION Pharmacogenetic testing constitutes an opportunity to improve the CE of pharmacotherapy. The CE of targeted therapies depends on various factors including costs, prevalence of biomarkers, and test sensitivity and specificity. To guarantee the CE comparability of stratified drug therapies, national and international standards for evaluation studies should be defined.
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Affiliation(s)
- Marika Plöthner
- Centre for Health Economics Research Hannover (CHERH), Leibniz University Hannover, Hannover, Germany.
| | - Dana Ribbentrop
- Centre for Health Economics Research Hannover (CHERH), Leibniz University Hannover, Hannover, Germany
| | - Jan-Phillipp Hartman
- Centre for Health Economics Research Hannover (CHERH), Leibniz University Hannover, Hannover, Germany
| | - Martin Frank
- Centre for Health Economics Research Hannover (CHERH), Leibniz University Hannover, Hannover, Germany
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41
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Patel JN. Cancer pharmacogenomics, challenges in implementation, and patient-focused perspectives. Pharmgenomics Pers Med 2016; 9:65-77. [PMID: 27471406 PMCID: PMC4948716 DOI: 10.2147/pgpm.s62918] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Cancer pharmacogenomics is an evolving landscape and has the potential to significantly impact cancer care and precision medicine. Harnessing and understanding the genetic code of both the patient (germline) and the tumor (somatic) provides the opportunity for personalized dose and therapy selection for cancer patients. While germline DNA is useful in understanding the pharmacokinetic and pharmacodynamic disposition of a drug, somatic DNA is particularly useful in identifying drug targets and predicting drug response. Molecular profiling of somatic DNA has resulted in the current breadth of targeted therapies available, expanding the armamentarium to battle cancer. This review provides an update on cancer pharmacogenomics and genomics-based medicine, challenges in applying pharmacogenomics to the clinical setting, and patient perspectives on the use of pharmacogenomics to personalize cancer therapy.
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Affiliation(s)
- Jai N Patel
- Department of Cancer Pharmacology, Levine Cancer Institute, Carolinas HealthCare System, Charlotte, NC, USA
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42
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Luzum JA, Luzum MJ. Physicians' attitudes toward pharmacogenetic testing before and after pharmacogenetic education. Per Med 2016; 13:119-127. [PMID: 29749904 DOI: 10.2217/pme.15.57] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
AIM Our aim was to evaluate physicians' attitudes toward pharmacogenetic testing before and after pharmacogenetic education. METHODS In total, 12 physicians (˜40% response rate) completed a survey with eight questions on 10-point scales on their attitudes toward pharmacogenetic testing before and after a 1-h grand rounds presentation on pharmacogenetics. Differences in question scores overall, among training levels (resident/fellow/attending), and specific drugs (clopidogrel/simvastatin/warfarin) were assessed using Wilcoxon signed-rank and exact Kruskal-Wallis tests. RESULTS & CONCLUSION The scores for all eight questions increased, with statistically significant (p < 0.05) increases for four out of eight questions. The scores were similar among training levels, but the postscores for clopidogrel were significantly higher than for simvastatin and warfarin. In conclusion, brief pharmacogenetic education can significantly affect physicians' attitudes toward pharmacogenetic testing.
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Affiliation(s)
- Jasmine A Luzum
- Center for Pharmacogenomics, The Ohio State University Wexner Medical Center, 5084 Graves Hall, 333 W 10th Ave., Columbus, OH 43210, USA
| | - Matthew J Luzum
- Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA.,Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University Wexner Medical Center, Columbus, OH 43205, USA
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43
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Avey JP, Hiratsuka VY, Beans JA, Trinidad SB, Tyndale RF, Robinson RF. Perceptions of pharmacogenetic research to guide tobacco cessation by patients, providers and leaders in a tribal healthcare setting. Pharmacogenomics 2016; 17:405-15. [PMID: 26871371 DOI: 10.2217/pgs.15.177] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
AIM Describe patients,' providers' and healthcare system leaders' perceptions of pharmacogenetic research to guide tobacco cessation treatment in an American Indian/Alaska Native primary care setting. MATERIALS & METHODS This qualitative study used semistructured interviews with 20 American Indian/Alaska Native current or former tobacco users, 12 healthcare providers and nine healthcare system leaders. RESULTS Participants supported pharmacogenetic research to guide tobacco cessation treatment provided that a community-based participatory research approach be employed, research closely coordinate with existing tobacco cessation services and access to pharmacogenetic test results be restricted to providers involved in tobacco cessation. CONCLUSION Despite a history of mistrust toward genetic research in tribal communities, participants expressed willingness to support pharmacogenetic research to guide tobacco cessation treatment.
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Affiliation(s)
- Jaedon P Avey
- Research Department, Southcentral Foundation, 4105 Tudor Centre Drive, Anchorage, AK 99508, USA
| | - Vanessa Y Hiratsuka
- Research Department, Southcentral Foundation, 4105 Tudor Centre Drive, Anchorage, AK 99508, USA
| | - Julie A Beans
- Research Department, Southcentral Foundation, 4105 Tudor Centre Drive, Anchorage, AK 99508, USA
| | - Susan Brown Trinidad
- Department of Bioethics & Humanities, University of Washington, Box 357120, Seattle, WA 98195-7120, USA
| | - Rachel F Tyndale
- Campbell Family Mental Health Research Institute, Centre for Addiction & Mental Health, Departments of Psychiatry, and Pharmacology & Toxicology, University of Toronto, Medical Science Building Room 4326, 1 King's College Circle, Toronto, ON, M5S 1A8, Canada
| | - Renee F Robinson
- Research Department, Southcentral Foundation, 4105 Tudor Centre Drive, Anchorage, AK 99508, USA
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44
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Dorfman EH, Brown Trinidad S, Morales CT, Howlett K, Burke W, Woodahl EL. Pharmacogenomics in diverse practice settings: implementation beyond major metropolitan areas. Pharmacogenomics 2015; 16:227-37. [PMID: 25712186 DOI: 10.2217/pgs.14.174] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
AIM The limited formal study of the clinical feasibility of implementing pharmacogenomic tests has thus far focused on providers at large medical centers in urban areas. Our research focuses on small metropolitan, rural and tribal practice settings. MATERIALS & METHODS We interviewed 17 healthcare providers in western Montana regarding pharmacogenomic testing. RESULTS Participants were optimistic about the potential of pharmacogenomic tests, but noted unique barriers in small and rural settings including cost, adherence, patient acceptability and testing timeframe. Participants in tribal settings identified heightened sensitivity to genetics and need for community leadership approval as additional considerations. CONCLUSION Implementation differences in small metropolitan, rural and tribal communities may affect pharmacogenomic test adoption and utilization, potentially impacting many patients. Original submitted 3 September 2014; Revision submitted 3 December 2014.
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Affiliation(s)
- Elizabeth H Dorfman
- Institute for Public Health Genetics, University of Washington, Seattle, WA, USA
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45
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Abstract
Background: The use of genome-guided drug therapy will certainly influence clinical practice within healthcare. However, in spite of the benefits of pharmacogenomic testing, little is known regarding what clinicians think about this promising technology. Objective: The purpose of article was to identify themes within the attitudes of nurses in the field of oncology. Materials & methods: The sample included 246 responses to an open-ended question. A thematic analysis of these responses was completed. Results: The analysis uncovered six themes. Conclusion: Therefore, future research on the assessment of attitudes of oncology nurses concerning pharmacogenomics should incorporate these themes.
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Affiliation(s)
- Crystal Dodson
- Division of Nursing, Winston-Salem State University, 601 S Martin Luther King Jr Drive, Winston-Salem, NC 27110, USA
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46
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Mikat-Stevens NA, Larson IA, Tarini BA. Primary-care providers' perceived barriers to integration of genetics services: a systematic review of the literature. Genet Med 2014; 17:169-76. [PMID: 25210938 DOI: 10.1038/gim.2014.101] [Citation(s) in RCA: 174] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2014] [Accepted: 06/26/2014] [Indexed: 11/09/2022] Open
Abstract
PURPOSE We aimed to systematically review the literature to identify primary-care providers' perceived barriers against provision of genetics services. METHODS We systematically searched PubMed and ERIC using key and Boolean term combinations for articles published from 2001 to 2012 that met inclusion/exclusion criteria. Specific barriers were identified and aggregated into categories based on topic similarity. These categories were then grouped into themes. RESULTS Of the 4,174 citations identified by the search, 38 publications met inclusion criteria. There were 311 unique barriers that were classified into 38 categories across 4 themes: knowledge and skills; ethical, legal, and social implications; health-care systems; and scientific evidence. Barriers most frequently mentioned by primary-care providers included a lack of knowledge about genetics and genetic risk assessment, concern for patient anxiety, a lack of access to genetics, and a lack of time. CONCLUSION Although studies reported that primary-care providers perceive genetics as being important, barriers to the integration of genetics medicine into routine patient care were identified. The promotion of practical guidelines, point-of-care risk assessment tools, tailored educational tools, and other systems-level strategies will assist primary-care providers in providing genetics services for their patients.
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Affiliation(s)
| | - Ingrid A Larson
- Division of General Pediatrics, The Children's Mercy Hospitals and Clinics, Kansas City, Missouri, USA
| | - Beth A Tarini
- Child Health Evaluation and Research Unit, Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, USA
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47
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Opinions, hopes and concerns regarding pharmacogenomics: a comparison of healthy individuals, heart failure patients and heart transplant recipients. THE PHARMACOGENOMICS JOURNAL 2014; 15:13-9. [PMID: 24980785 DOI: 10.1038/tpj.2014.29] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2013] [Revised: 03/12/2014] [Accepted: 05/22/2014] [Indexed: 01/17/2023]
Abstract
It is not yet known whether healthy individuals and patients with a chronic disease have similar attitudes towards pharmacogenomics. Thus we conducted a survey of 175 healthy volunteers, 175 heart failure (HF) patients and 100 heart transplant recipients to compare their opinions on this subject. Most participants (>90%) stated that they would accept pharmacogenomic testing and expressed high hopes regarding its potential applications. Overall, interest for pharmacogenomics was shared equally among the three groups. In contrast, after adjusting for age, gender, education and income, healthy individuals were more likely to voice concerns about potential employment (P=0.008 vs HF, odds ratio (OR)=2.93, confidence interval (CI)=1.33-6.47; P=0.010 vs Transplant, OR=2.46, CI=1.24-4.90) and insurance discrimination (P=0.001 vs HF, OR=5.58, CI=2.01-15.48; P<0.001 vs Transplant, OR=4.98, CI=2.03-12.21) and were possibly more worried by confidentiality issues. These findings highlight the need for strict legislation and proper educational strategies directed at the general population to facilitate the clinical implementation of pharmacogenomics.
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48
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Bank PC, Swen JJ, Guchelaar HJ. Pharmacogenetic biomarkers for predicting drug response. Expert Rev Mol Diagn 2014; 14:723-35. [PMID: 24857685 DOI: 10.1586/14737159.2014.923759] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Drug response shows significant interpatient variability and evidence that genetics influences outcome of drug therapy has been known for more than five decades. However, the translation of this knowledge to clinical practice remains slow. Using examples from clinical practice six considerations about the implementation of pharmacogenetics (PGx) into routine care are discussed: the need for PGx biomarkers; the sources of genetic variability in drug response; the amount of variability explained by PGx; whether PGx test results are actionable; the level of evidence needed for implementation of PGx and the sources of information regarding interpretation of PGx data.
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Affiliation(s)
- Paul Christiaan Bank
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Centre, P.O. Box 9600, 2300 RC Leiden, The Netherlands
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49
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Abstract
BACKGROUND AND OBJECTIVES Pharmacogenetics (PGx) promises to optimize patient response to therapy. However, the public's acceptance of PGx is not well known, notably when this applies to children. Our objective was to explore perceptions of PGx testing among individuals, who differ from each other by either parental status or educational exposure to PGx, and to explore parents' views between PGx testing for oneself and PGx testing for their children. METHODS An exploratory survey was conducted among parents and other adults. Surveys P and C were completed by parents, survey NP by middle-aged nonparents, and survey MS by medical students. RESULTS Proper explanation before PGx testing appeared to be the most important issue to the respondents (eg, P = 1.55 × 10(-38) for survey NP). Respondents who were more knowledgeable about PGx were also more comfortable with PGx testing (eg, P = 2.53 × 10(-7) in case of mild disease). When PGx testing was for one's child, parents valued their own understanding more than their child's assent (P = 1.57 × 10(-17)). CONCLUSIONS The acceptability of PGx testing, either for oneself or for one's child, seemed to depend on baseline PGx knowledge, but not on parenthood.
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Affiliation(s)
| | - Carleton Bruce
- Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Michael Hayden
- Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Michael J Rieder
- Schulich School of Medicine and Dentistry, and Departments of Pediatrics, Physiology and Pharmacology, and Medicine, and University of Western Ontario, London, Ontario, Canada; and
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50
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Rieder MJ, Carleton B. Pharmacogenomics and adverse drug reactions in children. Front Genet 2014; 5:78. [PMID: 24795743 PMCID: PMC3997041 DOI: 10.3389/fgene.2014.00078] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2014] [Accepted: 03/24/2014] [Indexed: 12/27/2022] Open
Abstract
Adverse drug reactions are a common and important complication of drug therapy in children. Over the past decade it has become increasingly apparent that genetically controlled variations in drug disposition and response are important determinants of adverse events for many important adverse events associated with drug therapy in children. While this research has been difficult to conduct over the past decade technical and ethical evolution has greatly facilitated the ability of investigators to conduct pharmacogenomic studies in children. Some of this research has already resulted in changes in public policy and clinical practice, for example in the case of codeine use by mothers and children. It is likely that the use of pharmacogenomics to enhance drug safety will first be realized among selected groups of children with high rates of drug use such as children with cancer, but it also likely that this research will be extended to other groups of children who have high rates of drug utilization and as well as providing insights into the mechanisms and pathophysiology of adverse drug reactions in children.
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Affiliation(s)
- Michael J. Rieder
- CIHR-GSK Chair in Paediatric Clinical Pharmacology, Schulich School of Medicine & Dentistry, Robart Research Institute, Western UniversityLondon, ON, Canada
| | - Bruce Carleton
- Pharmaceutical Outcomes Programme, Department of Pediatrics, University of British Columbia, BC Children's HospitalVancouver, BC, Canada
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