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Richard-St-Hilaire A, Gamache I, Pelletier J, Grenier JC, Poujol R, Hussin JG. Signatures of Co-evolution and Co-regulation in the CYP3A and CYP4F Genes in Humans. Genome Biol Evol 2024; 16:evad236. [PMID: 38207129 PMCID: PMC10805436 DOI: 10.1093/gbe/evad236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 12/19/2023] [Accepted: 12/22/2023] [Indexed: 01/13/2024] Open
Abstract
Cytochromes P450 (CYP450) are hemoproteins generally involved in the detoxification of the body of xenobiotic molecules. They participate in the metabolism of many drugs and genetic polymorphisms in humans have been found to impact drug responses and metabolic functions. In this study, we investigate the genetic diversity of CYP450 genes. We found that two clusters, CYP3A and CYP4F, are notably differentiated across human populations with evidence for selective pressures acting on both clusters: we found signals of recent positive selection in CYP3A and CYP4F genes and signals of balancing selection in CYP4F genes. Furthermore, an extensive amount of unusual linkage disequilibrium is detected in this latter cluster, indicating co-evolution signatures among CYP4F genes. Several of the selective signals uncovered co-localize with expression quantitative trait loci (eQTL), which could suggest epistasis acting on co-regulation in these gene families. In particular, we detected a potential co-regulation event between CYP3A5 and CYP3A43, a gene whose function remains poorly characterized. We further identified a causal relationship between CYP3A5 expression and reticulocyte count through Mendelian randomization analyses, potentially involving a regulatory region displaying a selective signal specific to African populations. Our findings linking natural selection and gene expression in CYP3A and CYP4F subfamilies are of importance in understanding population differences in metabolism of nutrients and drugs.
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Affiliation(s)
- Alex Richard-St-Hilaire
- Département de biochimie et médecine moléculaire, Université de Montréal, Montreal, QC, Canada
- Sainte-Justine Hospital, Research Center, Montreal, QC, Canada
| | - Isabel Gamache
- Département de biochimie et médecine moléculaire, Université de Montréal, Montreal, QC, Canada
- Montreal Heart Institute, Research Center, Montreal, QC, Canada
| | - Justin Pelletier
- Département de biochimie et médecine moléculaire, Université de Montréal, Montreal, QC, Canada
- McGill CERC in Genomic Medicine, McGill University, Montreal, Canada
| | | | - Raphaël Poujol
- Montreal Heart Institute, Research Center, Montreal, QC, Canada
| | - Julie G Hussin
- Montreal Heart Institute, Research Center, Montreal, QC, Canada
- Département de médecine, Université de Montréal, Montreal, QC, Canada
- Mila-Quebec AI institute, Montreal, QC, Canada
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Sato Y, Hishinuma E, Yamazaki S, Ueda A, Kumondai M, Saito S, Tadaka S, Kinoshita K, Nakayoshi T, Oda A, Maekawa M, Mano N, Hirasawa N, Hiratsuka M. Functional Characterization of 29 Cytochrome P450 4F2 Variants Identified in a Population of 8380 Japanese Subjects and Assessment of Arachidonic Acid ω-Hydroxylation. Drug Metab Dispos 2023; 51:1561-1568. [PMID: 37775333 DOI: 10.1124/dmd.123.001389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 09/04/2023] [Accepted: 09/25/2023] [Indexed: 10/01/2023] Open
Abstract
Cytochrome P450 4F2 (CYP4F2) is an enzyme that is involved in the metabolism of arachidonic acid (AA), vitamin E and K, and xenobiotics including drugs. CYP4F2*3 polymorphism (rs2108622; c.1297G>A; p.Val433Met) has been associated with hypertension, ischemic stroke, and variation in the effectiveness of the anticoagulant drug warfarin. In this study, we characterized wild-type CYP4F2 and 28 CYP4F2 variants, including a Val433Met substitution, detected in 8380 Japanese subjects. The CYP4F2 variants were heterologously expressed in 293FT cells to measure the concentrations of CYP4F2 variant holoenzymes using carbon monoxide-reduced difference spectroscopy, where the wild type and 18 holoenzyme variants showed a peak at 450 nm. Kinetic parameters [Vmax , substrate concentration producing half of Vmax (S50 ), and intrinsic clearance (CL int ) as Vmax /S50 ] of AA ω-hydroxylation were determined for the wild type and 21 variants with enzyme activity. Compared with the wild type, two variants showed significantly decreased CL int values for AA ω-hydroxylation. The values for seven variants could not be determined because no enzymatic activity was detected at the highest substrate concentration used. Three-dimensional structural modeling was performed to determine the reason for reduced enzymatic activity of the CYP4F2 variants. Our findings contribute to a better understanding of CYP4F2 variant-associated diseases and possible future therapeutic strategies. SIGNIFICANCE STATEMENT: CYP4F2 is involved in the metabolism of arachidonic acid and vitamin K, and CYP4F2*3 polymorphisms have been associated with hypertension and variation in the effectiveness of the anticoagulant drug warfarin. This study presents a functional analysis of 28 CYP4F2 variants identified in Japanese subjects, demonstrating that seven gene polymorphisms cause loss of CYP4F2 function, and proposes structural changes that lead to altered function.
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Affiliation(s)
- Yu Sato
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Eiji Hishinuma
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Shuki Yamazaki
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Akiko Ueda
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Masaki Kumondai
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Sakae Saito
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Shu Tadaka
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Kengo Kinoshita
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Tomoki Nakayoshi
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Akifumi Oda
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Masamitsu Maekawa
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Nariyasu Mano
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Noriyasu Hirasawa
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
| | - Masahiro Hiratsuka
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Y.S., M.K., M.M., N.M., N.H., M.H.); Advanced Research Center for Innovations in Next-Generation Medicine (E.H., A.U., S.S., K.K., M.M., N.H., M.H.), Tohoku Medical Megabank Organization (E.H., S.S., S.T., K.K., M.H.), and Laboratory of Pharmacotherapy of Life-Style Related Diseases, Graduate School of Pharmaceutical Sciences (S.Y., M.K., N.H., M.H.), Tohoku University, Sendai, Japan; Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan (T.N.); and Department of Biophysical Chemistry, Faculty of Pharmacy, Meijo University, Nagoya, Japan (A.O.)
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Joshi E, Biddanda A, Popoola J, Yakubu A, Osakwe O, Attipoe D, Dogbo E, Salako B, Nash O, Salako O, Oyedele O, Eze-Echesi G, Fatumo S, Ene-Obong A, O’Dushlaine C. Whole-genome sequencing across 449 samples spanning 47 ethnolinguistic groups provides insights into genetic diversity in Nigeria. CELL GENOMICS 2023; 3:100378. [PMID: 37719143 PMCID: PMC10504631 DOI: 10.1016/j.xgen.2023.100378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 02/23/2023] [Accepted: 07/13/2023] [Indexed: 09/19/2023]
Abstract
African populations have been drastically underrepresented in genomics research, and failure to capture the genetic diversity across the numerous ethnolinguistic groups (ELGs) found on the continent has hindered the equity of precision medicine initiatives globally. Here, we describe the whole-genome sequencing of 449 Nigerian individuals across 47 unique self-reported ELGs. Population structure analysis reveals genetic differentiation among our ELGs, consistent with previous findings. From the 36 million SNPs and insertions or deletions (indels) discovered in our dataset, we provide a high-level catalog of both novel and medically relevant variation present across the ELGs. These results emphasize the value of this resource for genomics research, with added granularity by representing multiple ELGs from Nigeria. Our results also underscore the potential of using these cohorts with larger sample sizes to improve our understanding of human ancestry and health in Africa.
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Affiliation(s)
- Esha Joshi
- 54gene, Inc., 1100 15th St. NW, Washington, DC 20005, USA
| | - Arjun Biddanda
- 54gene, Inc., 1100 15th St. NW, Washington, DC 20005, USA
| | - Jumi Popoola
- 54gene, Inc., 1100 15th St. NW, Washington, DC 20005, USA
| | - Aminu Yakubu
- 54gene, Inc., 1100 15th St. NW, Washington, DC 20005, USA
| | | | - Delali Attipoe
- 54gene, Inc., 1100 15th St. NW, Washington, DC 20005, USA
| | - Estelle Dogbo
- 54gene, Inc., 1100 15th St. NW, Washington, DC 20005, USA
| | | | - Oyekanmi Nash
- Center for Genomics Research and Innovation, National Agency for Biotechnology Development, Abuja 09004, Nigeria
- H3Africa Bioinformatics Network (H3ABioNet) Node, Centre for Genomics Research and Innovation, NABDA/FMST, Abuja 09004, Nigeria
| | - Omolola Salako
- College of Medicine University of Lagos, Lagos 101233, Nigeria
| | | | | | - Segun Fatumo
- H3Africa Bioinformatics Network (H3ABioNet) Node, Centre for Genomics Research and Innovation, NABDA/FMST, Abuja 09004, Nigeria
- The African Computational Genomics (TAGC) Research Group, MRC/UVRI and London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
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Farajzadeh-Dehkordi M, Mafakher L, Samiee-Rad F, Rahmani B. Computational analysis of missense variant CYP4F2*3 (V433M) in association with human CYP4F2 dysfunction: a functional and structural impact. BMC Mol Cell Biol 2023; 24:17. [PMID: 37161313 PMCID: PMC10170697 DOI: 10.1186/s12860-023-00479-0] [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: 10/11/2022] [Accepted: 05/02/2023] [Indexed: 05/11/2023] Open
Abstract
BACKGROUND Cytochrome P450 4F2 (CYP4F2) enzyme is a member of the CYP4 family responsible for the metabolism of fatty acids, therapeutic drugs, and signaling molecules such as arachidonic acid, tocopherols, and vitamin K. Several reports have demonstrated that the missense variant CYP4F2*3 (V433M) causes decreased activity of CYP4F2 and inter-individual variations in warfarin dose in different ethnic groups. However, the molecular pathogenicity mechanism of missense V433M in CYP4F2 at the atomic level has not yet been completely elucidated. METHODS AND RESULTS In the current study, we evaluated the effect of the V433M substitution on CYP4F2 using 14 different bioinformatics tools. Further molecular dynamics (MD) simulations were performed to assess the impact of the V433M mutation on the CYP4F2 protein structure, stability, and dynamics. In addition, molecular docking was used to illustrate the effect of V433M on its interaction with vitamin K1. Based on our results, the CYP4F2*3 variant was a damaging amino acid substitution with a destabilizing nature. The simulation results showed that missense V433M affects the dynamics and stability of CYP4F2 by reducing its compactness and stability, which means that it tends to change the overall structural conformation and flexibility of CYP4F2. The docking results showed that the CYP4F2*3 variant decreased the binding affinity between vitamin K1 and CYP4F2, which reduced the activity of CYP4F2*3 compared to native CYP4F2. CONCLUSIONS This study determined the molecular pathogenicity mechanism of the CYP4F2*3 variant on the human CYP4F2 protein and provided new information for understanding the structure-function relationship of CYP4F2 and other CYP4 enzymes. These findings will aid in the development of effective drugs and treatment options.
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Affiliation(s)
- Mahvash Farajzadeh-Dehkordi
- Department of Molecular Medicine, Faculty of Medical School, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Ladan Mafakher
- Thalassemia & Hemoglobinopathy Research center, Health research institute, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran.
- Department of Pathology, Faculty of Medical School, Qazvin University of Medical Sciences, Qazvin, Iran.
| | - Fatemeh Samiee-Rad
- Department of Pathology, Faculty of Medical School, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Babak Rahmani
- Department of Molecular Medicine, Faculty of Medical School, Qazvin University of Medical Sciences, Qazvin, Iran.
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Farajzadeh-Dehkordi M, Samiee-Rad F, Farzam SS, Javadi A, Cheraghi S, Hamedi-Asl D, Rahmani B. Evaluation of a warfarin dosing algorithm including CYP2C9, VKORC1, and CYP4F2 polymorphisms and non-genetic determinants for the Iranian population. Pharmacol Rep 2023; 75:695-704. [PMID: 37039974 DOI: 10.1007/s43440-023-00476-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 02/28/2023] [Accepted: 03/03/2023] [Indexed: 04/12/2023]
Abstract
BACKGROUND The response to warfarin, as an oral anticoagulant agent, varies widely among patients from different ethnic groups. In this study, we tried to ascertain and determine the relationship between non-genetic factors and genetic polymorphisms with warfarin therapy; we then proposed a new warfarin dosing prediction algorithm for the estimation of drug sensitivity and resistance in the Iranian population. METHODS Overall, 200 warfarin-treated patients with stable doses were recruited, the demographic and clinical characteristics were documented, and genotyping was done using a sequencing assay. RESULTS The outcomes of our investigation showed that the genetic polymorphisms of VKORC1(-1639 G > A), CYP2C9*3, CYP2C9*2, amiodarone use, and increasing age were found to be related to a significantly lower mean daily warfarin dose. In contrast, the CYP4F2*3 variant and increased body surface area were linked with an increased dose of warfarin in the Iranians. Our descriptive model could describe 56.5% of the variability in response to warfarin. This population-specific dosing model performed slightly better than other previously published warfarin algorithms for our patient's series. Furthermore, our findings provided the suggestion that incorporating the CYP4F2*3 variant into the dosing algorithm could result in a more precise calculation of warfarin dose requirements in the Iranian population. CONCLUSIONS We proposed and validated a population-specific dosing algorithm based on genetic and non-genetic determinants for Iranian patients and evaluated its performance. Accordingly, by using this newly developed algorithm, prescribers could make more informed decisions regarding the treatment of Iranian patients with warfarin.
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Affiliation(s)
- Mahvash Farajzadeh-Dehkordi
- Cellular and Molecular Research Center, Institute for Prevention of Non-Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, Iran
- Department of Molecular Medicine, Faculty of Medical School, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Fatemeh Samiee-Rad
- Cellular and Molecular Research Center, Institute for Prevention of Non-Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, Iran
- Department of Pathology, Faculty of Medical School, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Seyed Saeed Farzam
- Department of Cardiovascular Surgery, Faculty of Medicine, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Amir Javadi
- Department of Social Sciences, School of Medicine, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Sara Cheraghi
- Institute of Endocrinology and Metabolism, Iran University of Medical Sciences, Tehran, Iran
| | - Dariush Hamedi-Asl
- Cellular and Molecular Research Center, Institute for Prevention of Non-Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, Iran
- Department of Molecular Medicine, Faculty of Medical School, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Babak Rahmani
- Cellular and Molecular Research Center, Institute for Prevention of Non-Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, Iran.
- Department of Molecular Medicine, Faculty of Medical School, Qazvin University of Medical Sciences, Qazvin, Iran.
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6
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Babayeva M, Azzi B, Loewy ZG. Pharmacogenomics Informs Cardiovascular Pharmacotherapy. Methods Mol Biol 2022; 2547:201-240. [PMID: 36068466 DOI: 10.1007/978-1-0716-2573-6_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Precision medicine exemplifies the emergence of personalized treatment options which may benefit specific patient populations based upon their genetic makeup. Application of pharmacogenomics requires an understanding of how genetic variations impact pharmacokinetic and pharmacodynamic properties. This particular approach in pharmacotherapy is helpful because it can assist in and improve clinical decisions. Application of pharmacogenomics to cardiovascular pharmacotherapy provides for the ability of the medical provider to gain critical knowledge on a patient's response to various treatment options and risk of side effects.
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Affiliation(s)
| | | | - Zvi G Loewy
- Touro College of Pharmacy, New York, NY, USA.
- School of Medicine, New York Medical College, Valhalla, NY, USA.
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Sambyalova AY, Bairova TA, Belyaeva EV, Ershova OA, Sargaeva DS, Kolesnikov SI. CYP2C9, CYP4F2, VKORC1 Gene Polymorphism in Buryat Population. RUSS J GENET+ 2021. [DOI: 10.1134/s1022795420120121] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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8
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Lo C, Nguyen S, Yang C, Witt L, Wen A, Liao TV, Nguyen J, Lin B, Altman RB, Palaniappan L. Pharmacogenomics in Asian Subpopulations and Impacts on Commonly Prescribed Medications. Clin Transl Sci 2020; 13:861-870. [PMID: 32100936 PMCID: PMC7485947 DOI: 10.1111/cts.12771] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 01/07/2020] [Indexed: 12/17/2022] Open
Abstract
Asians as a group comprise > 60% the world's population. There is an incredible amount of diversity in Asian and admixed populations that has not been addressed in a pharmacogenetic context. The known pharmacogenetic differences in Asian subgroups generally represent previously known variants that are present at much lower or higher frequencies in Asians compared with other populations. In this review we summarize the main drugs and known genes that appear to have differences in their pharmacogenetic properties in certain Asian populations. Evidence-based guidelines and summary statistics from the US Food and Drug Administration and the Clinical Pharmacogenetics Implementation Consortium were analyzed for ethnic differences in outcomes. Implicated drugs included commonly prescribed drugs such as warfarin, clopidogrel, carbamazepine, and allopurinol. The majority of these associations are due to Asians more commonly being poor metabolizers of cytochrome P450 (CYP) 2C19 and carriers of the human leukocyte antigen (HLA)-B*15:02 allele. The relative risk increase was shown to vary between genes and drugs, but could be > 100-fold higher in Asians. Specifically, there was a 172-fold increased risk of Stevens-Johnson syndrome and toxic epidermal necrolysis with carbamazepine use among HLA-B*15:02 carriers. The effects ranged from relatively benign reactions such as reduced drug efficacy to severe cutaneous skin reactions. These reactions are severe and prevalent enough to warrant pharmacogenetic testing and appropriate changes in dose and medication choice for at-risk populations. Further studies should be done on Asian cohorts to more fully understand pharmacogenetic variants in these populations and to clarify how such differences may influence drug response.
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Affiliation(s)
- Cody Lo
- Faculty of MedicineUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | | | - Christine Yang
- School of MedicineStanford UniversityPalo AltoCaliforniaUSA
| | - Lana Witt
- School of MedicineStanford UniversityPalo AltoCaliforniaUSA
| | - Alice Wen
- School of MedicineStanford UniversityPalo AltoCaliforniaUSA
| | | | | | - Bryant Lin
- Division of Primary Care and Population HealthSchool of MedicineStanford UniversityPalo AltoCaliforniaUSA
| | - Russ B. Altman
- Department of Biomedical Data ScienceStanford UniversityPalo AltoCaliforniaUSA
- Department of Biomedical Engineering, Genetics and MedicineStanford UniversityPalo AltoCaliforniaUSA
| | - Latha Palaniappan
- Division of Primary Care and Population HealthSchool of MedicineStanford UniversityPalo AltoCaliforniaUSA
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9
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Liu Y, Zhang R, Li Z, Zhou J, Yang T, Yang C, Huang X, Zhang Y, Shi S. Lack of effect of Imrecoxib, an innovative and moderate COX-2 inhibitor, on pharmacokinetics and pharmacodynamics of warfarin in healthy volunteers. Sci Rep 2019; 9:15774. [PMID: 31673051 PMCID: PMC6823368 DOI: 10.1038/s41598-019-51755-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 10/07/2019] [Indexed: 01/10/2023] Open
Abstract
Imrecoxib is a registered treatment for osteoarthritis pain symptoms in China. This study aims to assess the effect of imrecoxib on the pharmacodynamics and pharmacokinetics of warfarin. 12 healthy male volunteers with CYP2C9*3 AA and VKORC1 AA genotypes took a 5 mg dose of warfarin both alone and concomitantly with steady-state imrecoxib. Both warfarin alone and concomitantly with imrecoxib have safey and good tolerance across the trial. Following warfarin and imrecoxib co-administration, neither Cmax, AUC0-t and t1/2 of warfarin enantiomers nor AUC of international normalized ratio (INR) were markedly different from those of warfarin alone. The geometric mean ratios (GMRs) (warfarin + imrecoxib: warfarin alone) of INR(AUC) was 1 (0.99, 1.01). The GMRs of warfarin AUC0-∞ (90% confidence interval, CIs) for warfarin + imrecoxib: warfarin alone were 1.12 (1.08, 1.16) for R-warfarin and 1.13 (1.07, 1.18) for S- warfarin. The 90% CIs of the GMRs of AUC0-∞, Cmax and INR (AUC) were all within a 0.8–1.25 interval. The combination of warfarin and imrecoxib did not impact the pharmacodynamics and pharmacokinetics of single-dose warfarin; therefore, when treating a patient with imrecoxib and warfarin, it is not required to adjust the dosage of warfarin.
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Affiliation(s)
- Yani Liu
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Organization for Pharmaceutical Products, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Rui Zhang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Organization for Pharmaceutical Products, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Zhongfang Li
- Clinical Research Organization for Pharmaceutical Products, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Jiali Zhou
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Organization for Pharmaceutical Products, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Tingyu Yang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Organization for Pharmaceutical Products, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Chunxiao Yang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Organization for Pharmaceutical Products, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xixi Huang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Organization for Pharmaceutical Products, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Yu Zhang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.,Clinical Research Organization for Pharmaceutical Products, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Shaojun Shi
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China. .,Clinical Research Organization for Pharmaceutical Products, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
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10
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Li J, Yang W, Xie Z, Yu K, Chen Y, Cui K. Impact of VKORC1, CYP4F2 and NQO1 gene variants on warfarin dose requirement in Han Chinese patients with catheter ablation for atrial fibrillation. BMC Cardiovasc Disord 2018; 18:96. [PMID: 29776386 PMCID: PMC5960187 DOI: 10.1186/s12872-018-0837-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2017] [Accepted: 05/09/2018] [Indexed: 02/05/2023] Open
Abstract
Background The anticoagulation of atrial fibrillation catheter ablation during the perioperative stage does matter and should be treated with discretion. We aimed to assess impact of three important genes participating in vitamin K cycle (i.e. VKORC1 rs9923231, CYP4F2 rs2108622 and NQO1 rs1800566) on the daily stable warfarin dose requirement in Sichuan Han Chinese patients with catheter ablation of atrial fibrillation. Methods A total of 222 atrial fibrillation patients taking stable warfarin therapy after catheter ablation operation were enrolled in this study. The study population included had high (≥2) risk according to the CHA2DS2-VASc risk score. Genotypes of VKORC1 rs9923231, CYP4F2 rs2108622 and NQO1 rs1800566 were analyzed by using the polymerase chain reaction restriction fragment length polymorphism method (PCR-RFLP). Multiple linear regression analysis was applied to depict the impact of VKORC1 rs9923231, CYP4F2 rs2108622 and NQO1 rs1800566 on the daily stable warfarin dose requirement. Results Carriers of VKORC1 rs9923231 AG/GG genotypes required significantly higher warfarin dose (3.03 ± 0.28 mg/day, 7.19 mg/day, respectively) than AA carriers (2.52 ± 0.07 mg/day; P < 0.001). Carriers of CYP4F2 rs2108622 CT/TT genotypes required significantly higher warfarin dose (3.38 ± 0.22 mg/day, 2.79 ± 0.19 mg/day, respectively) than CC carriers (2.41 ± 0.08 mg/day; P < 0.001). However, the warfarin dose for carriers of NQO1 rs1800566 CT/TT genotypes (2.46 ± 0.24 mg/day, 3.01 ± 0.27 mg/day, respectively) was not significantly higher than that for the CC carriers (2.33 ± 0.1 mg/day). The multiple linear regression model including genotypes and demographic characteristics, could explain 20.1% of individual variations in the daily stable warfarin dose in Sichuan Han Chinese. VKORC1 rs9923231 contributed most (15%) to the individual variations in daily stable warfarin dose, while CYP4F2 rs2108622 contributed least (3%). Conclusion NQO1 rs1800566 is not a significant genetic factor of warfarin dose for Han Chinese, whereas VKORC1 rs9923231 and CYP4F2 rs2108622 are significant genetic factors, which could explain 15% and approximately 3% of individual variations in the daily stable warfarin dose respectively.
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Affiliation(s)
- Jiao Li
- College of Life Science, Sichuan Normal University, Chengdu, People's Republic of China
| | - Wenlong Yang
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Zhonghui Xie
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Kun Yu
- State Key Laboratory of Biotherapy/Collaborative Innovation Center for Biotherapy, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Yuhua Chen
- Department of Cardiac Surgery, West China Hospital of Sichuan University, Chengdu, China
| | - Kaijun Cui
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China.
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11
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Chumnumwat S, Yi K, Lucksiri A, Nosoongnoen W, Chindavijak B, Chulavatnatol S, Sarapakdi A, Nathisuwan S. Comparative performance of pharmacogenetics-based warfarin dosing algorithms derived from Caucasian, Asian, and mixed races in Thai population. Cardiovasc Ther 2018; 36. [DOI: 10.1111/1755-5922.12315] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Revised: 11/17/2017] [Accepted: 12/07/2017] [Indexed: 01/16/2023] Open
Affiliation(s)
- Supatat Chumnumwat
- Department of Pharmacy; Faculty of Pharmacy; Mahidol University; Bangkok Thailand
| | - Kong Yi
- Department of Pharmacy; Faculty of Pharmacy; Mahidol University; Bangkok Thailand
| | - Aroonrut Lucksiri
- Department of Pharmaceutical Care; Faculty of Pharmacy; Chiangmai University; Chiangmai Thailand
| | - Wichit Nosoongnoen
- Department of Pharmacy; Faculty of Pharmacy; Mahidol University; Bangkok Thailand
| | - Busba Chindavijak
- Department of Pharmacy; Faculty of Pharmacy; Mahidol University; Bangkok Thailand
| | | | - Ajjima Sarapakdi
- Department of Pharmacy; Faculty of Medicine Siriraj Hospital; Mahidol University; Bangkok Thailand
| | - Surakit Nathisuwan
- Department of Pharmacy; Faculty of Pharmacy; Mahidol University; Bangkok Thailand
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12
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Ju S, Gao Y, Cao X, Zhang XF, Yan CC, Liu FT. Association Between the Lower Extremity Deep Venous Thrombosis, the Warfarin Maintenance Dose, and CYP2C9*3, CYP2D6*10, and CYP3A5*3 Genetic Polymorphisms: A Case-Control Study. Genet Test Mol Biomarkers 2017; 21:539-546. [PMID: 28872889 DOI: 10.1089/gtmb.2017.0090] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE This study explored the association between the CYP2C9*3/CYP2D6*10/CYP3A5*3 genetic polymorphisms with lower extremity deep venous thrombosis (LEDVT) and the warfarin maintenance dose. METHODS Five hundred thirty-six patients who were pathologically diagnosed with LEDVT after surgery were included in the LEDVT group. At the same time, 540 patients without LEDVT who underwent surgery were recruited as the control group. Patients were given warfarin at an initial dose of 2.5-3.0 mg. Blood samples were collected to detect the initial and stable international normalized ratio (INR) values. The warfarin maintenance dose was obtained if the INR remained within a range of 2.0-3.0 for 3 consecutive days. The genotype distribution and haplotype analysis of the CYP2C9*3/CYP2D6*10/CYP3A5*3 alleles were analyzed using polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) testing and SHEsis software, respectively. Logistic regression analysis was used to analyze the risk and protective factors for LEDVT. RESULTS The A/G genotypes, G/G genotypes, and G allele of CYP3A5*3 in the LEDVT group were observed with increased frequency compared with the control group. The LEDVT group displayed a higher ACG haplotype frequency, and lower ACA and ATA haplotype frequencies than the control group. Age, diabetes, low-density lipoprotein, CYP3A5*3 and the ACG haplotype were independent risk factors for LEDVT. High-density lipoprotein and the ACA haplotype were independent protective factors for LEDVT. The genotype distributions of the CYP2C9*3, CYP2D6*10, and CYP3A5*3 genetic polymorphisms were associated with the warfarin maintenance dose. CONCLUSION The CYP3A5*3 genetic polymorphism may be an important risk factor for LEDVT. Moreover, CYP2C9*3, CYP2D6*10, and CYP3A5*3 are associated with the warfarin maintenance dose.
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Affiliation(s)
- Shang Ju
- Department of Peripheral Vascular, Beijing University of Chinese Medicine Dongzhimen Hospital , Beijing, China
| | - Yu Gao
- Department of Peripheral Vascular, Beijing University of Chinese Medicine Dongzhimen Hospital , Beijing, China
| | - Xin Cao
- Department of Peripheral Vascular, Beijing University of Chinese Medicine Dongzhimen Hospital , Beijing, China
| | - Xiao-Fu Zhang
- Department of Peripheral Vascular, Beijing University of Chinese Medicine Dongzhimen Hospital , Beijing, China
| | - Cheng-Cheng Yan
- Department of Peripheral Vascular, Beijing University of Chinese Medicine Dongzhimen Hospital , Beijing, China
| | - Feng-Tong Liu
- Department of Peripheral Vascular, Beijing University of Chinese Medicine Dongzhimen Hospital , Beijing, China
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13
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The effect of GGCX and CYP4F2 gene polymorphisms in genotype-guided dosing of warfarin in patients with a history of cardiac surgery. JOURNAL OF PHARMACEUTICAL INVESTIGATION 2017. [DOI: 10.1007/s40005-016-0295-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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14
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Development of a novel individualized warfarin dose algorithm based on a population pharmacokinetic model with improved prediction accuracy for Chinese patients after heart valve replacement. Acta Pharmacol Sin 2017; 38:434-442. [PMID: 28216623 DOI: 10.1038/aps.2016.163] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2016] [Accepted: 11/15/2016] [Indexed: 12/25/2022] Open
Abstract
The gene-guided dosing strategy of warfarin generally leads to over-dose in patients at doses lower than 2 mg/kg, and only 50% of individual variability in daily stable doses can be explained. In this study, we developed a novel population pharmacokinetic (PK) model based on a warfarin dose algorithm for Han Chinese patients with valve replacement for improving the dose prediction accuracy, especially in patients with low doses. The individual pharmacokinetic (PK) parameter - apparent clearance of S- and R-warfarin (CLs) was obtained after establishing and validating the population PK model from 296 recruited patients with valve replacement. Then, the individual estimation of CLs, VKORC1 genotypes, the steady-state international normalized ratio (INR) values and age were used to describe the maintenance doses by multiple linear regression for 144 steady-state patients. The newly established dosing algorithm was then validated in an independent group of 42 patients and was compared with other dosing algorithms for the accuracy and precision of prediction. The final regression model developed was as follows: Dose=-0.023×AGE+1.834×VKORC1+0.952×INR+2.156×CLs (the target INR value ranges from 1.8 to 2.5). The validation of the algorithm in another group of 42 patients showed that the individual variation rate (71.6%) was higher than in the gene-guided dosing models. The over-estimation rate in patients with low doses (<2 mg/kg) was lower than the other dosing methods. This novel dosing algorithm based on a population PK model improves the predictive performance of the maintenance dose of warfarin, especially for low dose (<2 mg/d) patients.
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15
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Shendre A, Brown TM, Liu N, Hill CE, Beasley TM, Nickerson DA, Limdi NA. Race-Specific Influence of CYP4F2 on Dose and Risk of Hemorrhage Among Warfarin Users. Pharmacotherapy 2016; 36:263-72. [PMID: 26877068 DOI: 10.1002/phar.1717] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
OBJECTIVE The p.V433M in cytochrome P450 4F2 (rs2108622, CYP4F2*3) is associated with a higher warfarin dose and lower risk of hemorrhage among European Americans. We evaluate the influence of CYP4F2*3 on warfarin dose, time to target international normalized ratio (INR), and stable dose, proportion of time spent in target range (PTTR), as well as the risk of overanticoagulation and hemorrhage among European and African Americans. DESIGN CYP4F2*3 was genotyped in 1238 patients initiated on warfarin in a prospective inception cohort. Multivariable linear regression was used to assess warfarin dose and PTTR; proportional hazards analysis was performed to evaluate time to target INR and stable dose, overanticoagulation, and hemorrhage. SETTING Two outpatient anticoagulation clinics. PARTICIPANTS A total of 1238 anticoagulated patients. OUTCOMES Warfarin dose (mg/day), time to target INR and stable dose, PTTR, overanticoagulation (INR more than 4), and major hemorrhage. RESULTS Minor allele frequency for the CYP4F2*3 variant was 30.3% among European Americans and 8.4% among African Americans. CYP4F2*3 was associated with higher dose among European Americans but not African Americans. Compared to CYP4F2*1/*1, *1/*3 was associated with a statistically nonsignificant increase in dose (4.5%, p=0.22) and *3/*3 was associated with a statistically significant increase in dose (13.2%, p=0.02). CYP4F2 genotype did not influence time to target INR, time to stable dose, or PTTR in either race group. CYP4F2*3/*3 was associated with a 31% lower risk of over anticoagulation (p=0.06). Incidence of hemorrhage was lower among participants with CYP4F2 *3/*3 compared with *1/*3 or *1/*1 (incidence rate ratio = 0.45, 95% confidence interval 0.14-1.11, p=0.09). After controlling for covariates, CYP4F2 *3/*3 was associated with a 52% lower risk of hemorrhage, although this was not statistically significant (p=0.24). CONCLUSION Possession of CYP4F2*3 variant influences warfarin dose among European Americans but not African Americans. The CYP4F2-dose, CYP4F2-overanticoagulation, and CYP4F2-hemorrhage association follows a recessive pattern with possession of CYP4F2*3/*3 genotype likely demonstrating a protective effect. These findings need further confirmation.
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Affiliation(s)
- Aditi Shendre
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Todd M Brown
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Nianjun Liu
- Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, Alabama
| | - Charles E Hill
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia
| | - T Mark Beasley
- Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, Alabama
| | - Deborah A Nickerson
- Genome Sciences, School of Medicine, University of Washington, Seattle, Washington
| | - Nita A Limdi
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama
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16
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Sun X, Yu WY, Ma WLE, Huang LH, Yang GP. Impact of the CYP4F2 gene polymorphisms on the warfarin maintenance dose: A systematic review and meta-analysis. Biomed Rep 2016; 4:498-506. [PMID: 27073641 DOI: 10.3892/br.2016.599] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Accepted: 01/28/2016] [Indexed: 11/06/2022] Open
Abstract
Warfarin is an oral anticoagulant with significant interpatient variability in dosage. A large number of studies have confirmed that the individual warfarin dose is mainly affected by the cytochrome P450 complex subunit 2C9 and vitamin K epoxide reductase complex subunit 1. However, the association between cytochrome P450 4F2 (CYP4F2) gene polymorphisms and warfarin dosage in the Asian population remains controversial. To investigate the impact of the CYP4F2 polymorphism rs2108622 (p.V433M) on warfarin dose requirement, a systematic review and meta-analysis were conducted. According to the strict inclusion and exclusion criteria set, a comprehensive literature search was performed, and the studies published before August 5, 2015 were searched for in PubMed, EMBASE and the China National Knowledge Infrastructure databases. The references were checked by two independent reviewers. The association between the warfarin maintenance dose and CYP4F2 polymorphism was analyzed. Twenty-two studies were included in the meta-analysis. Compared with the CYP4F2 genotype CC, carriers of the CT and TT genotypes required a 9 [95% confidence interval (CI): 6.0-13.0] and 20% (95% CI, 13.0-27.0) higher warfarin dose, respectively. In the combined analysis, T carriers (CT+TT) required an 11% (95% CI, 8.0-14.0) higher warfarin dose compared to the CC genotype. In addition, there was a 10% (95% CI, 5.0-15.0) higher warfarin dose in TT carriers compared to the CT genotype (all P<0.05). The results of the meta-analysis suggest that the effects of the CYP4F2 polymorphism on individual warfarin dose have a statistically significant difference, and the effect degree is variable in the subgroups. Further studies are expected to explore whether the pharmacogenetics model including the CYP4F2 polymorphism can strengthen the prediction of warfarin dose.
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Affiliation(s)
- Xue Sun
- Center of Clinical Pharmacology, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, P.R. China; School of Pharmaceutical Science, Central South University, Changsha, Hunan 410013, P.R. China
| | - Wan-Ying Yu
- Center of Clinical Pharmacology, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, P.R. China; School of Pharmaceutical Science, Central South University, Changsha, Hunan 410013, P.R. China
| | - Wan-LE Ma
- Center of Clinical Pharmacology, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, P.R. China
| | - Li-Hua Huang
- Center for Medical Experiments, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, P.R. China
| | - Guo-Ping Yang
- Center of Clinical Pharmacology, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, P.R. China
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18
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Clinical Practice Recommendations on Genetic Testing of CYP2C9 and VKORC1 Variants in Warfarin Therapy. Ther Drug Monit 2015; 37:428-36. [DOI: 10.1097/ftd.0000000000000192] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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19
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Sipeky C, Weber A, Melegh BI, Matyas P, Janicsek I, Szalai R, Szabo I, Varnai R, Tarlos G, Ganczer A, Melegh B. Interethnic variability of CYP4F2 (V433M) in admixed population of Roma and Hungarians. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2015; 40:280-283. [PMID: 26176903 DOI: 10.1016/j.etap.2015.05.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2015] [Revised: 05/13/2015] [Accepted: 05/16/2015] [Indexed: 06/04/2023]
Abstract
AIMS Pharmacogenetic based dosing recommendations are provided in FDA-approved warfarin label for Caucasians. Evidence of notable difference in dosing algorithms of under-represented populations forced us to explore the genetic variability of CYP4F2 gene in Roma and Hungarian populations. PATIENTS AND METHODS 484 Roma, 493 Hungarian untreated subjects were genotyped for the CYP4F2*3 (rs2108622) variant by PCR-RFLP assay. RESULTS AND DISCUSSION We firstly report, that frequencies of the CYP4F2 rs2108622 GG, GA, AA genotypes and A allele in the Roma population were 46.5%, 42.6%, 10.9% and 32.2%; in Hungarians 50.1%, 42.2%, 7.7% and 22.8%, respectively. Bearing of two minor alleles of CYP4F2 missense variant (AA genotype) modestly explains inter-ethnic differences of studied populations (p<0.08). CYP4F2*3 (V433M) risk allele frequency of Roma (0.32) was in higher range, and of Hungarians (0.23) in lower range, as compared with other world populations. CONCLUSIONS Roma have an elevated chance for higher mean warfarin dose, besides a decreased risk of major bleeding events in long-term warfarin use.
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Affiliation(s)
- Csilla Sipeky
- University of Pecs, Clinical Centre, Department of Medical Genetics, Szigeti 12, H-7624 Pecs, Hungary; Human Genetic and Pharmacogenetic Research Group, Janos Szentagothai Research Centre, Ifjusag 20, H-7624 Pecs, Hungary.
| | - Agnes Weber
- B.A.Z County Hospital and University Teaching Hospital, Szentpeteri Gate 72-76, H-3526 Miskolc, Hungary
| | - Bela I Melegh
- University of Pecs, Clinical Centre, Department of Medical Genetics, Szigeti 12, H-7624 Pecs, Hungary
| | - Petra Matyas
- University of Pecs, Clinical Centre, Department of Medical Genetics, Szigeti 12, H-7624 Pecs, Hungary
| | - Ingrid Janicsek
- University of Pecs, Clinical Centre, Department of Medical Genetics, Szigeti 12, H-7624 Pecs, Hungary
| | - Renata Szalai
- University of Pecs, Clinical Centre, Department of Medical Genetics, Szigeti 12, H-7624 Pecs, Hungary; Human Genetic and Pharmacogenetic Research Group, Janos Szentagothai Research Centre, Ifjusag 20, H-7624 Pecs, Hungary
| | - Istvan Szabo
- University of Pecs, Clinical Centre, Department of Medical Genetics, Szigeti 12, H-7624 Pecs, Hungary
| | - Reka Varnai
- University of Pecs, Institute of Family Medicine, Akac str. 1, H-7632 Pecs, Hungary
| | - Greta Tarlos
- University of Pecs, Clinical Centre, Department of Medical Genetics, Szigeti 12, H-7624 Pecs, Hungary
| | - Alma Ganczer
- University of Pecs, Clinical Centre, Department of Medical Genetics, Szigeti 12, H-7624 Pecs, Hungary
| | - Bela Melegh
- University of Pecs, Clinical Centre, Department of Medical Genetics, Szigeti 12, H-7624 Pecs, Hungary; Human Genetic and Pharmacogenetic Research Group, Janos Szentagothai Research Centre, Ifjusag 20, H-7624 Pecs, Hungary
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Abstract
The emergence of personalized medicine mandates a complete understating of DNA sequence variation that modulates drug response. Initial forays have been made in the cardiac arena, yet much remains to be elucidated in the pharmacogenetics of cardiac drugs. Most progress has been made in describing DNA sequence variation related to the anticoagulant warfarin and the antiplatelet drug clopidogrel. This includes a description of DNA sequence variation that underlies pharmacokinetic and pharmacodynamic variability, the impact of such variation on predicting hard outcomes, and the ability of genotype-guided prescription to facilitate rapid titration to a therapeutic range while avoiding unnecessary high plasma levels. Nuanced prescription will require a complete inventory of DNA sequence variants that underlie drug-related side effects.
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Sequence and analysis of a whole genome from Kuwaiti population subgroup of Persian ancestry. BMC Genomics 2015; 16:92. [PMID: 25765185 PMCID: PMC4336699 DOI: 10.1186/s12864-015-1233-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2014] [Accepted: 01/12/2015] [Indexed: 12/30/2022] Open
Abstract
Background The 1000 Genome project paved the way for sequencing diverse human populations. New genome projects are being established to sequence underrepresented populations helping in understanding human genetic diversity. The Kuwait Genome Project an initiative to sequence individual genomes from the three subgroups of Kuwaiti population namely, Saudi Arabian tribe; “tent-dwelling” Bedouin; and Persian, attributing their ancestry to different regions in Arabian Peninsula and to modern-day Iran (West Asia). These subgroups were in line with settlement history and are confirmed by genetic studies. In this work, we report whole genome sequence of a Kuwaiti native from Persian subgroup at >37X coverage. Results We document 3,573,824 SNPs, 404,090 insertions/deletions, and 11,138 structural variations. Out of the reported SNPs and indels, 85,939 are novel. We identify 295 ‘loss-of-function’ and 2,314 ’deleterious’ coding variants, some of which carry homozygous genotypes in the sequenced genome; the associated phenotypes include pharmacogenomic traits such as greater triglyceride lowering ability with fenofibrate treatment, and requirement of high warfarin dosage to elicit anticoagulation response. 6,328 non-coding SNPs associate with 811 phenotype traits: in congruence with medical history of the participant for Type 2 diabetes and β-Thalassemia, and of participant’s family for migraine, 72 (of 159 known) Type 2 diabetes, 3 (of 4) β-Thalassemia, and 76 (of 169) migraine variants are seen in the genome. Intergenome comparisons based on shared disease-causing variants, positions the sequenced genome between Asian and European genomes in congruence with geographical location of the region. On comparison, bead arrays perform better than sequencing platforms in correctly calling genotypes in low-coverage sequenced genome regions however in the event of novel SNP or indel near genotype calling position can lead to false calls using bead arrays. Conclusions We report, for the first time, reference genome resource for the population of Persian ancestry. The resource provides a starting point for designing large-scale genetic studies in Peninsula including Kuwait, and Persian population. Such efforts on populations under-represented in global genome variation surveys help augment current knowledge on human genome diversity. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1233-x) contains supplementary material, which is available to authorized users.
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Li S, Zou Y, Wang X, Huang X, Sun Y, Wang Y, Dong L, Jiang H. Warfarin dosage response related pharmacogenetics in Chinese population. PLoS One 2015; 10:e0116463. [PMID: 25594941 PMCID: PMC4296935 DOI: 10.1371/journal.pone.0116463] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2014] [Accepted: 12/10/2014] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVES As the most frequently prescribed anticoagulant, warfarin has large inter-individual variability in dosage. Genetic polymorphisms could largely explain the differences in dosage requirement. rs9923231 (VKORC1), rs7294 (VKORC1), rs1057910 (CYP2C9), rs2108622 (CYP4F2), and rs699664 (GGCX) involved in the warfarin action mechanism and the circulatory vitamin K were selected to investigate their polymorphism characteristics and their effects on the pharmacodynamics and pharmacokinetics of warfarin in Chinese population. METHODS 220 patients with cardiac valve replacement were recruited. International normalized ratio and plasma warfarin concentrations were determined. The five genetic polymorphisms were genotyping by pyro-sequencing. The relationships of maintenance dose, plasma warfarin concentration and INR were assessed among groups categorized by genotypes. RESULTS rs9923231 and rs7294 in VKORC1 had the analogous genotype frequencies (D': 0.969). 158 of 220 recruited individuals had the target INR (1.5-2.5). Patients with AA of rs9923231 and CC of rs7294 required a significantly lower maintenance dose and plasma concentration than those with AG and TC, respectively. The mean weekly maintenance dose was also significantly lower in CYP2C9 rs1057910 mutated heterozygote than in patients with the wild homozygote. Eliminating the influence from environment factors (age, body weight and gender), rs9923231 and rs1057910 could explain about 32.0% of the variability in warfarin maintenance dose; rs7294 could explain 26.7% of the variability in plasma concentration. For patients with allele G of rs9923231 and allele T of rs7294, higher plasma concentration was needed to achieve the similar goal INR. CONCLUSIONS A better understanding of the genetic variants in individuals can be the foundation of warfarin dosing algorithm and facilitate the reasonable and effective use of warfarin in Chinese.
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Affiliation(s)
- Siyue Li
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, P. R. China
| | - Yuangao Zou
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, P. R. China
| | - Xia Wang
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, P. R. China
| | - Xunbei Huang
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, P. R. China
| | - Yong Sun
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, P. R. China
| | - Yuqing Wang
- Department of Cardiac Surgery, West China Hospital, Sichuan University, Chengdu, P. R. China
| | - Li Dong
- Department of Cardiac Surgery, West China Hospital, Sichuan University, Chengdu, P. R. China
- * E-mail: (LD); (HJ)
| | - Hong Jiang
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, P. R. China
- * E-mail: (LD); (HJ)
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Krajčíová Ľ, Petrovič R, Déžiová Ľ, Chandoga J, Turčáni P. Frequency of selected single nucleotide polymorphisms influencing the warfarin pharmacogenetics in Slovak population. Eur J Haematol 2014; 93:320-8. [DOI: 10.1111/ejh.12348] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/14/2014] [Indexed: 12/29/2022]
Affiliation(s)
- Ľubica Krajčíová
- 1st Department of Neurology; University Hospital; Bratislava Slovakia
- Institute of Medical Biology, Genetics and Clinical Genetics; Comenius University Faculty of Medicine and University Hospital; Bratislava Slovakia
| | - Robert Petrovič
- Institute of Medical Biology, Genetics and Clinical Genetics; Comenius University Faculty of Medicine and University Hospital; Bratislava Slovakia
| | - Ľudmila Déžiová
- Institute of Medical Biology, Genetics and Clinical Genetics; Comenius University Faculty of Medicine and University Hospital; Bratislava Slovakia
| | - Ján Chandoga
- Institute of Medical Biology, Genetics and Clinical Genetics; Comenius University Faculty of Medicine and University Hospital; Bratislava Slovakia
| | - Peter Turčáni
- 1st Department of Neurology; University Hospital; Bratislava Slovakia
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Kumar DK, Shewade DG, Manjunath S, Ushakiran P, Reneega G, Adithan C. Inter and intra ethnic variation of vitamin K epoxide reductase complex and cytochrome P450 4F2 genetic polymorphisms and their prevalence in South Indian population. INDIAN JOURNAL OF HUMAN GENETICS 2013; 19:301-10. [PMID: 24339542 PMCID: PMC3841554 DOI: 10.4103/0971-6866.120817] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND: Genetic variation in the vitamin K epoxide reductase complex (VKORC1) and cytochrome P450 4F2 (CYP4F2) genes were found to be strongly associated with the oral anticoagulant (OA) dose requirement. The distribution of genetic variation in these two genes was found to show large inter- and intra-ethnic difference. MATERIALS AND METHODS: A total of 470 unrelated, healthy volunteers of South Indians of either sex (age: 18-60 years) were enrolled for the study. A 5 ml of venous blood was collected and the genomic deoxyribonucleic acid (DNA) was extracted by using phenol-chloroform extraction method. Real-time quantitative polymerase chain reaction (RT-PCR) method was used for genotyping. RESULTS: The variant allele frequencies of VKORC1 rs2359612 (T), rs8050894 (C), rs9934438 (T) and rs9923231 (A) were found to be 11.0%, 11.8%, 11.7% and 12.0%, respectively. The variant allele VKORC1 rs7294 was (80.1%) more frequent and the variant allele CYP4F2 * 3 was found to be 41.8% in South Indians. The allele, genotype and haplotype frequencies of VKORC1 and CYP4F2 gene were distinct from other compared HapMap populations (P < 0.0001). CONCLUSION: The findings of our study provide the basic genetic information for further pharmacogenetic based investigation of OA therapy in the population.
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Affiliation(s)
- Dhakchinamoorthi Krishna Kumar
- Department of Pharmacology, Indian Council of Medical Research Centre for Advance Research in Pharmacogenomics, Jawaharlal Institute of Postgraduate Medical Education and Research, Pondicherry, India
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Fisch AS, Perry CG, Stephens SH, Horenstein RB, Shuldiner AR. Pharmacogenomics of anti-platelet and anti-coagulation therapy. Curr Cardiol Rep 2013; 15:381. [PMID: 23797323 DOI: 10.1007/s11886-013-0381-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Arterial thrombosis is a major component of vascular disease, especially myocardial infarction (MI) and stroke. Current anti-thrombotic therapies such as warfarin and clopidogrel are effective in inhibiting cardiovascular events; however, there is great inter-individual variability in response to these medications. In recent years, it has been recognized that genetic factors play a significant role in drug response, and, subsequently, common variants in genes responsible for metabolism and drug action have been identified. These discoveries along with new diagnostic targets and therapeutic strategies hold promise for more effective individualized anti-coagulation and anti-platelet therapy.
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Affiliation(s)
- Adam S Fisch
- Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, and the Program in Personalized and Genomic Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA.
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Abstract
PURPOSE OF REVIEW To review the most promising genetic markers associated with the variability in the safety or efficacy of warfarin and clopidogrel and highlight the verification and validation initiatives for translating clopidogrel and warfarin pharmacogenetic tests to clinical practice. RECENT FINDINGS Rapid advances in pharmacogenetics, continuous decrease in genotyping cost, development of point-of-care devices and the newly established clinical genotyping programs at several institutions hold the promise of individualizing clopidogrel and warfarin based on genotype. Guidelines have been established to assist clinicians in prescribing clopidogrel or warfarin dose based on genotype. However, the clinical utility of clopidogrel and warfarin is still limited. Accordingly, large randomized clinical trials are underway to define the role of clopidogrel and warfarin pharmacogenetics in clinical practice. SUMMARY Pharmacogenetics has offered compelling evidence toward the individualization of clopidogrel and warfarin therapies. The rapid advances in technology make the clinical implementation of clopidogrel and warfarin pharmacogenetics possible. The clinical genotyping programs and the ongoing clinical trials will help in overcoming some of the barriers facing the clinical implementation of clopidogrel and warfarin pharmacogenetics.
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Krishna Kumar D, Shewade DG, Loriot MA, Beaune P, Balachander J, Sai Chandran BV, Adithan C. Effect of CYP2C9, VKORC1, CYP4F2 and GGCX genetic variants on warfarin maintenance dose and explicating a new pharmacogenetic algorithm in South Indian population. Eur J Clin Pharmacol 2013; 70:47-56. [PMID: 24019055 DOI: 10.1007/s00228-013-1581-x] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Accepted: 08/22/2013] [Indexed: 12/22/2022]
Abstract
OBJECTIVE To determine the influence of genetic polymorphisms on warfarin maintenance dose and to explicate an algorithm using the pharmacogenetic and clinical factors to determine the maintenance and/or starting dose of warfarin in South Indian patients receiving warfarin therapy. METHODS Patients receiving stabilized warfarin therapy (n=257) were included in the study. Single nucleotide polymorphisms (SNPs) of CYP2C9 (rs1799853 and rs1057910), VKORC1 (rs9923231, rs7196161, rs2884737, rs9934438, rs8050894, rs2359612 and rs7294), CYP4F2 (rs2108622) and GGCX (rs11676382) were genotyped by the quantitative real time-PCR method. RESULTS The mean daily maintenance dose of warfarin was found to be 4.7 ± 2.1 mg/day. Patients with the CYP2C9*1/*2, *1/*3 and *2/*3 variant genotypes required a 51.0 (2.8 mg), 60.9 (2.3 mg) and 62.2 % (2.2 mg) lower daily maintenance dose of warfarin, respectively, than those patients with the CYP2C9*1/*1 wild-type genotype (5.2 mg) (p<0.0001). The genetic variants of CYP2C9, VKORC1 and GGCX were associated with decreased warfarin dose, except for rs7196161, rs7294 and rs2108622 which were associated with an increased warfarin dose. Genetic variations of CYP2C9 (*2 and *3), VKORC1 (rs9923231, rs7294, rs9934438 and rs2359612), CYP4F2, GGCX and non-genetic factors such as age, body weight, clinical status (post mechanical valve replacement) could explain up to 62.1 % of the overall variation (adjusted r (2) 60.2 %, p<0.0001) in warfarin maintenance dose. CONCLUSION Genetic polymorphisms of CYP2C9, VKORC1, CYP4F2 and GGCX are important predictive factors of warfarin maintenance dose, and the developed algorithm will be useful to predict the required maintenance and/or starting warfarin dose in South Indian populations.
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Affiliation(s)
- Dhakchinamoorthi Krishna Kumar
- Department of Pharmacology, Jawaharlal Institute of Postgraduate Medical Education & Research (JIPMER), Pondicherry, 605 006, India,
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Bress A, Patel SR, Perera MA, Campbell RT, Kittles RA, Cavallari LH. Effect of NQO1 and CYP4F2 genotypes on warfarin dose requirements in Hispanic-Americans and African-Americans. Pharmacogenomics 2013; 13:1925-35. [PMID: 23215885 DOI: 10.2217/pgs.12.164] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
AIM The objective of this study was to determine the additional contribution of NQO1 and CYP4F2 genotypes to warfarin dose requirements across two racial groups after accounting for known clinical and genetic predictors. PATIENTS & METHODS The following were assessed in a cohort of 260 African-Americans and 53 Hispanic-Americans: clinical data; NQO1 p.P187S (*1/*2); CYP2C9*2, *3, *5, *6, *8 and *11; CYP4F2 p.V433M; and VKORC1 c.-1639G>A genotypes. RESULTS Both the CYP4F2 433M (0.23 vs 0.06; p < 0.05) and NQO1*2 (0.27 vs 0.18; p < 0.05) allele frequencies were higher in Hispanic-Americans compared with African-Americans. Multiple regression analysis in the Hispanic-American cohort revealed that each CYP4F2 433M allele was associated with a 22% increase in warfarin maintenance dose (p = 0.019). Possession of the NQO1*2 allele was associated with a 34% increase in warfarin maintenance dose (p = 0.004), while adjusting for associated genetic (CYP2C9, CYP4F2 and VKORC1) and clinical factors. In this population, the inclusion of CYP4F2 and NQO1*2 genotypes improved the dose variability explained by the model from 0.58 to 0.68 (p = 0.001), a 17% relative improvement. By contrast, there was no association between CYP4F2 or NQO1*2 genotype and therapeutic warfarin dose in African-Americans after adjusting for known genetic and clinical predictors. CONCLUSION In our cohort of inner-city Hispanic-Americans, the CYP4F2 and NQO1*2 genotypes significantly contributed to warfarin dose requirements. If our findings are confirmed, they would suggest that inclusion of the CYP4F2 and NQO1*2 genotypes in warfarin dose prediction algorithms may improve the predictive ability of such algorithms in Hispanic-Americans.
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Affiliation(s)
- Adam Bress
- Department of Pharmacy Practice, University of Illinois at Chicago, 833 S Wood St, Rm 164, Chicago, IL 60612-7230, USA
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Shah RR, Shah DR. Personalized medicine: is it a pharmacogenetic mirage? Br J Clin Pharmacol 2013; 74:698-721. [PMID: 22591598 DOI: 10.1111/j.1365-2125.2012.04328.x] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The notion of personalized medicine has developed from the application of the discipline of pharmacogenetics to clinical medicine. Although the clinical relevance of genetically-determined inter-individual differences in pharmacokinetics is poorly understood, and the genotype-phenotype association data on clinical outcomes often inconsistent, officially approved drug labels frequently include pharmacogenetic information concerning the safety and/or efficacy of a number of drugs and refer to the availability of the pharmacogenetic test concerned. Regulatory authorities differ in their approach to these issues. Evidence emerging subsequently has generally revealed the pharmacogenetic information included in the label to be premature. Revised drugs labels, together with a flurry of other collateral activities, have raised public expectations of personalized medicine, promoted as 'the right drug at the right dose the first time.' These expectations place the prescribing physician in a dilemma and at risk of litigation, especially when evidence-based information on genotype-related dosing schedules is to all intent and purposes non-existent and guidelines, intended to improve the clinical utility of available pharmacogenetic information or tests, distance themselves from any responsibility. Lack of efficacy or an adverse drug reaction is frequently related to non-genetic factors. Phenoconversion, arising from drug interactions, poses another often neglected challenge to any potential success of personalized medicine by mimicking genetically-determined enzyme deficiency. A more realistic promotion of personalized medicine should acknowledge current limitations and emphasize that pharmacogenetic testing can only improve the likelihood of diminishing a specific toxic effect or increasing the likelihood of a beneficial effect and that application of pharmacogenetics to clinical medicine cannot adequately predict drug response in individual patients.
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Impact of the CYP4F2 p.V433M polymorphism on coumarin dose requirement: systematic review and meta-analysis. Clin Pharmacol Ther 2012; 92:746-56. [PMID: 23132553 DOI: 10.1038/clpt.2012.184] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
A systematic review and a meta-analysis were performed to quantify the accumulated information from genetic association studies investigating the impact of the CYP4F2 rs2108622 (p.V433M) polymorphism on coumarin dose requirement. An additional aim was to explore the contribution of the CYP4F2 variant in comparison with, as well as after stratification for, the VKORC1 and CYP2C9 variants. Thirty studies involving 9,470 participants met prespecified inclusion criteria. As compared with CC-homozygotes, T-allele carriers required an 8.3% (95% confidence interval (CI): 5.6-11.1%; P < 0.0001) higher mean daily coumarin dose than CC homozygotes to reach a stable international normalized ratio (INR). There was no evidence of publication bias. Heterogeneity among studies was present (I(2) = 43%). Our results show that the CYP4F2 p.V433M polymorphism is associated with interindividual variability in response to coumarin drugs, but with a low effect size that is confirmed to be lower than those contributed by VKORC1 and CYP2C9 polymorphisms.
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Personalized cardiovascular medicine: status in 2012. Can J Cardiol 2012; 28:693-9. [PMID: 23036280 DOI: 10.1016/j.cjca.2012.08.020] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2012] [Revised: 08/27/2012] [Accepted: 08/27/2012] [Indexed: 12/12/2022] Open
Abstract
Personalized medicine is the tailoring of the diagnosis, prevention, and treatment to the characteristics of each individual patient. In this review, we provide a status report on genetic variants that influence therapy with antiplatelet agents, warfarin, and statins. Resistance to clopidogrel, an antiplatelet therapy, has been shown to be present in 25% to 30% of Caucasians and an even higher percentage in Asians. Part of this resistance is because of the CYP2C19*2 allele. Administering clopidogrel on the basis of previous genetic testing remains controversial. A recent breakthrough in point-of-care genetic testing for clopidogrel might be significant, not only for genetic testing for clopidogrel, but for the whole of personalized medicine. Genetic testing for aspirin resistance is not yet recommended because of incomplete genetic data. Studies to determine the value of genetic testing before the administration of warfarin are ongoing. Testing for SLCO1B1 allele for individuals with muscle cramps who are taking statins could be very helpful but is not yet recommended as routine. Pharmacogenetics has the potential to customize therapy and move away from the current model of 1 drug fits all.
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Hirai K, Hayashi H, Ono Y, Izumiya K, Tanaka M, Suzuki T, Sakamoto T, Itoh K. Influence of CYP4F2 polymorphisms and plasma vitamin K levels on warfarin sensitivity in Japanese pediatric patients. Drug Metab Pharmacokinet 2012; 28:132-7. [PMID: 22892446 DOI: 10.2133/dmpk.dmpk-12-rg-078] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The aim of this study was to reveal the contribution of CYP4F2, CYP2C9, and VKORC1 genetic polymorphisms on the pharmacokinetics and pharmacodynamics of warfarin in Japanese pediatric patients. Genetic analyses of CYP4F2 (rs2108622), CYP2C9 (*2 and *3), and VKORC1 (-1639G>A) were performed, and plasma unbound warfarin, vitamin K1 (VK1), and menaquinone-4 (MK-4) concentrations were determined in 37 Japanese pediatric patients. The patients with CYP4F2 variant alleles C/T and T/T scored significantly lower values for the warfarin sensitivity index (INR/Cpss) and had significantly higher plasma concentrations of MK-4 than patients with the CYP4F2 allele C/C. Moreover, the plasma MK-4 concentration was negatively correlated with the warfarin sensitivity index. In contrast, the VKORC1 genetic polymorphism did not influence the warfarin sensitivity index. In patients with the CYP2C9 *3 allele, the unbound oral clearance values (normalized to body surface area) for S-warfarin were found to be significantly lower than in patients with the wild-type allele. In conclusion, CYP4F2 genetic polymorphism and plasma MK-4 concentration influence the pharmacodynamics of warfarin, suggesting a mechanism though which CYP4F2 genotype affects warfarin dose.
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Affiliation(s)
- Keita Hirai
- Department of Clinical Pharmacology & Genetics, School of Pharmaceutical Sciences, University of Shizuoka, and Department of Pharmacy, Shizuoka Children's Hospital, Shizuoka, Japan
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Responsiveness to low-dose warfarin associated with genetic variants of VKORC1, CYP2C9, CYP2C19, and CYP4F2 in an Indonesian population. Eur J Clin Pharmacol 2012; 69:395-405. [DOI: 10.1007/s00228-012-1356-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2012] [Accepted: 07/11/2012] [Indexed: 02/04/2023]
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Clinical Application of Cardiovascular Pharmacogenetics. J Am Coll Cardiol 2012; 60:9-20. [DOI: 10.1016/j.jacc.2012.01.067] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2011] [Revised: 01/05/2012] [Accepted: 01/18/2012] [Indexed: 11/18/2022]
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Abstract
Warfarin is a commonly used oral anticoagulant with a narrow therapeutic range and large interindividual variability in daily dose. Compared with Caucasians, Chinese are known to require lower doses of warfarin. Differences between Caucasians and Chinese in the allelic frequencies of two genes, CYP2C9 and VKORC1, largely explain the difference in dose requirement. There are other genetic polymorphisms that may further explain the response to warfarin. The VKORC1 genotype is an important determinant of response to warfarin in Chinese, but some genetic variants found in other ethnic groups that have a large effect on warfarin response and dosing are not commonly found in Chinese. Therefore, it is important to recognize and beware of ethnic differences in the pharmacogenetics of the response to warfarin, especially in the design of algorithms to aid dosing in clinical practice.
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Affiliation(s)
- May P S Lam
- Department of Medicine Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong, China
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Impact of CYP2C9*3, VKORC1-1639, CYP4F2rs2108622 genetic polymorphism and clinical factors on warfarin maintenance dose in Han-Chinese patients. J Thromb Thrombolysis 2012; 34:120-5. [DOI: 10.1007/s11239-012-0725-7] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Liang R, Wang C, Zhao H, Huang J, Hu D, Sun Y. Influence of CYP4F2 genotype on warfarin dose requirement-a systematic review and meta-analysis. Thromb Res 2011; 130:38-44. [PMID: 22192158 DOI: 10.1016/j.thromres.2011.11.043] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2011] [Revised: 09/30/2011] [Accepted: 11/24/2011] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Warfarin is a commonly used oral anticoagulant and the dosage is individually adjusted on the basis of the international normalized ratio (INR) monitoring. It is well known that gene polymorphisms of CytochromeP450 (CYP) 2C9 gene and the vitamin K epoxide reductase complex 1 (VKORC1) were significantly associated with warfarin dose. However, the association between Cytochrome P450 4F2 (CYP4F2) polymorphism and warfarin dose requirement is still controversial. This study was to investigate the influence of the CYP4F2 polymorphism, V433M (rs2108622) on warfarin dose for patients by meta-analysis. METHODS Strict inclusion and exclusion criteria were set, and the studies prior to December 19, 2010 were searched in PubMed, EMBASE and CNKI. References were examined and experts of primary studies were consulted for additional information. Revman 5.0.2 software was used to analyze the relationship between warfarin maintenance dose and CYP4F2 polymorphism RESULTS Thirteen studies were included in the meta-analysis which consisted of Caucasian, Asian and African populations. Compared to individuals with the homozygous CYP4F2 genotype (CC), carriers of CT, TT genotypes required 10.0% (95% confidence interval(CI) 4.0-15.0) and 21.0% (95% CI 9.0-33.0) higher warfarin doses respectively (P value <0.05). In addition, T carriers required 11.0% (95% CI 6.0-17.0) higher warfarin dose than CC genotype. CONCLUSIONS Our study showed that polymorphism of CYP4F2 had a moderate but statistically significant association with the variation of interindividual warfarin dose. However, whether CYP4F2 can improve the prediction of warfarin dose warrants need further investigation when combined with environmental factors.
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Affiliation(s)
- Ruijuan Liang
- Heart Center, Peking University People's Hospital, Beijing, China
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Zhang X, Li L, Ding X, Kaminsky LS. Identification of cytochrome P450 oxidoreductase gene variants that are significantly associated with the interindividual variations in warfarin maintenance dose. Drug Metab Dispos 2011; 39:1433-9. [PMID: 21562147 DOI: 10.1124/dmd.111.038836] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Cytochrome P450 oxidoreductase (POR) is required for drug metabolism by all microsomal cytochrome P450 enzymes. The aim of this study was to investigate whether any of the common single nucleotide polymorphisms (SNPs) in the POR gene and its flanking intergenic sequences correlate with interindividual variations in the warfarin maintenance dose (which is determined partly by rates of warfarin metabolism) in patients undergoing anticoagulation therapy. Warfarin dose and patients' demographic and clinical information were collected from 124 patients, who had attained a stable warfarin dose while receiving treatment at the Stratton VA Medical Center. Genomic DNAs were isolated from blood samples and were genotyped for 15 SNPs (including 10 SNPs on the POR gene). Association analysis was performed on 122 male patients by linear regression. Simple regression analysis revealed that vitamin K epoxide reductase complex subunit 1 (VKORC1) -1639A>G, CYP2C9*2, CYP2C9*3, age, and chronic aspirin therapy were significantly associated with warfarin dose. In contrast, multiple regression analysis revealed that, in addition to several known factors contributing to the variations in warfarin maintenance dose (VKORC1 -1639A>G, CYP2C9*2, CYP2C9*3, CYP4F2 rs2108622, and chronic aspirin therapy), three common POR SNPs (-173C>A, -208C>T, and rs2868177) were also significantly associated with variations in warfarin maintenance dose. These results indicate, for the first time, that three common SNPs in the POR gene may contribute to the interindividual variability in warfarin maintenance dose. Further studies on functional characterization of the POR SNPs identified, including their impact on the in vivo metabolism of additional drugs, are needed.
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Affiliation(s)
- Xiuling Zhang
- Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509, USA
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