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Ghazal H, Tahar A, Mason T. Are Community Pharmacists Ready to Deliver Pharmacogenomics Testing Services? PHARMACY 2023; 11:170. [PMID: 37987380 PMCID: PMC10661254 DOI: 10.3390/pharmacy11060170] [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: 09/17/2023] [Revised: 10/18/2023] [Accepted: 10/24/2023] [Indexed: 11/22/2023] Open
Abstract
This study assesses the readiness and willingness of community pharmacists in England to deliver the pharmacogenomic (PG) testing service. A survey covering demographics and four key themes including awareness and training, general views and experience, barriers, willingness, and confidence was distributed to community pharmacies in the boroughs of Croydon and Sutton in South London. A total of 51 pharmacists responded to the survey. The study revealed that most respondents had a limited familiarity or understanding of pharmacogenomics (n = 32, 63%). Moreover, on average, around 60% of participants were unable to accurately identify drugs that currently have or could have potentials for PG testing. They indicated that their pharmacogenomic education and training is inadequate, with only 2/51 pharmacists reported receiving relevant training. Time constraints, shortage of staff and lack of knowledge were identified as barriers that could hinder the implementation of PG. Over 60% of respondents expressed willingness to provide PG testing service after receiving adequate training. The study found that currently not all community pharmacists are prepared to provide PG testing services, with newly qualified pharmacists appearing to have an upper hand when it comes to understanding the subject. Therefore, consistent, and uniform training is required to allow community pharmacists with all years of experience to equally contribute to the implementation of PG testing.
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Affiliation(s)
- Heba Ghazal
- School of Life Sciences, Pharmacy and Chemistry, Kingston University London, Kingston Upon Thames, London KT1 2EE, UK
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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: 3.0] [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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Alrabiah Z, Syed W, Babelghaith SD, Al Arifi MN. Clinical Knowledge, Attitude, and Perceptions of Community Pharmacists Towards Pharmacogenomics - A Cross-Sectional Study from Saudi Arabia. Pharmgenomics Pers Med 2023; 16:433-441. [PMID: 37187880 PMCID: PMC10179052 DOI: 10.2147/pgpm.s403655] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 04/24/2023] [Indexed: 05/17/2023] Open
Abstract
Background and Aims It is crucial to provide healthcare personnel with the necessary knowledge and understanding of genetic testing and pharmacogenomics. The purpose of this study is to assess the knowledge, attitudes, views, and considerations of Community pharmacists (CPs) about pharmacogenomics and genetics. Methods and Materials A cross-sectional web-based study was conducted among practicing pharmacists Between January and February of 2022. Participants were recruited through a convenient sampling technique. A total of 23 item questionnaires were used to assess the Knowledge Attitudes, Views, and Considerations toward Pharmacogenomics among pharmacists. Results The mean age of the CPs were 28.45±7.29(Std). Among the CPs, 38.4% (98 of 255) of them were correctly identified human chromosomes, and the majority of them 73.3% knew that adverse reactions can be caused by genetic changes in the human body. A total of 194 CPs agreed that certain drugs can be affected by genetic changes in the patient. In this study, one-third (33%) of the CPs were found to have good knowledge, while most (66.3%) of the CPs were found poor knowledge of pharmacogenomics and genetics. Furthermore, the knowledge score is significantly different concerning the qualification of the CPs (p=0.0001). Conclusion The current findings, demonstrated a majority of the CPs found a lack of knowledge and understanding regarding pharmacogenomics and its perspectives, there is a need to increase awareness among CPs to reduce the knowledge gap of pharmacogenomics and genetics.
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Affiliation(s)
- Ziyad Alrabiah
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, 11451, Saudi Arabia
| | - Wajid Syed
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, 11451, Saudi Arabia
- Correspondence: Wajid Syed, Email
| | - Salmeen D Babelghaith
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, 11451, Saudi Arabia
| | - Mohamed N Al Arifi
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, 11451, Saudi Arabia
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Naimat F, Fahrni ML, Purushothaman S, Abdul Ghani MN, Chumnumwat S, Babar ZUD. Community pharmacists’ perceived value on precision medicine, desired training components, and exposure during pharmacy education: Malaysia’s experience. Front Pharmacol 2022; 13:978141. [PMID: 36238562 PMCID: PMC9552318 DOI: 10.3389/fphar.2022.978141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Accepted: 08/15/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Precision medicine beckons new horizons for therapy geared to one’s genetics, lifestyle, and environmental determinants. Molecular, pathology, and clinical diagnostics can be integrated to provide pharmaceutical care.Aims: The value and appeal of precision medicine to community pharmacists, knowledge attained, and training programmes perceived as necessary were evaluated.Methods: Over 10 months, a published questionnaire, which was also digitally accessible during the COVID-19 outbreak, was distributed by hand, via email and social media. 300 community pharmacists across 9 districts in an urban state in Malaysia, self-administered and returned completed versions (response rate 75%). Three- or five-point Likert scale and multiple-choice responses were analysed using SPSS to assess whether or not exposure through the pharmacy curricula impacted current knowledge, perception and willingness to pursue precision medicine.Results: Respondents were largely: females (N = 196, 65.3%) and practicing for up to 10 years (N = 190, 66.3%). Although knowledge levels were moderate (76%), positive perceptions were showcased (94%), and 80% were willing to integrate precision medicine into their daily practice. Although 61% did not or do not recall having had prior exposure to pharmacogenomics as part of their pharmacy school curricula, many (93%) were willing to attain knowledge by undergoing additional training. Desired training included current pharmacogenetic testing available (17%), interpretation of the test results (15%), and ethical considerations (13%). Community pharmacists who had 0.5–10 years’ work experience possessed greater knowledge (μ = 1.48, CI 1.35–1.61, p = 0.017), than the pharmacists who had 21–40 years of work experience (μ = 1.28, CI 1.05–1.51, p = 0.021). Exposure to the subject during pharmacy education positively impacted the willingness to integrate precision medicine in daily practice (p = 0.035).Conclusion: Community pharmacists were receptive to and valued precision medicine. A relatively high number had prior exposure to concepts of precision medicine through the pharmacy curriculum, and were therefore willing to adopt the practice in their day-to-day provision of healthcare. With adequate training centred on bioethics, utilising pharmacogenetic testing, and interpretation of the results, community pharmacists will be equipped for the provision of precision medicine services in the foreseeable future.
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Affiliation(s)
- Faiza Naimat
- Faculty of Pharmacy, Universiti Teknologi MARA (UiTM), Puncak Alam, Selangor, Malaysia
- School of Pharmacy, Management and Science University, Shah Alam, Malaysia
| | - Mathumalar Loganathan Fahrni
- Faculty of Pharmacy, Universiti Teknologi MARA (UiTM), Puncak Alam, Selangor, Malaysia
- Collaborative Drug Discovery Research (CDDR) Group, Communities of Research (Pharmaceutical and Life Sciences), Universiti Teknologi MARA (UiTM), Puncak Alam, Selangor, Malaysia
- *Correspondence: Mathumalar Loganathan Fahrni,
| | - Shankar Purushothaman
- School of Pharmacy, Management and Science University, Shah Alam, Malaysia
- Department of Pharmacy, Hospital Shah Alam, Shah Alam, Selangor, Malaysia
| | | | - Supatat Chumnumwat
- Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
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Hutchcraft ML, Zhang S, Lin N, Gottschalk GL, Keck JW, Belcher EA, Sears C, Wang C, Liu K, Dietz LE, Pickarski JC, Wei S, Cardarelli R, DiPaola RS, Kolesar JM. Real-World Evaluation of a Population Germline Genetic Screening Initiative for Family Medicine Patients. J Pers Med 2022; 12:1297. [PMID: 36013246 PMCID: PMC9410316 DOI: 10.3390/jpm12081297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Revised: 08/04/2022] [Accepted: 08/05/2022] [Indexed: 11/30/2022] Open
Abstract
Hereditary factors contribute to disease development and drug pharmacokinetics. The risk of hereditary disease development can be attenuated or eliminated by early screening or risk reducing interventions. The purpose of this study was to assess the clinical utility of germline medical exome sequencing in patients recruited from a family medicine clinic and compare the mutation frequency of hereditary predisposition genes to established general population frequencies. At the University of Kentucky, 205 family medicine patients underwent sequencing in a Clinical Laboratory Improvement Amendments of 1988-compliant laboratory to identify clinically actionable genomic findings. The study identified pathogenic or likely pathogenic genetic variants-classified according to the American College of Medical Genetics and Genomics variant classification guidelines-and actionable pharmacogenomic variants, as defined by the Clinical Pharmacogenetics Implementation Consortium. Test results for patients with pharmacogenomic variants and pathogenic or likely pathogenic variants were returned to the participant and enrolling physician. Hereditary disease predisposition gene mutations in APOB, BRCA2, MUTYH, CACNA1S, DSC2, KCNQ1, LDLR, SCN5A, or SDHB were identified in 6.3% (13/205) of the patients. Nine of 13 (69.2%) underwent subsequent clinical interventions. Pharmacogenomic variants were identified in 76.1% (156/205) of patients and included 4.9% (10/205) who were prescribed a medication that had pharmacogenomic implications. Family physicians changed medications for 1.5% (3/205) of patients to prevent toxicity. In this pilot study, we found that with systemic support, germline genetic screening initiatives were feasible and clinically beneficial in a primary care setting.
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Affiliation(s)
- Megan Leigh Hutchcraft
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Kentucky Markey Cancer Center, Lexington, KY 40536, USA
| | - Shulin Zhang
- Department of Pathology and Laboratory Medicine, University of Kentucky Chandler Medical Center, Lexington, KY 40536, USA
| | - Nan Lin
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, KY 40506, USA
| | - Ginny Lee Gottschalk
- Department of Family and Community Medicine, University of Kentucky Chandler Medical Center, Lexington, KY 40536, USA
| | - James W. Keck
- Department of Family and Community Medicine, University of Kentucky Chandler Medical Center, Lexington, KY 40536, USA
| | - Elizabeth A. Belcher
- Department of Clinical Research, University of Kentucky Markey Cancer Center, Lexington, KY 40536, USA
| | - Catherine Sears
- Department of Pathology and Laboratory Medicine, University of Kentucky Chandler Medical Center, Lexington, KY 40536, USA
| | - Chi Wang
- Shared Resource Facility, University of Kentucky Markey Cancer Center, Lexington, KY 40536, USA
- Division of Cancer Biostatistics, Department of Internal Medicine, University of Kentucky College of Medicine, Lexington, KY 40506, USA
| | - Kun Liu
- Dr. Bing Zhang Department of Statistics, University of Kentucky, Lexington, KY 40536, USA
| | - Lauren E. Dietz
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, KY 40506, USA
| | | | - Sainan Wei
- Department of Pathology and Laboratory Medicine, University of Kentucky Chandler Medical Center, Lexington, KY 40536, USA
| | - Roberto Cardarelli
- Department of Family and Community Medicine, University of Kentucky Chandler Medical Center, Lexington, KY 40536, USA
| | - Robert S. DiPaola
- University of Kentucky Markey Cancer Center, Lexington, KY 40536, USA
| | - Jill M. Kolesar
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Kentucky Markey Cancer Center, Lexington, KY 40536, USA
- Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, KY 40506, USA
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Abubakar U, Subramaniam L, Ayinla A, Ambali MN, Mohamed Noor DA, Daud NAA, Isah HK, Al-Shami HA. Knowledge, attitude and perception of community pharmacists towards pharmacogenomics services in northern Nigeria: a cross-sectional study. J Pharm Policy Pract 2022; 15:39. [PMID: 35614463 PMCID: PMC9134695 DOI: 10.1186/s40545-022-00435-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 05/12/2022] [Indexed: 11/10/2022] Open
Abstract
Objectives To evaluate knowledge, attitude and perception of community pharmacists towards pharmacogenomics services.
Methods A cross-sectional study was conducted among community pharmacists in two cities in Northern Nigeria using a self-administered, validated and pre-tested questionnaire. The data were collected from December 2021 to February 2022 and were analysed using both descriptive and inferential analyses. Results A total of 161 completed questionnaires were included in this study (response rate was 61.9%). Most of the respondents were males (59.0%). Only 25.5% had previous pharmacogenomics training but 90.1% indicated an interest in attending pharmacogenomics training in the future. Overall, respondents had moderate knowledge of pharmacogenomics with higher knowledge score found among those who had previous pharmacogenomics training (11.9 ± 1.7 vs 10.5 ± 2.4; p = 0.001), and those with postgraduate qualification (11.7 ± 1.9 vs 10.7 ± 2.3; p = 0.028). The mean attitude score was 6.8 ± 2.0 out of 10.0 indicating a good attitude towards pharmacogenomics services. Those with previous training (8.1 ± 1.7 vs 6.2 ± 1.9; p < 0.001) and those with postgraduate qualification (7.2 ± 2.3 vs 6.6 ± 1.9; p = 0.042) had better attitude towards pharmacogenomics services. The median perception score was 34.0 out of 45.0, indicating a positive perception towards pharmacogenomics. There was a better perception among those with previous pharmacogenomics training (40.0 [21–45] vs 34.0 [0–45]; p = 0.002) and those with postgraduate qualifications (39.0 [0–45] vs 34.0 [21–45]; p = 0.010). Barriers to the implementation of pharmacogenomics included lack of knowledge (89.4%), lack of guidelines (87.5%) and lack of reimbursement (81.4%). Conclusion Community pharmacists have a moderate knowledge, a good attitude and a positive perception towards pharmacogenomics services. Those with previous pharmacogenomics training and those with postgraduate qualifications had better knowledge, attitude and perception towards pharmacogenomics services. Lack of knowledge, lack of guidelines and lack of reimbursement were the major barriers to the implementation of pharmacogenomics services in community pharmacies in Nigeria. Pharmacogenomics should be included in pharmacy training curricula to prepare pharmacists for the provision of pharmacogenomics services. Development of local guidelines and a robust reimbursement plan for pharmacogenomics services is recommended.
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Affiliation(s)
- Usman Abubakar
- Discipline of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia.
| | - Lienarrubini Subramaniam
- Discipline of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia
| | - Abdulkadir Ayinla
- Department of Pharmaceutical Services, Hospital Management Board, Federal Capital Territory Administration, Garki, Abuja, Nigeria
| | - Mobolaji Nurudeen Ambali
- Department of Pharmaceutical Services, Hospital Management Board, Federal Capital Territory Administration, Garki, Abuja, Nigeria
| | - Dzul Azri Mohamed Noor
- Discipline of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia
| | - Nur Aizati Athirah Daud
- Discipline of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia
| | - Hauwa Kulu Isah
- Al-Jidda Pharmacy and Store, Isa Kaita Road, Unguwar Rimi, Kaduna, Nigeria
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Rendell T, Barnett J, Scott S, Wright D. Designing a theory and evidence informed pharmacogenomic testing service in community pharmacy in England. Res Social Adm Pharm 2022; 18:3831-3838. [DOI: 10.1016/j.sapharm.2022.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 03/24/2022] [Accepted: 04/06/2022] [Indexed: 10/18/2022]
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Rendell T, Barnett J, Wright D. Co-designing a community pharmacy pharmacogenomics testing service in the UK. BMC Health Serv Res 2022; 22:378. [PMID: 35317803 PMCID: PMC8939480 DOI: 10.1186/s12913-022-07730-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 03/04/2022] [Indexed: 11/21/2022] Open
Abstract
Introduction Pharmacogenomics (PGx) testing services have been delivered through community pharmacies across the globe, though not yet in the UK. This paper is reporting a focus group study, the first stage of a participatory co-design process to increase the chance of a successful implementation of a PGx service through community pharmacy in the UK. Aim To identify the barriers and enablers to implementing a community pharmacy based PGx service in the UK. Method Three focus groups were conducted with community pharmacists (n = 10), prescribers (n = 8) and patients (n = 8) in England. The focus groups were recorded, transcribed and thematically analysed using the Braun and Clarke six phase reflexive thematic analysis approach. Results The analysis identified five themes about PGx testing in community pharmacies: (1) In- principle receptiveness, (2) Appreciation of the benefits, (3) Lack of implementation resources (4) Ambiguity about implications for implementation and (5) Interprofessional relationship challenges. Conclusion The identified enablers for implementation of a PGx service were at a macro health system strategic level; the concerns were more at a granular operational procedural level. Overall receptiveness was noted by all three participant groups, and both prescriber and pharmacist groups appreciated the potential benefits for patients and the healthcare system. Prior to implementation in the UK, there is a need to disambiguate health professional’s concerns of the guidance, resources, and knowledge required to set up and deliver the service and to resolve patient concerns about the nature of genomics. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-07730-y.
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Affiliation(s)
- Tim Rendell
- University of Bath, Claverton Down, Bath, BA2 7AY, UK.
| | - Julie Barnett
- University of Bath, Claverton Down, Bath, BA2 7AY, UK
| | - David Wright
- University of Leicester, University Rd, Leicester, LE1 7RH, England
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O'Shea J, Ledwidge M, Gallagher J, Keenan C, Ryan C. Pharmacogenetic interventions to improve outcomes in patients with multimorbidity or prescribed polypharmacy: a systematic review. THE PHARMACOGENOMICS JOURNAL 2022; 22:89-99. [PMID: 35194175 PMCID: PMC8975737 DOI: 10.1038/s41397-021-00260-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 10/19/2021] [Accepted: 10/21/2021] [Indexed: 01/11/2023]
Abstract
Conventional medicines optimisation interventions in people with multimorbidity and polypharmacy are complex and yet limited; a more holistic and integrated approach to healthcare delivery is required. Pharmacogenetics has potential as a component of medicines optimisation. Studies involving multi-medicine pharmacogenetics in adults with multimorbidity or polypharmacy, reporting on outcomes derived from relevant core outcome sets, were included in this systematic review. Narrative synthesis was undertaken to summarise the data; meta-analysis was inappropriate due to study heterogeneity. Fifteen studies of diverse design and variable quality were included. A small, randomised study involving pharmacist-led medicines optimisation, including pharmacogenetics, suggests this approach could have significant benefits for patients and health systems. However, due to study design heterogeneity and the quality of the included studies, it is difficult to draw generalisable conclusions. Further pragmatic, robust pharmacogenetics studies in diverse, real-world patient populations, are required to establish the benefit of multi-medicine pharmacogenetic screening on patient outcomes.
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Affiliation(s)
- Joseph O'Shea
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
| | - Mark Ledwidge
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland
- School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
| | - Joseph Gallagher
- School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
| | | | - Cristín Ryan
- School of Pharmacy and Pharmaceutical Sciences, Trinity College Dublin, Dublin, Ireland.
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Luke MJ, Krupetsky N, Liu H, Korenvain C, Crown N, Toenjes S, Sproule BA, Piquette-Miller M, Guirguis LM, McCarthy LM. Pharmacists as Personalized Medicine Experts (PRIME): Experiences Implementing Pharmacist-Led Pharmacogenomic Testing in Primary Care Practices. PHARMACY 2021; 9:pharmacy9040201. [PMID: 34941633 PMCID: PMC8709167 DOI: 10.3390/pharmacy9040201] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 12/10/2021] [Accepted: 12/11/2021] [Indexed: 12/01/2022] Open
Abstract
Research exploring the integration of pharmacogenomics (PGx) testing by pharmacists into their primary care practices (including community pharmacies) has focused on the “external” factors that impact practice implementation. In this study, additional “internal” factors, related to the capabilities, opportunities, and motivations of pharmacists that influence their ability to implement PGx testing, were analyzed. Semi-structured interview data from the Pharmacists as Personalized Medicine Experts (PRIME) study, which examined the barriers and facilitators to implementing PGx testing by pharmacists into primary care practice, were analyzed. Through thematic analysis, using the theoretical domains framework (TDF) domains as deductive codes, the authors identified the most relevant TDF domains and applied the behavioural change wheel (BCW) to generate intervention types to aid in the implementation of PGx testing. Pharmacists described how their professional identities, practice environments, self-confidence, and beliefs in the benefits of PGx impacted their ability to provide a PGx-testing service. Potential interventions to improve the implementation of the PGx service included preparing pharmacists for managing an increased patient load, helping pharmacists navigate the software and technology requirements associated with the PGx service, and streamlining workflows and documentation requirements. As interest in the wide-scale implementation of PGx testing through community pharmacies grows, additional strategies need to address the “internal” factors that influence the ability of pharmacists to integrate testing into their practices.
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Affiliation(s)
- Miles J. Luke
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Nina Krupetsky
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Helen Liu
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Clara Korenvain
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Natalie Crown
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Sameera Toenjes
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Beth A. Sproule
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
- Center for Addiction and Mental Health, Toronto, ON M6J 1H4, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
| | - Micheline Piquette-Miller
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
| | - Lisa M. Guirguis
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, AB T6G 1C9, Canada;
| | - Lisa M. McCarthy
- Pharmacy Services, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (M.J.L.); (N.K.); (C.K.); (N.C.); (S.T.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada; (H.L.); (B.A.S.); (M.P.-M.)
- Institute for Better Health, Trillium Health Partners, Mississauga, ON L5B 1B8, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON M5G 1V7, Canada
- Women’s College Research Institute, Women’s College Hospital, Toronto, ON M5S 1B2, Canada
- Correspondence:
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Evaluating the feasibility of performing pharmacogenetic
guided‐medication
therapy management in a retirement community: A prospective, single arm study. JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 2021. [DOI: 10.1002/jac5.1570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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12
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Rahma AT, Elbarazi I, Ali BR, Patrinos GP, Ahmed LA, Elsheik M, Al-Maskari F. Development of the pharmacogenomics and genomics literacy framework for pharmacists. Hum Genomics 2021; 15:62. [PMID: 34656176 PMCID: PMC8520199 DOI: 10.1186/s40246-021-00361-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Accepted: 10/05/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Pharmacists play a unique role in integrating genomic medicine and pharmacogenomics into the clinical practice and to translate pharmacogenomics from bench to bedside. However, the literature suggests that the knowledge gap in pharmacogenomics is a major challenge; therefore, developing pharmacists' skills and literacy to achieve this anticipated role is highly important. We aim to conceptualize a personalized literacy framework for the adoption of genomic medicine and pharmacogenomics by pharmacists in the United Arab Emirates with possible regional and global relevance. RESULTS A qualitative approach using focus groups was used to design and to guide the development of a pharmacogenomics literacy framework. The Health Literacy Skills framework was used as a guide to conceptualize the pharmacogenomics literacy for pharmacists. The framework included six major components with specific suggested factors to improve pharmacists' pharmacogenomics literacy. Major components include individual inputs, demand, skills, knowledge, attitude and sociocultural factors. CONCLUSION This framework confirms a holistic bottom-up approach toward the implementation of pharmacogenomics. Personalized medicine entails personalized efforts and frameworks. Similar framework can be created for other healthcare providers, patients and stakeholders.
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Affiliation(s)
- Azhar T Rahma
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE
| | - Iffat Elbarazi
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE
| | - Bassam R Ali
- Department of Genetics and Genomics, College of Medicine and Health Science, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE.,Zayed Center for Health Sciences, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE
| | - George P Patrinos
- Department of Genetics and Genomics, College of Medicine and Health Science, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE.,Zayed Center for Health Sciences, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE.,Department of Pharmacy, School of Health Sciences, University of Patras, 26504, Patras, Greece
| | - Luai A Ahmed
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE.,Zayed Center for Health Sciences, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE
| | - Mahanna Elsheik
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE.,Zayed Center for Health Sciences, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE
| | - Fatma Al-Maskari
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE. .,Zayed Center for Health Sciences, United Arab Emirates University, P.O. Box 17666, Al Ain, Abu Dhabi, UAE.
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13
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Andersen AL, Houlind MB, Nielsen RL, Jørgensen LM, Treldal C, Damgaard M, Bengaard AK, Juul-Larsen HG, Laursen LB, Iversen E, Kruse M, Pedersen AML, Hornum M, Beck AM, Pedersen MM, Ankarfeldt MZ, Petersen J, Andersen O. Optimization of Nutrition And Medication (OptiNAM) for acutely admitted older patients: protocol for a randomized single-blinded controlled trial. Trials 2021; 22:616. [PMID: 34521465 PMCID: PMC8439057 DOI: 10.1186/s13063-021-05456-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 07/13/2021] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Internationally, older patients (≥65 years) account for more than 40% of acute admissions. Older patients admitted to the emergency department (ED) are frequently malnourished and exposed to inappropriate medication prescribing, due in part to the inaccuracy of creatinine-based equations for estimated glomerular filtration rate (eGFR). The overall aims of this trial are to investigate: (1) the efficacy of a medication review (MED intervention) independent of nutritional status, (2) the accuracy of eGFR equations based on various biomarkers compared to measured GFR (mGFR) based on 99mTechnetium-diethylenetriaminepentaacetic acid plasma clearance, and (3) the efficacy of an individualized multimodal and transitional nutritional intervention (MULTI-NUT-MED intervention) in older patients with or at risk of malnutrition in the ED. METHODS The trial is a single-center block randomized, controlled, observer-blinded, superiority and explorative trial with two parallel groups. The population consists of 200 older patients admitted to the ED: 70 patients without malnutrition or risk of malnutrition and 130 patients with or at risk of malnutrition defined as a Mini Nutritional Assessment-Short Form score ≤11. All patients without the risk of malnutrition receive the MED intervention, which consists of a medication review by a pharmacist and geriatrician in the ED. Patients with or at risk of malnutrition receive the MULTI-NUT-MED intervention, which consists of the MED intervention in addition to, dietary counseling and individualized interventions based on the results of screening tests for dysphagia, problems with activities of daily living, low muscle strength in the lower extremities, depression, and problems with oral health. Baseline data are collected upon study inclusion, and follow-up data are collected at 8 and 16 weeks after discharge. The primary outcomes are (1) change in medication appropriateness index (MAI) score from baseline to 8 weeks after discharge, (2) accuracy of different eGFR equations compared to mGFR, and (3) change in health-related quality of life (measured with EuroQol-5D-5L) from baseline to 16 weeks after discharge. DISCUSSION The trial will provide new information on strategies to optimize the treatment of malnutrition and inappropriate medication prescribing among older patients admitted to the ED. TRAIL REGISTRATION ClinicalTrials.gov NTC03741283 . Retrospectively registered on 14 November 2018.
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Affiliation(s)
- Aino L Andersen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark
| | - Morten B Houlind
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark.,The Capital Region Pharmacy, Marielundsvej 25, 2730, Herlev, Denmark.,Department of Drug Design and Pharmacology, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen Ø, Denmark
| | - Rikke L Nielsen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark
| | - Lillian M Jørgensen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark.,Emergency Department, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark
| | - Charlotte Treldal
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark.,The Capital Region Pharmacy, Marielundsvej 25, 2730, Herlev, Denmark.,Department of Drug Design and Pharmacology, University of Copenhagen, Universitetsparken 2, 2100, Copenhagen Ø, Denmark
| | - Morten Damgaard
- Department of Clinical Physiology and Nuclear Medicine, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark
| | - Anne Kathrine Bengaard
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark.,The Capital Region Pharmacy, Marielundsvej 25, 2730, Herlev, Denmark
| | - Helle Gybel Juul-Larsen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark
| | - Louise Bolvig Laursen
- Department of Physio- and Occupational Therapy, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark
| | - Esben Iversen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark
| | - Marie Kruse
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark.,Danish Centre for Health Economics, University of Southern Denmark, J.B. Winsløws Vej 9B, 5000, Odense C, Denmark
| | - Anne M L Pedersen
- Section of Oral Medicine and Pathology, Department of Odontology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen N, Denmark
| | - Mads Hornum
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark.,Department of Nephrology, Copenhagen University Hospital Rigshospitalet, Inge Lehmanns Vej 7, Copenhagen Ø, Denmark
| | - Anne M Beck
- Department of Nursing and Nutrition, University College Copenhagen, Sigurdsgade 26, 2200, Copenhagen N, Denmark.,Dietetic and Nutritional Research Unit, Herlev-Gentofte University Hospital, Borgmester Ib Juuls Vej 50, 2730, Herlev, Denmark
| | - Mette M Pedersen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark
| | - Mikkel Z Ankarfeldt
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark.,Copenhagen Phase IV unit (Phase4CPH), Center of Clinical Research and Prevention and Department of Clinical Pharmacology, Copenhagen University Hospital Bispebjerg and Frederiksberg, Nordre Fasanvej 57, 2000, Frederiksberg, Denmark
| | - Janne Petersen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark.,Copenhagen Phase IV unit (Phase4CPH), Center of Clinical Research and Prevention and Department of Clinical Pharmacology, Copenhagen University Hospital Bispebjerg and Frederiksberg, Nordre Fasanvej 57, 2000, Frederiksberg, Denmark.,Section of Biostatistics, Department of Public Health, University of Copenhagen, Øster Farimagsgade 5, 1014, Copenhagen K, Denmark
| | - Ove Andersen
- Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark. .,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark. .,Emergency Department, Copenhagen University Hospital Amager and Hvidovre, Kettegaards alle 30, 2650, Hvidovre, Denmark.
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14
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Hayward J, McDermott J, Qureshi N, Newman W. Pharmacogenomic testing to support prescribing in primary care: a structured review of implementation models. Pharmacogenomics 2021; 22:761-776. [PMID: 34467776 PMCID: PMC8438972 DOI: 10.2217/pgs-2021-0032] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
The application of pharmacogenomics could meaningfully contribute toward medicines optimization within primary care. This review identified 13 studies describing eight implementation models utilizing a multi-gene pharmacogenomic panel within a primary care or community setting. These were small feasibility studies (n <200). They demonstrated importance and feasibility of pre-test counseling, the role of the pharmacist, data integration into the electronic medical record and point-of-care clinical decision support systems (CDSS). Findings were considered alongside existing primary care prescribing practices and implementation frameworks to demonstrate how issues may be addressed by existing nationalized healthcare and primary care infrastructure. Development of point-of-care CDSS should be prioritized; establishing clinical leadership, education programs, defining practitioner roles and responsibilities and addressing commissioning issues will also be crucial.
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Affiliation(s)
- Judith Hayward
- Yorkshire Regional Genetics Service, Chapel Allerton Hospital, Leeds Teaching Hospitals Trust, Leeds, LS7 4SA, UK.,Affinity Care, Shipley Medical Practice, Shipley, BD18 3EG, UK
| | - John McDermott
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation Trust, Manchester, M13 9WL, UK.,Division of Evolution, Infection and Genomics, School of Biological Sciences, University of Manchester, Manchester, M14 5BZ, UK
| | - Nadeem Qureshi
- Primary Care Stratified Medicine Research Group (PRISM), University of Nottingham, Nottingham, NG7 2UH, UK
| | - William Newman
- Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation Trust, Manchester, M13 9WL, UK.,Division of Evolution, Infection and Genomics, School of Biological Sciences, University of Manchester, Manchester, M14 5BZ, UK
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15
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Hayashi M, Hamdy DA, Mahmoud SH. Applications for pharmacogenomics in pharmacy practice: A scoping review. Res Social Adm Pharm 2021; 18:3094-3118. [PMID: 34474980 DOI: 10.1016/j.sapharm.2021.08.009] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 07/19/2021] [Accepted: 08/18/2021] [Indexed: 12/25/2022]
Abstract
BACKGROUND Pharmacogenomics (PGx) can provide valuable pharmacokinetic and pharmacodynamic information for the pharmacist's assessment of drug therapy, especially within medication therapy management (MTM) services. However, no review has comprehensively mapped the pharmacists' use of PGx in practice-based research. Doing so would allow future researchers, practitioners, and policy-makers to identify the ideal populations and settings for PGx implementation within the pharmacy. OBJECTIVE The purpose of this review is to identify the evidence to date of PGx use in pharmacy practice. METHODS A scoping review was conducted to find all studied non-oncologic pharmacy practices incorporating PGx testing. Search terms were applied to 5 databases and relevant journals. Characteristics of patients, pharmacy settings, genetic tests, and outcomes were summarized to determine models most likely to benefit patients. RESULTS The search identified 43 studies on the use of PGx by pharmacists published between 2007 and 2020. CYP2C19 testing with antiplatelets was the most studied model, found in both community and institutional settings. It also was the most actionable test: approximately 30% of patients have polymorphisms indicating a need for alternative antiplatelets, and identifying these patients can reduce morbidity and mortality by more than 50%. As technology shifts, broader studies using multi-gene panel tests within MTM demonstrate an approximate 50% decrease in emergency visits and hospitalizations in elderly polypharmacy patients. Clinical benefit or drug-gene interactions are also found in other cardiovascular, psychiatric, analgesic, and gastrointestinal indications. No evaluations of actual costs or of pharmacist prescribing within pharmacy-based PGx have been performed. Facilitators towards successful PGx implementation included pharmacist education, collaboration with other healthcare providers, and the use of clinical decision software. CONCLUSIONS Pharmacogenomic testing has demonstrated feasibility and improved medication outcomes in pharmacy practice, including in the community pharmacy. Further PGx research should be directed towards pharmacist prescribing, pharmacist education, and pharmacoeconomics.
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Affiliation(s)
- Meagan Hayashi
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada.
| | - Dalia A Hamdy
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada; AbEx Health Services LTD, Fort Saskatchewan, Alberta, Canada.
| | - Sherif Hanafy Mahmoud
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada.
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16
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David V, Fylan B, Bryant E, Smith H, Sagoo GS, Rattray M. An Analysis of Pharmacogenomic-Guided Pathways and Their Effect on Medication Changes and Hospital Admissions: A Systematic Review and Meta-Analysis. Front Genet 2021; 12:698148. [PMID: 34394187 PMCID: PMC8362615 DOI: 10.3389/fgene.2021.698148] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 06/28/2021] [Indexed: 01/02/2023] Open
Abstract
Ninety-five percent of the population are estimated to carry at least one genetic variant that is discordant with at least one medication. Pharmacogenomic (PGx) testing has the potential to identify patients with genetic variants that puts them at risk of adverse drug reactions and sub-optimal therapy. Predicting a patient's response to medications could support the safe management of medications and reduce hospitalization. These benefits can only be realized if prescribing clinicians make the medication changes prompted by PGx test results. This review examines the current evidence on the impact PGx testing has on hospital admissions and whether it prompts medication changes. A systematic search was performed in three databases (Medline, CINAHL and EMBASE) to search all the relevant studies published up to the year 2020, comparing hospitalization rates and medication changes amongst PGx tested patients with patients receiving treatment-as-usual (TAU). Data extracted from full texts were narratively synthesized using a process model developed from the included studies, to derive themes associated to a suggested workflow for PGx-guided care and its expected benefit for medications optimization and hospitalization. A meta-analysis was undertaken on all the studies that report the number of PGx tested patients that had medication change(s) and the number of PGx tested patients that were hospitalized, compared to participants that received TAU. The search strategy identified 5 hospitalization themed studies and 5 medication change themed studies for analysis. The meta-analysis showed that medication changes occurred significantly more frequently in the PGx tested arm across 4 of 5 studies. Meta-analysis showed that all-cause hospitalization occurred significantly less frequently in the PGx tested arm than the TAU. The results show proof of concept for the use of PGx in prescribing that produces patient benefit. However, the review also highlights the opportunities and evidence gaps that are important when considering the introduction of PGx into health systems; namely patient involvement in PGx prescribing decisions, thus a better understanding of the perspective of patients and prescribers. We highlight the opportunities and evidence gaps that are important when considering the introduction of PGx into health systems.
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Affiliation(s)
- Victoria David
- Leeds Teaching Hospitals National Health Service (NHS) Trust, Leeds, United Kingdom.,School of Pharmacy and Medical Sciences, University of Bradford, Bradford, United Kingdom.,Wolfson Centre for Applied Health Research, Bradford, United Kingdom
| | - Beth Fylan
- School of Pharmacy and Medical Sciences, University of Bradford, Bradford, United Kingdom.,Wolfson Centre for Applied Health Research, Bradford, United Kingdom.,Yorkshire and Humber Patient Safety Translational Research Centre, Bradford Institute of Health Research, Bradford, United Kingdom
| | - Eleanor Bryant
- Wolfson Centre for Applied Health Research, Bradford, United Kingdom.,Division of Psychology in the School of Social Sciences, University of Bradford, Bradford, United Kingdom
| | - Heather Smith
- Leeds Teaching Hospitals National Health Service (NHS) Trust, Leeds, United Kingdom
| | - Gurdeep S Sagoo
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.,National Institute for Health Research Leeds In Vitro Diagnostics Co-operative, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
| | - Marcus Rattray
- School of Pharmacy and Medical Sciences, University of Bradford, Bradford, United Kingdom.,Wolfson Centre for Applied Health Research, Bradford, United Kingdom
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17
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Odeh M, Alkhader E, McCloskey A, Aljabra R, Al-sharayri M, Al-Noimi F, Alarmooti M, Alzu’bi M. Postgraduate pharmacist development- an evaluation of Jordanian pharmacist experiences to inform and shape an evidence-based professional development policy. PLoS One 2021; 16:e0255026. [PMID: 34314444 PMCID: PMC8315534 DOI: 10.1371/journal.pone.0255026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 07/09/2021] [Indexed: 11/26/2022] Open
Abstract
Building capacity for developing skills as leadership, teamwork, and continuous academic support has become essential for fulfilling a successful pharmacy career. This study aims to assess Jordanian pharmacists' views on professional development, namely: the continuous education infrastructure, strategies and programs for personal development, leadership skills, incentive schemes, drug information resources and digital services. As well as exploring options for better academic support delivered to pharmacists. To capture participant's views, an online validated and reliable survey was developed. Non-probability sampling design was used. Participants were qualified pharmacists working at Royal Medical Services (RMS) and Community Pharmacists (CP). Comparison and descriptive statistics were used to report the results. A total of 271 pharmacists participated, 144 from RMS (8% more than the needed sample) and 127 CP (7% more than the needed sample). There was a strong desire amongst both RMS and PC groups for continuous educational training particularly in the following areas, first: Advanced counselling and communication skills (means = 8.99±0.145, CI 95% = 3.70-4.28 and 9.37±0.096, CI 95% = 4.18-4.56). Second: Personal development skills (mean = 8.92±0.142, CI 95% = 3.64-4.20 and 9.02±0.145, CI 95% = 3.73-4.30). Third, Pharmaceutical health promotion (mean = 8.05±0.180, CI 95% = 2.70-3.41 and 8.57±0.159, CI 95% = 3.26-3.89). Only 19.4% and 18.1% of the RMS and CPs respectively reported the presence of a written policy for personal development and leadership in their workplace. There were few incentives for pharmacists to participate in research. Few pharmacists used the available drug information and toxicology centers. The professional and continuous personal development of pharmacists support an evolving healthcare system. This study emphasizes the need for a tailored and documented postgraduate educational strategy, personal development, and leadership skills training in Jordan. Implementing a well-defined scheme of incentives should be encouraged to engage pharmacists in continuous professional development programs and pharmaceutical research. Such strategy and training should enhance both professional and personal performance.
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Affiliation(s)
- Mohanad Odeh
- Department of Clinical Pharmacy and Pharmacy Practice, Pharmacy Management and Pharmaceutical Care Innovation Centre, Pharmacy School, Hashemite University, Zarqa, Jordan
| | - Enas Alkhader
- Pharmacy School, Middle East University, Amman, Jordan
| | - Alice McCloskey
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, United Kingdom
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18
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Dorfman R, London Z, Metias M, Kabakchiev B, Mukerjee G, Moser A. Individualized Medication Management in Ontario Long-Term Care Clinical Impact on Management of Depression, Pain, and Dementia. J Am Med Dir Assoc 2021; 21:823-829.e5. [PMID: 32536434 DOI: 10.1016/j.jamda.2020.04.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 02/20/2020] [Accepted: 04/08/2020] [Indexed: 12/31/2022]
Abstract
OBJECTIVES Assess the potential benefits of identifying drug-gene interactions in nursing home (NH) residents on multiple medications. Reduce the use of high-risk medications for residents with reduced drug metabolism. DESIGN Open-label, nonrandomized, mixed methods study. SETTING Four NHs in Ontario. MEASUREMENTS Potential drug therapy problems (DTPs) for study cohort were identified during a medication review by a pharmacist using pharmacogenetic (PGx) clinical decision support to identify medication change opportunities. The number of DTPs identified during a standard medication review was compared with the number of DTPs identified with a PGx clinical decision support. Analysis of medication dispensing data at enrollment compared with dispensing in a 60-day window following medication review were compared for the PGx-tested study cohort with controls. RESULTS Prescription patterns of 90 study participants were compared with 895 controls for the same time period. Study participants were on 7 to 47 drugs, of which drugs with PGx indications ranged from 1 to 17 medications. The average medication load was 4.6 medications with PGx indications per person, whereas the controls were on 3.5 PGx drugs. Furthermore, 94% of cases and 84% of controls were on 2 or more drugs with PGx indication during the study period. Pharmacogenetic analysis identified 114 distinct DTPs in the 90 study participants, of which 29 were classified as serious. In this study, over 35% of residents were treated with antidepressants; of these, 64% have altered CYP2C19 or CYP2D6 metabolism and could benefit from drug dose adjustment or from a switch to alternative antidepressants. Twenty percent of residents were treated with hydromorphone, of which 30% have reduced response to opioids because of variations in the OPRM1 gene. CONCLUSIONS AND IMPLICATIONS This study demonstrated the clinical potential of PGx-based medication optimization for NH residents, impacting the management of depression, chronic pain, heart disease, and gastrointestinal symptoms.
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Affiliation(s)
- Ruslan Dorfman
- GeneYouIn Inc, Toronto, Ontario, Canada; Department of Anesthesia, McMaster University Hamilton, Ontario, Canada
| | | | | | | | | | - Andrea Moser
- Baycrest Center for Geriatric Care, Toronto, Ontario, Canada; Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada.
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19
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Kisor DF, Petry NJ, Bright DR. Pharmacogenomics in the United States Community Pharmacy Setting: The Clopidogrel- CYP2C19 Example. Pharmgenomics Pers Med 2021; 14:569-577. [PMID: 34040417 PMCID: PMC8140945 DOI: 10.2147/pgpm.s224894] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Accepted: 04/26/2021] [Indexed: 12/20/2022] Open
Abstract
Pharmacogenomics (PGx) is expanding across health-care practice settings, including the community pharmacy. In the United States, models of implementation of PGx in the community pharmacy have described independent services and those layered on to medication therapy management. The drug-gene pair of clopidogrel-CYP2C19 has been a focus of implementation of PGx in community pharmacy and serves as an example of the evolution of the application of drug-gene interaction information to help optimize drug therapy. Expanded information related to this drug-gene pair has been provided by the US Food and Drug Administration and clinical PGx guidelines have and continue to be updated to support clinical decision-making. Most recently direct-to-consumer (DTC) PGx has resulted in patient generated sample collection and submission to a genetic testing-related company for analysis, with reporting of genotype and related phenotype information directly to the patient without a health-care professional guiding or even being involved in the process. The DTC testing approach needs to be considered in the development or modification of PGx service models in the community pharmacy setting. The example of clopidogrel-CYP2C19 is discussed and current models of PGx implementation in the community pharmacy in the United States are presented. New approaches to PGx services are offered as implementation continues to evolve and may now include DTC information.
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Affiliation(s)
- David F Kisor
- Manchester University, Department of Pharmaceutical Sciences and Pharmacogenomics, Fort Wayne, IN, USA
| | - Natasha J Petry
- North Dakota State University, College of Health Professions, Department of Pharmacy Practice, Fargo, ND, USA
- Sanford Imagenetics, Sioux Falls, ND, USA
| | - David R Bright
- Ferris State University, Department of Pharmaceutical Sciences, Big Rapids, MI, USA
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20
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Papastergiou J, Quilty LC, Li W, Thiruchselvam T, Jain E, Gove P, Mandlsohn L, van den Bemt B, Pojskic N. Pharmacogenomics guided versus standard antidepressant treatment in a community pharmacy setting: A randomized controlled trial. Clin Transl Sci 2021; 14:1359-1368. [PMID: 33641259 PMCID: PMC8301569 DOI: 10.1111/cts.12986] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 12/18/2020] [Accepted: 12/20/2020] [Indexed: 12/15/2022] Open
Abstract
The literature on pharmacogenomics as a tool to support antidepressant precision is burgeoning. Recently, a more active role has been argued for pharmacists in pharmacogenomic testing, with both pharmacists and family physicians perceiving pharmacist‐led testing as a valuable method by which to scale this innovation for depression treatment. In this prospective, single‐blind randomized controlled design, we evaluated the impact of pharmacogenomics guided versus standard antidepressant treatment of depression and anxiety, implemented in three large community pharmacies. Participants were 213 outpatients diagnosed with major depressive disorder and/or generalized anxiety disorder, randomized to receive pharmacogenomics guided (n = 105) or standard antidepressant treatment (n = 108); participants were blinded to the study. Patient reported outcomes of depression, anxiety, disability, and treatment satisfaction were assessed at months 0, 1, 3, and 6. Hypotheses were investigated using mixed effect models on the full data. All clinical outcomes improved significantly. The primary outcome (depression) and two secondary outcomes (generalized anxiety and disability) exhibited significant time by group interactions indicating that they improved for participants who received pharmacogenomics guided treatment more so than they did for participants who received standard treatment. Treatment satisfaction improved similarly for both groups. Results contribute to a growing body of work evaluating the impact of pharmacogenomics testing to inform antidepressant medication treatment for depression and anxiety, and provides important initial evidence for the role of pharmacists in care delivery. Pharmacogenomic testing may be a valuable tool to allow pharmacists to more effectively collaborate in facilitating clinical treatment decisions. ClinicalTrials.gov registration: (NCT03591224).
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Affiliation(s)
- John Papastergiou
- University of Toronto, Toronto, Ontario, Canada.,University of Waterloo, Kitchener, Ontario, Canada.,Shoppers Drug Mart, Toronto, Ontario, Canada
| | - Lena C Quilty
- University of Toronto, Toronto, Ontario, Canada.,Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Wilson Li
- Shoppers Drug Mart, Toronto, Ontario, Canada
| | - Thulasi Thiruchselvam
- University of Toronto, Toronto, Ontario, Canada.,Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Esha Jain
- Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Peter Gove
- Green Shield Canada, Toronto, Ontario, Canada
| | | | - Bart van den Bemt
- Sint Maartenskliniek, Nijmegen, The Netherlands.,Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nedzad Pojskic
- University of Toronto, Toronto, Ontario, Canada.,Green Shield Canada, Toronto, Ontario, Canada
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21
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Pontinha VM, Wagner TD, Holdford DA. Point-of-care testing in pharmacies-An evaluation of the service from the lens of resource-based theory of competitive advantage. J Am Pharm Assoc (2003) 2020; 61:e45-e54. [PMID: 33309067 DOI: 10.1016/j.japh.2020.11.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 11/06/2020] [Accepted: 11/12/2020] [Indexed: 01/16/2023]
Abstract
BACKGROUND Point-of-care tests (POCTs) are innovative services that are increasingly offered in community pharmacies. Assessments of these services should consider their financial sustainability in addition to their effectiveness if they are to be successful over time in a competitive environment. OBJECTIVES The aim of this research was to review and evaluate the POCT practice innovations literature through the lens of the resource-based theory (RBT) of competitive advantage. DATA SOURCES Articles describing POCT services were identified systematically through PubMed, exclusively. STUDY SELECTION All POCT articles in the review met the following inclusion criteria: (1) articles were published after 1999; (2) interventions were pharmacist-led innovations within a community pharmacy; (3) articles described research studies with results; and (4) articles were published in English, Spanish, or Portuguese. DATA EXTRACTION The RBT was operationalized using a strengths, weaknesses, opportunities, threats matrix and a business model canvas, which were employed to extract and analyze data. Articles were assessed according to the degree to which they articulated elements that the RBT needed to assess their financial sustainability in targeted markets. RESULTS A total of 36 articles describing POCTs and associated services were included in this review. Most of the studies reported aspects pertaining to the contextual environment of the innovation, value proposition, key activities, partners, and channels of distribution. However, the competitive dimension of the environment, as well as the cost structure and revenue streams, were often neglected in the studies. CONCLUSIONS The RBT is a widely tested framework that can be used for planning and reporting POCT practice innovations. On the basis of this framework, pharmacists seem to do a good job in describing how to provide POCT but fall short in explaining how these services are sustainable over time.
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Rodríguez-Escudero I, Cedeño JA, Rodríguez-Nazario I, Reynaldo-Fernández G, Rodríguez-Vera L, Morales N, Jiménez-Vélez B, Ruaño G, Duconge J. Assessment of the clinical utility of pharmacogenetic guidance in a comprehensive medication management service. JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 2020; 3:1028-1037. [PMID: 32964197 PMCID: PMC7505210 DOI: 10.1002/jac5.1250] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 04/12/2020] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Pharmacists are poised to be the health care professionals best suited to provide medication-related consults and services based on a patient's genetics. Despite its potential benefits, the implementation of pharmacogenetic (PGx) testing into primary clinical settings has been slow among medically underserved populations. To our knowledge, this is the first time that PGx-driven recommendations have been incorporated into a Comprehensive Medication Management (CMM) service in a Hispanic population. OBJECTIVES The aim of this study is to evaluate the clinical utility of adding PGx guidance into pharmacist-driven CMM. METHODS This is a pre- and post-interventional design study. Patients were recruited from a psychologist's clinic. A total of 24 patients had a face-to-face interview with a pharmacist to complete a CMM, Personal Medication Record, and Medication-Related Action Plan (MAP) blind to PGx findings. Collected buccal DNA samples were genotyped using drug-metabolizing enzymes and transporters (DMET) Plus Array. RESULTS The pharmacist generated new MAPs for each patient based on PGx results. Genetic variants that could potentially affect the safety and effectiveness of at least one drug in the pharmacotherapy were identified in 96% of patients, for whom the pharmacist changed the initial recommendations. Polymorphisms in genes encoding for isoenzymes CYP2D6, CYP2C19, and CYP2C9 were identified in 83%, 52%, and 41% of patients, respectively. Pharmacists performing CMM identified 22 additional medication problems after PGx determinations. Moreover, they agreed with the clinical utility of PGx in the studied sample based on perceived value of adding PGx to traditional CMM and its utility in the decision-making process of pharmacists. CONCLUSIONS The study confirmed the critical role to be played by pharmacists in facilitating the clinical usage of relevant genetic information to optimize drug therapy decisions as well as their involvement on many levels of these multidisciplinary implementation efforts, including championing and leading PGx-guided CMM services.
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Affiliation(s)
| | - Julio A. Cedeño
- School of Pharmacy, University of Puerto Rico, Medical Sciences Campus, San Juan, Puerto Rico
| | | | | | | | | | - Braulio Jiménez-Vélez
- Department of Biochemistry, University of Puerto Rico, Medical Sciences Campus, School of Medicine, San Juan, Puerto Rico
| | - Gualberto Ruaño
- Institute of Living at Hartford Hospital, Laboratory of Personalized Health, Genomas, Inc., Hartford, Connecticut
| | - Jorge Duconge
- School of Pharmacy, University of Puerto Rico, Medical Sciences Campus, San Juan, Puerto Rico
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Petit C, Croisetière A, Chen F, Laverdière I. Are pharmacists from the province of Quebec ready to integrate pharmacogenetics into their practice. Pharmacogenomics 2020; 21:247-256. [DOI: 10.2217/pgs-2019-0144] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: The pharmacists are identified as one of the best positioned health professionals to lead intercollaborative efforts in tailoring medication based on pharmacogenetic information. As pharmacotherapy specialists, they can take on a prominent role in ordering and interpreting pharmacogenetic test results and then guiding optimal drug selection and dose based on those results. Participants & methods: To assess the readiness of pharmacists and trainees in the province of Quebec to assume this role, we surveyed their knowledge in (pharmaco)genetics, their confidence in their ability to use pharmacogenetics and their attitude toward the integration of this tool in clinical practice. Results: A total of 99 pharmacists (community: 67.7%, hospital: 24.2% and other: 8.1%) and 36 students volunteered in a self-administered online survey. About 50% of the questions on the participants’ knowledge are answered correctly, with a stepwise increase of right answers with hours of education in (pharmaco)genetics (51.2, 63.8 and 76.7% for <5, 5–25 and >25 h respectively; p < 0.0001). While the majority of participants believe that pharmacogenetics will gain more room in their future practice (80.7%), the overall rate of confidence in their ability to use pharmacogenetics information is low (22%) and 90.3% desire more training. Conclusion: The limited experience of pharmacists in pharmacogenetics appears to be a barrier for its integration in clinical practice.
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Affiliation(s)
- Chloé Petit
- Faculty of Pharmacy, Université Laval, Quebec, Canada
| | | | - Flora Chen
- Faculty of Pharmacy, Université Laval, Quebec, Canada
| | - Isabelle Laverdière
- Faculty of Pharmacy, Université Laval, Quebec, Canada
- Centre Hospitalier Universitaire de Québec (CHU de Québec)-Université Laval Research Center & Department of Pharmacy, CHU de Québec-Université Laval, Quebec, Canada
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24
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Pharmacogenomics-based practice in North Cyprus: its adoption by pharmacists and their attitudes and knowledge. Int J Clin Pharm 2019; 41:1299-1306. [PMID: 31267362 DOI: 10.1007/s11096-019-00868-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 06/20/2019] [Indexed: 12/22/2022]
Abstract
Background Pharmacogenomics is a branch of biotechnological science integrating medicine, pharmacology, and genomics techniques. Moreover, it focuses on creating drug therapies in order to analyze genetic differences in patients causing various responses to a single therapeutic regimen. Objective This cross sectional study aimed to examine the attitude, knowledge and adoption among pharmacists in North Cyprus and the most appropriate method to improve education among them. Setting Community pharmacy setting. Method A total of 103 out of 140 pharmacists responded to a pre-tested and validated questionnaire consisting of 25 items during July through September 2016. Main outcome measure Pharmacists attitude, knowledge and adoption towards pharmacogenomic tests. Result Data showed that most of the pharmacists in North Cyprus had positive attitude and knowledge scores with mean value of 28.3 ± 5.3 (out of 40) and 6.9 ± 0.8 (out of 10) respectively, further findings showed that there is a significant difference among age groups in their total attitude score (p < 0.05). Conclusion Even though pharmacogenomics is a field promising a variety of benefits, it is vital to implement it in clinical settings in order to improve outcomes. Our findings highlight the necessity for more education on the availability and interpretation of pharmacogenomics tests.
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Maggo SDS, Sycamore KLV, Miller AL, Kennedy MA. The Three Ps: Psychiatry, Pharmacy, and Pharmacogenomics, a Brief Report From New Zealand. Front Psychiatry 2019; 10:690. [PMID: 31616328 PMCID: PMC6764017 DOI: 10.3389/fpsyt.2019.00690] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 08/27/2019] [Indexed: 12/30/2022] Open
Abstract
We describe a case series of 22 individuals who were referred to our laboratory by a pharmacist based in a mental health hospital, for pharmacogenetic analysis due to severe or unexpected adverse drug reactions (ADRs) to psychiatric medication. The participants were genotyped for common variation in the CYP2D6, CYP2C19, and CYP2C9 genes, using Sanger sequencing. We tested variants in these genes as they have the strongest evidence with respect to altering the pharmacokinetics of commonly prescribed psychiatric medicine. Looking specifically at the subset of 18 European study participants, we observed a comparatively high but non-significant rate of pharmacogenetic variants, compared to allele frequency surveys in unselected population samples. For CYP2D6, we observed an elevated frequency of both poor (17%) and intermediate (33%) metabolizers when compared with previously reported frequencies (6% and 12% respectively). For CYP2C19, we observed an increased frequency of intermediate (33%) and ultra-rapid (17%) metabolizers compared to expected frequencies (21% and 4% respectively). For CYP2C9, the frequency of intermediate metabolizers (22%) was elevated compared to the expected population frequency (11%). While sample size is a major limitation of this brief report, we can conclude that patients with adverse reactions to antidepressant or antipsychotic drugs selected by a specialist mental health pharmacist appear to have a relatively high rate of genetic variants in pharmacogenes known to affect the pharmacokinetics of these drugs. The selective application of such pharmacogenetic tests by clinical pharmacists may be a valuable approach to clarify the basis for adverse or unusual responses to medication, and to guide ongoing prescribing decisions for this group of patients.
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Affiliation(s)
- Simran D S Maggo
- Gene Structure and Function Lab, Carney Centre for Pharmacogenomics, Department of Pathology & Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Kyra L V Sycamore
- Pharmacy Department, Canterbury District Health Board, Christchurch, New Zealand
| | - Allison L Miller
- Gene Structure and Function Lab, Carney Centre for Pharmacogenomics, Department of Pathology & Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Martin A Kennedy
- Gene Structure and Function Lab, Carney Centre for Pharmacogenomics, Department of Pathology & Biomedical Science, University of Otago, Christchurch, New Zealand
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26
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Fabbri C, Zohar J, Serretti A. Pharmacogenetic tests to guide drug treatment in depression: Comparison of the available testing kits and clinical trials. Prog Neuropsychopharmacol Biol Psychiatry 2018; 86:36-44. [PMID: 29777729 DOI: 10.1016/j.pnpbp.2018.05.007] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 05/14/2018] [Accepted: 05/15/2018] [Indexed: 12/26/2022]
Abstract
The empirical approach to drug choice and dosing in depression often results into inadequate response and side effects. Pharmacogenetic (PGx) testing appears a promising way to implement personalized treatments. A systematic review was performed to identify available PGx tests, compare the genes they include with clinical guidelines and drug labels, and assess the quality of published clinical studies. ~40 commercial PGx tests are available and potential benefits were estimated for nine of them by clinical studies. The most part of studies are observational (9/21) or non-randomized case-control trials that compared standard care with PGx-guided treatment (6/21), six randomized controlled trials (RCTs) are available. The only genes included in all the available PGx tests and with recommendations in current clinical guidelines and drug labels are CYP2D6 and CYP2C19. There is heterogeneity among outcome measures across studies (response, remission, improvement, health care utilization, medication tolerability), as well as in trial design. Relatively weak clinical benefits were reported by RCTs and higher clinical benefits by non-RCTs, but the last group showed greater risk of bias. Lack of patient and rater's blindness, retrospective design and possible confounders (concomitant medications and medical diseases, lack of wash out prior to inclusion, no assessment of compliance etc.) were the main issues. Estimations of cost savings provided heterogeneous findings. Variants in CYP2D6 and CYP2C19 have already adequate support for clinical application. The development of future PGx tests should include best practices for clinical evidence development and for health economic assessment.
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Affiliation(s)
- Chiara Fabbri
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Joseph Zohar
- Department of Psychiatry, Sheba Medical Center, Tel Hashomer, and Sackler School of Medicine, Tel Aviv University, Israel
| | - Alessandro Serretti
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy.
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27
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Fabbri C, Serretti A. Clinical application of antidepressant pharmacogenetics: Considerations for the design of future studies. Neurosci Lett 2018; 726:133651. [PMID: 29906483 DOI: 10.1016/j.neulet.2018.06.020] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Revised: 06/05/2018] [Accepted: 06/11/2018] [Indexed: 12/16/2022]
Abstract
A frustrating inertia has affected the development of clinical applications of antidepressant pharmacogenetics and personalized treatments of depression are still lacking 20 years after the first findings. Candidate gene studies provided replicated findings for some polymorphisms, but each of them shows at best a small effect on antidepressant efficacy and the cumulative effect of different polymorphisms is unclear. Further, no candidate was immune by at least some negative studies. These considerations give rise to some concerns about the clinical benefits of currently available pharmacogenetic tests since they are based on the results of candidate gene studies. Clinical guidelines in fact suggest that only polymorphisms that alter cytochrome 2D6 or 2C19 enzymatic activity probably provide useful clinical indications, while variants in genes involved in antidepressant pharmacodynamics have no recommended clinical applications. The present review discusses possible strategies to facilitate the identification of genetic biomarkers with clinical usefulness in guiding antidepressant treatments. These include analysis methods for the study of the polygenic/omnigenic nature of antidepressant response, the prioritization of polymorphisms on the basis of functional considerations, the incorporation of clinical-demographic predictors in pharmacogenetic studies (e.g. mixed polygenic and clinical risk scores), the application of methodological improvements to the design of future studies in order to maximize the comparability of results and improve power.
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Affiliation(s)
- Chiara Fabbri
- Department of Biomedical and NeuroMotor Sciences, University of Bologna, Bologna, Italy
| | - Alessandro Serretti
- Department of Biomedical and NeuroMotor Sciences, University of Bologna, Bologna, Italy.
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