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Levens AD, den Haan MC, Jukema JW, Heringa M, van den Hout WB, Moes DJAR, Swen JJ. Feasibility of Community Pharmacist-Initiated and Point-of-Care CYP2C19 Genotype-Guided De-Escalation of Oral P2Y12 Inhibitors. Genes (Basel) 2023; 14:genes14030578. [PMID: 36980851 PMCID: PMC10048116 DOI: 10.3390/genes14030578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 02/16/2023] [Accepted: 02/21/2023] [Indexed: 03/02/2023] Open
Abstract
Tailoring antiplatelet therapy based on CYP2C19 pharmacogenetic (PGx) testing can improve cardiovascular outcomes and potentially reduce healthcare costs in patients on a P2Y12-inhibitor regime with prasugrel or ticagrelor. However, ubiquitous adoption—particularly in an outpatient setting—remains limited. We conducted a proof-of-concept study to evaluate the feasibility of CYP2C19-guided de-escalation of prasugrel/ticagrelor to clopidogrel through point-of-care (POC) PGx testing in the community pharmacy. Multiple feasibility outcomes were assessed. Overall, 144 patients underwent CYP2C19 PGx testing in 27 community pharmacies. Successful test results were obtained in 142 patients (98.6%). De-escalation to clopidogrel occurred in 19 patients (20%) out of 95 (67%) eligible for therapy de-escalation, which was mainly due to PGx testing not being included in cardiology guidelines. Out of the 119 patients (84%) and 14 pharmacists (100%) surveyed, 109 patients (92%) found the community pharmacy a suitable location for PGx testing, and the majority of pharmacists (86%) thought it has added value. Net costs due to PGx testing were estimated at €43 per patient, which could be reduced by earlier testing and could turn into savings if de-escalation would double to 40%. Although the observed de-escalation rate was low, POC CYP2C19-guided de-escalation to clopidogrel appears feasible in a community pharmacy setting.
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Affiliation(s)
- Amar D. Levens
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Melina C. den Haan
- Department of Cardiology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - J. Wouter Jukema
- Department of Cardiology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
- Netherlands Heart Institute, 3511 EP Utrecht, The Netherlands
| | - Mette Heringa
- SIR Institute for Pharmacy Practice and Policy, 2331 JE Leiden, The Netherlands
| | - Wilbert B. van den Hout
- Department of Biomedical Data Sciences, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Dirk Jan A. R. Moes
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Jesse J. Swen
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
- Correspondence:
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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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A Theory-Informed Systematic Review of Barriers and Enablers to Implementing Multi-Drug Pharmacogenomic Testing. J Pers Med 2022; 12:jpm12111821. [PMID: 36579514 PMCID: PMC9696651 DOI: 10.3390/jpm12111821] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 10/20/2022] [Accepted: 10/26/2022] [Indexed: 11/06/2022] Open
Abstract
PGx testing requires a complex set of activities undertaken by practitioners and patients, resulting in varying implementation success. This systematic review aimed (PROSPERO: CRD42019150940) to identify barriers and enablers to practitioners and patients implementing pharmacogenomic testing. We followed PRISMA guidelines to conduct and report this review. Medline, EMBASE, CINAHL, PsycINFO, and PubMed Central were systematically searched from inception to June 2022. The theoretical domain framework (TDF) guided the organisation and reporting of barriers or enablers relating to pharmacogenomic testing activities. From the twenty-five eligible reports, eleven activities were described relating to four implementation stages: ordering, facilitating, interpreting, and applying pharmacogenomic testing. Four themes were identified across the implementation stages: IT infrastructure, effort, rewards, and unknown territory. Barriers were most consistently mapped to TDF domains: memory, attention and decision-making processes, environmental context and resources, and belief about consequences.
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Rendell T, Barnett J, Scott S, Wright D. Designing a theory and evidence informed pharmacogenomic testing service in community pharmacy in England. Res Social Adm Pharm 2022; 18:3831-3838. [DOI: 10.1016/j.sapharm.2022.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 03/24/2022] [Accepted: 04/06/2022] [Indexed: 10/18/2022]
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Rendell T, Barnett J, Wright D. Co-designing a community pharmacy pharmacogenomics testing service in the UK. BMC Health Serv Res 2022; 22:378. [PMID: 35317803 PMCID: PMC8939480 DOI: 10.1186/s12913-022-07730-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 03/04/2022] [Indexed: 11/21/2022] Open
Abstract
Introduction Pharmacogenomics (PGx) testing services have been delivered through community pharmacies across the globe, though not yet in the UK. This paper is reporting a focus group study, the first stage of a participatory co-design process to increase the chance of a successful implementation of a PGx service through community pharmacy in the UK. Aim To identify the barriers and enablers to implementing a community pharmacy based PGx service in the UK. Method Three focus groups were conducted with community pharmacists (n = 10), prescribers (n = 8) and patients (n = 8) in England. The focus groups were recorded, transcribed and thematically analysed using the Braun and Clarke six phase reflexive thematic analysis approach. Results The analysis identified five themes about PGx testing in community pharmacies: (1) In- principle receptiveness, (2) Appreciation of the benefits, (3) Lack of implementation resources (4) Ambiguity about implications for implementation and (5) Interprofessional relationship challenges. Conclusion The identified enablers for implementation of a PGx service were at a macro health system strategic level; the concerns were more at a granular operational procedural level. Overall receptiveness was noted by all three participant groups, and both prescriber and pharmacist groups appreciated the potential benefits for patients and the healthcare system. Prior to implementation in the UK, there is a need to disambiguate health professional’s concerns of the guidance, resources, and knowledge required to set up and deliver the service and to resolve patient concerns about the nature of genomics. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-07730-y.
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Affiliation(s)
- Tim Rendell
- University of Bath, Claverton Down, Bath, BA2 7AY, UK.
| | - Julie Barnett
- University of Bath, Claverton Down, Bath, BA2 7AY, UK
| | - David Wright
- University of Leicester, University Rd, Leicester, LE1 7RH, England
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Luke MJ, Krupetsky N, Liu H, Korenvain C, Crown N, Toenjes S, Sproule BA, Piquette-Miller M, Guirguis LM, McCarthy LM. Pharmacists as Personalized Medicine Experts (PRIME): Experiences Implementing Pharmacist-Led Pharmacogenomic Testing in Primary Care Practices. PHARMACY 2021; 9:pharmacy9040201. [PMID: 34941633 PMCID: PMC8709167 DOI: 10.3390/pharmacy9040201] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 12/10/2021] [Accepted: 12/11/2021] [Indexed: 12/01/2022] Open
Abstract
Research exploring the integration of pharmacogenomics (PGx) testing by pharmacists into their primary care practices (including community pharmacies) has focused on the “external” factors that impact practice implementation. In this study, additional “internal” factors, related to the capabilities, opportunities, and motivations of pharmacists that influence their ability to implement PGx testing, were analyzed. Semi-structured interview data from the Pharmacists as Personalized Medicine Experts (PRIME) study, which examined the barriers and facilitators to implementing PGx testing by pharmacists into primary care practice, were analyzed. Through thematic analysis, using the theoretical domains framework (TDF) domains as deductive codes, the authors identified the most relevant TDF domains and applied the behavioural change wheel (BCW) to generate intervention types to aid in the implementation of PGx testing. Pharmacists described how their professional identities, practice environments, self-confidence, and beliefs in the benefits of PGx impacted their ability to provide a PGx-testing service. Potential interventions to improve the implementation of the PGx service included preparing pharmacists for managing an increased patient load, helping pharmacists navigate the software and technology requirements associated with the PGx service, and streamlining workflows and documentation requirements. As interest in the wide-scale implementation of PGx testing through community pharmacies grows, additional strategies need to address the “internal” factors that influence the ability of pharmacists to integrate testing into their practices.
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Affiliation(s)
- Miles J. Luke
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Nina Krupetsky
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Helen Liu
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Clara Korenvain
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Natalie Crown
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Sameera Toenjes
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Beth A. Sproule
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
- Center for Addiction and Mental Health, Toronto, ON M6J 1H4, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
| | - Micheline Piquette-Miller
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Lisa M. Guirguis
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 1C9, Canada;
| | - Lisa M. McCarthy
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
- Institute for Better Health, Trillium Health Partners, Mississauga, ON L5B 1B8, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON M5G 1V7, Canada
- Women’s College Research Institute, Women’s College Hospital, Toronto, ON M5S 1B2, Canada
- Correspondence:
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van de Pol JM, Heringa M, Koster ES, Bouvy ML. Preferences of patients regarding community pharmacy services: A discrete choice experiment. Health Policy 2021; 125:1415-1420. [PMID: 34503844 DOI: 10.1016/j.healthpol.2021.08.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 07/04/2021] [Accepted: 08/29/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND The community pharmacy profession is in transition, with emphasis on the provision of cognitive pharmaceutical services (CPS). In contrast, previous research showed that the general public prefers more convenience related services. However, this was based on currently available services and not on innovative services. OBJECTIVE To identify patients' preferences regarding innovative pharmacy services and whether they tend towards convenience related or CPS. DESIGN Online survey using a discrete choice experiment (DCE). PARTICIPANTS Participants were from the AMP pharmacy patient panel. MAIN OUTCOME MEASURES Preferences (utility scores) and the identification of specific classes (latent class analysis). RESULTS In total 2462 panel members (27.3%) filled out the completed the online DCE questionnaire. The majority of participants were male (54.1%) with an average age of 65.3 years and used on average 4.6 medicines. Four patient classes were distinguished based on preferences for services. Highly preferred were an online mediation record, prescription drugs for minor ailments without a doctors' prescription and clinical testing with diagnosis by the pharmacist. DISCUSSION AND CONCLUSION The majority of participants tend towards a more CPS focused approach by the community pharmacist. Patients visiting community pharmacies can have a diverging set of preferences regarding services being provided. In daily practice, community pharmacists should provide both convenience and CPS related services to address this diverse set of preferences.
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Affiliation(s)
- Jeroen M van de Pol
- Division of Pharmaco epidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, the Netherlands.
| | - Mette Heringa
- Division of Pharmaco epidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, the Netherlands; SIR Institute for Pharmacy Practice and Policy, Theda Mansholtstraat 5B, 2331 JE, Leiden, The Netherlands.
| | - Ellen S Koster
- Division of Pharmaco epidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, the Netherlands.
| | - Marcel L Bouvy
- Division of Pharmaco epidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, the Netherlands.
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Hayashi M, Hamdy DA, Mahmoud SH. Applications for pharmacogenomics in pharmacy practice: A scoping review. Res Social Adm Pharm 2021; 18:3094-3118. [PMID: 34474980 DOI: 10.1016/j.sapharm.2021.08.009] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 07/19/2021] [Accepted: 08/18/2021] [Indexed: 12/25/2022]
Abstract
BACKGROUND Pharmacogenomics (PGx) can provide valuable pharmacokinetic and pharmacodynamic information for the pharmacist's assessment of drug therapy, especially within medication therapy management (MTM) services. However, no review has comprehensively mapped the pharmacists' use of PGx in practice-based research. Doing so would allow future researchers, practitioners, and policy-makers to identify the ideal populations and settings for PGx implementation within the pharmacy. OBJECTIVE The purpose of this review is to identify the evidence to date of PGx use in pharmacy practice. METHODS A scoping review was conducted to find all studied non-oncologic pharmacy practices incorporating PGx testing. Search terms were applied to 5 databases and relevant journals. Characteristics of patients, pharmacy settings, genetic tests, and outcomes were summarized to determine models most likely to benefit patients. RESULTS The search identified 43 studies on the use of PGx by pharmacists published between 2007 and 2020. CYP2C19 testing with antiplatelets was the most studied model, found in both community and institutional settings. It also was the most actionable test: approximately 30% of patients have polymorphisms indicating a need for alternative antiplatelets, and identifying these patients can reduce morbidity and mortality by more than 50%. As technology shifts, broader studies using multi-gene panel tests within MTM demonstrate an approximate 50% decrease in emergency visits and hospitalizations in elderly polypharmacy patients. Clinical benefit or drug-gene interactions are also found in other cardiovascular, psychiatric, analgesic, and gastrointestinal indications. No evaluations of actual costs or of pharmacist prescribing within pharmacy-based PGx have been performed. Facilitators towards successful PGx implementation included pharmacist education, collaboration with other healthcare providers, and the use of clinical decision software. CONCLUSIONS Pharmacogenomic testing has demonstrated feasibility and improved medication outcomes in pharmacy practice, including in the community pharmacy. Further PGx research should be directed towards pharmacist prescribing, pharmacist education, and pharmacoeconomics.
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Affiliation(s)
- Meagan Hayashi
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada.
| | - Dalia A Hamdy
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada; AbEx Health Services LTD, Fort Saskatchewan, Alberta, Canada.
| | - Sherif Hanafy Mahmoud
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada.
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Haga SB, Mills R, Moaddeb J, Liu Y, Voora D. Independent Community Pharmacists' Experience in Offering Pharmacogenetic Testing. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2021; 14:877-886. [PMID: 34290521 PMCID: PMC8289463 DOI: 10.2147/pgpm.s314972] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 06/22/2021] [Indexed: 12/16/2022]
Abstract
Objective This study assessed pharmacist experiences with delivering pharmacogenetic (PGx) testing in independent community pharmacies. Methods We conducted a cluster randomized trial of independent community pharmacies in North Carolina randomized to provide either PGx testing as a standalone service or integrated into medication therapy management (MTM) services. Surveys and pharmacist data about the delivery of PGx testing were collected. Semi-structured interviews were also conducted. Results A total of 36 pharmacists participated in the study from 22 pharmacies. Sixteen pharmacists completed the pre-study and post-study surveys, and four pharmacists completed the semi-structured interviews. Thirty-one percent (11/36) of pharmacists had had some education in personalized medicine or PGx prior to the study. The only outcome that differed by study arm was the use of educational resources, with significantly higher utilization in the PGx testing only arm (p=0.007). Overall, compared to the pre-study assessment, pharmacists' knowledge about PGx significantly improved post-study (p=0.018). In the post-study survey, almost all pharmacists indicated that they felt qualified/able to provide PGx testing at their pharmacy. While 75% of pharmacists indicated that they may continue to provide PGx testing at their pharmacy after the study, the major concerns were lack of reimbursement for PGx counseling and consultation given the necessary time required. Conclusion Our findings demonstrated a positive experience with delivering PGx testing in the community pharmacy setting with little difference in pharmacists' experiences in providing PGx testing with or without MTM. Pharmacists were confident in their ability to provide PGx testing and were interested in continuing to offer testing, though sustained delivery may be challenged by lack of prescribing provider engagement and reimbursement.
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Affiliation(s)
- Susanne B Haga
- Center for Applied Genomics & Precision Medicine, Durham, NC, 27708, USA
| | - Rachel Mills
- Center for Applied Genomics & Precision Medicine, Durham, NC, 27708, USA
| | - Jivan Moaddeb
- Center for Applied Genomics & Precision Medicine, Durham, NC, 27708, USA
| | - Yiling Liu
- Center for Applied Genomics & Precision Medicine, Durham, NC, 27708, USA
| | - Deepak Voora
- Center for Applied Genomics & Precision Medicine, Durham, NC, 27708, USA
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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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Kisor DF, Petry NJ, Bright DR. Pharmacogenomics in the United States Community Pharmacy Setting: The Clopidogrel- CYP2C19 Example. Pharmgenomics Pers Med 2021; 14:569-577. [PMID: 34040417 PMCID: PMC8140945 DOI: 10.2147/pgpm.s224894] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Accepted: 04/26/2021] [Indexed: 12/20/2022] Open
Abstract
Pharmacogenomics (PGx) is expanding across health-care practice settings, including the community pharmacy. In the United States, models of implementation of PGx in the community pharmacy have described independent services and those layered on to medication therapy management. The drug-gene pair of clopidogrel-CYP2C19 has been a focus of implementation of PGx in community pharmacy and serves as an example of the evolution of the application of drug-gene interaction information to help optimize drug therapy. Expanded information related to this drug-gene pair has been provided by the US Food and Drug Administration and clinical PGx guidelines have and continue to be updated to support clinical decision-making. Most recently direct-to-consumer (DTC) PGx has resulted in patient generated sample collection and submission to a genetic testing-related company for analysis, with reporting of genotype and related phenotype information directly to the patient without a health-care professional guiding or even being involved in the process. The DTC testing approach needs to be considered in the development or modification of PGx service models in the community pharmacy setting. The example of clopidogrel-CYP2C19 is discussed and current models of PGx implementation in the community pharmacy in the United States are presented. New approaches to PGx services are offered as implementation continues to evolve and may now include DTC information.
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Affiliation(s)
- David F Kisor
- Manchester University, Department of Pharmaceutical Sciences and Pharmacogenomics, Fort Wayne, IN, USA
| | - Natasha J Petry
- North Dakota State University, College of Health Professions, Department of Pharmacy Practice, Fargo, ND, USA
- Sanford Imagenetics, Sioux Falls, ND, USA
| | - David R Bright
- Ferris State University, Department of Pharmaceutical Sciences, Big Rapids, MI, USA
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Duong BQ, Arwood MJ, Hicks JK, Beitelshees AL, Franchi F, Houder JT, Limdi NA, Cook KJ, Owusu Obeng A, Petry N, Tuteja S, Elsey AR, Cavallari LH, Wiisanen K. Development of Customizable Implementation Guides to Support Clinical Adoption of Pharmacogenomics: Experiences of the Implementing GeNomics In pracTicE (IGNITE) Network. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2020; 13:217-226. [PMID: 32765043 PMCID: PMC7373415 DOI: 10.2147/pgpm.s241599] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 05/08/2020] [Indexed: 12/13/2022]
Abstract
Introduction Clinical adoption of genomic medicine has lagged behind the pace of scientific discovery. Practice-based resources can help overcome implementation challenges. Methods In 2015, the IGNITE (Implementing GeNomics In pracTicE) Network created an online genomic medicine implementation resource toolbox that was expanded in 2017 to incorporate the ability for users to create targeted implementation guides. This expansion was led by a multidisciplinary team that developed an evidence-based, structured framework for the guides, oversaw the technical process/build, and pilot tested the first guide, CYP2C19-Clopidogrel Testing Implementation. Results Sixty-five resources were collected from 12 institutions and categorized according to a seven-step implementation framework for the pilot CYP2C19-Clopidogrel Testing Implementation Guide. Five months after its launch, 96 CYP2C19-Clopidogrel Testing Implementation Guides had been created. Eighty percent of the resources most frequently selected by users were created by IGNITE to fill an identified resource gap. Resources most often included in guides were from the test reimbursement (22%), Implementation support gathering (22%), EHR integration (17%), and genetic testing workflow steps (17%). Conclusion Lessons learned from this implementation guide development process provide insight for prioritizing development of future resources and support the value of collaborative efforts to create resources for genomic medicine implementation.
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Affiliation(s)
- Benjamin Q Duong
- Department of Precision Medicine, Nemours/Alfred I. DuPont Hospital for Children, Wilmington, DE, USA
| | - Meghan J Arwood
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics & Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA
| | - J Kevin Hicks
- Department of Individualized Cancer Management, Moffitt Cancer Center, Tampa, FL, USA
| | - Amber L Beitelshees
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Francesco Franchi
- Department of Cardiology, University of Florida College of Medicine, Jacksonville, FL, USA
| | - John T Houder
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics & Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA
| | - Nita A Limdi
- University of Alabama School at Birmingham, Birmingham, AL, USA
| | - Kelsey J Cook
- Department of Pharmacotherapy and Translational Research, University of Florida College of Pharmacy, Jacksonville, FL, USA.,Department of Precision Medicine, Nemours Children's Specialty Care, Jacksonville, FL, USA
| | - Aniwaa Owusu Obeng
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Natasha Petry
- Department of Pharmacy Practice, North Dakota State University College of Health Professions, Fargo, ND, USA
| | - Sony Tuteja
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Amanda R Elsey
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics & Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA
| | - Larisa H Cavallari
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics & Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA
| | - Kristin Wiisanen
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics & Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA
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13
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Bright D, Worley M, Porter BL. Patient perceptions of pharmacogenomic testing in the community pharmacy setting. Res Social Adm Pharm 2020; 17:744-749. [PMID: 32741696 DOI: 10.1016/j.sapharm.2020.06.022] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 06/23/2020] [Accepted: 06/23/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND In order to optimize community pharmacist roles and patient outcomes, a better understanding of patient perceptions of pharmacogenomic (PGx) testing may be helpful for successful integration into community pharmacy practice. OBJECTIVE The objective of this study was to identify patient perceptions related to PGx testing in the community pharmacy setting. METHODS Semi-structured, face-to-face interviews were conducted with adults ≥18 years of age to gather their perceptions of PGx testing. Interview participants were taking either an antiplatelet agent or a selective serotonin reuptake inhibitor listed in Clinical Pharmacogenetics Implementation Consortium (CPIC) guidelines and were patients at one of two community pharmacies in West Michigan. Interview questions were designed to follow the Theory of Planned Behavior and to take into account existing literature on patient perceptions of PGx. Interviews were recorded, transcribed by a third party transcription service, coded by a team of three researchers to identify themes, and analyzed using nVivo qualitative analysis software. RESULTS A total of 19 interviews were conducted over a period of 16 days in June 2016. Upon preliminary evaluation, four themes related to patient perceptions of PGx testing were consistently observed across multiple interviews: 1) trust, 2) experience, 3) risk/benefit, and 4) clarity. CONCLUSIONS Semi-structured patient interviews revealed four themes related to PGx testing in the community pharmacy setting. These themes may influence the desire to pursue PGx testing. Future research may seek to identify how community pharmacists can communicate with patients about PGx in the context of these themes to empower patients to make positive health care decisions.
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Affiliation(s)
- David Bright
- Department of Pharmaceutical Sciences, Ferris State University College of Pharmacy, 220 Ferris Dr. Big Rapids, MI, 49307, USA.
| | - Marcia Worley
- The Ohio State University College of Pharmacy, USA; Division of Outcomes and Translational Sciences, College of Pharmacy, A214 Parks Hall, 500 W. 12th Avenue, Columbus, OH, 43210, USA.
| | - Brianne L Porter
- The Ohio State University College of Pharmacy, USA; Division of Pharmacy Education and Innovation, A208 Parks Hall, 500 W. 12th Ave., Columbus, OH, 43210, USA.
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14
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van der Wouden CH, Paasman E, Teichert M, Crone MR, Guchelaar HJ, Swen JJ. Assessing the Implementation of Pharmacogenomic Panel-Testing in Primary Care in the Netherlands Utilizing a Theoretical Framework. J Clin Med 2020; 9:jcm9030814. [PMID: 32192029 PMCID: PMC7141350 DOI: 10.3390/jcm9030814] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Revised: 03/08/2020] [Accepted: 03/10/2020] [Indexed: 12/14/2022] Open
Abstract
Despite overcoming many implementation barriers, pharmacogenomic (PGx) panel-testing is not routine practice in the Netherlands. Therefore, we aim to study pharmacists' perceived enablers and barriers for PGx panel-testing among pharmacists participating in a PGx implementation study. Here, pharmacists identify primary care patients, initiating one of 39 drugs with a Dutch Pharmacogenetic Working Group (DPWG) recommendation and subsequently utilizing the results of a 12 gene PGx panel test to guide dose and drug selection. Pharmacists were invited for a general survey and a semi-structured interview based on the Tailored Implementation for Chronic Diseases (TICD) framework, aiming to identify implementation enablers and barriers, if they had managed at least two patients with actionable PGx results. In total, 15 semi-structured interviews were performed before saturation point was reached. Of these, five barrier themes emerged: (1) unclear procedures, (2) undetermined reimbursement for PGx test and consult, (3) insufficient evidence of clinical utility for PGx panel-testing, (4) infrastructure inefficiencies, and (5) HCP PGx knowledge and awareness; and two enabler themes: (1) pharmacist perceived role in delivering PGx, and (2) believed clinical utility of PGx. Despite a strong belief in the beneficial effects of PGx, pharmacists' barriers remain, an these hinder implementation in primary care.
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Affiliation(s)
- Cathelijne H. van der Wouden
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
- Leiden Network for Personalised Therapeutics, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Ellen Paasman
- Community Pharmacy De Klipper, 2692 AH ‘s Gravenzande, The Netherlands
| | - Martina Teichert
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Matty R. Crone
- Department of Public Health and Primary Care, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Henk-Jan Guchelaar
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
- Leiden Network for Personalised Therapeutics, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Jesse J. Swen
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
- Leiden Network for Personalised Therapeutics, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
- Correspondence: ; Tel.: +31-(0)71-526-2790
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15
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Veilleux S, Bouffard M, Bourque Bouliane M. Patient and Health Care Provider Needs and Preferences in Understanding Pharmacogenomic and Genomic Testing: A Meta-Data Analysis. QUALITATIVE HEALTH RESEARCH 2020; 30:43-59. [PMID: 31322055 DOI: 10.1177/1049732319858325] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Tests that feature genomic indicators can now be used to guide the pharmacological treatment of patients. To better identify the needs and preferences of patients and health care providers in facilitating their understanding of information related to such pharmacogenomic tests (PGx), a review of literature on knowledge translation and health literacy in the context of testing was conducted. Using a grounded theory-based approach, a comparative analysis of data from 36 studies meeting the criteria for the meta-data analysis has revealed the recurrence of three principal themes: (a) knowledge and understanding of genetics and pharmacogenomics; (b) experiences with genetic, genomic, or PGx testing (decision about the test, information delivery, and understanding of test results); and (c) educational/informational resources. This synthesis sheds light on each theme from the standpoint of both patients and health care providers and suggests avenues in which to direct efforts to support the introduction of pharmacogenomic tests in current practice.
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16
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Gammal RS, Mayes J, Caudle KE. Ready or not, here it comes: Direct-to-consumer pharmacogenomic testing and its implications for community pharmacists. J Am Pharm Assoc (2003) 2019; 59:646-650. [PMID: 31327749 DOI: 10.1016/j.japh.2019.06.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 05/13/2019] [Accepted: 06/04/2019] [Indexed: 12/22/2022]
Abstract
OBJECTIVE To explore the implications of direct-to-consumer pharmacogenomic testing for community pharmacy practice. SUMMARY In October 2018, the U.S. Food and Drug Administration provided approval for direct-to-consumer genetic testing company, 23andMe (Mountain View, CA), to return select pharmacogenomic test results to their customers. Given the community pharmacist's high accessibility to the public and in-depth knowledge of pharmacology, and the availability of direct-to-consumer genetic testing kits at pharmacies, it is likely that patients will present their pharmacogenomic test results to their pharmacists and expect them to incorporate those results into their care. It is important, therefore, that community pharmacists are aware of the clinical implications of these results, know where to turn for evidence-based clinical pharmacogenomics information, and be mindful of the need for confirmatory testing before changing therapy. CONCLUSION Community pharmacists are at the frontlines of health care, and as such will be at the frontlines of direct-to-consumer pharmacogenomic testing. In the near future, it is likely that community pharmacists will need to counsel patients on the interpretation and appropriate use of direct-to-consumer pharmacogenomic test results.
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17
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Suppiah V, Lim CX, Hotham E. Community pharmacists and their role in pharmacogenomics testing: an Australian perspective drawing on international evidence. Aust J Prim Health 2018; 24:441-447. [PMID: 30409245 DOI: 10.1071/py18047] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Accepted: 08/19/2018] [Indexed: 12/11/2022]
Abstract
Patients obtaining a prescription from a pharmacy expect that the drug will be effective and have minimal side-effects. Unfortunately, drugs exhibit the desired effect in ~25-60% of people prescribed any medication. Adverse effects occur at a rate of 10% in patients taking a medication, and this rate increases during and after hospitalisation, with the transition of care back to the ambulatory setting posing a particular risk. Pharmacogenomics testing has been shown to optimise pharmacotherapy by increasing medication effectiveness and reducing drug-related toxicity, thus curtailing overall healthcare costs. Evidence from international studies have shown that community pharmacists would be able to offer this highly relevant professional service to their clients, given suitable training. This specific training complements pharmacists' existing skills and expertise by educating them in an emerging scientific area of pharmacogenomics. However, in an increasingly tight financial climate, the provision of pharmacogenomics testing by Australian community pharmacists will only be viable with an appropriate reimbursement through the Medicare Benefits Schedule, currently accessible by other allied health practitioners but not by pharmacists.
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Affiliation(s)
- Vijayaprakash Suppiah
- School of Pharmacy and Medical Sciences, University of South Australia, City West Campus, Adelaide, SA 5000, Australia
| | - Chiao Xin Lim
- School of Pharmacy and Medical Sciences, University of South Australia, City West Campus, Adelaide, SA 5000, Australia
| | - Elizabeth Hotham
- School of Pharmacy and Medical Sciences, University of South Australia, City West Campus, Adelaide, SA 5000, Australia
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18
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Marcinak R, Paris M, Kinney SRM. Pharmacogenomics Education Improves Pharmacy Student Perceptions of Their Abilities and Roles in Its Use. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2018; 82:6424. [PMID: 30559496 PMCID: PMC6291667 DOI: 10.5688/ajpe6424] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 06/15/2017] [Indexed: 05/27/2023]
Abstract
Objective. To assess whether a required first-year course, Principles in Genetics and Pharmacogenomics, and integration into subsequent courses affected pharmacy students' perceptions of pharmacogenomics. Methods. A survey was distributed to Professional Year (PY) 1 students during the first and last weeks of the course from 2014 to 2016. A follow-up survey was distributed to PY2, PY3, and PY4 students. Results. Respondents consistently agreed that pharmacogenomics is clinically relevant. After the course, PY1 students are more comfortable in their knowledge and role in the application of pharmacogenomics. Although their comfort reverts to some degree, PY2-PY4 students believe that they should be able to apply pharmacogenomics clinically. Most PY2-PY4 students indicate that later courses review pharmacogenomics. Conclusion. A required course in genetics and pharmacogenomics can promote a perception that pharmacists should have knowledge of, and be involved in the use of genetic information clinically. Inclusion of pharmacogenomic concepts in subsequent curricular components may help in maintaining these perceptions.
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Affiliation(s)
- Rebecca Marcinak
- Western New England University, College of Pharmacy, Springfield, Massachusetts
| | - Meaghan Paris
- Western New England University, College of Pharmacy, Springfield, Massachusetts
| | - Shannon R M Kinney
- Western New England University, College of Pharmacy, Springfield, Massachusetts
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19
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Vassy JL, Chun S, Advani S, Ludin SA, Smith JG, Alligood EC. Impact of SLCO1B1 Pharmacogenetic Testing on Patient and Healthcare Outcomes: A Systematic Review. Clin Pharmacol Ther 2018; 106:360-373. [PMID: 30137643 DOI: 10.1002/cpt.1223] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Accepted: 08/14/2018] [Indexed: 12/22/2022]
Abstract
Demonstrated improvements in patient outcomes will facilitate the clinical implementation of pharmacogenetic testing. Using the association between solute carrier organic anion transporter family member 1B1 (SLCO1B1) and statin-associated muscle symptoms (SAMSs) as a model, we conducted a systematic review of patient outcomes after delivery of SLCO1B1 results. Using PubMed and Embase searches through December 19, 2017, we identified 37 eligible records reporting preliminary or final outcomes, including six studies delivering only SLCO1B1 results and five large healthcare system-based implementation projects of multipharmacogene panels. Two small trials have demonstrated at least short-term improvements in low-density lipoprotein cholesterol after SLCO1B1 testing among previously statin intolerant patients. Evidence from large implementation projects suggests that SLCO1B1 results may change prescribing patterns for some high-risk patients. No study has reported improvements in SAMSs or cardiovascular events or tracked the economic outcomes of SLCO1B1 testing. Ongoing studies should collect and report outcomes relevant to pharmacogenetics stakeholders.
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Affiliation(s)
- Jason L Vassy
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Sojeong Chun
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA.,Massachusetts College of Pharmacy and Health Sciences University, Boston, Massachusetts, USA
| | - Sanjay Advani
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Sophie A Ludin
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA.,Cornell University, Ithaca, New York, USA
| | - Jason G Smith
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Elaine C Alligood
- Veterans Affairs (VA) VA Boston Healthcare System, Boston, Massachusetts, USA
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20
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Mills R, Haga SB. Qualitative user evaluation of a revised pharmacogenetic educational toolkit. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2018; 11:139-146. [PMID: 30214267 PMCID: PMC6128278 DOI: 10.2147/pgpm.s169648] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Introduction Pharmacogenetic (PGx) testing is a leading application for personalized and precision medicine; however, there are barriers, including limited provider and patient understanding, which affect its uptake. There is a need for tools that can enhance the patient and provider experience with testing and promoting the shared and informed decision-making. Materials and methods In this study, we sought to gather additional feedback on a PGx toolkit comprised of four educational tools that had been previously evaluated through an online survey by pharmacists. Specifically, we conducted semi-structured interviews with pharmacists and members of the public regarding their understanding and utility of the toolkit and its individual components. Results Participants found three of the four toolkit components, a test information sheet, flipbook, and results sheet, to be useful and important. The fourth component, results card, was viewed less favorably. Participants differed in their preference for medical jargon and detailed results nomenclature (namely star * alleles). Conclusion User input during the development of educational materials is essential for optimizing utilization, effectiveness, and comprehension.
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Affiliation(s)
- Rachel Mills
- Duke Center for Applied Genomics and Precision Medicine, Duke University Medical Center, Durham, NC, USA,
| | - Susanne B Haga
- Duke Center for Applied Genomics and Precision Medicine, Duke University Medical Center, Durham, NC, USA,
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21
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Bright DR, Klepser ME, Murry L, Klepser DG. Pharmacist-Provided Pharmacogenetic Point-of-Care Testing Consultation Service: A Time and Motion Study. J Pharm Technol 2018; 34:139-143. [PMID: 34860961 DOI: 10.1177/8755122518756651] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Background: With recent advances in pharmacogenomics (PGx) comes the potential to customize medication use based on genetic data. Support for PGx has found practical limitations in terms of workflow and turnaround time of a test. However, with the expansion of point-of-care testing (POCT) in pharmacy practice models comes opportunity for PGx testing in the pharmacy setting. Objective: The purpose of this study is to quantify the amount of time spent during each step of a PGx POCT encounter in a community pharmacy setting. Methods: A time and motion study was conducted using a mock community pharmacy space for a simulated PGx-focused encounter to manage antiplatelet therapy following hospital discharge. PGx POCT was conducted using the Spartan RX instrument. Simulated patient encounters were divided into 7 categories. Time spent in each step, as well as total time spent, was tracked. Results: A total of 54 simulated PGx POCT encounters took place with an average time of 9.49 minutes (SD ± 1.38 minutes). Instrument run time adds 60 minutes to the total time required to obtain a result. Duties that could be performed by an appropriately trained pharmacy technician totaled 6.86 minutes. Conclusions: PGx POCT would require 9.49 minutes of pharmacy staff hands-on time for the encounter, which could be reduced to 2.64 minutes of pharmacist time with appropriate pharmacy technician involvement. Time requirements for PGx POCT are similar to that of community pharmacy-based immunizations. Future studies could explore how practice could change if PGx testing were routinely performed in the pharmacy.
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22
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Bain KT, Schwartz EJ, Knowlton OV, Knowlton CH, Turgeon J. Implementation of a pharmacist-led pharmacogenomics service for the Program of All-Inclusive Care for the Elderly (PHARM-GENOME-PACE). J Am Pharm Assoc (2003) 2018; 58:281-289.e1. [PMID: 29602745 DOI: 10.1016/j.japh.2018.02.011] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 01/19/2018] [Accepted: 02/25/2018] [Indexed: 02/02/2023]
Abstract
OBJECTIVES To determine the feasibility of implementing a pharmacist-led pharmacogenomics (PGx) service for the Program of All-Inclusive Care for the Elderly (PACE). SETTING A national centralized pharmacy providing PGx services to community-based PACE centers. PRACTICE DESCRIPTION Individuals 55 years of age and older enrolled in PACE who underwent PGx testing as part of their medical care (n = 296). PRACTICE INNOVATION Pharmacist-led PGx testing, interpreting, and consulting. EVALUATION Implementation processes and roles were ascertained by reviewing policies and procedures for the PGx service and documented observations made by pharmacists providing the service. Genetic variants and drug-gene interactions (DGIs) were determined by interpretations of PGx test results. Types of recommendations provided by pharmacists were ascertained from PGx consultations. Prescribers' acceptance of recommendations were ascertained by documented responses or drug changes made after PGx consultations. RESULTS Challenges to implementation included lack of systems interoperability, limited access to medical electronic health records, determining prescribers' responses, and knowledge and competency gaps in PGx. Pharmacist roles most essential to overcoming challenges were interpreting and applying PGx data, determining how to disseminate those data to prescribers, advocating for appropriate PGx testing, and educating about the application of test results to clinical practice. Participants frequently used drugs posing DGI risks, with the majority (73.6%) reporting more than 1 interaction. The overwhelming majority (89.0%) of pharmacists' recommendations to mitigate risks were accepted by referring prescribers. CONCLUSION Implementing a pharmacist-led PGx service for PACE is feasible. Implementation of this service highlights the leadership role of pharmacists in moving PGx from research to practice.
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23
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Dunnenberger HM, Biszewski M, Bell GC, Sereika A, May H, Johnson SG, Hulick PJ, Khandekar J. Implementation of a multidisciplinary pharmacogenomics clinic in a community health system. Am J Health Syst Pharm 2018; 73:1956-1966. [PMID: 27864203 DOI: 10.2146/ajhp160072] [Citation(s) in RCA: 87] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
PURPOSE The development and implementation of a multidisciplinary pharmacogenomics clinic within the framework of an established community-based medical genetics program are described. SUMMARY Pharmacogenomics is an important component of precision medicine that holds considerable promise for pharmacotherapy optimization. As part of the development of a health system-wide integrated pharmacogenomics program, in early 2015 Northshore University Health-System established a pharmacogenomics clinic run by a multidisciplinary team including a medical geneticist, a pharmacist, a nurse practitioner, and genetic counselors. The team identified five key program elements: (1) a billable-service provider, (2) a process for documentation of relevant medication and family histories, (3) personnel with the knowledge required to interpret pharmacogenomic results, (4) personnel to discuss risks, benefits, and limitations of pharmacogenomic testing, and (5) a mechanism for reporting results. The most important program component is expert interpretation of genetic test results to provide clinically useful information; pharmacists are well positioned to provide that expertise. At the Northshore University HealthSystem pharmacogenomics clinic, patient encounters typically entail two one-hour visits and follow a standardized workflow. At the first visit, pharmacogenomics-focused medication and family histories are obtained, risks and benefits of genetic testing are explained, and a test sample is collected; at the second visit, test results are provided along with evidence-based pharmacotherapy recommendations. CONCLUSION A multidisciplinary clinic providing genotyping and related services can facilitate the integration of pharmacogenomics into clinical care and meet the needs of early adopters of precision medicine.
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Affiliation(s)
- Henry M Dunnenberger
- Center for Molecular Medicine, NorthShore University HealthSystem, Evanston, IL.
| | - Matthew Biszewski
- Thrombosis and Anticoagulation Unit, NorthShore University HealthSystem, Glenview, IL
| | | | - Annette Sereika
- Center for Molecular Medicine, NorthShore University HealthSystem, Evanston, IL
| | - Holley May
- Center for Medical Genetics, NorthShore University HealthSystem, Evanston, IL
| | | | - Peter J Hulick
- Center for Medical Genetics, NorthShore University HealthSystem, Evanston, IL
| | - Janardan Khandekar
- Center for Molecular Medicine, NorthShore University HealthSystem, Evanston, IL
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24
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Haga SB. Integrating pharmacogenetic testing into primary care. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2017; 2:327-336. [PMID: 31853504 DOI: 10.1080/23808993.2017.1398046] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Introduction Pharmacogenetic (PGx) testing has greatly expanded due to enhanced understanding of the role of genes in drug response and advances in DNA-based testing technology development. As many primary care visits result in a prescription, the use of PGx testing may be particularly beneficial in this setting. However, integration of PGx testing may be limited as no uniform approach to delivery of tests has been established and providers are ill-prepared to integrate PGx testing into routine care. Areas covered In this paper, the readiness of primary care practitioners are reviewed as well as strategies to address these barriers based on published research and ongoing activities on education and implementation of PGx testing. Expert Commentary Widespread integration of PGx testing will warrant continued education and point-of-care decisional support. Primary care providers may also benefit from consultation services or team-based care with laboratory medicine specialists, pharmacists, and genetic counselors.
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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,
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25
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Lemke AA, Hutten Selkirk CG, Glaser NS, Sereika AW, Wake DT, Hulick PJ, Dunnenberger HM. Primary care physician experiences with integrated pharmacogenomic testing in a community health system. Per Med 2017; 14:389-400. [DOI: 10.2217/pme-2017-0036] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Aim: To explore primary care physicians’ views of the utility and delivery of direct access to pharmacogenomics (PGx) testing in a community health system. Methods: This descriptive study assessed the perspectives of 15 healthcare providers utilizing qualitative individual interviews. Results: Three main themes emerged: perceived value and utility of PGx testing; challenges to implementation in practice; and provider as well as patient needs. Conclusion: While providers in this study viewed benefits of PGx testing as avoiding side effects, titrating doses more quickly, improving shared decision-making and providing psychological reassurance, challenges will need to be addressed such as privacy concerns, cost, insurance coverage and understanding the complexity of PGx test results.
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Affiliation(s)
- Amy A Lemke
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Christina G Hutten Selkirk
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Nicole S Glaser
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Annette W Sereika
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Dyson T Wake
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Peter J Hulick
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
| | - Henry M Dunnenberger
- Center for Personalized Medicine, NorthShore University HealthSystem, 1001 University Place, Suite 160, Evanston, IL 60201, USA
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Myers MF, Zhang X, McLaughlin B, Kissell D, Perry CL, Veerkamp M, Zhang K, Holm IA, Prows CA. Prior opioid exposure influences parents' sharing of their children's CYP2D6 research results. Pharmacogenomics 2017; 18:1199-1213. [PMID: 28745549 DOI: 10.2217/pgs-2017-0091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
AIM To determine parents' use of their children's CYP2D6 research result. We hypothesized that perceived utility, likelihood of sharing and actual sharing of results would differ between parents with children previously exposed (cases) or unexposed (controls) to opioids. METHODS We returned results by phone (baseline). We surveyed parents about perceived utility and likelihood of sharing their child's research result at baseline, and actual sharing at 3 and 12 months. RESULTS Cases were more likely than controls to agree that they (p = 0.022) and the doctors (p = 0.041) could use the results to care for their child, to report higher likelihood of sharing (p = 0.042) and to actually share results with the child's doctor (p = 0.026). CONCLUSION Prior opioid exposure influenced perceived clinical utility and sharing behaviors.
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Affiliation(s)
- Melanie F Myers
- Division of Human Genetics, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.,College of Medicine, Department of Pediatrics, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Xue Zhang
- Division of Human Genetics, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Brooke McLaughlin
- Division of Human Genetics, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.,College of Medicine, Department of Pediatrics, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Diane Kissell
- Division of Human Genetics, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Cassandra L Perry
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
| | - Matthew Veerkamp
- Center for Autoimmune Genomics & Etiology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Kejian Zhang
- Division of Human Genetics, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Ingrid A Holm
- Division of Genetics & Genomics & The Manton Center for Orphan Disease Research, Department of Medicine, Boston Children's Hospital, Boston, MA 02115, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA
| | - Cynthia A Prows
- Division of Human Genetics, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.,Division of Patient Services, Department of Clinical Shared Services, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA
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Simoons M, Mulder H, Schoevers RA, Ruhé HG, van Roon EN. Availability of CYP2D6 genotyping results in general practitioner and community pharmacy medical records. Pharmacogenomics 2017; 18:843-851. [DOI: 10.2217/pgs-2017-0043] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To investigate the availability of CYP450–2D6 (CYP2D6) genotyping results in general practitioner (GP) and/or community pharmacy records, and the influence thereof on psychotropic CYP2D6 substrate dosing. Materials & methods: Primary outcome was the percentage of patients genotyped for CYP2D6 with their genotype/phenotype registered in GP and/or pharmacy records. Secondary outcome was the number of defined daily doses of psychotropic CYP2D6 substrates prescribed after genotyping. Results: For 216 out of 1307 eligible patients, medication overviews could be obtained. Genotyping results were available at GPs for 3.1% and at pharmacies for 5.9%. The average psychotropic CYP2D6 substrate dose was not different between any non-extensive metabolizer group and extensive metabolizer group (all p ≥ 0.486). Conclusion: Valuable information for individualizing psychiatric pharmacotherapy is lost on a large scale.
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Affiliation(s)
- Mirjam Simoons
- Wilhelmina Hospital Assen, Department of Clinical Pharmacy, Assen, The Netherlands
- Department of Psychiatry, Interdisciplinary Center for Psychopathology & Emotion regulation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Pharmacy, Unit of Pharmacotherapy, –Epidemiology & –Economics, University of Groningen, Groningen, The Netherlands
| | - Hans Mulder
- Wilhelmina Hospital Assen, Department of Clinical Pharmacy, Assen, The Netherlands
- Psychiatric Hospital GGZ Drenthe, Assen, The Netherlands
| | - Robert A Schoevers
- Department of Psychiatry, Interdisciplinary Center for Psychopathology & Emotion regulation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Henricus G Ruhé
- Department of Psychiatry, Interdisciplinary Center for Psychopathology & Emotion regulation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, UK
| | - Eric N van Roon
- Department of Pharmacy, Unit of Pharmacotherapy, –Epidemiology & –Economics, University of Groningen, Groningen, The Netherlands
- Department of Clinical Pharmacy & Clinical Pharmacology, Medical Center Leeuwarden, Leeuwarden, The Netherlands
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Haga SB, Moaddeb J, Mills R, Voora D. Assessing feasibility of delivering pharmacogenetic testing in a community pharmacy setting. Pharmacogenomics 2017; 18:327-335. [PMID: 28244804 DOI: 10.2217/pgs-2016-0175] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
AIM To describe the rationale and design of a study evaluating the delivery of pharmacogenetic (PGx) testing in community pharmacies. Study rationale: Pharmacists have expressed interest in offering PGx testing; however, their lack of knowledge and experience, patients' acceptance and feasibility are unknown in this setting. STUDY DESIGN Through a cluster randomized trial, we will assess pharmacist and patient experiences with delivery of PGx testing as a standalone service or integrated into medication therapy management services. Anticipated results: We anticipate that PGx testing can be delivered in a community pharmacy setting and accepted and valued by patients. CONCLUSION This study is expected to provide valuable evidence about the real-world feasibility and acceptance of a community pharmacist-delivered approach of PGx testing.
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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
| | - Jivan Moaddeb
- 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
| | - Deepak Voora
- Center for Applied Genomics & Precision Medicine, Duke University School of Medicine, 304 Research Drive, Box 90141, Durham, NC 27708, USA
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30
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Gibson ML, Hohmeier KC, Smith CT. Pharmacogenomics testing in a community pharmacy: patient perceptions and willingness-to-pay. Pharmacogenomics 2017; 18:227-233. [PMID: 28112585 DOI: 10.2217/pgs-2016-0161] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM To determine patient knowledge, interest and willingness-to-pay for pharmacogenomics testing in a community pharmacy. PATIENTS & METHODS The link to a cross-sectional, anonymous online survey was distributed to a convenience sample of patients. The contingent valuation method was used to assess willingness-to-pay. RESULTS Twenty seven surveys were completed. Eighty one percent of patients were interested in the service, but patients felt that they would be more likely to use the service if insurance covered the cost. CONCLUSION Patients indicated interest in a pharmacogenomics test, but varying levels of willingness-to-pay. Patients may not be able to connect the benefits of testing to their health, justifying further patient education in order to increase the viability of pharmacogenomics testing as a pharmacy service.
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Affiliation(s)
- Mara L Gibson
- University of Tennessee Health Science Campus, College of Pharmacy, 193 Polk Avenue, Suite 2D, Nashville, TN 37210, USA.,Reeves-Sain, 1801 Memorial Blvd, Murfreesboro, TN 37129, USA
| | - Kenneth C Hohmeier
- Department of Clinical Pharmacy, University of Tennessee Health Science Campus, 193 Polk Avenue, Suite 2D, Nashville, TN 37210, USA
| | - Cindy T Smith
- Reeves-Sain, 1801 Memorial Blvd, Murfreesboro, TN 37129, USA
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Haga SB, Mills R, Moaddeb J. Evaluation of a pharmacogenetic educational toolkit for community pharmacists. Pharmacogenomics 2016; 17:1491-502. [PMID: 27533631 DOI: 10.2217/pgs-2016-0002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM Over the past several decades, the roles and services of community pharmacists have expanded beyond traditional medical dispensation and compounding, and include health services such as vaccinations, and clinical testing and screening. Incorporating pharmacogenetic (PGx) testing into the menu of pharmacy services is logical and feasible; however, few pharmacists have experience with PGx testing, and few educational resources about PGx are available to support the uptake of PGx testing in community pharmacies. METHODS We developed a toolkit of four resources to assist pharmacists to provide PGx testing. We conducted a survey of pharmacists in North Carolina to evaluate each component of the toolkit and the toolkit as a whole. RESULTS A total of 380 respondents completed the evaluation of one or more toolkit components (344 evaluated all four components and the overall toolkit). Most respondents (84%) have never ordered or used PGx test results. Though the usability of the toolkit overall was below average (65.1 on a range of 0-100), individual components were perceived as useful and more than 75% of pharmacists reported that they would use the toolkit components when offering testing, with the result summary sheet receiving the highest score (4.01 out of 5). Open-text comments highlighted the need for more patient-friendly language and formatting. CONCLUSION The majority of pharmacist respondents scored the components of the toolkit favorably. The next steps will be to revise and assess use of the toolkit in community pharmacy settings.
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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
| | - Jivan Moaddeb
- Center for Applied Genomics & Precision Medicine, Duke University, School of Medicine, 304 Research Drive, Box 90141, Durham, NC 27708, USA
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