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Ugochukwu EJ, Edom JC, Omotayo FO, Amaechi AA, Obetta CB, Anosike C, Isah A, Ubaka CM. Bridging the gap: understanding the perspective of healthcare professional students towards precision medicine in a Nigerian tertiary institution (a cross-sectional study). BMC MEDICAL EDUCATION 2025; 25:63. [PMID: 39806360 PMCID: PMC11730482 DOI: 10.1186/s12909-025-06651-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 01/02/2025] [Indexed: 01/16/2025]
Abstract
BACKGROUND Individuals often respond differently to medications, giving rise to the field of precision medicine (PM), which focuses on tailoring treatments to individual genetic, environmental, and lifestyle factors. This study examined the level of comfort healthcare professional students have with their knowledge of precision medicine, alongside their attitudes and perceptions toward precision medicine, at a tertiary institution in Nigeria. METHODS A cross-sectional questionnaire-based study was conducted among healthcare professional students (400-600 level) at the University of Nigeria Nsukka between January and March 2024. The data were analyzed via IBM Statistical Product and Service Solutions (SPSS) for Windows version 27. Descriptive analyses (frequency, percentage, mean, and standard deviation) and chi-square tests were used to summarize and compare the variables. Statistical significance was set at p < 0.05. RESULTS A total of 431 healthcare professional students participated in this study. Fewer than half (n = 200, 46.4%) were pharmacy students, and the majority were within the age range of 21-25 years (n = 288, 66.8%). Nearly half (n = 206, 47.8%) reported having information about precision medicine from the internet, and the majority (n = 341, 79.1%) expressed having an interest in a career involving research in precision medicine. More than half of the students (n = 240, 55.7%) were comfortable with their knowledge of precision medicine and had favourable attitudes (n = 236, 54.8%). Additionally, more than half had positive perceptions of ethical concerns (n = 216, 50.1%) and education in precision medicine (n = 239, 55.5%). Gender, age, department, level of study, awareness of PM, and interest in a career involving research were significantly associated with students' knowledge, attitudes, and perceptions of precision medicine (p < 0.001). CONCLUSION Healthcare professional students were comfortable with their knowledge of PM and, in addition, had favourable attitudes and positive perceptions toward the use of precision medicine.
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Affiliation(s)
- Ezinwanne Jane Ugochukwu
- Department of Clinical Pharmacy and Pharmacy Management, Faculty of Pharmaceutical Sciences, University of Nigeria, Nsukka, Enugu State, Nigeria.
| | - Jennifer Chinwe Edom
- Department of Clinical Pharmacy and Pharmacy Management, Faculty of Pharmaceutical Sciences, University of Nigeria, Nsukka, Enugu State, Nigeria
| | - Faith Olanrewaju Omotayo
- Department of Clinical Pharmacy and Pharmacy Management, Faculty of Pharmaceutical Sciences, University of Nigeria, Nsukka, Enugu State, Nigeria
| | - Agatha Adaeze Amaechi
- Department of Clinical Pharmacy and Pharmacy Management, Faculty of Pharmaceutical Sciences, University of Nigeria, Nsukka, Enugu State, Nigeria
| | - Chinedu Benneth Obetta
- Department of Clinical Pharmacy and Pharmacy Management, Faculty of Pharmaceutical Sciences, University of Nigeria, Nsukka, Enugu State, Nigeria
| | - Chibueze Anosike
- Department of Clinical Pharmacy and Pharmacy Management, Faculty of Pharmaceutical Sciences, University of Nigeria, Nsukka, Enugu State, Nigeria
| | - AbdulMuminu Isah
- Department of Clinical Pharmacy and Pharmacy Management, Faculty of Pharmaceutical Sciences, University of Nigeria, Nsukka, Enugu State, Nigeria
| | - Chukwuemeka Michael Ubaka
- Department of Clinical Pharmacy and Pharmacy Management, Faculty of Pharmaceutical Sciences, University of Nigeria, Nsukka, Enugu State, Nigeria
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Rodríguez-Escudero I, Bonilla-Medina G, Cabrera-Martínez J, Cintrón-Zayas V. Cross-sectional description of hospital pharmacy services in Puerto Rico in 2022 using the Practice Advancement Initiative 2030 Self-Assessment Tool. Am J Health Syst Pharm 2025; 82:81-98. [PMID: 39073861 DOI: 10.1093/ajhp/zxae220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Indexed: 07/30/2024] Open
Abstract
PURPOSE The American Society of Health-System Pharmacists (ASHP) developed the Practice Advancement Initiative 2030 (PAI 2030) to support the continuous improvement of hospital pharmacy services in the United States. Puerto Rico (PR) hospitals' level of compliance with PAI 2030 recommendations is not currently known. The primary objective of this study was to describe the hospital pharmacy scenario in PR in the 5 areas addressed in PAI 2030 recommendations. SUMMARY Through a collaboration between the state affiliate, a school of pharmacy, and ASHP, completion of the PAI 2030 Self-Assessment Tool was promoted among hospital pharmacy directors between August 2022 and March 2023. A total of 18 out of 66 hospitals completed the survey. The results were compared with national data provided by ASHP from 163 US hospitals. Areas where PR hospitals rated high were in PAI 2030 domain A (Pharmacy Technician Role, Education, and Training) and domain E (Pharmacist Leadership in Medication Use and Safety). PR hospitals rate their performance lower in domain A (Patient-Centered Care) and domain B (Pharmacist Role, Education, and Training). Specific focus areas for improvement by PR hospitals include pharmacist participation in medication reconciliation, 24/7 access to advanced clinical pharmacy services, expansion of the pharmacist's scope of practice, and training through the Board of Pharmacy Specialties and residency programs. CONCLUSION This study illustrates how the PAI 2030 Self-Assessment Tool can be used to benchmark pharmacy services at the state level. We suggest that changes are needed to close the gap between hospital pharmacies working towards optimizing the role of pharmacists in healthcare systems and those still struggling with dedicating staff to well-recognized pharmacist roles and responsibilities.
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Affiliation(s)
| | - Glorimar Bonilla-Medina
- Department of Pharmacy Practice, School of Pharmacy, University of Puerto Rico, San Juan, PR, USA
| | - Janice Cabrera-Martínez
- Department of Pharmacy Practice, School of Pharmacy, University of Puerto Rico, San Juan, PR, USA
| | - Víctor Cintrón-Zayas
- Department of Pharmacy Practice, School of Pharmacy, University of Puerto Rico, San Juan, PR, USA
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Ronkowski C, Deshpande D, Sharma N, Vahed M, Patel YM, Gukasyan HJ, Wu M, Peng K, Church TD, Kim RE, Mirzaian E, Padula WV, Tomaszewski D, Ng TMH, Wong-Beringer A, Zaro J, Qato DM, Davies DL, Papadopoulos V, Mangul S. Pioneering Computational Culture Within Pharmacy Schools by Empowering Students With Data Science and Bioinformatics Skills. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2024; 89:101341. [PMID: 39674347 DOI: 10.1016/j.ajpe.2024.101341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 12/03/2024] [Accepted: 12/06/2024] [Indexed: 12/16/2024]
Abstract
As advancements in digital health lead to the generation of increasingly diverse and voluminous pharmaceutical data, it is increasingly critical that we teach trainee pharmaceutical scientists how to leverage this data to lead future innovations in health care and pharmaceutical research. To address this need, the University of Southern California Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences is incorporating data science and bioinformatics into the graduate and undergraduate curricula through introductory courses tailored for students without prior programming experience. These courses feature a teaching framework designed to make the fundamentals of data science and bioinformatics accessible to pharmacy students through step-by-step, Jupyter-based coding assignments with examples relevant to the pharmaceutical sciences. The framework supports Doctor of Pharmacy students by focusing on the practical applications of data science in clinical settings, while for Doctor of Philosophy and Master's students students, the emphasis is on research methodologies and advanced data analysis techniques. Here, we outline the design of this framework, highlighting the strategies we developed and the opportunities it provides to cultivate a computational culture within our institution and beyond.
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Affiliation(s)
- Cynthia Ronkowski
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Dhrithi Deshpande
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Nitesh Sharma
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Mohammad Vahed
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Yesha M Patel
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Hovhannes J Gukasyan
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Maryann Wu
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Kerui Peng
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Terry David Church
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Rory E Kim
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Edith Mirzaian
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - William Vincent Padula
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Daniel Tomaszewski
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Tien M H Ng
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Annie Wong-Beringer
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Jennica Zaro
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Dima M Qato
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA; Department of Clinical Pharmacy, Shaeffer Center for Health Policy and Economics, Los Angeles, CA, USA
| | - Daryl L Davies
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA
| | - Vassilios Papadopoulos
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA; USC Suzanne Dworak-Peck School of Social Work, University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Department of Pharmacology and Pharmaceutical Sciences, Los Angeles, CA, USA; John Stauffer Decanal Chair in Pharmaceutical Sciences, University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Department of Pharmacology and Pharmaceutical Sciences, Los Angeles, CA, USA
| | - Serghei Mangul
- University of Southern California, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, Titus Family Department of Clinical Pharmacy, Los Angeles, CA, USA.
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Oliver CB, Naik D, Kirkikis M, Ghaffari M, Oyen LJ, Thomas KC. Implementation of pharmacogenomics: Experience at Ochsner Health. Am J Health Syst Pharm 2024:zxae295. [PMID: 39549284 DOI: 10.1093/ajhp/zxae295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2024] Open
Abstract
PURPOSE Pharmacogenomics is the study of how individual responses to medication are influenced by genetics. As medication experts, pharmacists are uniquely suited to practicing this application of precision medicine. Fundamental operational aspects of developing a pharmacy clinical pharmacogenomics practice are described, and the specific experience of a multisite health system in developing a pharmacogenomics service is discussed. SUMMARY Considerations for the development of a clinical pharmacy-driven pharmacogenomics service include understanding testing selection, targeting the appropriate patient population, exploration of reimbursement, design of the practice, and education of the pharmacogenomics workforce. Testing can be preemptive or reactive, can occur in house or as a send-out service, and can be panel based or specific to a single gene. Pharmacogenomics is applicable to many medicine specialties, making deployment of services to strategic groups essential. Reimbursement for pharmacogenomics is variable and may pose a barrier to implementation. The demand for pharmacogenomics education for pharmacy students and as a formal postgraduate career path is growing. Pharmacogenomics service planning and implementation details for a multisite health system are described. CONCLUSION The practice of pharmacogenomics presents a remarkable opportunity for clinical pharmacists and health systems to improve patient care outcomes and experiences.
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Affiliation(s)
| | | | | | - Mary Ghaffari
- Clinical Pharmacy Services, University of Maryland Medical System, Linthicum, MD, USA
| | - Lance J Oyen
- Department of Pharmacy, Mayo Clinic, Rochester, MN, and Mayo College of Medicine, Rochester, MN, USA
| | - Karen C Thomas
- Specialty and Infusion Pharmacies, University of Illinois Health, Chicago, IL, and Department of Pharmacy Practice, University of Illinois Chicago, Chicago, IL, USA
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Korczeniewska OA, Dakshinamoorthy J, Prabhakar V, Lingaiah U. Genetics Affecting the Prognosis of Dental Treatments. Dent Clin North Am 2024; 68:659-692. [PMID: 39244250 DOI: 10.1016/j.cden.2024.05.003] [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: 09/09/2024]
Abstract
Genetics plays a significant role in determining an individual's susceptibility to dental diseases, the response to dental treatments, and the overall prognosis of dental interventions. Here, the authors explore the various genetic factors affecting the prognosis of dental treatments focusing on dental caries, orthodontic treatment, oral cancer, prosthodontic treatment, periodontal disease, developmental disorders, pharmacogenetics, and genetic predisposition to faster wound healing. Understanding the genetic underpinnings of dental health can help personalize treatment plans, predict outcomes, and improve the overall quality of dental care.
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Affiliation(s)
- Olga A Korczeniewska
- Department of Diagnostic Sciences, Center for Orofacial Pain and Temporomandibular Disorders, Rutgers School of Dental Medicine, Rutgers, The State University of New Jersey, 110 Bergen Street, Room D-880, Newark, NJ 07101, USA
| | - Janani Dakshinamoorthy
- GeneAura Pvt. Ltd, AP1166, 4th street, Anna Nagar, Thendral Colony, Chennai 600040, India.
| | - Vaishnavi Prabhakar
- Department of Dental Sciences Dr. M.G.R. Educational And Research Institute Periyar E.V.R. High Road, (NH 4 Highway) Maduravoyal, Chennai 600095, India
| | - Upasana Lingaiah
- Upasana Lingaiah, Department of Oral Medicine and Radiology, V S Dental College and Hospital, Room number 1, K R Road, V V Puram, Bengaluru, Karnataka 560004, India
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Dreischmeier E, Hecht H, Crocker E, Seckel E, Wilcox A, Fletcher C, Piccolo J. Integration of a clinical pharmacist practitioner-led pharmacogenomics service in a Veterans Affairs hematology/oncology clinic. Am J Health Syst Pharm 2024; 81:e634-e639. [PMID: 38733328 DOI: 10.1093/ajhp/zxae122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Indexed: 05/13/2024] Open
Abstract
PURPOSE This article describes the implementation and evaluation of pharmacogenomic testing within the hematology/oncology ambulatory care clinic at the William S. Middleton Memorial Veterans Hospital in Madison, WI. SUMMARY The Pharmacogenomic Testing for Veterans (PHASER) program provides preemptive pharmacogenomic testing for veterans nationally. Program implementation at the Madison Veterans Affairs site began in the hematology/oncology clinic with the goal of integrating the offer for pharmacogenomic testing, testing completion, and review of the results by the hematology/oncology clinical pharmacist practitioner (CPP) into current workflows to create a sustainable process for PHASER. The hematology/oncology CPP designed workflows outlining how testing would be offered to patients, how results would be reported and to whom, and how documentation would occur in the electronic medical record. Veterans are offered preemptive PHASER testing, before needing therapy requiring pharmacogenomic results. Exceptions to pharmacogenomic testing were patients with a history of liver or allogeneic hematopoietic stem cell transplantation. CONCLUSION This article provides a summary of the role of the hematology/oncology CPP in the implementation of a pharmacogenomics service and the impact on medication management in a hematology/oncology clinic.
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Affiliation(s)
| | - Hannah Hecht
- William S. Middleton Memorial Veterans Hospital, Madison, WI, USA
| | - Edward Crocker
- William S. Middleton Memorial Veterans Hospital, Madison, WI, USA
| | - Ellina Seckel
- William S. Middleton Memorial Veterans Hospital, Madison, WI, USA
| | - Andrew Wilcox
- William S. Middleton Memorial Veterans Hospital, Madison, WI, USA
| | - Christopher Fletcher
- William S. Middleton Memorial Veterans Hospital, Madison, WI
- UW Carbone Cancer Center, Division of Hematology/Oncology, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Jennifer Piccolo
- William S. Middleton Memorial Veterans Hospital, Madison, WI, USA
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Green JK, Hackett LJ, Green DC, Deharvengt SJ, Brooks GA, Khan WA, Tsongalis GJ, Lewis LD, Shah PS. Implementation of a pharmacist-guided pharmacogenomics dosing service at a rural NCI-designated comprehensive cancer center. J Oncol Pharm Pract 2024:10781552241281936. [PMID: 39228222 DOI: 10.1177/10781552241281936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
INTRODUCTION The goal of pharmacogenetic testing is to identify genetic variants with significant implications on drug safety and efficacy. Several professional organizations and institutions have demonstrated the value of pharmacist involvement in the implementation of pharmacogenomic services. Therefore, we aimed to establish a pharmacist-guided model for interpretation of pharmacogenetic results for all oncology patients seen at the Dartmouth Cancer Center (DCC) in Lebanon, NH. METHODS A pilot of a pharmacist-guided pharmacogenomics dosing service was implemented at the DCC. Pharmacy services included review of results from a next generation sequencing panel for DPYD, TPMT, NUDT15, and UGT1A1 variants. The pharmacist wrote a note in the electronic health record (EHR) detailing actionable drug-gene interactions and drug-dosing guidance, which was then routed to the treating oncologist. Outcomes collected included highlighting actionable mutations and defining pharmacist interventions. In addition, time spent formulating and documenting patient-specific drug-dosing recommendations was collected. RESULTS From February 2024 through May 2024, a total of 71 patients with pharmacogenetic results, provided by the clinical molecular laboratory at Dartmouth Health, were reviewed by the pharmacist. The majority of patients tested were diagnosed with a malignancy of gastrointestinal origin. Twenty-one patients were found to have actionable variants in at least one of the four genes evaluated, and five of the 21 identified patients had active treatment plans for which dose changes were then implemented. CONCLUSIONS Implementation of a pharmacist-guided pharmacogenomics based dosing service aided in optimizing drug therapy and has positioned Dartmouth Health for further expansion of pharmacogenomics and personalized patient care.
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Sánchez Pozo A, Montero Gómez A. [Translated article] Application of pharmacogenetic/pharmacogenomic data to personalise treatment in routine clinical practice. A narrative review. FARMACIA HOSPITALARIA 2024; 48 Suppl 1:TS5-TS12. [PMID: 39097377 DOI: 10.1016/j.farma.2024.02.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 09/13/2023] [Accepted: 09/25/2023] [Indexed: 08/05/2024] Open
Abstract
OBJECTIVE The aim of this article was to perform a narrative review of how pharmacogenetics and pharmacogenomics is being applied in the clinics, especially in Spain. METHOD Publications and websites of major interest have been reviewed. RESULTS Pharmacogenes and variants used in several hospitals, available methodologies, and the implementation process are discussed.
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Affiliation(s)
- Antonio Sánchez Pozo
- Departamento de Bioquímica y Biología Molecular 2, Facultad de Farmacia, Universidad de Granada, Granada, Spain.
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Wiss FM, Jakober D, Lampert ML, Allemann SS. Overcoming Barriers: Strategies for Implementing Pharmacist-Led Pharmacogenetic Services in Swiss Clinical Practice. Genes (Basel) 2024; 15:862. [PMID: 39062642 PMCID: PMC11276441 DOI: 10.3390/genes15070862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 06/27/2024] [Accepted: 06/28/2024] [Indexed: 07/28/2024] Open
Abstract
There is growing evidence that pharmacogenetic analysis can improve drug therapy for individual patients. In Switzerland, pharmacists are legally authorized to initiate pharmacogenetic tests. However, pharmacogenetic tests are rarely conducted in Swiss pharmacies. Therefore, we aimed to identify implementation strategies that facilitate the integration of a pharmacist-led pharmacogenetic service into clinical practice. To achieve this, we conducted semi-structured interviews with pharmacists and physicians regarding the implementation process of a pharmacist-led pharmacogenetic service. We utilized the Consolidated Framework for Implementation Research (CFIR) to identify potential facilitators and barriers in the implementation process. Additionally, we employed Expert Recommendations for Implementing Change (ERIC) to identify strategies mentioned in the interviews and used the CFIR-ERIC matching tool to identify additional strategies. We obtained interview responses from nine pharmacists and nine physicians. From these responses, we identified 7 CFIR constructs as facilitators and 12 as barriers. Some of the most commonly mentioned barriers included unclear procedures, lack of cost coverage by health care insurance, insufficient pharmacogenetics knowledge, lack of interprofessional collaboration, communication with the patient, and inadequate e-health technologies. Additionally, we identified 23 implementation strategies mentioned by interviewees using ERIC and 45 potential strategies using the CFIR-ERIC matching tool. In summary, we found that significant barriers hinder the implementation process of this new service. We hope that by highlighting potential implementation strategies, we can advance the integration of a pharmacist-led pharmacogenetic service in Switzerland.
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Affiliation(s)
- Florine M. Wiss
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (D.J.); (M.L.L.)
- Institute of Hospital Pharmacy, Solothurner Spitäler, 4600 Olten, Switzerland
| | - Deborah Jakober
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (D.J.); (M.L.L.)
| | - Markus L. Lampert
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (D.J.); (M.L.L.)
- Institute of Hospital Pharmacy, Solothurner Spitäler, 4600 Olten, Switzerland
| | - Samuel S. Allemann
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (D.J.); (M.L.L.)
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Sánchez Pozo A, Montero Gómez A. Application of pharmacogenetic/pharmacogenomic data to personalize treatment in routine clinical practice. A narrative review. FARMACIA HOSPITALARIA 2024; 48 Suppl 1:S5-S12. [PMID: 39097368 DOI: 10.1016/j.farma.2023.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 09/13/2023] [Accepted: 09/25/2023] [Indexed: 08/05/2024] Open
Abstract
OBJECTIVE The aim of this article is to perform a narrative review of how pharmacogenetics and pharmacogenomics is being applied in the clinic, especially in Spain. METHOD Publications and websites of major interest have been reviewed. RESULTS Pharmacogenes and variants used in several hospitals, available methodologies, and the implementation process are discussed.
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Affiliation(s)
- Antonio Sánchez Pozo
- Departamento de Bioquímica y Biología Molecular 2, Facultad de Farmacia, Universidad de Granada, Granada, España.
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Odeh M, Sbitan L, Alzraikat N, Tanous H, Al-Diery T. Precision medicine in pharmacy: assessing pharmacogenomics competence among pharmacists and pharmacy students. J Pharm Policy Pract 2024; 17:2354879. [PMID: 38868176 PMCID: PMC11168213 DOI: 10.1080/20523211.2024.2354879] [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] [Indexed: 06/14/2024] Open
Abstract
Background Pharmacogenomics, a key component of precision medicine, aims to improve healthcare outcomes. As pharmacists play a pivotal role in this evolving field, an assessment of their preparedness to apply pharmacogenomics is imperative. Methods In this cross-sectional study, a validated questionnaire (Content Validity Ratio > 0.741, p < 0.05) that demonstrated reliability (Cronbach's alpha for all scales > 0.7) gathered data on demographics, knowledge, attitudes, barriers, and confidence in pharmacogenomics among pharmacists and pharmacy students in Jordan. Statistical analysis assessed associations and their strength within the collected data and variables. Results This study included 514 pharmacists and pharmacy students. Knowledge scores were moderate and correlated with academic level and pharmacy school attended. Most participants were open to providing pharmacogenomics testing and interpretation through pharmacy services, but the majority demonstrated concerns about potential misinterpretation of test results and the resulting patients' anxiety. Students cited limited accessibility, while pharmacists identified the lack of standardised guidelines as the main roadblock. Conclusion This study highlights the need for education to prepare pharmacists for their role in pharmacogenomics. Despite positive attitudes from pharmacists, addressing knowledge gaps, the low confidence in recommending pharmacogenomics tests, and concerns about implementation are essential.
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Affiliation(s)
- Mohanad Odeh
- Department of Clinical Pharmacy and Pharmacy Practice, Faculty of Pharmaceutical Sciences, The Hashemite University, Zarqa, Jordan
| | - Lana Sbitan
- Faculty of Medicine, The Hashemite University, Zarqa, Jordan
| | - Noor Alzraikat
- King Hussein Medical Center, Royal Medical Services, Amman, Jordan
| | - Haneen Tanous
- Princess Basma Teaching Hospital, Ministry of Health, Irbid, Jordan
| | - Tarik Al-Diery
- College of Pharmacy, QU Health, Qatar University, Doha, Qatar
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Donnelly RS, Cavallari LH, McCune JS, Trofe-Clark J, Formea CM, Hoffecker G, Csere MM, Anderson KC, Bhat S, Mosley SA, Ma Q, Ferdock A, Hoffman JM, Hicks JK, Caudle KE. Decoding Pharmacogenomic Test Interpretation and Application to Patient Care. JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 2024; 7:581-588. [PMID: 39582510 PMCID: PMC11583779 DOI: 10.1002/jac5.1958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 04/24/2024] [Indexed: 11/26/2024]
Abstract
Pharmacogenomics is a growing area of medicine, and pharmacists across clinical practice settings have the opportunity to individualize medication selection and dosing using genetic data. However, many practicing pharmacists may feel ill-equipped to interpret pharmacogenomic test results because of insufficient education and training. Evidence-based, updated, and freely available resources such as the Clinical Pharmacogenetics Implementation Consortium guidelines can help pharmacists interpret and apply pharmacogenomic test results to patient care. Although gaps for the application of pharmacogenomic information exist, this commentary aims to demystify the interpretation of pharmacogenomic test results and empower pharmacists to apply genetic data alongside other clinical variables to optimize medication-related outcomes for their patients. An "ABCD" framework is proposed to guide pharmacists through the steps: (1) Actionability - Are the gene(s) clinically relevant for the patient? (2) Be Mindful of Limitations - What are the caveats with pharmacogenomic test results and reports? (3) Clinical Practice Guidelines - How do you use pharmacogenomic test results to guide clinical decision-making? and (4) Document and Discuss - How do you educate the patient about their pharmacogenomic test results and document the results for future use? Key concepts are illustrated using a psychiatric patient case example.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Qing Ma
- American College of Clinical Pharmacy
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Bright DR, Klepser D, Langerveld A. Asynchronous consult report generation for pharmacogenomic clinical support: Time and motion. Res Social Adm Pharm 2024; 20:152-155. [PMID: 38494381 DOI: 10.1016/j.sapharm.2024.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 03/07/2024] [Accepted: 03/07/2024] [Indexed: 03/19/2024]
Abstract
As pharmacogenomic (PGx) testing becomes more commonplace in clinical practice, appropriate application of laboratory data to all relevant medications becomes necessary to maximize PGx value. However, many clinicians lack PGx knowledge and confidence, so prescribers may appreciate clinical support when applying PGx data to a patient's entire medication list. Pharmacists routinely provide PGx consult support, and asynchronous written consults may improve logistical simplicity, but specific process steps and time expectations are less settled. Four pharmacists produced written consult reports for 18 patient cases across three rounds of review. Discussion took place before each of the three rounds to drive consensus in steps, process, and resources used. Time per process step was tracked in the third round. Asynchronous written PGx consult reports generally required less than 30 min to generate if no more than 2 medications had PGx-based guidance, but that time more than doubled when more medications require PGx-based guidance. After three rounds of review, pharmacists found consensus regarding an optimal workflow for generating a PGx consult. Findings from this study may support pharmacist training, practice management, and expectation management for asynchronous written PGx consult development.
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Affiliation(s)
| | - Donald Klepser
- University of Nebraska Medical Center, College of Pharmacy, USA
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14
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Abanmy NO, Alghamdi SA, Aljudaie RK, Almohammed OA. Clinical pharmacists' knowledge, attitude, perception, and beliefs about the role of pharmacogenetic testing for genes polymorphisms when prescribing mercaptopurine. Saudi Pharm J 2024; 32:102022. [PMID: 38497085 PMCID: PMC10940172 DOI: 10.1016/j.jsps.2024.102022] [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] [Indexed: 03/19/2024] Open
Abstract
Background Single nucleotide polymorphisms in the gene encoding proteins involved in mercaptopurine metabolism can influence drug efficacy and safety. This study aims to assess clinical pharmacists' knowledge about mercaptopurine-related genes and their polymorphisms and investigate their attitudes, perceptions, and beliefs about the need for and importance of pharmacogenetic testing for mercaptopurine. Methods A cross-sectional descriptive study was conducted among oncology/hematology clinical pharmacists in Saudi Arabia using an online-questionnaire developed by experts in the field. The questionnaire consists of four-sections exploring clinical pharmacists' knowledge, attitudes, perceptions, and beliefs about the importance of gene testing and genes polymorphism when prescribing mercaptopurine. Descriptive statistics were used to analyze the data in the study. Results A total of 41 oncology/hematology clinical pharmacists responded to the survey invitation. Almost half of them had more than 10 years of work experience, but only 17 % of them received formal training in pharmacogenetics. The overall level of knowledge about pharmacogenetics among participants was low, with a mean score of 2.8 points (1.7) out of 8 items. However, around 76 % agreed that it is important to perform pharmacogenetic screening prior to prescribing mercaptopurine, and almost 93 % state that it will influence their dosage recommendation. Most of the participants had a good perception (95.1 %) of their role in genetic testing for medication selection, dosing, and monitoring; however, about 10 % of surveyed pharmacists reported not being completely responsible about recommending pharmacogenetic testing. The surveyed pharmacists had a good belief in the importance of pharmacogenetic testing and their overall attitude was positive toward the use of pharmacogenetic testing, with emphasis on the importance of training on the proper assessment and interpretation of pharmacogenetic tests. Conclusions Pharmacists demonstrated good perception and positive attitude toward pharmacogenetic testing, despite the low level of knowledge and limited formal training. Thus, more attention to developing national guidelines on pharmacogenetic testing is warranted to ensure successful pharmacogenetic testing implementation.
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Affiliation(s)
- Norah O. Abanmy
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Sara A. Alghamdi
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Raneem K. Aljudaie
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Omar A. Almohammed
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
- Pharmacoeconomics Research Unit, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
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15
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Beier MT. Pharmacists' Role in Pharmacogenomics: Transforming Promise to Reality Through Perseverance and Knowledge. Sr Care Pharm 2024; 39:129-131. [PMID: 38528336 DOI: 10.4140/tcp.n.2024.129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
Enormous strides have been made in sequencing technology, multi-gene panels, evidence-based guidelines, and actionable results. We have been moving from reactive pharmacogenomic testing based on single gene analysis to broad pre-emptive testing, where the pharmacogenetic information is available in electronic health records and prescription systems enabling dosing decisions before a prescription is written.
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Affiliation(s)
- Manju T Beier
- Senior Partner, Geriatric Consultant Resources LLC Adjunct Associate Professor of Pharmacy The University of Michigan, Ann Arbor, Michigan
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16
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Maruf AA, Shields M, Fryza A, Wondrasek A, Leong C, Kowalec K, Bousman C. Knowledge and perceptions of pharmacogenomics among pharmacists in Manitoba, Canada. Pharmacogenomics 2024; 25:175-186. [PMID: 38506345 DOI: 10.2217/pgs-2024-0013] [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: 03/21/2024] Open
Abstract
Objective: This work was designed to describe the knowledge and perceptions of pharmacogenomics (PGx) among pharmacists in the Canadian province of Manitoba. Methods: A 40-item, web-based survey was distributed to pharmacists in Manitoba. Results: Of 74 participants, one third had some education or training in PGx, and 12.2% had used PGx test results in their practice. Participants' self-rated knowledge of PGx testing and common PGx resources (e.g., Pharmacogenomics Knowledge Base, Clinical Pharmacogenetics Implementation Consortium) was low. Most pharmacists surveyed believe that PGx can improve medication efficacy (82.4%) or prevent adverse drug reactions (81.1%). Most (91%) desired more education on PGx. Conclusion: Manitoba pharmacists reported positive perceptions toward PGx. However, they are currently underprepared to implement PGx into practice.
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Affiliation(s)
- Abdullah Al Maruf
- College of Pharmacy, University of Manitoba, Winnipeg, MB, R3E 0T5, Canada
- Children's Hospital Research Institute of Manitoba, Winnipeg, Manitoba, R3E 3P4, Canada
- The Mathison Centre for Mental Health Research & Education, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, T2N 4Z6, Canada
- Department of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, T2N 1N4, Canada
| | - Meagan Shields
- Department of Medical Genetics, University of Calgary, Calgary, AB, T2N 4N2, Canada
| | - Amber Fryza
- College of Pharmacy, University of Manitoba, Winnipeg, MB, R3E 0T5, Canada
| | - Amanda Wondrasek
- College of Pharmacy, University of Manitoba, Winnipeg, MB, R3E 0T5, Canada
| | - Christine Leong
- College of Pharmacy, University of Manitoba, Winnipeg, MB, R3E 0T5, Canada
- Children's Hospital Research Institute of Manitoba, Winnipeg, Manitoba, R3E 3P4, Canada
- Department of Psychiatry, Max Rady College of Medicine, University of Manitoba, MB, R3E 3N4, Canada
| | - Kaarina Kowalec
- College of Pharmacy, University of Manitoba, Winnipeg, MB, R3E 0T5, Canada
- Department of Medical Epidemiology & Biostatistics, Karolinska Institute, Stockholm, Sweden
| | - Chad Bousman
- The Mathison Centre for Mental Health Research & Education, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, T2N 4Z6, Canada
- Department of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB, T2N 1N4, Canada
- Department of Medical Genetics, University of Calgary, Calgary, AB, T2N 4N2, Canada
- Departments of Physiology & Pharmacology & Community Health Sciences, University of Calgary, Calgary, AB, T2N 1N4, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, T2N 4N1, Canada
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17
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Pereira L, Haidar CE, Haga SB, Cisler AG, Hall A, Shukla SK, Hebbring SJ, Leary EJW. Assessment of the current status of real-world pharmacogenomic testing: informed consent, patient education, and related practices. Front Pharmacol 2024; 15:1355412. [PMID: 38410134 PMCID: PMC10895424 DOI: 10.3389/fphar.2024.1355412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 01/24/2024] [Indexed: 02/28/2024] Open
Abstract
Introduction: The practice of informed consent (IC) for pharmacogenomic testing in clinical settings varies, and there is currently no consensus on which elements of IC to provide to patients. This study aims to assess current IC practices for pharmacogenomic testing. Methods: An online survey was developed and sent to health providers at institutions that offer clinical germline pharmacogenomic testing to assess current IC practices. Results: Forty-six completed surveys representing 43 clinical institutions offering pharmacogenomic testing were received. Thirty-two (74%) respondents obtain IC from patients with variability in elements incorporated. Results revealed that twenty-nine (67%) institutions discuss the benefits, description, and purpose of pharmacogenomic testing with patients. Less commonly discussed elements included methodology and accuracy of testing, and laboratory storage of samples. Discussion: IC practices varied widely among survey respondents. Most respondents desire the establishment of consensus IC recommendations from a trusted pharmacogenomics organization to help address these disparities.
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Affiliation(s)
- Lucas Pereira
- Marshfield Clinic Research Institute, Center for Precision Medicine Research, Marshfield Clinic Health Systems, Marshfield, WI, United States
- Division of Genetics and Metabolism, Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - Cyrine-Eliana Haidar
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Susanne B. Haga
- Program in Precision Medicine, Department of Medicine, School of Medicine, Duke University, Durham, NC, United States
| | - Anna G. Cisler
- Medical Genetics, Marshfield Clinic Health Systems, Marshfield, WI, United States
| | - April Hall
- Division of Genetics and Metabolism, Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
- Center for Human Genomics and Precision Medicine, Wisconsin Institute for Medical Research, University of Wisconsin-Madison, Madison, WI, United States
| | - Sanjay K. Shukla
- Marshfield Clinic Research Institute, Center for Precision Medicine Research, Marshfield Clinic Health Systems, Marshfield, WI, United States
| | - Scott J. Hebbring
- Marshfield Clinic Research Institute, Center for Precision Medicine Research, Marshfield Clinic Health Systems, Marshfield, WI, United States
| | - Emili J. W. Leary
- Marshfield Clinic Research Institute, Center for Precision Medicine Research, Marshfield Clinic Health Systems, Marshfield, WI, United States
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18
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Wu RR, Benevent R, Sperber NR, Bates JS, Villa D, Weeraratne D, Burrell TA, Voora D. Workforce readiness for pharmacogenomics and key elements for sustainment within the Veterans Health Administration. Pharmacogenomics 2024; 25:133-145. [PMID: 38440834 PMCID: PMC10964838 DOI: 10.2217/pgs-2023-0193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 02/14/2024] [Indexed: 03/06/2024] Open
Abstract
Aim: Understanding barriers and facilitators to pharmacogenomics (PGx) implementation and how to structure a clinical program with the Veterans Health Administration (VA). Materials & methods: Healthcare provider (HCP) survey at 20 VA facilities assessing PGx knowledge/acceptance and qualitative interviews to understand how best to design and sustain a national program. Results: 186 (12% response rate) surveyed believed PGx informs drug efficacy (74.7%) and adverse events (71.0%). Low confidence in knowledge (43.0%) and ability to implement (35.4-43.5%). 23 (60.5% response rate) interviewees supported a nationally program to oversee VA education, consultation and IT resources. Prescribing HCPs should be directing local activities. Conclusion: HCPs recognize PGx value but are not prepared to implement. Healthcare systems should build system-wide programs for implementation education and support.
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Affiliation(s)
- Rebekah Ryanne Wu
- Division of General Internal Medicine, Precision Medicine Program, Department of Medicine, Duke University, Durham, NC 27708, USA
- Durham VA Medical Center, Durham, NC 27705, USA
| | | | - Nina R Sperber
- Division of General Internal Medicine, Precision Medicine Program, Department of Medicine, Duke University, Durham, NC 27708, USA
- Durham VA Medical Center, Durham, NC 27705, USA
- Department of Population Health, Duke University, Durham, NC 27708, USA
| | - Jill S Bates
- Durham VA Medical Center, Durham, NC 27705, USA
- Department of Veterans Affairs, National Pharmacogenomics Program, Washington DC, WA 20420, USA
- Division of Practice Advancement & Clinical Education, Eschelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | | | | | | | - Deepak Voora
- Division of General Internal Medicine, Precision Medicine Program, Department of Medicine, Duke University, Durham, NC 27708, USA
- Durham VA Medical Center, Durham, NC 27705, USA
- Department of Veterans Affairs, National Pharmacogenomics Program, Washington DC, WA 20420, USA
- Department of Medicine, Division of Cardiology, Duke University, Durham, NC 27708, USA
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19
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Wondrasek A, Fryza A, Aziz MA, Leong C, Kowalec K, Maruf AA. Knowledge, perceptions, and attitudes toward pharmacogenomics among pharmacists and pharmacy students: A systematic review. Health Sci Rep 2024; 7:e1844. [PMID: 38274140 PMCID: PMC10809028 DOI: 10.1002/hsr2.1844] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 12/09/2023] [Accepted: 01/08/2024] [Indexed: 01/27/2024] Open
Abstract
Background and Aims Pharmacists have been recognized as one of the most qualified healthcare professionals in the clinical implementation of pharmacogenomics, yet its widespread implementation in clinical pharmacy practice has remained limited. The review aims to systematically investigate knowledge, perceptions, and attitudes toward pharmacogenomics among pharmacists and pharmacy students to inform the future delivery of pharmacogenomics education programs. Methods PubMed, MEDLINE, Embase, Scopus, and the International Pharmaceutical Abstracts were searched up to May 17, 2022. Studies were selected if they included data on pharmacists' or pharmacy students' knowledge, perception, or attitude about pharmacogenomics and were published in a peer-reviewed, English-language journal with full-text availability. Any published study not deemed original research was excluded. All included studies were critically appraised using the Center for Evidence-Based Management's critical appraisal tools. The data were descriptively analyzed and presented based on pharmacists' and pharmacy students' knowledge/awareness, perception/attitudes toward pharmacogenomic (PGx), confidence in using or interpreting PGx testing results, and their desire to get further PGx education or their most preferred method of further education. Results A combined total of 12,430 pharmacists and pharmacy students from 26 countries are represented in the 52 included studies. Despite overwhelmingly positive attitudes and perceptions toward pharmacogenomics among pharmacists and pharmacy students, an overall lack of adequate knowledge and confidence was found. The review also found a strong desire for further pharmacogenomics education among pharmacists and pharmacy students. Conclusion Pharmacists and pharmacy students have positive perceptions and attitudes toward pharmacogenomics, which is hindered by a lack of knowledge and confidence. However, inadequate control for confounders, limited representativeness of the studied population or region, and small sample sizes diminish the generalizability of the review results. Knowledge and confidence could be improved through enhanced delivery of pharmacogenomic courses within the pharmacy curriculum and continuing education programs.
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Affiliation(s)
- Amanda Wondrasek
- College of Pharmacy, Rady Faculty of Health SciencesUniversity of ManitobaWinnipegCanada
| | - Amber Fryza
- College of Pharmacy, Rady Faculty of Health SciencesUniversity of ManitobaWinnipegCanada
| | - Md. Abdul Aziz
- College of Pharmacy, Rady Faculty of Health SciencesUniversity of ManitobaWinnipegCanada
- Bangladesh Pharmacogenomics Research Network (BdPGRN)DhakaBangladesh
| | - Christine Leong
- College of Pharmacy, Rady Faculty of Health SciencesUniversity of ManitobaWinnipegCanada
- Department of Psychiatry, Max Rady College of MedicineUniversity of ManitobaWinnipegCanada
| | - Kaarina Kowalec
- College of Pharmacy, Rady Faculty of Health SciencesUniversity of ManitobaWinnipegCanada
- Department of Medical Epidemiology and BiostatisticsKarolinska InstituteStockholmSweden
| | - Abdullah Al Maruf
- College of Pharmacy, Rady Faculty of Health SciencesUniversity of ManitobaWinnipegCanada
- Bangladesh Pharmacogenomics Research Network (BdPGRN)DhakaBangladesh
- The Mathison Centre for Mental Health Research & Education, Cumming School of Medicine, Department of PsychiatryUniversity of CalgaryCalgaryCanada
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20
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Mitaly S, Wright J, El Melik R, Matey E. Pharmacists' role in supporting the return of over 10,000 preemptive pharmacogenomics results: The Mayo Clinic experience. Am J Health Syst Pharm 2023; 80:1733-1742. [PMID: 37478473 DOI: 10.1093/ajhp/zxad159] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Indexed: 07/23/2023] Open
Abstract
PURPOSE To develop a pharmacist-driven, exploratory pharmacogenomics implementation model with the goal of creating a process for pharmacists to interpret pharmacogenomics results from RIGHT 10K Study samples and provide electronic consults to providers. SUMMARY A train-the-trainer model program was initiated whereby pharmacogenomics pharmacists developed a documentation template and a quick reference guide as a standard guide to train other pharmacists. Pharmacists completed electronic consults (e-consults) reviewing pharmacogenomics results, with reference to drug-gene interactions, for patients with "semi-urgent" and "clinically actionable" results, defined as those indicating a potential for gene-drug interactions to cause major harm and those indicating a potential for an adverse drug reaction or reduced efficacy, respectively. Outcomes measured included the number of consults over time, number and role of pharmacists involved, average time to complete e-consults over time, and gene-drug pairs for semi-urgent consults per month. A total of 395 pharmacists were trained. The total number of e-consults completed was 2,843: 61 semi-urgent and 2,782 clinically actionable consults. The average time spent per consult was 24 minutes, and the average number of e-consults per pharmacist was 7. CYP2C19-clopidogrel was the most common gene-drug pair targeted in semi-urgent consults. CONCLUSION Pharmacy leaders planning to implement similar pharmacogenomics programs can utilize this data to estimate hiring needs for future pharmacogenomics implementation, while also considering the potential additional cost of developing resources.
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Affiliation(s)
- Serena Mitaly
- Department of Pharmacy, Mayo Clinic, Rochester, MN, USA
| | | | | | - Eric Matey
- Department of Pharmacy, Mayo Clinic, Rochester, MN, USA
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21
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Maruf AA, Aziz MA. The Potential Roles of Pharmacists in the Clinical Implementation of Pharmacogenomics. PHARMACY 2023; 11:180. [PMID: 37987390 PMCID: PMC10661263 DOI: 10.3390/pharmacy11060180] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 11/17/2023] [Indexed: 11/22/2023] Open
Abstract
The field of pharmacogenomics is at the forefront of a healthcare revolution, promising to usher in a new era of precision medicine [...].
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Affiliation(s)
- Abdullah Al Maruf
- College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E OT5, Canada;
- Bangladesh Pharmacogenomics Research Network (BdPGRN), Dhaka 1219, Bangladesh
- The Mathison Centre for Mental Health Research & Education, Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2N 4Z6, Canada
- Department of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Md. Abdul Aziz
- College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E OT5, Canada;
- Bangladesh Pharmacogenomics Research Network (BdPGRN), Dhaka 1219, Bangladesh
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22
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Omran S, Leong SL, Blebil A, Mohan D, Teoh SL. Effectiveness of pharmacogenomics educational interventions on healthcare professionals and health professions students: A systematic review. Res Social Adm Pharm 2023; 19:1399-1411. [PMID: 37586945 DOI: 10.1016/j.sapharm.2023.07.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Revised: 07/29/2023] [Accepted: 07/30/2023] [Indexed: 08/18/2023]
Abstract
BACKGROUND The field of pharmacogenomics is rapidly advancing, but its adoption and implementation remain slow and lacking. Lack of pharmacogenomics knowledge among healthcare professionals is the most frequently cited barrier to adopting and implementing pharmacogenomics in clinical settings. OBJECTIVES This study aimed to critically evaluate and determine the effectiveness of educational interventions in improving pharmacogenomics knowledge and practice. METHODS Four electronic databases were searched: MEDLINE, EMBASE, CENTRAL, and PsycINFO. Studies on pharmacogenomics educational interventions for health care professionals and students with pre- and post-intervention assessments and results were included. No restrictions were placed on time, language, or educational contexts. The educational outcomes measured include both objective and subjective outcomes. The pharmacogenomics competency domains used to judge educational interventions are based on the competency domains listed by the American Association of Colleges of Pharmacies (AACP). The National Heart, Lung, and Blood Institute of the National Institutes of Health was used for the quality assessment of pre-post studies with no control group and the controlled intervention studies. No meta-analysis was conducted; the data were synthesized qualitatively. The systematic review was reported in accordance with the PRISMA statement. RESULTS Fifty studies were included in this review. All included studies integrated the AACP pharmacogenomics competency domains into their educational interventions. Most of the studies had educational interventions that integrated clinical cases (n = 44; 88%). Knowledge was the most frequently evaluated outcome (n = 34; 68%) and demonstrated significant improvement after the educational intervention that integrated AACP pharmacogenomics competency domains and employed active learning with clinical case inclusion. CONCLUSION This review provided evidence of the effectiveness of educational interventions in improving pharmacogenomics knowledge and practice. Incorporating pharmacogenomics competency domains into education and training, with patient cases for healthcare professionals and students, dramatically improved their pharmacogenomics knowledge, attitudes, and confidence in practice.
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Affiliation(s)
- Safa Omran
- School of Pharmacy, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, 47500, Subang Jaya, Selangor, Malaysia.
| | - Siew Lian Leong
- School of Pharmacy, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, 47500, Subang Jaya, Selangor, Malaysia
| | - Ali Blebil
- School of Pharmacy, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, 47500, Subang Jaya, Selangor, Malaysia
| | - Devi Mohan
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, 47500, Subang Jaya, Selangor, Malaysia
| | - Siew Li Teoh
- School of Pharmacy, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, 47500, Subang Jaya, Selangor, Malaysia.
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23
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Koufaki MI, Makrygianni D, Patrinos GP, Vasileiou KZ. How Do Pharmacy Students Make Career Choices in Genomics? Gender and Other Key Determinants of Pharmacy Senior Students' Intentions to Pursue Postgraduate Training in Pharmacogenomics. OMICS : A JOURNAL OF INTEGRATIVE BIOLOGY 2023; 27:474-482. [PMID: 37861714 DOI: 10.1089/omi.2023.0153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2023]
Abstract
Pharmacists play a pivotal role in pharmacogenomic (PGx) implementation in clinical practice, and their university education is considered a strong driver in holding favorable intentions toward PGx adoption. Using a survey developed based on the Theory of Planned Behavior (TPB), this study aimed to evaluate the determinants of senior pharmacy students' intentions to pursue postgraduate training in PGx and personalized medicine (PM), and with an eye to propose interventions to inform pharmacy students' career choices in the field. Students manifested considerably favorable attitudes toward PGx clinical practice and had acquired a relatively satisfactory level of knowledge. However, they conceded of having a hardly moderate level of confidence in PGx clinical application, and claimed to be moderately satisfied with their PGx training. Interestingly, students alleged to have a relatively limited interest to pursue postgraduate training studies in PGx and PM. Gender was a key and significant demographic moderator of the students' intentions to pursue postgraduate training in PGx and PM. We found that the students' attitudes exerted a strong positive impact on intentions for future PGx training, while self-confidence and training satisfaction had a moderate positive effect, respectively. We propose a set of key interventions that include, inter alia, the update of existing pharmacy curricula and the promotion of interdisciplinary collaborations with other health professionals, to reinforce the pharmacists' role in PM and PGx implementation in clinical practice. To the best of our knowledge, this is the first study using the TPB to identify the role of certain factors such as gender, attitudes, self-confidence, and training satisfaction on the final-year pharmacy undergraduate students' intentions to pursue PGx-related postgraduate studies in the future.
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Affiliation(s)
- Margarita-Ioanna Koufaki
- Laboratory of Pharmacogenomics and Individualized Therapy, Department of Pharmacy, University of Patras School of Health Sciences, Patras, Greece
| | - Dimitra Makrygianni
- Laboratory of Pharmacogenomics and Individualized Therapy, Department of Pharmacy, University of Patras School of Health Sciences, Patras, Greece
| | - George P Patrinos
- Laboratory of Pharmacogenomics and Individualized Therapy, Department of Pharmacy, University of Patras School of Health Sciences, Patras, Greece
- Department of Genetics and Genomics, College of Medicine and Health Sciences, United Arab Emirates University, Al-Ain, United Arab Emirates
- Zayed Center for Health Sciences, United Arab Emirates University, Al-Ain, United Arab Emirates
| | - Konstantinos Z Vasileiou
- Laboratory of Pharmacogenomics and Individualized Therapy, Department of Pharmacy, University of Patras School of Health Sciences, Patras, Greece
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24
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Haga SB. The Critical Role of Pharmacists in the Clinical Delivery of Pharmacogenetics in the U.S. PHARMACY 2023; 11:144. [PMID: 37736916 PMCID: PMC10514841 DOI: 10.3390/pharmacy11050144] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 09/05/2023] [Accepted: 09/05/2023] [Indexed: 09/23/2023] Open
Abstract
Since the rebirth of pharmacogenomics (PGx) in the 1990s and 2000s, with new discoveries of genetic variation underlying adverse drug response and new analytical technologies such as sequencing and microarrays, there has been much interest in the clinical application of PGx testing. The early involvement of pharmacists in clinical studies and the establishment of organizations to support the dissemination of information about PGx variants have naturally resulted in leaders in clinical implementation. This paper presents an overview of the evolving role of pharmacists, and discusses potential challenges and future paths, primarily focused in the U.S. Pharmacists have positioned themselves as leaders in clinical PGx testing, and will prepare the next generation to utilize PGx testing in their scope of practice.
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Affiliation(s)
- Susanne B Haga
- Division of General Internal Medicine, Department of Medicine, School of Medicine, Duke University, 101 Science Drive, Durham, NC 27708, USA
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25
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Farrell CL, Goodbar N, McCaslan M, Moore H, Lee JA, Wu J, Messersmith A. Assessing the pharmacy students' knowledge of genetic counseling with genetic variants that are associated with inherited disease. CURRENTS IN PHARMACY TEACHING & LEARNING 2023; 15:754-760. [PMID: 37507313 DOI: 10.1016/j.cptl.2023.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 06/02/2023] [Accepted: 07/12/2023] [Indexed: 07/30/2023]
Abstract
BACKGROUND AND PURPOSE To assess pharmacy students' understanding of the importance of genetic counseling through a didactic lecture and active in-class learning exercise in a required pharmacogenomics course. EDUCATIONAL ACTIVITY AND SETTING During the second year, students are enrolled in a two-credit hour pharmacogenomics course which is taught by multiple faculty members from various disciplines. The pharmacy students were taught the clinical importance of genetic results and counseling patients on their individualized reports by a clinical laboratory geneticist and a clinical genetic counselor. After completion of the didactic portion of the class, students practiced genetic counseling skills through role playing with clinical cases involving genetic reports. Students' knowledge of clinical applications of pharmacogenomic data was assessed prior to and following the counseling experience. FINDINGS A paired sample t-test was chosen to analyze the data to determine if there was a difference in mean scores upon the completion of the lecture. There was a statistically significant mean difference between the total scores for the pretest (mean (M) = 37.89, SD = 6.66) and the total scores for the posttest (M = 48.33, SD = 5.24); t(140) = 17.53, P < .001, α = 0.05. The effect size for this analysis (d = 1.74) surpassed Cohen's determination for large effect (d = 0.8). SUMMARY The genetic counseling lecture and activity increased the students' overall awareness of the importance of how sensitive genetic information is reported and delivered to patients.
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Affiliation(s)
- Christopher L Farrell
- Department of Pharmaceutical and Administrative Sciences, Presbyterian College School of Pharmacy, Clinton, SC, United States.
| | - Nancy Goodbar
- Department of Pharmacy Practice, Presbyterian College School of Pharmacy, Clinton, SC, United States
| | - Mandy McCaslan
- Presbyterian College School of Pharmacy, Clinton, SC, United States
| | - Hannah Moore
- Greenwood Genetics Center, Greenwood, SC, United States
| | | | - Jun Wu
- Department of Pharmaceutical and Administrative Sciences, Presbyterian College School of Pharmacy, Clinton, SC, United States
| | - Amy Messersmith
- Department of Pharmaceutical and Administrative Sciences, Presbyterian College School of Pharmacy, Clinton, SC, United States
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Fahim SM, Alexander CSW, Qian J, Ngorsuraches S, Hohmann NS, Lloyd KB, Reagan A, Hart L, McCormick N, Westrick SC. Current published evidence on barriers and proposed strategies for genetic testing implementation in health care settings: A scoping review. J Am Pharm Assoc (2003) 2023; 63:998-1016. [PMID: 37119989 DOI: 10.1016/j.japh.2023.04.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 04/20/2023] [Accepted: 04/22/2023] [Indexed: 05/01/2023]
Abstract
BACKGROUND The slow uptake of genetic testing in routine clinical practice warrants the attention of researchers and practitioners to find effective strategies to facilitate implementation. OBJECTIVES This study aimed to identify the barriers to and strategies for pharmacogenetic testing implementation in a health care setting from published literature. METHODS A scoping review was conducted in August 2021 with an expanded literature search using Ovid MEDLINE, Web of Science, International Pharmaceutical Abstract, and Google Scholar to identify studies reporting implementation of pharmacogenetic testing in a health care setting, from a health care system's perspective. Articles were screened using DistillerSR and findings were organized using the 5 major domains of Consolidated Framework for Implementation Research (CFIR). RESULTS A total of 3536 unique articles were retrieved from the above sources, with only 253 articles retained after title and abstract screening. Upon screening the full texts, 57 articles (representing 46 unique practice sites) were found matching the inclusion criteria. We found that most reported barriers and their associated strategies to the implementation of pharmacogenetic testing surrounded 2 CFIR domains: intervention characteristics and inner settings. Factors relating to cost and reimbursement were described as major barriers in the intervention characteristics. In the same domain, another major barrier was the lack of utility studies to provide evidence for genetic testing uptake. Technical hurdles, such as integrating genetic information to medical records, were identified as an inner settings barrier. Collaborations and lessons from early implementers could be useful strategies to overcome majority of the barriers across different health care settings. Strategies proposed by the included implementation studies to overcome these barriers are summarized and can be used as guidance in future. CONCLUSION Barriers and strategies identified in this scoping review can provide implementation guidance for practice sites that are interested in implementing genetic testing.
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Stratton TP, Olson AW. Personalizing Personalized Medicine: The Confluence of Pharmacogenomics, a Person's Medication Experience and Ethics. PHARMACY 2023; 11:101. [PMID: 37368427 PMCID: PMC10304183 DOI: 10.3390/pharmacy11030101] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/31/2023] [Accepted: 06/07/2023] [Indexed: 06/28/2023] Open
Abstract
Truly personalized precision medicine combines pharmacogenomics (PGx), a person's lived medication experiences and ethics; person-centeredness lies at the confluence of these considerations. A person-centered perspective can help inform PGx-related treatment guidelines, shared decision-making for PGx-related therapeutics and PGx-related healthcare policy. This article examines the interplay between these components of person-centered PGx-related care. Ethics concepts addressed include privacy, confidentiality, autonomy, informed consent, fiduciary responsibility, respect, the burden of pharmacogenomics knowledge for both the patient and healthcare provider and the pharmacist's ethical role in PGx-testing. Incorporating the patient's lived medication experience and ethics principles into PGx-based discussions of treatment can optimize the ethical, person-centered application of PGx testing to patient care.
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Affiliation(s)
- Timothy P. Stratton
- University of Minnesota College of Pharmacy, Department of Pharmacy Practice and Pharmaceutical Sciences, Duluth, MN 55812, USA
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Prom-Wormley EC, Wells JL, Landes L, Edmondson AN, Sankoh M, Jamieson B, Delk KJ, Surya S, Bhati S, Clifford J. A scoping review of smoking cessation pharmacogenetic studies to advance future research across racial, ethnic, and ancestral populations. Front Genet 2023; 14:1103966. [PMID: 37359362 PMCID: PMC10285878 DOI: 10.3389/fgene.2023.1103966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 04/25/2023] [Indexed: 06/28/2023] Open
Abstract
Abstinence rates among smokers attempting to quit remain low despite the wide availability and accessibility of pharmacological smoking cessation treatments. In addition, the prevalence of cessation attempts and abstinence differs by individual-level social factors such as race and ethnicity. Clinical treatment of nicotine dependence also continues to be challenged by individual-level variability in effectiveness to promote abstinence. The use of tailored smoking cessation strategies that incorporate information on individual-level social and genetic factors hold promise, although additional pharmacogenomic knowledge is still needed. In particular, genetic variants associated with pharmacological responses to smoking cessation treatment have generally been conducted in populations with participants that self-identify as White race or who are determined to be of European genetic ancestry. These results may not adequately capture the variability across all smokers as a result of understudied differences in allele frequencies across genetic ancestry populations. This suggests that much of the current pharmacogenetic study results for smoking cessation may not apply to all populations. Therefore, clinical application of pharmacogenetic results may exacerbate health inequities by racial and ethnic groups. This scoping review examines the extent to which racial, ethnic, and ancestral groups that experience differences in smoking rates and smoking cessation are represented in the existing body of published pharmacogenetic studies of smoking cessation. We will summarize results by race, ethnicity, and ancestry across pharmacological treatments and study designs. We will also explore current opportunities and challenges in conducting pharmacogenomic research on smoking cessation that encourages greater participant diversity, including practical barriers to clinical utilization of pharmacological smoking cessation treatment and clinical implementation of pharmacogenetic knowledge.
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Affiliation(s)
- Elizabeth C. Prom-Wormley
- Division of Epidemiology, Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, United States
| | - Jonathan L. Wells
- Division of Epidemiology, Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, United States
| | - Lori Landes
- Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, United States
| | - Amy N. Edmondson
- Division of Epidemiology, Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, United States
| | - Mariam Sankoh
- Department of Integrative Life Sciences, Virginia Commonwealth University, Richmond, VA, United States
| | - Brendan Jamieson
- Division of Epidemiology, Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, United States
| | - Kayla J. Delk
- Division of Epidemiology, Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, United States
| | - Sanya Surya
- Division of Epidemiology, Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, United States
| | - Shambhavi Bhati
- Division of Epidemiology, Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, United States
| | - James Clifford
- Department of Public Health, Brody School of Medicine, East Carolina University, Greenville, United States
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Mills SC, Massmann A. Congruence rates for pharmacogenomic noninterruptive alerts. Pharmacogenomics 2023; 24:493-500. [PMID: 37435734 DOI: 10.2217/pgs-2023-0016] [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: 07/13/2023] Open
Abstract
Meaningful clinical decision support (CDS) recommendations are vital for implementation of pharmacogenomics (PGx) into routine clinical care. PGx CDS alerts include interruptive and noninterruptive alerts. The objective of this study was to evaluate provider ordering behavior after noninterruptive alerts are displayed. A retrospective manual chart review was conducted from the time of noninterruptive alert implementation to the time of data analysis to determine congruence with CDS recommendations. The congruence rate for noninterruptive alerts was 89.8% across all drug-gene interactions. The drug-gene interaction with the most alerts for analysis included metoclopramide (n = 138). The high rate of medication order congruence after noninterruptive alerts were deployed suggests this modality may be appropriate for PGx CDS as a method for best practice adherence.
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Affiliation(s)
- Sarah C Mills
- Sanford Imagenetics, Sanford Health, Sioux Falls, SD 57105, USA
| | - Amanda Massmann
- Sanford Imagenetics, Sanford Health, Sioux Falls, SD 57105, USA
- Department of Internal Medicine, University of South Dakota School of Medicine, Vermillion, SD 57069, USA
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Kabbani D, Akika R, Wahid A, Daly AK, Cascorbi I, Zgheib NK. Pharmacogenomics in practice: a review and implementation guide. Front Pharmacol 2023; 14:1189976. [PMID: 37274118 PMCID: PMC10233068 DOI: 10.3389/fphar.2023.1189976] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 05/03/2023] [Indexed: 06/06/2023] Open
Abstract
Considerable efforts have been exerted to implement Pharmacogenomics (PGx), the study of interindividual variations in DNA sequence related to drug response, into routine clinical practice. In this article, we first briefly describe PGx and its role in improving treatment outcomes. We then propose an approach to initiate clinical PGx in the hospital setting. One should first evaluate the available PGx evidence, review the most relevant drugs, and narrow down to the most actionable drug-gene pairs and related variant alleles. This is done based on data curated and evaluated by experts such as the pharmacogenomics knowledge implementation (PharmGKB) and the Clinical Pharmacogenetics Implementation Consortium (CPIC), as well as drug regulatory authorities such as the US Food and Drug Administration (FDA) and European Medicinal Agency (EMA). The next step is to differentiate reactive point of care from preemptive testing and decide on the genotyping strategy being a candidate or panel testing, each of which has its pros and cons, then work out the best way to interpret and report PGx test results with the option of integration into electronic health records and clinical decision support systems. After test authorization or testing requirements by the government or drug regulators, putting the plan into action involves several stakeholders, with the hospital leadership supporting the process and communicating with payers, the pharmacy and therapeutics committee leading the process in collaboration with the hospital laboratory and information technology department, and healthcare providers (HCPs) ordering the test, understanding the results, making the appropriate therapeutic decisions, and explaining them to the patient. We conclude by recommending some strategies to further advance the implementation of PGx in practice, such as the need to educate HCPs and patients, and to push for more tests' reimbursement. We also guide the reader to available PGx resources and examples of PGx implementation programs and initiatives.
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Affiliation(s)
- Danya Kabbani
- Department of Pharmacology and Toxicology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Reem Akika
- Department of Pharmacology and Toxicology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Ahmed Wahid
- Department of Pharmaceutical Biochemistry, Faculty of Pharmacy, Alexandria University, Alexandria, Egypt
| | - Ann K. Daly
- Department of Pharmacology and Toxicology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Ingolf Cascorbi
- Department of Pharmacology and Toxicology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Nathalie Khoueiry Zgheib
- Department of Pharmacology and Toxicology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
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Mir JF, Rodríguez-Caba C, Estrada-Campmany M, Fernández de Gamarra-Martínez E, Mangues MA, Bagaría G, Riera P. An Integrated Multidisciplinary Circuit Led by Hospital and Community Pharmacists to Implement Clopidogrel Pharmacogenetics in Clinical Practice. PHARMACY 2023; 11:pharmacy11020076. [PMID: 37104082 PMCID: PMC10146470 DOI: 10.3390/pharmacy11020076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 04/04/2023] [Accepted: 04/06/2023] [Indexed: 04/28/2023] Open
Abstract
The use of pharmacogenetics to optimize pharmacotherapy is growing rapidly. This study evaluates the feasibility and operability of a collaborative circuit involving hospital and community pharmacists to implement clopidogrel pharmacogenetics in Barcelona, Catalonia, Spain. We aimed to enroll patients with a clopidogrel prescription from cardiologists at the collaborating hospital. Community pharmacists collected patients' pharmacotherapeutic profiles and saliva samples, which were then sent to the hospital for CYP2C19 genotyping. Hospital pharmacists collated the obtained data with patients' clinical records. Data were analyzed jointly with a cardiologist to assess the suitability of clopidogrel. The provincial pharmacists' association coordinated the project and provided IT and logistic support. The study began in January 2020. However, it was suspended in March 2020 due to the COVID-19 pandemic. At that moment, 120 patients had been assessed, 16 of whom met the inclusion criteria and were enrolled in the study. The processing of samples obtained before the pandemic had an average delay of 13.8 ± 5.4 days. A total of 37.5% patients were intermediate metabolizers and 18.8% were ultrarapid metabolizers. No poor metabolizers were detected. Pharmacists rated their experience with a 7.3 ± 2.7 likelihood of recommending that fellow pharmacists participate. The net promoter score among participating pharmacists was +10%. Our results show that the circuit is feasible and operable for further initiatives.
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Affiliation(s)
- Joan Francesc Mir
- Professional Projects and Research Area, Col·legi de Farmacèutics de Barcelona/Barcelona Pharmacists' Association, 08009 Barcelona, Spain
- Blanquerna School of Health Sciences, Universitat Ramon Llull, 08022 Barcelona, Spain
| | - Cristina Rodríguez-Caba
- Professional Projects and Research Area, Col·legi de Farmacèutics de Barcelona/Barcelona Pharmacists' Association, 08009 Barcelona, Spain
| | - Maria Estrada-Campmany
- Professional Projects and Research Area, Col·legi de Farmacèutics de Barcelona/Barcelona Pharmacists' Association, 08009 Barcelona, Spain
| | | | - Maria Antònia Mangues
- Pharmacy Department, Institut d'Investigació Biomèdica Sant Pau (IIB-Sant Pau), Hospital de la Santa Creu i Sant Pau, 08025 Barcelona, Spain
| | - Guillermo Bagaría
- Professional Projects and Research Area, Col·legi de Farmacèutics de Barcelona/Barcelona Pharmacists' Association, 08009 Barcelona, Spain
| | - Pau Riera
- Pharmacy Department, Institut d'Investigació Biomèdica Sant Pau (IIB-Sant Pau), Hospital de la Santa Creu i Sant Pau, 08025 Barcelona, Spain
- CIBER de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
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Makrygianni D, Koufaki MI, Patrinos GP, Vasileiou KZ. Pharmacy students' attitudes and intentions of pursuing postgraduate studies and training in pharmacogenomics and personalised medicine. Hum Genomics 2023; 17:27. [PMID: 36959668 PMCID: PMC10035981 DOI: 10.1186/s40246-023-00474-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 03/15/2023] [Indexed: 03/25/2023] Open
Abstract
BACKGROUND Pharmacists' contribution to pharmacogenomics (PGx) implementation in clinical practice is vital, but a great proportion of them are not aware of PGx and its applications. This highlights the university education's crucial role to prepare pharmacists to face future challenges in such a constantly evolving and demanding environment. OBJECTIVES Our study aims to examine pharmacy students' training satisfaction, knowledge, self-confidence and attitudes towards PGx on their intentions for postgraduate training in PGx and personalised medicine (PM). METHODS An initial model on students' intention to pursue postgraduate training in PGx and PM and its predicting factors, based on the Theory of Planned Behaviour (TPB), was proposed. Based on it, a questionnaire was developed and distributed to 346 pharmacy students of all study years, capturing the selected factors influencing students' intentions to postgraduate training in PGx and PM, as well as their demographics. Structural equation modelling (SEM) analysis was employed to determine the effects of both the examined factors and demographics on students' intentions. RESULTS Students did not consider themselves adequately prepared for using PGx in clinical practice. Their attitudes towards PGx implementation were the most important factor influencing their intentions to pursue postgraduate training in PGx and PM. Other factors such as self-confidence and training satisfaction also affected students' intentions, but to a lower extent. Students of the last two study years (40% of the whole sample) and male (36%) students stated to be less willing to pursue PGx-related studies in the future. Only 10% of the participants claimed to have undergone a recent PGx or genetic test, but this did not affect their intentions. CONCLUSION There is an important gap in pharmacy school curriculum regarding PGx and PM training which coupled with the slow rate of PGx and PM implementation into clinical practice seems to restrain students' aspiration to further expand their knowledge and horizons in terms of PGx and PM.
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Affiliation(s)
- Dimitra Makrygianni
- Laboratory of Pharmacogenomics and Individualized Therapy, Department of Pharmacy, University of Patras School of Health Sciences, University Campus, 26504, Patras, Greece
| | - Margarita-Ioanna Koufaki
- Laboratory of Pharmacogenomics and Individualized Therapy, Department of Pharmacy, University of Patras School of Health Sciences, University Campus, 26504, Patras, Greece
| | - George P Patrinos
- Laboratory of Pharmacogenomics and Individualized Therapy, Department of Pharmacy, University of Patras School of Health Sciences, University Campus, 26504, Patras, Greece
- Department of Genetics and Genomics, College of Medicine and Health Sciences, United Arab Emirates University, Al-Ain, Abu Dhabi, United Arab Emirates
- Zayed Center for Health Sciences, United Arab Emirates University, Al-Ain, Abu Dhabi, United Arab Emirates
| | - Konstantinos Z Vasileiou
- Laboratory of Pharmacogenomics and Individualized Therapy, Department of Pharmacy, University of Patras School of Health Sciences, University Campus, 26504, Patras, Greece.
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Aref HAT, Makowsky MJ, Kung JY, Guirguis LM. Mapping the implementation of pharmacogenomic testing in community pharmacies 2003-2021 using the Theoretical Domains Framework: A scoping review. J Am Pharm Assoc (2003) 2023; 63:459-476.e6. [PMID: 36371398 DOI: 10.1016/j.japh.2022.09.019] [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: 06/17/2022] [Revised: 09/19/2022] [Accepted: 09/23/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Pharmacogenetic (PGx) testing is an evidence-based approach to finding effective medication therapies. While community pharmacists are ideally situated to provide PGx testing, the extent of its implementation is limited within community pharmacies. OBJECTIVE This study aimed to explore trends in the international peer-reviewed primary literature on community pharmacists' implementation of PGx and map the main findings on the Theoretical Domains Framework (TDF). METHODS A literature search and 2-step screening were conducted per PRISMA Extension for Scoping Reviews. Inclusion criteria were English language, community pharmacy setting, full papers, and empirical research. Data were collated in a data extraction form. The main findings were deductively mapped on the TDF with a content analysis approach. RESULTS Of 1176 identified documents screened, 39 were included in this scoping review. Four groups of research were identified: pre-implementation surveys (interviews, and focus groups [56%, n = 22]); PGx implementation (single cohort to assess feasibility [38%, n = 15]); PGx implementation (controlled study to assess feasibility [n = 1, 2.5%]); and efficacy of PGx (2.5%, n = 1). Most studies throughout the 4 groups sought pharmacists' perceptions (46%, n = 18) and used the quantitative paradigm (77%, n = 30). TDF mapping documented positive beliefs about the benefits of PGx testing as a part of the pharmacists' role. Barriers to PGx use included pharmacists' awareness of knowledge gaps, low confidence in interpreting and communicating PGx results, concerns about cost, privacy, and integration into pharmacy workflow. CONCLUSION Research addressing PGx implementation within the community pharmacy evolved from assessing individuals' perceptions of PGx to determining the feasibility of PGx testing in pharmacies and evaluating the impact of PGx testing on patient outcomes in depression. Mapping the main findings on the TDF facilitates the development of multidimensional interventions, potentially targeting patients, pharmacists, and health policy.
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Levy R. Pharmacy Forecast Australia 2022
: key findings. JOURNAL OF PHARMACY PRACTICE AND RESEARCH 2023. [DOI: 10.1002/jppr.1849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- Russell Levy
- Pharmacy Forecast Advisory Committee The Society of Hospital Pharmacists of Australia Collingwood Australia
- Director of Pharmacy Royal Prince Alfred Hospital Camperdown Australia
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Jia T, Wu C, Hu X, Li S, Zhang X, Cai Y, Chen J, Shi L, Lu CY, Nie X. Physicians' Knowledge, Attitude, and Experience of Pharmacogenomic Testing in China. J Pers Med 2022; 12:jpm12122021. [PMID: 36556242 PMCID: PMC9783535 DOI: 10.3390/jpm12122021] [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: 10/01/2022] [Revised: 12/01/2022] [Accepted: 12/05/2022] [Indexed: 12/13/2022] Open
Abstract
(1) Background: As prescribers, physicians play a decisive role in applying and promoting pharmacogenomic (PGx) testing in clinical practices. So far, little is known about physicians' perspectives on PGx testing in China. The aim of this study was to assess physicians' knowledge of, attitude towards, and experience of PGx testing in China. (2) Methods: A 39-question online survey was developed. Participants were physicians recruited through two platforms, MEDLINKER and "Dazhuanjia". (3) Results: A total of 450 respondents completed the survey and 366 questionnaires were eligible for analysis based on the inclusion criteria. Among all included physicians, 275 (75.1%) had heard of PGx testing before. More than half rated their knowledge of PGx testing as "Fair" (61.5%) while 20.0% chose "Excellent" or "Good" and 18.6% chose "Poor" or "Terrible". "Guidelines, consensus, and treatment paths for disease diagnosis and treatment" (72.7%) were the most preferred sources of information about PGx testing. Respondents were confident in their personal capacity to conduct PGx, with an average score of 3.30 ± 0.09 (out of 5.00). Most respondents (75.6%) believed that PGx could "help to improve efficacy and reduce the incidence of adverse reactions". Targeted cancer therapy (score 78.95 ± 1.26 out of 100) was considered the field where PGx testing had its highest value. Lack of professionals and knowledge (n = 186, 67.6%), high costs of testing (n = 170, 61.8%), and lack of hospitals to offer PGx testing (n = 166, 60.4%) were identified as the primary obstacles to increasing the uptake of PGx testing in China. Academic conference (n = 213, 72.4%) was considered the most efficient way for physicians to obtain information about PGx testing. (4) Conclusions: Physicians in China have poor knowledge about PGx testing; nonetheless, they generally had confidence in their capacity to order PGx testing and positive attitudes towards the use of PGx testing in routine clinical practices. Future efforts to promote the uptake of PGx testing should focus on foundational education and practical training.
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Affiliation(s)
- Tong Jia
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Caiying Wu
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Xiaowen Hu
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Sicong Li
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Xinyi Zhang
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Yuchun Cai
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Jing Chen
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
- International Research Center for Medicinal Administration, Peking University, Beijing 100191, China
| | - Luwen Shi
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
- International Research Center for Medicinal Administration, Peking University, Beijing 100191, China
| | - Christine Y. Lu
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA 02215, USA
| | - Xiaoyan Nie
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
- International Research Center for Medicinal Administration, Peking University, Beijing 100191, China
- Correspondence: ; Tel.: +86-10-8280-5880
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Wen YF, Jacobson PA, Oetting WS, Pereira C, Brown JT. Knowledge and attitudes of incoming pharmacy students toward pharmacogenomics and survey reliability. Pharmacogenomics 2022; 23:873-885. [DOI: 10.2217/pgs-2022-0094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Aims: To assess knowledge and attitudes toward pharmacogenomics (PGx) of incoming doctoral pharmacy students, to evaluate the internal structure and reliability of the PGx survey and to identify variables associated with the different responses. Methods: A PGx survey based on the core pharmacist competencies in PGx was created. Results: Of 83.2% analyzable responses, 91% believed PGx is a useful tool and relevant to future practice but over 70% stated they lack confidence in clinical PGx knowledge. This 38-item PGx survey included three factors showing high reliability. Prior genetic/PGx testing and unsatisfactory medication experiences were associated with a more positive attitude toward PGx. Conclusion: The majority of students have positive attitudes toward PGx, but lack knowledge in genetic concepts and clinical PGx.
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Affiliation(s)
- Ya-Feng Wen
- Department of Experimental & Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA
| | - Pamala A Jacobson
- Department of Experimental & Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA
| | - William S Oetting
- Department of Experimental & Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA
| | - Chrystian Pereira
- Department of Pharmaceutical Care & Health Systems, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA
| | - Jacob T Brown
- Department of Pharmacy Practice & Pharmaceutical Sciences, College of Pharmacy, University of Minnesota, Duluth, MN 55812, USA
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Advances in Pharmacy Practice: A Look towards the Future. PHARMACY 2022; 10:pharmacy10050125. [PMID: 36287446 PMCID: PMC9608826 DOI: 10.3390/pharmacy10050125] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 09/21/2022] [Accepted: 09/21/2022] [Indexed: 11/07/2022] Open
Abstract
This review looks at the factors that may influence practice in the future. Transformation could occur at 3 levels. Firstly, the traditional profession of the pharmacist as a dispenser of medicines is expanding. Secondly, the pharmacist’s activities are progressing into new healthcare fields. Thirdly, other changes are stimulated by global developments. This review may be helpful for pharmacy and healthcare leaders looking at the future configuration and aims of their pharmacy services.
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Haidar CE, Crews KR, Hoffman JM, Relling MV, Caudle KE. Advancing Pharmacogenomics from Single-Gene to Preemptive Testing. Annu Rev Genomics Hum Genet 2022; 23:449-473. [PMID: 35537468 PMCID: PMC9483991 DOI: 10.1146/annurev-genom-111621-102737] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Pharmacogenomic testing can be an effective tool to enhance medication safety and efficacy. Pharmacogenomically actionable medications are widely used, and approximately 90-95% of individuals have an actionable genotype for at least one pharmacogene. For pharmacogenomic testing to have the greatest impact on medication safety and clinical care, genetic information should be made available at the time of prescribing (preemptive testing). However, the use of preemptive pharmacogenomic testing is associated with some logistical concerns, such as consistent reimbursement, processes for reporting preemptive results over an individual's lifetime, and result portability. Lessons can be learned from institutions that have implemented preemptive pharmacogenomic testing. In this review, we discuss the rationale and best practices for implementing pharmacogenomics preemptively.
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Affiliation(s)
- Cyrine E Haidar
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA; , , , ,
| | - Kristine R Crews
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA; , , , ,
| | - James M Hoffman
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA; , , , ,
- Office of Quality and Safety, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Mary V Relling
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA; , , , ,
| | - Kelly E Caudle
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA; , , , ,
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Nie X, Jia T, Hu X, Li S, Zhang X, Wu C, Zhang Y, Chen J, Shi L, Lu CY. Clinical Pharmacists' Knowledge of and Attitudes toward Pharmacogenomic Testing in China. J Pers Med 2022; 12:1348. [PMID: 36013297 PMCID: PMC9410027 DOI: 10.3390/jpm12081348] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 08/09/2022] [Accepted: 08/18/2022] [Indexed: 11/22/2022] Open
Abstract
(1) Background: Uptake of pharmacogenomic testing in routine clinical practices is currently slow in China. Pharmacists might play an important role in leveraging care through applying pharmacogenomics, therefore, it is important to better understand clinical pharmacists' knowledge of and attitudes toward pharmacogenomic testing, which has not been well-studied. (2) Methods: A self-administered survey was developed based on previous knowledge of pharmacogenomic testing and its uptake in China. Participants were recruited through the Committee of Pharmaceutical Affairs Management under the Chinese Hospital Association. (3) Results: A total of 1005 clinical pharmacists completed the questionnaire, among whom 996 (99.10%) had heard of pharmacogenomic testing before participation. More than half of respondents (60.0%, n = 597) rated their knowledge of pharmacogenomic testing as "average", while 25% rated it "good" or "excellent". "Guidelines, consensus and treatment paths for disease diagnosis and treatment" (78.7%) were the most preferred sources of information about pharmacogenomic testing. Most respondents (77.0%) believed that pharmacogenomics could "help to improve efficacy and reduce the incidence of adverse reactions". Our participants also believed that patients would benefit most from pharmacogenomic testing through better prediction of individual drug responses and thus informed treatment decisions. The top challenge for the uptake of pharmacogenomic testing was its high cost or lack of insurance coverage (76.7%). (4) Conclusions: Most Chinese clinical pharmacists who participated in our study had a positive attitude toward pharmacogenomic testing, while the knowledge of pharmacogenomic testing was generally self-assessed as average.
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Affiliation(s)
- Xiaoyan Nie
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
- International Research Center for Medicinal Administration, Peking University, Beijing 100191, China
| | - Tong Jia
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Xiaowen Hu
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Sicong Li
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Xinyi Zhang
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Caiying Wu
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Yuqing Zhang
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Jing Chen
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
- International Research Center for Medicinal Administration, Peking University, Beijing 100191, China
| | - Luwen Shi
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
- International Research Center for Medicinal Administration, Peking University, Beijing 100191, China
| | - Christine Y. Lu
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA 02215, USA
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Pop C, Cristina A, Iaru I, Popa SL, Mogoșan C. Nation-Wide Survey Assessing the Knowledge and Attitudes of Romanian Pharmacists Concerning Pharmacogenetics. Front Pharmacol 2022; 13:952562. [PMID: 35847030 PMCID: PMC9284104 DOI: 10.3389/fphar.2022.952562] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 06/16/2022] [Indexed: 01/13/2023] Open
Abstract
Background: Pharmacogenetics (PGx) is an important component of personalized medicine that has the potential to improve medicines' effectiveness and safety. However, despite progress in technology and availability, PGx testing application into patient-care in Eastern Europe countries, has been slow. Objectives: Our aim was to describe knowledge and attitudes of Romanian pharmacists concerning PGx, and identify potential factors limiting PGx implementation. Method: An anonymous, web-based questionnaire was distributed to Romanian pharmacists registered in the National Pharmacists' Association (NPA) via an official e-mail sent by NPA representatives. Results: A total of 1,058 pharmacists completed the questionnaires, resulting in a response rate of 7.6%. Pharmacists were predominantly female (90.1%), younger than 49 years (87.5%) and mostly worked in community pharmacies (80.2%). Most pharmacists (64.8%) had a knowledge score between 30 and 49 points out of 60, and (75.4%) had attitude scores between 9 and 7 out of 10. Attitude and knowledge scores positively correlated. Conclusion: Despite performing fairly well on general questions regarding PGx, Romanian pharmacists may lack in-depth knowledge, which can affect their readiness to discuss PGx information with patients or other healthcare professionals. High pricing was considered an important impediment in PGx implementation.
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Affiliation(s)
- Cristina Pop
- Department of Pharmacology, Physiology and Pathophysiology, Faculty of Pharmacy, Iuliu Hațieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Anamaria Cristina
- Department of Pharmacology, Physiology and Pathophysiology, Faculty of Pharmacy, Iuliu Hațieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Irina Iaru
- Department of Pharmacology, Physiology and Pathophysiology, Faculty of Pharmacy, Iuliu Hațieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Stefan L. Popa
- 2nd Medical Department, Iuliu Hațieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Cristina Mogoșan
- Department of Pharmacology, Physiology and Pathophysiology, Faculty of Pharmacy, Iuliu Hațieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
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Gammal RS, Fieg E. Pharmacist and genetic counselor collaboration in pharmacogenomics. Am J Health Syst Pharm 2022; 79:1516-1520. [PMID: 35732271 DOI: 10.1093/ajhp/zxac168] [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] [Indexed: 11/13/2022] Open
Abstract
In an effort to expedite the publication of articles related to the COVID-19 pandemic, AJHP is posting these manuscripts online as soon as possible after acceptance. Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time.
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Affiliation(s)
- Roseann S Gammal
- Massachusetts College of Pharmacy and Health Sciences Boston, MA, USA
| | - Elizabeth Fieg
- Genetics & Genomic Medicine Service Brigham and Women's Hospital Boston, MA, USA
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Martin JL, Lee YM, Corbin LW, Colson R, Aquilante CL. Patients' perspectives of a pharmacist-provided clinical pharmacogenomics service. Pharmacogenomics 2022; 23:463-474. [PMID: 35469451 DOI: 10.2217/pgs-2022-0013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Aim: To assess the perspectives and experiences of patients who participated in a pharmacist-provided clinical pharmacogenomics (PGx) service. Methods: We conducted individual semistructured interviews with 16 patients who received a pharmacist-provided PGx service. Qualitative data were analyzed to identify pertinent themes. Results: The major themes identified were: heterogeneity of patient PGx experiences and preferences, pharmacists as appropriate providers of PGx services, considerations regarding the use of PGx results in routine healthcare, and perceived applications of PGx testing. Theme-derived considerations included the need to establish appropriate pre-genotyping expectations, individualize patient education, facilitate collaboration with patients' providers and sustainably update patients' PGx information over time. Conclusion: Patient-specific perspectives such as these are important to consider when providing clinical PGx services, with intention of optimizing patient experiences.
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Affiliation(s)
- James L Martin
- Department of Pharmaceutical Sciences, University of Colorado, Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Yee Ming Lee
- Department of Clinical Pharmacy, University of Colorado, Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
| | - Lisa W Corbin
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Ronald Colson
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Christina L Aquilante
- Department of Pharmaceutical Sciences, University of Colorado, Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora, CO 80045, USA
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Real-World Impact of a Pharmacogenomics-Enriched Comprehensive Medication Management Program. J Pers Med 2022; 12:jpm12030421. [PMID: 35330421 PMCID: PMC8949247 DOI: 10.3390/jpm12030421] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 02/23/2022] [Accepted: 03/07/2022] [Indexed: 02/04/2023] Open
Abstract
The availability of clinical decision support systems (CDSS) and other methods for personalizing medicine now allows evaluation of their real-world impact on healthcare delivery. For example, addressing issues associated with polypharmacy in older patients using pharmacogenomics (PGx) and comprehensive medication management (CMM) is thought to hold great promise for meaningful improvements across the goals of the Quadruple Aim. However, few studies testing these tools at scale, using relevant system-wide metrics, and under real-world conditions, have been published to date. Here, we document a reduction of ~$7000 per patient in direct medical charges (a total of $37 million over 5288 enrollees compared to 22,357 non-enrolled) in Medicare Advantage patients (≥65 years) receiving benefits through a state retirement system over the first 32 months of a voluntary PGx-enriched CMM program. We also observe a positive shift in healthcare resource utilization (HRU) away from acute care services and toward more sustainable and cost-effective primary care options. Together with improvements in medication risk assessment, patient/provider communication via pharmacist-mediated medication action plans (MAP), and the sustained positive trends in HRU, we suggest these results validate the use of a CDSS to unify PGx and CMM to optimize care for this and similar patient populations.
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44
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Smith DM, Stevenson JM, Ho TT, Formea CM, Gammal RS, Cavallari LH. Pharmacogenetics: A Precision Medicine Approach to Combatting the Opioid Epidemic. JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 2022; 5:239-250. [PMID: 35784584 PMCID: PMC9248444 DOI: 10.1002/jac5.1582] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Ineffective pain control is the most commonly cited reason for misuse of prescription opioids and is influenced by genetics. In particular, the gene encoding the CYP2D6 enzyme, which metabolizes some of the most commonly prescribed opioids (e.g., tramadol, hydrocodone) to their more potent forms, is highly polymorphic and can lead to reduced concentrations of the active metabolites and decreased opioid effectiveness. Consideration of the CYP2D6 genotype may allow for predicting opioid response and identifying patients who are likely to respond well to lower potency opioids as well as those who may derive greater pain relief from non-opioid analgesics versus certain opioids. There is emerging evidence that a CYP2D6-guided approach to pain management improves pain control and reduces opioid consumption and thus may be a promising means for combating opioid misuse. Clinical practice guidelines are available for select opioids and other analgesics to support medication and dose selection based on pharmacogenetic data. This article describes the evidence supporting genotype-guided pain management as a means of improving pain control and reducing opioid misuse and clinical recommendations for genotype-guided analgesic prescribing. In addition, a "how to" guide using patient case examples is provided to demystify the process for implementing pharmacogenetics-guided pain management in order to optimize analgesia and minimize adverse effects. Optimizing pain management through genotype-guided approaches may ultimately provide safer and more effective therapy for pain control while decreasing the risk for opioid misuse.
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Affiliation(s)
- D. Max Smith
- MedStar Health, Columbia, Maryland, USA.,Department of Oncology, Georgetown University Medical Center, Washington, DC, USA
| | - James M. Stevenson
- Division of Clinical Pharmacology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Teresa T. Ho
- Department of Pharmacotherapeutics and Clinical Research, University of South Florida, Tampa, Florida, USA
| | - Christine M. Formea
- Department of Pharmacy and Intermountain Precision Genomics, Intermountain Healthcare, Salt Lake City, Utah, USA
| | - Roseann S. Gammal
- Department of Pharmacy Practice, Massachusetts College of Pharmacy and Health Sciences, Boston, Massachusetts, USA
| | - Larisa H. Cavallari
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, Florida, USA.,Center for Pharmacogenomics and Precision Medicine, University of Florida, Gainesville, Florida, USA
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45
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Lee AJ, Hui AC, Walker AD, Peshkin BN, Swain SM, Smith DM. Evaluation of a longitudinal pharmacogenomics education on pharmacist knowledge in a multicampus healthcare system. Pharmacogenomics 2022; 23:173-182. [PMID: 35042388 DOI: 10.2217/pgs-2021-0129] [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] [Indexed: 12/22/2022] Open
Abstract
Aim: To evaluate the effect of pharmacogenomics (PGx) education for pharmacists. Materials & Methods: Three-part weekly webinar series occurred in 2021. Pharmacists were assessed on their PGx knowledge at baseline and after each webinar. The primary end point was a change in the percent of correct responses between the baseline and week 1 assessment. Secondary end points included change in knowledge at weeks 4-8 and change in self-efficacy. Results: In total, 19 of 58 participants were eligible for the primary analysis, which showed an average improvement of 37% (p < 0.0001). Knowledge remained consistent between week 1 and weeks 4-8. Average self-efficacy increased (p < 0.0001) and was maintained at weeks 4-8. Conclusion: The PGx webinar series resulted in a lasting improvement in PGx knowledge and self-efficacy.
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Affiliation(s)
- Andrew J Lee
- Department of Pharmacy, MedStar Union Memorial Hospital, Baltimore, MD 21218, USA
| | - Adrian C Hui
- Department of Pharmacy, MedStar Union Memorial Hospital, Baltimore, MD 21218, USA
| | | | - Beth N Peshkin
- Georgetown University Medical Center, Washington, DC 20057, USA
| | - Sandra M Swain
- MedStar Health, Columbia, MD 21044, USA.,Georgetown University Medical Center, Washington, DC 20057, USA
| | - D Max Smith
- MedStar Health, Columbia, MD 21044, USA.,Georgetown University Medical Center, Washington, DC 20057, USA
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