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Mokbel K, Weedon M, Jackson L. Pharmacogenomic Determinants of Adverse Drug Effects: A Systematic Review and Meta-analysis. In Vivo 2024; 38:2098-2106. [PMID: 39187310 PMCID: PMC11363763 DOI: 10.21873/invivo.13671] [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: 04/24/2024] [Revised: 05/21/2024] [Accepted: 05/22/2024] [Indexed: 08/28/2024]
Abstract
BACKGROUND/AIM Genomic variants can predispose individuals to adverse drug effects (ADEs), implying the potential for personalised therapy based on genetic data to prevent them. However, existing pharmacogenomic databases lack a comprehensive list of such variants due to irregular updates and incomplete literature coverage. To facilitate the assessment of the feasibility of using pharmacogenetic testing on a larger scale and identify existing gaps in the literature, this study sought to compile a comprehensive list of genomic variants associated with ADEs, with a focus on serious ADEs. PATIENTS AND METHODS To identify relevant pharmacogenetic studies within randomised controlled trials (RCTs), post-hoc studies of RCTs and meta-analyses, two literature searches were performed across multiple databases. The compiled list of variants associated with ADEs was refined to create a set of variant-drug pairs significantly associated with serious ADEs. RESULTS We identified 254 RCTs/post-hoc studies and 207 meta-analyses investigating variants associated with ADEs. Among the 254 RCTs/post-hoc studies identified, 24 meta-analyses were conducted. Among these, only G6PD A- showed a significant association with severe anaemia in patients receiving artemisinin-based treatment for malaria. CONCLUSION This systematic review provides a comprehensive list of variants associated with ADEs and a set of variant-drug pairs significantly associated with serious ADEs. These resources serve as valuable references for regulatory agencies, researchers, and healthcare professionals. This study, however, underscores the need for improved indexing and standardised definitions of ADE seriousness in the literature.
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Affiliation(s)
- Kinan Mokbel
- Health and Care Profession Department, College of Medicine and Health, University of Exeter Medical School, Exeter, U.K.;
| | - Michael Weedon
- Clinical and Biomedical Sciences, College of Medicine and Health, University of Exeter Medical School, Exeter, U.K
| | - Leigh Jackson
- Clinical and Biomedical Sciences, College of Medicine and Health, University of Exeter Medical School, Exeter, U.K
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Saposnik G, Ismail Z, Rivard AM, Knifton D, Bromfield G, Terzaghi M, Montoya A, Menard MC. Decision making under uncertainty in the diagnosis and management of Alzheimer's Disease in primary care: A study protocol applying concepts from neuroeconomics. Front Med (Lausanne) 2022; 9:997277. [PMID: 36330061 PMCID: PMC9623110 DOI: 10.3389/fmed.2022.997277] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/20/2022] [Indexed: 09/07/2024] Open
Abstract
Background The current management of patients with Dementia, primarily with Alzheimer's Disease (AD) is rapidly evolving. However, limited information is available about the current gaps and decision-making in primary care. Objectives To evaluate factors associated with gaps, risk preferences regarding diagnostic and therapeutic choices in the management of patients with AD by primary care physicians (PCP) from across Canada. Methods We propose a non-interventional, cross-sectional pilot study involving 120 primary care physicians referred from the College of Family Physicians of Canada to assess diagnostic and therapeutic decisions in the management of ten simulated AD-related case-scenarios commonly encountered in clinical practice. We initially describe the current landscape and gaps regarding diagnostic and therapeutic challenges in the management of patients with AD in primary care. Then, we provide concepts from behavioral economics and neuroeconomics applied to medical decision-making. Specifically, we include standardized tests to measure risk aversion, physicians' reactions to uncertainty, and questions related to risk preferences in different domains. Finally, we summarize the protocol to be implemented to address our goals. The primary study outcome is the proportion of participants that elect to defer initial investigations to the specialist and the associated factors. Secondary outcomes include the proportion of PCP willing to order cerebral spinal fluid studies, PET scans, or initiate treatment according to the simulated case-scenarios. The study will be conducted in English and French. Conclusions The study findings will contribute a better understanding of relevant factors associated with diagnostic and therapeutic decisions of PCP in the management of AD, identifying participant's preferences and evaluating the role of behavioral aspects such tolerance to uncertainty, aversion to ambiguity, and therapeutic inertia.
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Affiliation(s)
- Gustavo Saposnik
- Division of Neurology, Department of Medicine, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
- Decision Neuroscience Unit, Li Ka Shing Knowledge Institute, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
- NeuroeconSolutions, Neuroeconsolutions.com, Toronto, ON, Canada
| | - Zahinoor Ismail
- Departments of Psychiatry and Clinical Neurosciences, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Anne-Marie Rivard
- Policy and Healthcare Ecosystem, Hoffmann-La Roche, Mississauga, ON, Canada
| | - Debbie Knifton
- Policy and Healthcare Ecosystem, Hoffmann-La Roche, Mississauga, ON, Canada
| | - Gillian Bromfield
- Policy and Healthcare Ecosystem, Hoffmann-La Roche, Mississauga, ON, Canada
| | - Maria Terzaghi
- Decision Neuroscience Unit, Li Ka Shing Knowledge Institute, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
- NeuroeconSolutions, Neuroeconsolutions.com, Toronto, ON, Canada
| | - Alonso Montoya
- Medical Affairs Neuroscience, Hoffmann-La Roche, Mississauga, ON, Canada
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Haga SB. Revisiting Secondary Information Related to Pharmacogenetic Testing. Front Genet 2021; 12:741395. [PMID: 34659361 PMCID: PMC8517135 DOI: 10.3389/fgene.2021.741395] [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: 07/14/2021] [Accepted: 09/13/2021] [Indexed: 12/22/2022] Open
Abstract
Incidental or secondary findings have been a major part of the discussion of genomic medicine research and clinical applications. For pharmacogenetic (PGx) testing, secondary findings arise due to the pleiotropic effects of pharmacogenes, often related to their endogenous functions. Unlike the guidelines that have been developed for whole exome or genome sequencing applications for management of secondary findings (though slightly different from PGx testing in that these refer to detection of variants in multiple genes, some with clinical significance and actionability), no corresponding guidelines have been developed for PGx clinical laboratories. Nonetheless, patient and provider education will remain key components of any PGx testing program to minimize adverse responses related to secondary findings.
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