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Chhibber A, Watanabe AH, Jacobs H, Kharat A, Syeed SM, Sherwin CM, Chaiyakunapruk N, Biskupiak J, Yellepeddi VK, Brixner D, Young DC. Potential of pharmacogenetics in minimizing drug therapy problems in cystic fibrosis. J Cyst Fibros 2024; 23:1010-1019. [PMID: 38937211 DOI: 10.1016/j.jcf.2024.06.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 05/27/2024] [Accepted: 06/09/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND With advancements in CF drug development, people with cystic fibrosis (PwCF) now take a median of seven medications daily, increasing treatment complexity, risk of drug therapy problems (DTPs), and interference with treatment goals. Given that some of these DTPs can be prevented with preemptive pharmacogenetic testing, the overall goal of this study was to test the clinical utility of a multi-gene pharmacogenetics (PGx) panel in potentially reducing DTPs in PwCF. METHODS A population based retrospective study of patients with CF was conducted at the University of Utah Health Care System. The patients were genotyped for CYP450 enzymes using a pharmacogenomic assay, and their drug utilization information was obtained retrospectively. This pharmacogenomic information was combined with clinical guidelines to predict the number of actionable PGx interventions in this patient cohort. RESULTS A total of 52 patients were included in this study. In the patient sample, a minimum of one order of actionable PGx medication was observed in 75 % of the cases. Results revealed that 4.2 treatment modifications per 10 patients can be enabled with the help of a PGx intervention in this patient population. Additionally, our findings suggest that polymorphisms in CYP2D6 and CYP2C19 are most likely to be the primary contributors to DTP's within PwCF. CONCLUSION This study provides evidence that the PGx panel has the potential to help alleviate the clinical burden of DTPs in PwCF and can assist in informing pharmacotherapy recommendations. Future research should validate these findings and evaluate which subgroups of PwCF would most benefit from pharmacogenetic testing.
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Affiliation(s)
- Anindit Chhibber
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | | | | | - Aditi Kharat
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Sakil M Syeed
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Catherine M Sherwin
- Dayton Children's Hospital, Dept. of Pediatrics, Wright State University, Boonshoft School of Medicine, Dayton, OH, USA
| | - Nathorn Chaiyakunapruk
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Joseph Biskupiak
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Venkata K Yellepeddi
- Division of Clinical Pharmacology, Department of Pediatrics, School of Medicine, University of Utah, Salt Lake City, UT, USA; Department of Molecular Pharmaceutics, School of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Diana Brixner
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - David C Young
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, UT, USA.
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Jorge-Aarón RM, Rodrigo RC, Esther MPR. Endoxifen levels and metabolic phenotype-associated factors in Mexican Mestizo patients under tamoxifen treatment. Pharmacogenomics 2020; 21:929-943. [PMID: 32808577 DOI: 10.2217/pgs-2020-0061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To evaluate plasma endoxifen levels and metabolic phenotype-associated factors in Mexican Mestizo patients under tamoxifen treatment. Patients & methods: A total of 138 breast cancer patients under tamoxifen treatment were cross-sectionally evaluated and side effects (SE) were recorded. CYP2D6 genetic phenotypes (GP) and metabolic phenotypes (MP) were assessed (metabolic poor [mPM], intermediate [mIM], normal [mNM], and ultrarapid [mUM] metabolizer). Associations were tested in uni-multivariate models for endoxifen >5.9 ng/ml and for mNM + mUM MP. Results: The main SE was hot flashes (62%). Distribution of the CYP2D6 MP was 4.3% mPM; 14.5% mIM; 75.4% mNM; and 5.8% mUM. Endoxifen >5.9 ng/ml was partially associated with SE (p = 0.06); the mNM + mUM MP was associated with treatment time (p = 0.03). Conclusion: The endoxifen-associated factors in Mexican Mestizo patients remain inconclusive, although treatment time was associated with MP.
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Affiliation(s)
- Rangel-Méndez Jorge-Aarón
- Unidad de Investigación Biomédica, Unidad Médica de Alta Especialidad, Hospital de Especialidades del Centro Médico Nacional "Ignacio García Téllez", Instituto Mexicano del Seguro Social, Calle 41 No. 439, Col. Industrial, Mérida, Yucatán, 97150, México
| | - Rubi-Castellanos Rodrigo
- Centro de Investigaciones Regionales "Dr. Hideyo Noguchi" Calle 96 S/N, Avenida Jacinto Canek y calle 47, Paseo de las Fuentes, Merida, Yucatan, 97225, Mexico
| | - Moo-Puc Rosa Esther
- Unidad de Investigación Biomédica, Unidad Médica de Alta Especialidad, Hospital de Especialidades del Centro Médico Nacional "Ignacio García Téllez", Instituto Mexicano del Seguro Social, Calle 41 No. 439, Col. Industrial, Mérida, Yucatán, 97150, México
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Dickmann LJ, Ware JA. Pharmacogenomics in the age of personalized medicine. DRUG DISCOVERY TODAY. TECHNOLOGIES 2017; 21-22:11-16. [PMID: 27978982 DOI: 10.1016/j.ddtec.2016.11.003] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Revised: 11/07/2016] [Accepted: 11/08/2016] [Indexed: 12/23/2022]
Abstract
The aim of personalized medicine is to offer the right treatment to the right person at the right dose, thus maximizing efficacy and minimizing toxicity for each individual patient. Pharmacogenomic approaches attempt to refine the aim of personalized medicine by utilizing an individual's germline and somatic DNA signatures to guide treatment. In this review, we highlight the current use of pharmacogenomic based biomarker information in drug labeling. We also present several case studies on the implementation of pharmacogenomic strategies in drug discovery and development. Lastly, we comment on current challenges to implementing pharmacogenomic based testing in the clinic.
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Affiliation(s)
- Leslie J Dickmann
- Department of Clinical Pharmacology, Genentech, 1 DNA Way, South San Francisco, CA 94080, United States.
| | - Joseph A Ware
- Department of Clinical Pharmacology, Genentech, 1 DNA Way, South San Francisco, CA 94080, United States
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Gaedigk A, Garcia-Ribera C, Jeong HE, Shin JG, Hernandez-Sanchez J, Hernandez-Sanchez JT. Resolution of a clinical AmpliChip CYP450 Test™ no call: discovery and characterization of novel CYP2D6*1 haplotypes. Pharmacogenomics 2015; 15:1175-84. [PMID: 25141893 DOI: 10.2217/pgs.14.94] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
A Han Chinese patient failed CYP2D6 genotype analysis with the AmpliChip CYP450 Test™. The CYP2D6 gene locus of the patient and her son were extensively genotyped including copy number variation and gene resequencing. Two SNPs were discovered on the patient's CYP2D6*1 allele, -498C>A and 1661G>C, while the son's CYP2D6*1 allele had -498C>A only. AmpliChip failure was attributed to the presence of a CYP2D6*1 allele carrying the 1661G>C SNP. Functional analyses of -498C>A did not reveal altered activity in vitro or in vivo suggesting that both novel CYP2D6*1 subvariants are functional. The implementation of pharmacogenetics-guided drug therapy relies on accurate clinical-grade genotype analysis. Although the AmpliChip is a reliable platform, numerous allelic (sub)variants and gene arrangements are not detected or may trigger no calls. While such cases may be rare, the clinical/genetic testing community must be aware of the challenges of CYP2D6 testing on the AmpliChip platform and implications regarding accuracy of test results.
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Affiliation(s)
- Andrea Gaedigk
- Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Children's Mercy Hospital, 2401 Gilham Road, Kansas City, MO 64108, USA
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Leeder JS, Gaedigk A. CYP2D6 and pharmacogenomics: where does future research need to focus? Part 2: clinical aspects. Pharmacogenomics 2014; 15:1055-8. [DOI: 10.2217/pgs.14.27] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Affiliation(s)
- J Steven Leeder
- Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Department of Pediatrics, Children’s Mercy Kansas City & University of Missouri-Kansas City, 2401 Gillham Rd, Kansas City, MO 64108, USA
| | - Andrea Gaedigk
- Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Department of Pediatrics, Children’s Mercy Kansas City & University of Missouri-Kansas City, 2401 Gillham Rd, Kansas City, MO 64108, USA
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