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Russell LE, Claw KG, Aagaard KM, Glass SM, Dasgupta K, Nez FL, Haimbaugh A, Maldonato BJ, Yadav J. Insights into pharmacogenetics, drug-gene interactions, and drug-drug-gene interactions. Drug Metab Rev 2024:1-19. [PMID: 39154360 DOI: 10.1080/03602532.2024.2385928] [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: 02/13/2024] [Accepted: 07/23/2024] [Indexed: 08/20/2024]
Abstract
This review explores genetic contributors to drug interactions, known as drug-gene and drug-drug-gene interactions (DGI and DDGI, respectively). This article is part of a mini-review issue led by the International Society for the Study of Xenobiotics (ISSX) New Investigators Group. Pharmacogenetics (PGx) is the study of the impact of genetic variation on pharmacokinetics (PK), pharmacodynamics (PD), and adverse drug reactions. Genetic variation in pharmacogenes, including drug metabolizing enzymes and drug transporters, is common and can increase the risk of adverse drug events or contribute to reduced efficacy. In this review, we summarize clinically actionable genetic variants, and touch on methodologies such as genotyping patient DNA to identify genetic variation in targeted genes, and deep mutational scanning as a high-throughput in vitro approach to study the impact of genetic variation on protein function and/or expression in vitro. We highlight the utility of physiologically based pharmacokinetic (PBPK) models to integrate genetic and chemical inhibitor and inducer data for more accurate human PK simulations. Additionally, we analyze the limitations of historical ethnic descriptors in pharmacogenomics research. Altogether, the work herein underscores the importance of identifying and understanding complex DGI and DDGIs with the intention to provide better treatment outcomes for patients. We also highlight current barriers to wide-scale implementation of PGx-guided dosing as standard or care in clinical settings.
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Affiliation(s)
- Laura E Russell
- Drug Metabolism and Pharmacokinetics, AbbVie Inc, North Chicago, IL, USA
| | - Katrina G Claw
- Division of Biomedical Informatics and Personalized Medicine, CO Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Kaja M Aagaard
- Division of Biomedical Informatics and Personalized Medicine, CO Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Sarah M Glass
- Preclinical Sciences and Translational Safety, Janssen Research &Development, San Diego, CA, USA
| | - Kuheli Dasgupta
- Department of Molecular Genetics, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - F Leah Nez
- Division of Biomedical Informatics and Personalized Medicine, CO Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Alex Haimbaugh
- Division of Biomedical Informatics and Personalized Medicine, CO Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Benjamin J Maldonato
- Department of Nonclinical Development and Clinical Pharmacology, Revolution Medicines, Inc, Redwood City, CA, USA
| | - Jaydeep Yadav
- Department of Pharmacokinetics, Dynamics, Metabolism, and Bioanalytics, Merck & Co., Inc, Boston, MA, USA
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Jessurun NT, Vermeulen Windsant A, Mikes O, van Puijenbroek EP, van Marum RJ, Grootens K, Derijks HJ. Inhibition of CYP2D6 with low dose (5 mg) paroxetine in patients with high 10-hydroxynortriptyline serum levels-A prospective pharmacokinetic study. Br J Clin Pharmacol 2020; 87:1529-1532. [PMID: 32621544 DOI: 10.1111/bcp.14455] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 06/03/2020] [Accepted: 06/11/2020] [Indexed: 11/28/2022] Open
Abstract
The antidepressant nortriptyline is metabolized by cytochrome P450 2D6 (CYP2D6) to the less active and more cardiotoxic drug metabolite, 10-hydroxynortriptyline. High serum levels of this metabolite (>200 μg/L) may lead to withdrawal of nortriptyline therapy. Adding CYP2D6 inhibitors reduce the metabolic activity of CYP2D6 (phenoconversion) and so decrease the forming of hydroxynortriptyline. In this study, 5 mg paroxetine is administered to patients with high hydroxynortriptyline concentrations (>200 μg/L). The shift in number of patients to therapeutic nortriptyline (50-150 μg/L) and safe hydroxynortriptyline (<200 μg/L) concentrations, and the degree of phenoconversion, expressed as the change in ratio nortriptyline/hydroxynortriptyline concentrations before and after paroxetine addition, are prospectively observed and described. After paroxetine addition, 12 patients (80%) had therapeutic nortriptyline and safe hydroxynortriptyline concentrations. Hydroxynortriptyline concentrations decreased in all patients. The average nortriptyline/hydroxynortriptyline concentrations ratio increased from 0.32 to 0.59. This study shows that 5 mg paroxetine addition is able to lower high hydroxynortriptyline serum levels to safe ranges.
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Affiliation(s)
- Naomi T Jessurun
- Netherlands Pharmacovigilance Centre Lareb, 's-Hertogenbosch, The Netherlands.,Unit of PharmacoTherapy, -Epidemiology & -Economics, Faculty of Science and Engineering, University of Groningen, Groningen, the Netherlands
| | | | - Oenone Mikes
- Mental health institute, 's-Hertogenbosch, The Netherlands
| | - Eugène P van Puijenbroek
- Netherlands Pharmacovigilance Centre Lareb, 's-Hertogenbosch, The Netherlands.,Unit of PharmacoTherapy, -Epidemiology & -Economics, Faculty of Science and Engineering, University of Groningen, Groningen, the Netherlands
| | - Rob J van Marum
- Department of geriatrics, Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands.,Department of General Practice & Elderly Care Medicine/Amsterdam Public Health research institute (APH), Amsterdam UMC, location VUmc, Amsterdam, the Netherlands
| | - Koen Grootens
- Mental health institute, 's-Hertogenbosch, The Netherlands
| | - Hieronymus J Derijks
- Department of Pharmacy, Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands.,Department of Pharmacy, Radboud University Medical Centre, Nijmegen, The Netherlands
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Tamsulosin Associated with Interstitial Lung Damage in CYP2D6 Variant Alleles Carriers. Int J Mol Sci 2020; 21:ijms21082770. [PMID: 32316326 PMCID: PMC7215842 DOI: 10.3390/ijms21082770] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 04/14/2020] [Indexed: 11/17/2022] Open
Abstract
Drugs are serious but underestimated causative agents of interstitial lung disease (ILD). Both cytotoxic and immune mechanisms may be involved in drug-induced ILD (DI-ILD). We aimed to investigate whether polymorphisms of relevant CYP enzymes involved in the metabolization of tamsulosin might explain the pathologic mechanism of the DI-ILD in the cases with suspected tamsulosin DI-ILD. We collected 22 tamsulosin-associated DI-ILD cases at two ILD Expertise Centers in the Netherlands between 2009 and 2020. CYP2D6, CYP2C9, CYP2C19, CYP3A4, and CYP3A5 single nucleotide polymorphisms were genotyped and compared with a control group of 78 healthy Caucasian male volunteers. Nine cases were phenotyped as CYP2D6 poor metabolizers and 13 as CYP2D6 intermediate metabolizers. The phenotypes of the cases differed significantly from those of the healthy controls, with more poor metabolizers. After withdrawal of tamsulosin, the pulmonary condition of three cases had improved, six patients had stabilized, and one patient stabilized after reducing the tamsulosin dose. The described 22 cases suggest that an association between the presence of CYP2D6 allelic variants and tamsulosin-associated ILD is highly likely. These cases highlight the importance of both clinical and genetic risk stratification aimed to achieve a more accurate prevention of DI-ILD in the future and enhance the quality of life of patients.
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Jessurun N, van Puijenbroek EP, Otten LS, Mikes O, Vermeulen Windsant A, van Marum RJ, Grootens K, Derijks HJ. Inhibition of CYP2D6 with low dose (5 mg) paroxetine in patients with high 10-hydroxynortriptyline serum levels - a review of routine practice. Br J Clin Pharmacol 2017; 83:1149-1151. [PMID: 28133768 DOI: 10.1111/bcp.13201] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Revised: 10/28/2016] [Accepted: 11/13/2016] [Indexed: 11/29/2022] Open
Affiliation(s)
- Naomi Jessurun
- Netherlands Pharmacovigilance Centre Lareb, 's-Hertogenbosch, The Netherlands
| | - Eugène P van Puijenbroek
- Netherlands Pharmacovigilance Centre Lareb, 's-Hertogenbosch, The Netherlands.,Department of Pharmacy: Pharmacotherapy and Pharmaceutical Care, University of Groningen, Groningen, The Netherlands
| | - Leila S Otten
- Department of Pharmacy, University of Utrecht, Utrecht, The Netherlands
| | - Oenone Mikes
- Reinier van Arkelgroep, 's-Hertogenbosch, The Netherlands
| | | | - Rob J van Marum
- Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands.,Department of General Practice & Elderly Care Medicine/EMGO Institute for Health and Care Research, VU University Medical Center Amsterdam, The Netherlands
| | - Koen Grootens
- Reinier van Arkelgroep, 's-Hertogenbosch, The Netherlands
| | - Hieronymus J Derijks
- Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands.,Utrecht Institute for Pharmaceutical Sciences, Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht University, Utrecht, The Netherlands
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