201
|
Influence of warfarin dose-associated genotypes on the risk of hemorrhagic complications in Chinese patients on warfarin. Int J Hematol 2012; 96:719-28. [PMID: 23104259 DOI: 10.1007/s12185-012-1205-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2012] [Revised: 10/10/2012] [Accepted: 10/10/2012] [Indexed: 10/27/2022]
Abstract
This study was designed to evaluate the effect of the warfarin dose-associated genotypes, CYP2C9*3 (rs1057910), VKORC1 -1639 G/A (rs9923231), and CYP4F2 1347 C/T (rs2108622), on hemorrhagic complications in Han Chinese patients. Consecutively recruited patients requiring more than 1 year of warfarin treatment were followed from the initiation of warfarin anticoagulation for at least 3 months. CYP2C9*3, VKORC1 -1639 G/A, and CYP4F2 1347 C/T were genotyped by sequencing. The association between genotypes and warfarin hemorrhagic complications was evaluated using Cox proportional hazard regression, adjusted for demographic and clinical factors. Of 312 eligible patients obtaining stable warfarin anticoagulation in 3 months, 11 major and 69 minor hemorrhages occurred over 147 person-years. The CYP2C9*3 genotype conferred an increased risk of all [hazard ratio (HR) 3.07, 95 % confidence interval (CI) 1.57-6.01] and minor hemorrhage (HR 3.28, 95 % CI 1.62-6.65), but not major hemorrhage (HR 0.44, 95 % CI 0.04-4.72). CYP2C9*3 also conferred an increased risk of over-anticoagulation with international normalization ratio (INR) ≥4 (HR 2.92, 95 % CI 1.08-7.85). VKORC1 -1639 G/A, and CYP4F2 rs2108622 did not confer significant increase in risk for hemorrhage or over-anticoagulation. Kaplan-Meier curves showed that time to all hemorrhagic events was significantly shorter for patients with CYP2C9*3 genotype than non-carriers (P = 0.001), but not for patients with VKORC1 -1639 G/A or CYP4F2 rs2108622 genotype (P = 0.3 and 0.2). CYP2C9*3 may be the main genetic factor in hemorrhagic complications in Chinese patients under warfarin anticoagulation.
Collapse
|
202
|
Skov J, Bladbjerg EM, Jespersen J. Influence of the VKORC1 3730 G > A polymorphism on warfarin dose. Eur J Clin Pharmacol 2012; 69:1043-4. [DOI: 10.1007/s00228-012-1430-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2012] [Accepted: 10/04/2012] [Indexed: 10/27/2022]
|
203
|
Fung E, Patsopoulos NA, Belknap SM, O'Rourke DJ, Robb JF, Anderson JL, Shworak NW, Moore JH. Effect of genetic variants, especially CYP2C9 and VKORC1, on the pharmacology of warfarin. Semin Thromb Hemost 2012; 38:893-904. [PMID: 23041981 DOI: 10.1055/s-0032-1328891] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
The genes encoding the cytochrome P450 2C9 enzyme (CYP2C9) and vitamin K-epoxide reductase complex unit 1 (VKORC1) are major determinants of anticoagulant response to warfarin. Together with patient demographics and clinical information, they account for approximately one-half of the warfarin dose variance in individuals of European descent. Recent prospective and randomized controlled trial data support pharmacogenetic guidance with their use in warfarin dose initiation and titration. Benefits from pharmacogenetics-guided warfarin dosing have been reported to extend beyond the period of initial dosing, with supportive data indicating benefits to at least 3 months. The genetic effects of VKORC1 and CYP2C9 in African and Asian populations are concordant with those in individuals of European ancestry; however, frequency distribution of allelic variants can vary considerably between major populations. Future randomized controlled trials in multiethnic settings using population-specific dosing algorithms will allow us to further ascertain the generalizability and cost-effectiveness of pharmacogenetics-guided warfarin therapy. Additional genome-wide association studies may help us to improve and refine dosing algorithms and potentially identify novel biological pathways.
Collapse
Affiliation(s)
- Erik Fung
- Section of Cardiology, Heart & Vascular Center, Lebanon, New Hampshire 03756, USA.
| | | | | | | | | | | | | | | |
Collapse
|
204
|
John JM, Herrington DM. Maintenance warfarin dose varies according to two haplotypes of the vitamin K epoxide reductase gene. Future Cardiol 2012; 2:29-32. [PMID: 19804128 DOI: 10.2217/14796678.2.1.29] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Evaluation of: Effect of VKORC1 haplotypes on transcriptional regulation and warfarin dose. Rieder MJ, Reiner AP, Gage BF et al.: N. Engl. J. Med. 352(22) 2285-2293 (2005). Reider and colleagues examined the association between ten single nucleotide polymorphisms in the vitamin K epoxide reductase complex (VKORC)1 gene and maintenance warfarin dose in patients of European ancestry requiring chronic anticoagulation. Two haplotype groups were associated with warfarin dose after adjusting for covariates using stepwise regression analysis. Together, these two haplotype groups accounted for approximately 25% of the variance in dose. Future research will be required in other populations to evaluate the association of VKORC1 haplotypes and warfarin dose, and to evaluate whether adjusting warfarin dose based on VKORC1 haplotype is superior to standard dosing strategies with respect to the efficacy and safety of warfarin.
Collapse
Affiliation(s)
- Jerry M John
- Wake Forest University School of Medicine, Department of Internal Medicine, Division of Cardiology, Medical Center Boulevard, Winston-Salem, NC 27157, USA.
| | | |
Collapse
|
205
|
Do EJ, Lenzini P, Eby CS, Bass AR, McMillin GA, Stevens SM, Woller SC, Pendleton RC, Anderson JL, Proctor P, Nunley RM, Davila-Roman V, Gage BF. Genetics informatics trial (GIFT) of warfarin to prevent deep vein thrombosis (DVT): rationale and study design. THE PHARMACOGENOMICS JOURNAL 2012; 12:417-24. [PMID: 21606949 PMCID: PMC3175019 DOI: 10.1038/tpj.2011.18] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2010] [Revised: 04/12/2011] [Accepted: 04/18/2011] [Indexed: 11/09/2022]
Abstract
The risk of venous thromboembolism (VTE) is higher after the total hip or knee replacement surgery than after almost any other surgical procedure; warfarin sodium is commonly prescribed to reduce this peri-operative risk. Warfarin has a narrow therapeutic window with high inter-individual dose variability and can cause hemorrhage. The genetics-informatics trial (GIFT) of warfarin to prevent deep vein thrombosis (DVT) is a 2 × 2 factorial-design, randomized controlled trial designed to compare the safety and effectiveness of warfarin-dosing strategies. GIFT will answer two questions: (1) does pharmacogenetic (PGx) dosing reduce the rate of adverse events in orthopedic patients; and (2) is a lower target international normalized ratio (INR) non-inferior to a higher target INR in orthopedic participants? The composite primary endpoint of the trial is symptomatic and asymptomatic VTE (identified on screening ultrasonography), major hemorrhage, INR ≥ 4, and death.
Collapse
Affiliation(s)
- Elizabeth J. Do
- Dept of Internal Medicine, Washington University, St. Louis, MO, USA
| | - Petra Lenzini
- Dept of Internal Medicine, Washington University, St. Louis, MO, USA
| | - Charles S. Eby
- Dept of Internal Medicine, Washington University, St. Louis, MO, USA
- Dept of Pathology, Washington University, St Louis, MO, USA
| | | | | | | | | | | | | | - Pam Proctor
- Dept of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Ryan M. Nunley
- Dept of Orthopedic Surgery, Washington University, St. Louis, MO, USA
| | | | - Brian F. Gage
- Dept of Internal Medicine, Washington University, St. Louis, MO, USA
| |
Collapse
|
206
|
Belozerceva LA, Voronina EN, Kokh NV, Tsvetovskay GA, Momot AP, Lifshits GI, Filipenko ML, Shevela AI, Vlasov VV. Personalized approach of medication by indirect anticoagulants tailored to the patient-Russian context: what are the prospects? EPMA J 2012; 3:10. [PMID: 23016735 PMCID: PMC3492156 DOI: 10.1186/1878-5085-3-10] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2012] [Accepted: 09/19/2012] [Indexed: 11/26/2022]
Abstract
Indirect anticoagulants such as warfarin are the ‘gold standard’ for prevention and treatment of thromboembolic complications in patients at risk (in atrial fibrillation of valvular and nonvalvular etiology, the presence of artificial heart valves, orthopedic and trauma interventions, and other pathological conditions). A wide range of doses required to achieve a therapeutic effect indicates the need for a personalized approach to the appointment of warfarin. In addition to the dependence on the patient's clinical characteristics (sex, age, smoking status, diagnosis), there is a clear association between the warfarin dose and the carriage of certain allelic variants of key genes that makes it possible to apply molecular genetic testing for individual dose adjustment. This provides a more rapid target anticoagulant effect and also reduces the risk of bleeding associated with a possible overdose of warfarin. Implementation of this approach will allow more wide and safe application of indirect anticoagulants in Russia for needy patients.
Collapse
Affiliation(s)
- Liliya Alexandrovna Belozerceva
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences (RAS ICBFM), Ac, Lavrentiev 8, Novosibirsk, 630090, Russia.
| | | | | | | | | | | | | | | | | |
Collapse
|
207
|
Jorgensen AL, FitzGerald RJ, Oyee J, Pirmohamed M, Williamson PR. Influence of CYP2C9 and VKORC1 on patient response to warfarin: a systematic review and meta-analysis. PLoS One 2012; 7:e44064. [PMID: 22952875 PMCID: PMC3430615 DOI: 10.1371/journal.pone.0044064] [Citation(s) in RCA: 118] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2012] [Accepted: 07/30/2012] [Indexed: 01/13/2023] Open
Abstract
Background Warfarin is a highly effective anticoagulant however its effectiveness relies on maintaining INR in therapeutic range. Finding the correct dose is difficult due to large inter-individual variability. Two genes, CYP2C9 and VKORC1, have been associated with this variability, leading to genotype-guided dosing tables in warfarin labeling. Nonetheless, it remains unclear how genotypic information should be used in practice. Navigating the literature to determine how genotype will influence warfarin response in a particular patient is difficult, due to significant variation in patient ethnicity, outcomes investigated, study design, and methodological rigor. Our systematic review was conducted to enable fair and accurate interpretation of which variants affect which outcomes, in which patients, and to what extent. Methodology/Principal Findings A comprehensive search strategy was applied and 117 studies included. Primary outcomes were stable dose, time to stable dose and bleeding events. Methodological quality was assessed using criteria of Jorgensen and Williamson and data synthesized in meta-analyses using advanced methods. Pooled effect estimates were significant in most ethnic groups for CYP2C9*3 and stable dose (mutant types requiring between 1.1(0.7–1.5) and 2.3 (1.6–3.0)mg/day). Effect estimates were also significant for VKORC1 and stable dose for most ethnicities, although direction differed between asians and non-asians (mutant types requiring between 0.8(0.4–1.3) and 1.5(1.1–1.8)mg/day more in asians and between 1.5(0.7–2.2) and 3.1(2.7–3.6)mg/day less in non-asians). Several studies were excluded due to inadequate data reporting. Assessing study quality highlighted significant variability in methodological rigor. Notably, there was significant evidence of selective reporting, of outcomes and analysis approaches. Conclusions/Significance Genetic associations with warfarin response vary between ethnicities. In order to achieve unbiased estimates in different populations, a high level of methodological rigor must be maintained and studies should report sufficient data to enable inclusion in meta-analyses. We propose minimum reporting requirements, suggest methodological guidelines and provide recommendations for reducing the risk of selective reporting.
Collapse
Affiliation(s)
- Andrea L Jorgensen
- Department of Biostatistics, Shelley's Cottage, University of Liverpool, Liverpool, United Kingdom.
| | | | | | | | | |
Collapse
|
208
|
Wang Y, Chen J, Zhang Y, Bin L, Sun K, Yu W, Liu J, Zhang C, Shen H, Hou Z, Yu F, Hui R. VKORC1 rs2359612C allele is associated with increased risk of coronary artery disease in the presence of coronary calcification. Hum Genet 2012; 132:29-37. [PMID: 22915323 DOI: 10.1007/s00439-012-1222-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2012] [Accepted: 08/08/2012] [Indexed: 12/25/2022]
Abstract
VKORC1 genetic polymorphisms affect warfarin dose response, aortic calcification, and the susceptibility of coronary artery disease as shown in our previous study. Little is known regarding the association of VKORC1 polymorphisms with coronary artery calcification (CAC) and the role of CAC in the association with coronary artery disease (CAD). Due to a natural haplotype block in the VKORC1 gene in Chinese, polymorphism rs2359612 was analyzed in a case-control study and a prospective study. The case-control study included 464 CAD patients with non-calcified plaque (NCP), 562 CAD patients with mixed calcified plaque (MCP), 492 subjects with calcified plaque (CP), and 521 controls. The rs2359612C was only associated with increased risk of MCP, the CAD in the presence of CAC; the odds ratio was 1.397 (95 % CI 1.008-1.937, P < 0.05), which was replicated in the second independent population. On the contrary, a negative correlation was observed between rs2359612 and log-transformed Agatston score, and rs2359612 was negatively associated with the number of calcified vessels. Moreover, in a prospective study including 849 CAD patients undergoing revascularization, rs2359612C predicted a higher incidence of cardiovascular events in MCP subgroup; the relative risk was 1.435 (95 % CI 1.008-2.041, P = 0.045), which was not observed in the NCP subgroup. We conclude that the rs2359612C was associated with a higher risk of CAD in the presence of CAC and a higher incidence of cardiovascular events in CAD patients with CAC, but a lower coronary calcification. VKORC1 polymorphisms may be associated with the endophenotype of CAD, calcification-related atherosclerosis.
Collapse
Affiliation(s)
- Yibo Wang
- Sino-German Laboratory for Molecular Medicine, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
209
|
|
210
|
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]
|
211
|
Borgman MP, Pendleton RC, McMillin GA, Reynolds KK, Vazquez S, Freeman A, Wilson A, Valdes R, Linder MW. Prospective pilot trial of PerMIT versus standard anticoagulation service management of patients initiating oral anticoagulation. Thromb Haemost 2012; 108:561-9. [PMID: 22836303 DOI: 10.1160/th12-03-0159] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2012] [Accepted: 05/25/2012] [Indexed: 11/05/2022]
Abstract
We performed a randomised pilot trial of PerMIT, a novel decision support tool for genotype-based warfarin initiation and maintenance dosing, to assess its efficacy for improving warfarin management. We prospectively studied 26 subjects to compare PerMIT-guided management with routine anticoagulation service management. CYP2C9 and VKORC1 genotype results for 13 subjects randomly assigned to the PerMIT arm were recorded within 24 hours of enrolment. To aid in INR interpretation, PerMIT calculates estimated loading and maintenance doses based on a patient's genetic and clinical characteristics and displays calculated S-warfarin plasma concentrations based on planned or administered dosages. In comparison to control subjects, patients in the PerMIT study arm demonstrated a 3.6-day decrease in the time to reach a stabilised INR within the target therapeutic range (4.7 vs. 8.3 days, p = 0.015); a 12.8% increase in time spent within the therapeutic interval over the first 25 days of therapy (64.3% vs. 55.3%, p = 0.180); and a 32.9% decrease in the frequency of warfarin dose adjustments per INR measurement (38.3% vs. 57.1%, p = 0.007). Serial measurements of plasma S-warfarin concentrations were also obtained to prospectively evaluate the accuracy of the pharmacokinetic model during induction therapy. The PerMIT S-warfarin plasma concentration model estimated 62.8% of concentrations within 0.15 mg/l. These pilot data suggest that the PerMIT method and its incorporation of genotype/phenotype information may help practitioners increase the safety, efficacy, and efficiency of warfarin therapeutic management.
Collapse
|
212
|
Rathore SS, Agarwal SK, Pande S, Singh SK, Mittal T, Mittal B. Pharmacogenetic aspects of coumarinic oral anticoagulant therapies. Indian J Clin Biochem 2012; 26:222-9. [PMID: 22754184 DOI: 10.1007/s12291-011-0133-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2011] [Accepted: 04/17/2011] [Indexed: 10/18/2022]
Abstract
Coumarinic oral-anticoagulants (COAs) are commonly used for treatment of thromboembolic events. However, these medications have a narrow therapeutic range and there are large inter-individual variations in drug response. This is especially important in the initial phases of oral-anticoagulant therapy. Recent advancements in pharmacogenetics have established that clinical outcomes in oral-anticoagulant therapy are affected by genetic factors. The allelic variants of genes like cytochrome P450 2C9 (CYP2C9) and vitamin K epoxide reductase complex subunit 1 (VKORC1) are closely associated with maintenance dose of oral anti-coagulants. In addition, GGCX (Gamma-glutamyl carboxylase) polymorphism at position 12970 (rs11676382), CYP4F2 (rs2108622; V433M; 1347 C > T) and Apolipoprotein E (APOE) variants have been shown to explain a small but significant influence on dose requirements. There are large differences in the frequencies of these polymorphisms between different world populations which are also related to the requirements of oral anticoagulants. However, the final drug dosage in an individual is determined by complex sets of genetic and environmental factors and several dosing algorithms which combine clinical and genetic parameters to predict therapeutic COA doses have also been developed. The algorithm based dose prediction shows the importance of pharmacogenetic testing in patients undergoing oral anticoagulant therapies.
Collapse
|
213
|
Lacut K, Ayme-Dietrich E, Gourhant L, Poulhazan E, Andro M, Becquemont L, Mottier D, Le Gal G, Verstuyft C. Impact of genetic factors (VKORC1, CYP2C9, CYP4F2 and EPHX1) on the anticoagulation response to fluindione. Br J Clin Pharmacol 2012; 73:428-36. [PMID: 21883387 DOI: 10.1111/j.1365-2125.2011.04095.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
AIM Genetic variants of the enzyme that metabolizes warfarin, cytochrome P-450 2C9 (CYP2C9) and of a key pharmacologic target of vitamin K antagonists, vitamin K epoxide reductase (VKORC1), contribute to differences in patients' responses to coumarin derivatives. The role of these variants in fluindione response is unknown. Our aim was to assess whether genetic factors contribute to the variability in the response to fluindione. METHODS Four hundred sixty-five patients with a venous thromboembolic event treated by fluindione for at least 3 months with a target international normalized ratio (INR) of 2.0 to 3.0 were studied. VKORC1, CYP2C9, CYP4F2 and EPHX1 genotypes were assessed. INR checks, fluindione doses and bleeding events were collected. RESULTS VKORC1 genotype had a significant impact on early anticoagulation (INR value ≥2 after the first two intakes) (P < 0.0001), on the time required to reach a first INR within the therapeutic range (P < 0.0001) and on the time to obtain a first INR value > 4 (P= 0.0002). The average daily dose of fluindione during the first period of stability was significantly associated with the VKORC1 genotype: 19.8 mg (±5.5) for VKORC1 CC, 14.7mg (±6.2) for VKORC1 CT and 8.2mg (±2.5) for VKORC1 TT (P < 0.0001). CYP2C9, CYP4F2 and EPHX1 genotypes did not significantly influence the response to fluindione. CONCLUSIONS VKORC1 genotype strongly affected anticoagulation induced by fluindione whereas CYP2C9, CYP4F2 and EPHX1 genotypes seemed less determining.
Collapse
Affiliation(s)
- Karine Lacut
- EA 3878, Université de Bretagne Occidentale, F-29609 Brest, France.
| | | | | | | | | | | | | | | | | |
Collapse
|
214
|
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.
Collapse
Affiliation(s)
- May P S Lam
- Department of Medicine Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong, China
| | | |
Collapse
|
215
|
Rathore SS, Agarwal SK, Pande S, Singh SK, Mittal T, Mittal B. Therapeutic dosing of acenocoumarol: proposal of a population specific pharmacogenetic dosing algorithm and its validation in north Indians. PLoS One 2012; 7:e37844. [PMID: 22629463 PMCID: PMC3358293 DOI: 10.1371/journal.pone.0037844] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2012] [Accepted: 04/25/2012] [Indexed: 11/23/2022] Open
Abstract
Objectives To develop a population specific pharmacogenetic acenocoumarol dosing algorithm for north Indian patients and show its efficiency in dosage prediction. Methods Multiple and linear stepwise regression analyses were used to include age, sex, height, weight, body surface area, smoking status, VKORC1 -1639 G>A, CYP4F2 1347 G>A, CYP2C9*2,*3 and GGCX 12970 C>G polymorphisms as variables to generate dosing algorithms. The new dosing models were compared with already reported algorithms and also with the clinical data for various performance measures. Odds ratios for association of genotypes with drug sensitive and resistant groups were calculated. Results The pharmacogenetic dosing algorithm generated by multiple regression analysis explains 41.4% (p-value <0.001) of dosage variation. Validation of the new algorithm showed its predictive ability to be better than the already established algorithms based on similar variables. Its validity in our population is reflected by increased sensitivity, specificity, accuracy and decreased rates of over- and under- estimation in comparison to clinical data. The VKORC1-1639 G>A polymorphism was found to be strongly associated with acenocoumarol sensitivity according to recessive model. Conclusions We have proposed an efficient north India specific pharmacogenetic acenocoumarol dosing algorithm which might become a baseline for personalised medicine approach for treatment of patients in future.
Collapse
Affiliation(s)
- Saurabh Singh Rathore
- Department of Genetics, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, India
| | - Surendra Kumar Agarwal
- Cardio-Vascular and Thoracic Surgery, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, India
| | - Shantanu Pande
- Cardio-Vascular and Thoracic Surgery, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, India
| | - Sushil Kumar Singh
- Thoracic and Cardio-Vascular Surgery, Chhatrapati Shahuji Maharaj Medical University, Lucknow, India
| | - Tulika Mittal
- Department of Genetics, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, India
| | - Balraj Mittal
- Department of Genetics, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, India
- * E-mail:
| |
Collapse
|
216
|
Ortak H, Söğüt E, Demir H, Ardagil A, Benli I, Sahin S. Predictive value of the vitamin K epoxide reductase complex subunit 1 G-1639A and C1173T single nucleotide polymorphisms in retinal vein occlusion. Clin Exp Ophthalmol 2012; 40:743-8. [PMID: 22394334 DOI: 10.1111/j.1442-9071.2012.02780.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND To determine if vitamin K epoxide reductase complex subunit 1 gene polymorphisms have an effect on the risk of having a retinal vein occlusion. DESIGN Case-control study. PARTICIPANTS The study population consisted of 68 patients who were newly diagnosed with retinal vein occlusion and 66 sex-matched controls. METHODS Genomic DNA was extracted from peripheral leukocytes from ethylenediamine tetra-acetic acid-anticoagulated blood. Genotyping of the vitamin K epoxide reductase complex subunit 1 G-1639A (rs 9923231) and C1173T (rs 9934438) single nucleotide polymorphisms was performed using real-time polymerase chain reaction and commercially available kits. MAIN OUTCOME MEASURES A full ophthalmological evaluation was performed in each subject, and all subjects were screened for hypertension, hypercholesterolaemia and diabetes. The genotypes of the vitamin K epoxide reductase complex subunit 1 single nucleotide polymorphisms were determined. RESULTS The vitamin K epoxide reductase complex subunit 1 GG and CC genotypes were more frequent (41% vs. 21%; P = 0.021), and the combined GA/AA and CT/CC genotypes were less frequent in patients with retinal vein occlusion than in control subjects. After adjusting for hypertension, age, plasma fibrinogen levels and prevalence of diabetes and hypercholesterolaemia, the GG and CC genotypes were found to be an independent predictor of retinal vein occlusion (B = 2.28; odds ratio = 9.79; P = 0.003; 95% confidence interval: 2.22-43.24). CONCLUSION It was found that subjects with the vitamin K epoxide reductase complex subunit 1 GG and CC genotypes had a higher risk of retinal vein occlusion.
Collapse
Affiliation(s)
- Huseyin Ortak
- Department of Ophthalmology, Gaziosmanpasa University, Faculty of Medicine, Tokat, Turkey.
| | | | | | | | | | | |
Collapse
|
217
|
El Din MS, Amin DG, Ragab SB, Ashour EE, Mohamed MH, Mohamed AM. Frequency of VKORC1 (C1173T) and CYP2C9 genetic polymorphisms in Egyptians and their influence on warfarin maintenance dose: proposal for a new dosing regimen. Int J Lab Hematol 2012; 34:517-24. [PMID: 22533669 DOI: 10.1111/j.1751-553x.2012.01426.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Warfarin is one of the most widely used anticoagulants, yet interindividual differences in drug response, a narrow therapeutic range and a high risk of bleeding or stroke complicate its use. We aimed to determine the allele and genotype frequency of VKORC1 1173 C>T, CYP2C9*2 and CYP2C9*3 variant polymorphisms in the Egyptian population and to evaluate their influence on the interindividual differences in warfarin dosage. METHODS A total of 154 unrelated healthy adult patients and 46 warfarin-treated patients were included. SYBR Green-based real-time polymerase chain reaction (PCR) assay was used for studying VKORC1 (C1173T) and CYP2C9*3 polymorphisms. Mutagenically separated PCR assay was used to detect the CYP2C9*2 allele. RESULTS VKORC1 genotype frequencies were 11%, 24% and 65% for CC, CT and TT, respectively. The prevalence of CYP2C9 haplotypes was 81% (*1\*1), 3.3% (*1\*2), 9.7% (*1\*3), 4.5% (*2\*2) and 0.65% (2\*3 and *3\*3). VKORC1 TT and CYP2C9*2\*2 were associated with a significantly lower warfarin dose. VKORC1 and CYP2C9 accounted for 31.7% and 15.6% of warfarin dose variability, respectively, and together with clinical factors explained 61.3% of total variability. CONCLUSION VKORC1-TT and CYP2C9 *1/*1 are the most prevalent genotypes among Egyptians. Patients with VKORC1-TT genotype required a lower warfarin dose.
Collapse
Affiliation(s)
- M S El Din
- Clinical and Chemical Pathology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | | | | | | | | | | |
Collapse
|
218
|
Anderson JL, Horne BD, Stevens SM, Woller SC, Samuelson KM, Mansfield JW, Robinson M, Barton S, Brunisholz K, Mower CP, Huntinghouse JA, Rollo JS, Siler D, Bair TL, Knight S, Muhlestein JB, Carlquist JF. A Randomized and Clinical Effectiveness Trial Comparing Two Pharmacogenetic Algorithms and Standard Care for Individualizing Warfarin Dosing (CoumaGen-II). Circulation 2012; 125:1997-2005. [DOI: 10.1161/circulationaha.111.070920] [Citation(s) in RCA: 188] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background—
Warfarin is characterized by marked variations in individual dose requirements and a narrow therapeutic window. Pharmacogenetics (PG) could improve dosing efficiency and safety, but clinical trials evidence is meager.
Methods and Results—
A Randomized and Clinical Effectiveness Trial Comparing Two Pharmacogenetic Algorithms and Standard Care for Individualizing Warfarin Dosing (CoumaGen-II) comprised 2 comparisons: (1) a blinded, randomized comparison of a modified 1-step (PG-1) with a 3-step algorithm (PG-2) (N=504), and (2) a clinical effectiveness comparison of PG guidance with use of either algorithm with standard dosing in a parallel control group (N=1866). A rapid method provided same-day
CYP2C9
and
VKORC1
genotyping. Primary outcomes were percentage of out-of-range international normalized ratios at 1 and 3 months and percentage of time in therapeutic range. Primary analysis was modified intention to treat. In the randomized comparison, PG-2 was noninferior but not superior to PG-1 for percentage of out-of-range international normalized ratios at 1 month and 3 months and for percentage of time in therapeutic range at 3 months. However, the combined PG cohort was superior to the parallel controls (percentage of out-of-range international normalized ratios 31% versus 42% at 1 month; 30% versus 42% at 3 months; percentage of time in therapeutic range 69% versus 58%, 71% versus 59%, respectively, all
P
<0.001). Differences persisted after adjustment for age, sex, and clinical indication. There were fewer percentage international normalized ratios ≥4 and ≤1.5 and serious adverse events at 3 months (4.5% versus 9.4% of patients,
P
<0.001) with PG guidance.
Conclusions—
These findings suggest that PG dosing should be considered for broader clinical application, a proposal that is being tested further in 3 major randomized trials. The simpler 1-step PG algorithm provided equivalent results and may be preferable for clinical application.
Clinical Trial Registration—
URL:
http://www.clinicaltrials.gov
. Unique identifier: NCT00927862.
Collapse
Affiliation(s)
- Jeffrey L. Anderson
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Benjamin D. Horne
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Scott M. Stevens
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Scott C. Woller
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Kent M. Samuelson
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Justin W. Mansfield
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Michelle Robinson
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Stephanie Barton
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Kim Brunisholz
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Chrissa P. Mower
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - John A. Huntinghouse
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Jeffrey S. Rollo
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Dustin Siler
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Tami L. Bair
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Stacey Knight
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - Joseph B. Muhlestein
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| | - John F. Carlquist
- From the Intermountain Healthcare (Intermountain Medical Center and LDS and McKay-Dee Hospitals), Murray, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., J.W.M., M.R., S.B., K.B., C.P.M., J.A.H., J.S.R., D.S., T.L.B., S.K., J.B.M., J.F.C.); and University of Utah School of Medicine, Salt Lake City, UT (J.L.A., B.D.H., S.M.S., S.C.W., K.M.S., S.B., K.B., S.K., J.B.M., J.F.C.)
| |
Collapse
|
219
|
Smires FZ, Moreau C, Habbal R, Siguret V, Fadili S, Golmard JL, Assaidi A, Beaune P, Loriot MA, Nadifi S. Influence of genetics and non-genetic factors on acenocoumarol maintenance dose requirement in Moroccan patients. J Clin Pharm Ther 2012; 37:594-8. [PMID: 22486182 DOI: 10.1111/j.1365-2710.2012.01340.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
WHAT IS KNOWN AND OBJECTIVE Coumarin derivatives such as acenocoumarol represent the therapy of choice for the long-term treatment and prevention of thromboembolic diseases. Many genetic, clinical and demographic factors have been shown to influence the anticoagulant dosage. Our aim was to investigate the contribution of genetic and non-genetic factors to variability in response to acenocoumarol in Moroccan patients. METHODS Our study included 114 adult Moroccan patients, receiving long-term acenocoumarol therapy for various indications. Tests for VKORC1 -1639G>A promoter polymorphism (rs9923231), CYP2C9*2 rs1799853, CYP2C9*3 rs1057910, and CYP4F2 rs2108622 alleles were undertaken using Taq Man(®) Pre-Developed Assay Reagents for allelic discrimination. The statistical analysis was performed using the SAS V9 statistical package. RESULTS AND DISCUSSION Genotyping showed that the allele frequencies for the SNPs studied were no different to those found in Caucasians population. A significant association was observed between the weekly maintenance dose and the VKORC1 (P = 0·0027) and CYP2C9 variant genotypes (P = 0·0082). A final multivariate regression model that included the target International Normalized Ratio, VKORC1 and CYP2C9 genotypes explained 36·2% of the overall interindividual variability in acenocoumarol dose requirement. WHAT IS NEW AND CONCLUSION Our study shows large interindividual variability in acenocoumarol maintenance dose requirement in our population. VKORC1 and CYP2C9 variants significantly affected acenocoumarol dose, in-line with results in other populations. For the Moroccan population, the SNPs that have the largest effect on acecoumarol dose are CYP2C9 rs1799853, CYP2C9 rs1057910 and VKORC1 rs9923231.
Collapse
Affiliation(s)
- F Z Smires
- Medical Genetic Laboratory and Molecular Pathology, Medical School, Casablanca, Morocco.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
220
|
Verhoef TI, Redekop WK, Buikema MM, Schalekamp T, Van Der Meer FJM, Le Cessie S, Wessels JAM, Van Schie RMF, De Boer A, Teichert M, Visser LE, Maitland-Van Der Zee AH. Long-term anticoagulant effects of the CYP2C9 and VKORC1 genotypes in acenocoumarol users. J Thromb Haemost 2012; 10:606-14. [PMID: 22252093 DOI: 10.1111/j.1538-7836.2012.04633.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
BACKGROUND The required acenocoumarol dose and the risk of underanticoagulation and overanticoagulation are associated with the CYP2C9 and VKORC1 genotypes. However, the duration of the effects of these genes on anticoagulation is not yet known. OBJECTIVES In the present study, the effects of these polymorphisms on the risk of underanticoagulation and overanticoagulation over time after the start of acenocoumarol were investigated. PATIENTS/METHODS In three cohorts, we analyzed the relationship between the CYP2C9 and VKORC1 genotypes and the incidence of subtherapeutic or supratherapeutic International Normalized Ratio (INR) values (< 2 and > 3.5) or severe overanticoagulation (INR > 6) for different time periods after treatment initiation. RESULTS Patients with polymorphisms in CYP2C9 and VKORC1 had a higher risk of overanticoagulation (up to 74%) and a lower risk of underanticoagulation (down to 45%) in the first month of treatment with acenocoumarol, but this effect diminished after 1-6 months. CONCLUSIONS Knowledge of the patient's genotype therefore might assist physicians to adjust doses in the first month(s) of therapy.
Collapse
Affiliation(s)
- T I Verhoef
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute of Pharmaceutical Sciuences, Utrecht University, Utrecht, the Netherlands
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
221
|
Cavallari LH, Shin J, Perera MA. Role of pharmacogenomics in the management of traditional and novel oral anticoagulants. Pharmacotherapy 2012; 31:1192-207. [PMID: 22122181 DOI: 10.1592/phco.31.12.1192] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Warfarin is the most commonly prescribed oral anticoagulant. However, it remains a difficult drug to manage mostly because of its narrow therapeutic index and wide interpatient variability in anticoagulant effects. Over the past decade, there has been substantial progress in our understanding of genetic contributions to variable warfarin response, particularly with regard to warfarin dose requirements. The genes encoding for cytochrome P450 (CYP) 2C9 (CYP2C9) and vitamin K epoxide reductase complex subunit 1 (VKORC1) are the major genetic determinants of warfarin pharmacokinetics and pharmacodynamics, respectively. Numerous studies have demonstrated significant contributions of these genes to warfarin dose requirements. The CYP2C9 gene has also been associated with bleeding risk with warfarin. The CYP4F2 gene influences vitamin K availability and makes minor contributions to warfarin dose requirements. Less is known about genes influencing warfarin response in African-American patients compared with other racial groups, but this is the focus of ongoing research. Several warfarin pharmacogenetic dosing algorithms and United States Food and Drug Administration-cleared genotyping tests are available for clinical use. Clinical trials are ongoing to determine the clinical utility and cost-effectiveness of genotypeguided warfarin dosing. Results from these trials will likely influence clinical uptake and third party payer reimbursement for genotype-guided warfarin therapy. There is still a lack of pharmacogenetic data for the newly approved oral anticoagulants, dabigatran and rivaroxaban, and with other oral anticoagulants in the research and development pipeline. These data, once known, could be of great importance as routine monitoring parameters for these agents are not available.
Collapse
Affiliation(s)
- Larisa H Cavallari
- Department of Pharmacy Practice, University of Illinois at Chicago, Chicago, Illinois 60612-7230, USA.
| | | | | |
Collapse
|
222
|
Bejarano-Achache I, Levy L, Mlynarsky L, Bialer M, Muszkat M, Caraco Y. Effects of CYP4F2 polymorphism on response to warfarin during induction phase: a prospective, open-label, observational cohort study. Clin Ther 2012; 34:811-23. [PMID: 22417713 DOI: 10.1016/j.clinthera.2012.02.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2012] [Indexed: 11/16/2022]
Abstract
BACKGROUND The cytochrome P450 (CYP) 4F2 isozyme has been reported to metabolize vitamin K(1) in vitro, and the V433M polymorphism in the CYP4F2 gene has been associated with reduced vitamin K(1) metabolism and the need for a higher maintenance dosage in patients receiving warfarin. OBJECTIVE The purpose of the present study was to evaluate the effects of V433M polymorphism on warfarin response during the induction phase. METHODS Warfarin-naive white patients in whom warfarin was scheduled to be initiated with a target INR of 2 to 3 were enrolled into the study. On enrollment, a single blood sample for the genotyping of CYP4F2, CYP2C9, and VKORC1 was drawn. The international normalized ratio (INR) was followed daily during induction and twice weekly until stable anticoagulation was reached. The relationships between several markers of warfarin response during induction and CYP4F2 polymorphism were determined. RESULTS The cohort consisted of 241 patients (115 men; mean [SD] age, 55.2 [19.4] years; weight, 79.5 [18.3] kg). Most of the patients were carriers of the CYP4F2 CC genotype (112 patients) or the CT genotype (104 patients). In carriers of the TT genotype (25 patients), INR >3 was >4-fold lower compared with that in carriers of the CC or CT genotype, suggesting that patients with the TT genotype were less sensitive to warfarin during induction. Also in TT carriers, the extent of excessive anticoagulation was >10-fold lower than in the other carriers. Both of these findings had a nominal P value of <0.05. After adjustment for false discovery rate, none of the findings remained significant at a threshold q value of <0.05. Among CC carriers, the concurrent use of a statin was associated with a 1-mg/d reduction in warfarin maintenance dosage. No similar effect was noted in the CT or TT carriers, suggesting a possible genetic influence on warfarin-statin interaction. CONCLUSIONS These preliminary findings suggest that among white patients treated with warfarin, CYP4F2 polymorphism had a measurable effect on warfarin responsiveness during induction; however, the observed differences failed to reach the level of statistical significance. The possibility that the effect of statins on warfarin anticoagulation varies among carriers of different CYP4F2 genotypes could not be excluded and should be evaluated further in a larger patient sample.
Collapse
Affiliation(s)
- Idit Bejarano-Achache
- Clinical Pharmacology Unit, Division of Medicine, Hadassah University Hospital, Jerusalem, Israel
| | | | | | | | | | | |
Collapse
|
223
|
Eriksson N, Wadelius M. Prediction of warfarin dose: why, when and how? Pharmacogenomics 2012; 13:429-40. [DOI: 10.2217/pgs.11.184] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Prediction models are the key to individualized drug therapy. Warfarin is a typical example of where pharmacogenetics could help the individual patient by modeling the dose, based on clinical factors and genetic variation in CYP2C9 and VKORC1. Clinical studies aiming to show whether pharmacogenetic warfarin dose predictions are superior to conventional initiation of warfarin are now underway. This review provides a broad view over the field of warfarin pharmacogenetics from basic knowledge about the drug, how it is monitored, factors affecting dose requirement, prediction models in general and different types of prediction models for warfarin dosing.
Collapse
Affiliation(s)
- Niclas Eriksson
- Department of Medical Sciences, Clinical Pharmacology, Uppsala University, Uppsala University Hospital, entrance 61, SE-751 85 Uppsala, Sweden
| | - Mia Wadelius
- Department of Medical Sciences, Clinical Pharmacology, Uppsala University, Uppsala University Hospital, entrance 61, SE-751 85 Uppsala, Sweden
| |
Collapse
|
224
|
Teichert M, Visser LE, Uitterlinden AG, Hofman A, Buhre PJ, Straus S, De Smet PAGM, Stricker BH. Selective serotonin re-uptake inhibiting antidepressants and the risk of overanticoagulation during acenocoumarol maintenance treatment. Br J Clin Pharmacol 2012; 72:798-805. [PMID: 21545482 DOI: 10.1111/j.1365-2125.2011.04004.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
AIM The aim of this study was to investigate the effects of co-medication with selective serotonin re-uptake inhibitors (SSRIs) on overanticoagulation during acenocoumarol maintenance treatment. METHODS All subjects from The Rotterdam Study who received acenocoumarol maintenance treatment between April 1 1991 and September 9 2009 were followed for the event of an international normalized ratio (INR) ≥6, until death, end of treatment or end of the study period. With the Andersen-Gill extension of the Cox proportional hazards model, risks for repeated events of overanticoagulation in relation to concomitant SSRI use were calculated. RESULTS The risk for overanticoagulation during acenocoumarol maintenance treatment was increased in combination with fluvoxamine (HR 2.63, 95% CI 1.49, 4.66) and venlafaxine (HR 2.19, 95% CI 1.21, 3.99). There was no increase in risk for the other SSRIs, but numbers of exposed cases were low for all SSRIs except paroxetine. CONCLUSION Fluvoxamine and venlafaxine were associated with a more than double risk of INR values ≥6 in acenocoumarol treated subjects.
Collapse
Affiliation(s)
- Martina Teichert
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands.
| | | | | | | | | | | | | | | |
Collapse
|
225
|
Pathare AV, Zadjali SA, Misquith R, Alkindi SS, Panjwani V, Lapoumeroulie C, Pravin S, Paldi A, Krishnamoorthy R. Warfarin Pharmacogenetics: Polymorphisms of theCYP2C9, CYP4F2, and VKORC1Loci in a Genetically Admixed Omani Population. Hum Biol 2012; 84:67-77. [DOI: 10.3378/027.084.0103] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
|
226
|
Ageno W, Gallus AS, Wittkowsky A, Crowther M, Hylek EM, Palareti G. Oral anticoagulant therapy: Antithrombotic Therapy and Prevention of Thrombosis, 9th ed: American College of Chest Physicians Evidence-Based Clinical Practice Guidelines. Chest 2012; 141:e44S-e88S. [PMID: 22315269 PMCID: PMC3278051 DOI: 10.1378/chest.11-2292] [Citation(s) in RCA: 1026] [Impact Index Per Article: 85.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/31/2011] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The objective of this article is to summarize the published literature concerning the pharmacokinetics and pharmacodynamics of oral anticoagulant drugs that are currently available for clinical use and other aspects related to their management. METHODS We carried out a standard review of published articles focusing on the laboratory and clinical characteristics of the vitamin K antagonists; the direct thrombin inhibitor, dabigatran etexilate; and the direct factor Xa inhibitor, rivaroxaban RESULTS The antithrombotic effect of each oral anticoagulant drug, the interactions, and the monitoring of anticoagulation intensity are described in detail and discussed without providing specific recommendations. Moreover, we describe and discuss the clinical applications and optimal dosages of oral anticoagulant therapies, practical issues related to their initiation and monitoring, adverse events such as bleeding and other potential side effects, and available strategies for reversal. CONCLUSIONS There is a large amount of evidence on laboratory and clinical characteristics of vitamin K antagonists. A growing body of evidence is becoming available on the first new oral anticoagulant drugs available for clinical use, dabigatran and rivaroxaban.
Collapse
Affiliation(s)
| | | | | | - Mark Crowther
- McMaster University, St. Joseph's Hospital, Hamilton, ON, Canada
| | | | | |
Collapse
|
227
|
Pharmacogenetic screening for drug therapy: From single gene markers to decision making in the next generation sequencing era. Pathology 2012; 44:166-80. [DOI: 10.1097/pat.0b013e32834f4d69] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
|
228
|
Landau R, Bollag LA, Kraft JC. Pharmacogenetics and anaesthesia: the value of genetic profiling. Anaesthesia 2012; 67:165-79. [DOI: 10.1111/j.1365-2044.2011.06918.x] [Citation(s) in RCA: 120] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
|
229
|
Zhang W, Zhang WJ, Zhu J, Kong FC, Li YY, Wang HY, Yang YH, Wang C. Genetic polymorphisms are associated with variations in warfarin maintenance dose in Han Chinese patients with venous thromboembolism. Pharmacogenomics 2012; 13:309-21. [PMID: 22248286 DOI: 10.2217/pgs.11.147] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
AIM Warfarin is a clinical anticoagulant that requires periodic monitoring because it is associated with adverse outcomes. Personalized medicine, which is based on pharmacogenetics, holds great promise in solving these types of problems. It aims to provide the tools and knowledge to tailor drug therapy to an individual patient, with the potential of increasing safety and efficacy of medications. MATERIALS & METHODS In the present study we analyzed genotypes of 14 SNPs for seven genes using DNA from 297 Han Chinese venous thromboembolism patients treated with warfarin. RESULTS Multiple regression analyses revealed that CYP2C9 genotype (p = 0.001), VKORC1 genotype (p < 0.001), age (p < 0.01) and weight (p < 0.001) were all associated with warfarin dose requirements, which can explain 37.4% of the variability of warfarin dose among Han Chinese patients. Meanwhile, in the validation cohort, the predicted warfarin daily dose was calculated using the best model with a 64.5% predicted dose being acceptable (-1 mg/day ≤Δwarfarin dose ≤1 mg/day). CONCLUSION We developed a pharmacogenetic dose algorithm for warfarin treatment that uses genotypes from two genes (VKORC1 and CYP2C9) and clinical variables to predict therapeutic maintenance doses in Chinese patients with venous thromboembolism. The validity of the dosing algorithm was confirmed in a cohort of venous thromboembolism patients on warfarin therapy.
Collapse
Affiliation(s)
- Wei Zhang
- Beijing Xiaotangshan Hospital, Xiaotangshan Town, Changping District, Beijing 102211, China
| | | | | | | | | | | | | | | |
Collapse
|
230
|
Kazmi RS, Lwaleed BA. New anticoagulants: how to deal with treatment failure and bleeding complications. Br J Clin Pharmacol 2012; 72:593-603. [PMID: 21752066 DOI: 10.1111/j.1365-2125.2011.04060.x] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Conventional anticoagulants have proven efficacy in the management of thromboembolism. Their adverse effects and a narrow therapeutic window, necessitating regular need for monitoring, however, have long been an incentive for the development of safer anticoagulants without compromising efficacy. Over the last decade or so several new parenteral and oral anticoagulants have been launched with efficacy comparable with conventional agents. From fondaparinux to its long acting derivative idraparinux, and the factor Xa inhibitor rivaroxaban to the direct thrombin inhibitor dabigatran, the advent of new anticoagulants is radically changing anticoagulation. For conventional anticoagulants, despite their shortcomings, effective methods of reversing their anticoagulant effects exist. Moreover, strategies to deal with the occurrence of fresh thrombotic events in the face of therapeutic anticoagulation with the conventional agents have also been addressed. Nevertheless, for the new anticoagulants, the optimal management of these complications remains unknown. This review explores these issues in the light of current evidence.
Collapse
Affiliation(s)
- Rashid S Kazmi
- Southampton University Hospital, Tremona Road, Southampton SO16 6YD, UK.
| | | |
Collapse
|
231
|
Scibona P, Redal MA, Garfi LG, Arbelbide J, Argibay PF, Belloso WH. Prevalence of CYP2C9 and VKORC1 alleles in the Argentine population and implications for prescribing dosages of anticoagulants. GENETICS AND MOLECULAR RESEARCH 2012; 11:70-6. [PMID: 22290467 DOI: 10.4238/2012.january.9.8] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Dicumarinic oral anticoagulants have a narrow therapeutic range and a great individual variability in response, which makes calculation of the correct dose difficult and critical. Genetic factors involved in this variability include polymorphisms of genes that encode the metabolic enzyme CYP2C9 and the target enzyme vitamin K epoxide reductase complex 1 (VKORC1); these polymorphisms can be associated with reduced enzymatic expression. We examined the frequency of the most relevant variants encoding CYP2C9 (alleles *1, *2 and *3) and VKORC1 (SNP -1639A>G) in the Argentinian population. Molecular typing was performed by PCR-RFLP on a randomly selected sample of 101 healthy volunteers from the Hospital Italiano de Buenos Aires gene bank. Fifty-seven subjects were identified as homozygous for CYP2C9*1 and 14 for *2, while 24 and 5 were heterozygous for *2 and *3 alleles; one individual was a composite heterozygote (*2/*3). When we examined VKORC1, 21 subjects were AA homozygous, 60 were AG heterozygotes and 20 were GG homozygotes. This is the first analysis of genotypic frequencies for CYP2C9 and VKORC1 performed in an Argentinian population. These allele prevalences are similar to what is known for Caucasian population, reflecting the European ancestor of our patient population, coming mostly from Buenos Aires city and surroundings. Knowledge of this prevalence information is instrumental for cost-effective pharmacogenomic testing in patients undergoing oral anticoagulation treatment.
Collapse
Affiliation(s)
- P Scibona
- Clinical Pharmacology Section, Internal Medicine Service, Molecular and Genomic Medicine Unit, Basic Sciences and Experimental Medicine, Hospital Italiano of Buenos Aires, Buenos Aires, Argentina.
| | | | | | | | | | | |
Collapse
|
232
|
Verstuyft C, Delavenne X, Rousseau A, Robert A, Tod M, Diquet B, Lebot M, Jaillon P, Becquemont L. A Pharmacokinetic–Pharmacodynamic Model for Predicting the Impact of CYP2C9 and VKORC1 Polymorphisms on Fluindione and Acenocoumarol During Induction Therapy. Clin Pharmacokinet 2012; 51:41-53. [DOI: 10.2165/11595560-000000000-00000] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
|
233
|
Wang M, Lang X, Cui S, Fei K, Zou L, Cao J, Wang L, Zhang S, Wu X, Wang Y, Ji Q. Clinical application of pharmacogenetic-based warfarin-dosing algorithm in patients of Han nationality after rheumatic valve replacement: a randomized and controlled trial. Int J Med Sci 2012; 9:472-9. [PMID: 22927772 PMCID: PMC3427951 DOI: 10.7150/ijms.4637] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2012] [Accepted: 07/24/2012] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND The polymorphisms of VKORC1 and CYP2C9 play increasingly important roles in the inter-individual variability in warfarin dose. This study aimed to evaluate the feasibility of clinical application of pharmacogenetic-based warfarin-dosing algorithm in patients of Han nationality with rheumatic heart disease after valve replacement in a randomized and controlled trial. METHODS One hundred and one consecutive patients of Han nationality with rheumatic heart disease undergoing valve surgery were enrolled and randomly assigned to an experimental group (n=50, based on CYP2C9 and VKORC1 genotypes, pharmacogenetic-based "predicted warfarin dose" for 3 days and then was adjusted to INR until stable warfarin maintenance dose) or a control group (n=51, 2.5mg/d for 3 days and then was adjusted to INR until stable warfarin maintenance dose). All included patients were followed for 50 days after initiation of warfarin therapy. The primary end-point was the time to reach a stable warfarin maintenance dose. RESULTS During the follow-up, 84.0% patients in the experimental group and 58.8% patients in the control group received warfarin maintenance dose. Compared with control group, patients in the experimental group had shorter mean time elapse from initiation of warfarin therapy until warfarin maintenance dose (27.5±1.8 d versus 34.7±1.8 d, p<0.001). Cox regression revealed that group (HR for experimental versus control group: 1.568, 95%CI 1.103-3.284) and age were two significant variables related to the time elapse from initiation of warfarin therapy until warfarin maintenance dose. The predicted warfarin maintenance dose was prominently correlated with the actual warfarin maintenance dose (r=0.684, p<0.001). CONCLUSION Based on CYP2C9 and VKORC1 genotypes, the pharmacogenetic-based warfarin-dosing algorithm may shorten the time elapse from initiation of warfarin therapy until warfarin maintenance dose. It is feasible for the clinical application of the pharmacogenetic-based warfarin-dosing algorithm in patients of Han nationality with rheumatic heart disease after valve replacement.
Collapse
Affiliation(s)
- MingSong Wang
- Department of Thoracic Cardiovascular Surgery, Xinhua Hospital of Shanghai Jiaotong University School of Medicine, Shanghai, P.R. China
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
234
|
Intérêt clinique de la pharmacogénétique : anticiper les toxicités et mieux prédire l’efficacité des médicaments. MEDECINE INTENSIVE REANIMATION 2012. [DOI: 10.1007/s13546-011-0336-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
|
235
|
Nakamura K, Obayashi K, Araki T, Aomori T, Fujita Y, Okada Y, Kurabayashi M, Hasegawa A, Ohmori S, Nakamura T, Yamamoto K. CYP4F2 gene polymorphism as a contributor to warfarin maintenance dose in Japanese subjects. J Clin Pharm Ther 2011; 37:481-5. [PMID: 22172097 DOI: 10.1111/j.1365-2710.2011.01317.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
WHAT IS KNOWN AND OBJECTIVE Polymorphisms in the gene encoding CYP4F2 may partly explain the variability in warfarin maintenance dose by altering the metabolism of vitamin K. To determine the genetic factors that cause large inter-patient variability in warfarin efficacy, we investigated the relationship between serum warfarin concentration and CYP4F2 V433M (1347C>T, rs2108622) polymorphism in Japanese subjects. METHODS Gene variations in VKORC1, CYP2C9 and CYP4F2 were analysed in 126 Japanese patients treated with warfarin. The daily dosage of warfarin, concentration of S- and R-warfarin in plasma, and prothrombin time international normalized ratio (PT-INR) was used as the pharmacokinetic and pharmacodynamic indices. RESULTS AND DISCUSSION The maintenance dose of warfarin was larger in the CYP4F2 1347 CT genotype group (3·59±1·80 mg/day, P=0·027) than in the CYP4F2 CC genotype group (2·88±1·00 mg/day). CYP4F2 1347C>T polymorphism significantly affected serum R-warfarin concentration when the VKORC1-1639 genotypes are AG and GG. WHAT IS NEW AND CONCLUSION Although a significant inter-patient difference in warfarin maintenance dose was observed between the CYP4F2 CC and CT genotypes, serum S-warfarin concentration was not significantly different between them. An effect of CYP4F2 V433M polymorphism on warfarin maintenance dose was observed but was relatively small when compared to the effects of CYP2C9 and VKOR polymorphism.
Collapse
Affiliation(s)
- K Nakamura
- Department of Clinical Pharmacology, Gunma University Graduate School of Medicine, Maebashi, Japan
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
236
|
Vitamin K antagonists in children with heart disease: height and VKORC1 genotype are the main determinants of the warfarin dose requirement. Blood 2011; 119:861-7. [PMID: 22130800 DOI: 10.1182/blood-2011-07-365502] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Managing vitamin K antagonist (VKA) therapy is challenging in children because of a narrow therapeutic range and wide inter- and intra-individual variability in dose response. Only a few small studies have investigated the effect of nongenetic and genetic factors on the dose response to VKAs in children. In a cohort study including 118 children (median age 9 years; range, 3 months-18 years) mostly with cardiac disease, we evaluated by multivariate analysis the relative contribution of nongenetic factors and VKORC1/CYP2C9/CYP4F2 genotypes on warfarin (n = 83) or fluindione (n = 35) maintenance dose and the influence of these factors on the time spent within/above/below the range. The results showed that height, target international normalized ratio and VKORC1 and CYP2C9 genotypes were the main determinants of warfarin dose requirement, accounting for 48.1%, 4.4%, 18.2%, and 2.0% of variability, respectively, and explaining 69.7% of the variability. Our model predicted the warfarin dose within 7 mg/wk in 86.7% of patients. None of the covariates was associated with the time spent above or below the international normalized ratio range. Whether this model predicts accurately the effective maintenance dose is currently being investigated.
Collapse
|
237
|
Burmester JK, Berg RL, Glurich I, Yale SH, Schmelzer JR, Caldwell MD. Absence of novel CYP4F2 and VKORC1 coding region DNA variants in patients requiring high warfarin doses. Clin Med Res 2011; 9:119-24. [PMID: 21562135 PMCID: PMC3251364 DOI: 10.3121/cmr.2011.951] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE Warfarin is an FDA-approved oral anticoagulant for long-term prevention of thromboembolism. Substantial inter-individual variation in dosing requirements and the narrow therapeutic index of this widely-prescribed drug make safe initiation and dose stabilization challenging. Single nucleotide polymorphisms (SNPs) occurring in CYP2C9, VKORC1, and CYP4F2 genes are known to impact dose, and VKORC1 and CYP4F2 polymorphisms are associated with higher therapeutic dose requirements in our cohort. However, the most advanced regression models using personal, clinical, and genetic factors to predict individual stable dose account for only 50% to 60% of the observed variability in stable therapeutic dose in Caucasians. DESIGN AND METHODS In this study, we used DNA sequence analysis to determine whether additional variants in CYP4F2 and VKORC1 gene coding regions contribute to variable dosing requirements among individuals for whom the actual dose was the highest relative to regression model- predicted dose. RESULTS AND CONCLUSIONS No novel DNA variants in the coding regions of these genes were identified among subjects requiring high warfarin doses, suggesting that other factors yet to be defined contribute to variability in warfarin dose requirements in this subset of our cohort.
Collapse
Affiliation(s)
- James K Burmester
- Center for Human Genetics, Marshfield Clinic Research Foundation, Marshfield, WI 54449, USA.
| | | | | | | | | | | |
Collapse
|
238
|
VKORC1 and CYP2C9 genotype and patient characteristics explain a large proportion of the variability in warfarin dose requirement among children. Blood 2011; 119:868-73. [PMID: 22010099 DOI: 10.1182/blood-2011-08-372722] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Although genetic and environmental factors explain approximately half of the interindividual variability in warfarin dose requirement in adults, there is limited information available in children. In a cross-sectional study of anticoagulated children from 5 tertiary care centers, 120 children with a stable warfarin dose were genotyped for VKORC1 (-1639G > A; rs9923231), CYP2C9 (*2 and *3 alleles; rs1799853 and rs1057910), and CYP4F2 (V433M; rs2108622) polymorphisms. Clinical and demographic features were recorded. Multiple regression analysis of the data showed that, although CYP4F2 made no contribution to the dose model, 72.4% of the variability in warfarin dose requirement is attributed to by patient height, genetic polymorphisms in VKORC1 and CYP2C9, and indication for warfarin. The recently published International Warfarin Pharmacogenetics Consortium pharmacogenetic-based warfarin dosing algorithm (based on data derived from anticoagulated adults) consistently overestimated warfarin dose for our cohort of children. A similar proportion of the interindividual variability in warfarin dose is explained by genetic factors in children compared with adult patients, although height is a greater predictor in children. A pharmacogenomic approach to warfarin dosing has the potential to improve the efficacy and safety of warfarin therapy in children. However, algorithms should be derived from data in children if their potential benefit is to be realized.
Collapse
|
239
|
Pan S, Dewey FE, Perez MV, Knowles JW, Chen R, Butte AJ, Ashley EA. Personalized Medicine and Cardiovascular Disease: From Genome to Bedside. CURRENT CARDIOVASCULAR RISK REPORTS 2011. [DOI: 10.1007/s12170-011-0202-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
|
240
|
A proposal for an individualized pharmacogenetics-based warfarin initiation dose regimen for patients commencing anticoagulation therapy. Clin Pharmacol Ther 2011; 90:701-6. [PMID: 22012312 DOI: 10.1038/clpt.2011.186] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A significant proportion of the interindividual variability in warfarin dose requirements can be explained on the basis of CYP2C9 and VKORC1 genotypes. We report the development of a novel pharmacogenetics-based 3-day warfarin initiation dose (ID) algorithm based on the International Warfarin Pharmacogenetics Consortium (IWPC) maintenance dose algorithm and the CYP2C9 genotype-based variance in warfarin half-life. The predictive value of the pharmacogenetics-based ID was assessed in a large cohort of 671 newly diagnosed patients with thromboembolic disorders who were about to commence anticoagulation therapy in accordance with standard induction regimens. In patients with mean international normalized ratio (INR)days 4-7>4.0 (n=63) after warfarin initiation, the pharmacogenetics-based ID algorithm predicted a markedly lower dose requirement (median reduction=4.2 mg), whereas in those with mean INRdays 4-7<2.0 (n=145), the predicted dose requirement was very similar to that in the standard regimen. The use of a pharmacogenetics-based ID may avoid overshooting of INR in warfarin-sensitive patients without unduly affecting the time taken to reach target range in the majority of patients.
Collapse
|
241
|
Botton MR, Bandinelli E, Rohde LEP, Amon LC, Hutz MH. Influence of genetic, biological and pharmacological factors on warfarin dose in a Southern Brazilian population of European ancestry. Br J Clin Pharmacol 2011; 72:442-50. [PMID: 21320153 PMCID: PMC3175513 DOI: 10.1111/j.1365-2125.2011.03942.x] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2010] [Accepted: 12/26/2010] [Indexed: 11/28/2022] Open
Abstract
AIMS To investigate the influence of polymorphisms in CYP2C9, VKORC1, CYP4F2 and F2 genes on warfarin dose-response and develop a model including genetic and non-genetic factors for warfarin dose prediction needed for each patient. METHODS A total of 279 patients of European ancestry on warfarin medication were investigated. Genotypes for -1639G>A, 1173C>T, and 3730G>A SNPs in the VKORC1 gene, CYP2C9*2 and CYP2C9*3, 1347C>T in the CYP4F2 gene and 494C>T in the F2 gene were determined by allelic discrimination with Taqman 5'-nuclease assays. RESULTS The CYP2C9*2 and CYP2C9*3 polymorphisms in the CYP2C9 gene, -1639G>A and 1173C>T in the VKORC1 gene and 494C>T in the F2 gene are responsible for lower anticoagulant doses. In contrast, 1347C>T in the CYP4F2 gene and 3730G>A in the VKORC1 gene are responsible for higher doses of warfarin. An algorithm including genetic, biological and pharmacological factors that explains 63.3% of warfarin dose variation was developed. CONCLUSION The model suggested has one of the highest coefficients of determination among those described in the literature.
Collapse
|
242
|
Chappell JC, Dickinson G, Mitchell MI, Haber H, Jin Y, Lobo ED. Evaluation of methods for achieving stable INR in healthy subjects during a multiple-dose warfarin study. Eur J Clin Pharmacol 2011; 68:239-47. [DOI: 10.1007/s00228-011-1114-4] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2011] [Accepted: 07/30/2011] [Indexed: 11/30/2022]
|
243
|
Acenocoumarol sensitivity and pharmacokinetic characterization of CYP2C9 *5/*8,*8/*11,*9/*11 and VKORC1*2 in black African healthy Beninese subjects. Eur J Drug Metab Pharmacokinet 2011; 37:125-32. [PMID: 21811894 DOI: 10.1007/s13318-011-0056-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2011] [Accepted: 07/14/2011] [Indexed: 10/17/2022]
Abstract
This study aimed at investigating the contribution of CYP2C9 and VKORC1 genetic polymorphisms to inter-individual variability of acenocoumarol pharmacokinetics and pharmacodynamics in Black Africans from Benin. Fifty-one healthy volunteers were genotyped for VKORC1 1173C>T polymorphism. All of the subjects had previously been genotyped for CYP2C9*5, CYP2C9*6, CYP2C9*8, CYP2C9*9 and CYP2C9*11 alleles. Thirty-six subjects were phenotyped with a single 8 mg oral dose of acenocoumarol by measuring plasma concentrations of (R)- and (S)-acenocoumarol 8 and 24 h after the administration using chiral liquid-chromatography tandem mass-spectrometry. International normalized ratio (INR) values were determined prior to and 24 h after the drug intake. The allele frequency of VKORC1 variant (1173C>T) was 1.96% (95% CI 0.0-4.65%). The INR values did not show statistically significant difference between the CYP2C9 genotypes, but were correlated with body mass index and age at 24 h post-dosing (P < 0.05). At 8 h post dose, the (S)-acenocoumarol concentrations in the CYP2C9*5/*8 and CYP2C9*9/*11 genotypes were about 1.9 and 5.1 fold higher compared with the CYP2C9*1/*1 genotype and 2.2- and 6.0-fold higher compared with the CYP2C9*1/*9 group, respectively. The results indicated that pharmacodynamic response to acenocoumarol is highly variable between the subjects. This variability seems to be associated with CYP2C9*5/*8 and *9/*11 variant and demographic factors (age and weight) in Beninese subjects. Significant association between plasma (S)-acenocoumarol concentration and CYP2C9 genotypes suggested the use of (S)-acenocoumarol for the phenotyping purpose. Larger number of subjects is needed to study the effect of VKORC1 1173C>T variant due to its low frequency in Beninese population.
Collapse
|
244
|
Mitchell C, Gregersen N, Krause A. Novel CYP2C9 and VKORC1 gene variants associated with warfarin dosage variability in the South African black population. Pharmacogenomics 2011; 12:953-63. [PMID: 21635147 DOI: 10.2217/pgs.11.36] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
AIM Warfarin is a widely used therapeutic agent for long-term oral anticoagulation worldwide. Its administration is challenging owing to its narrow therapeutic range and serious adverse effects. Several environmental factors and numerous genes, of which CYP2C9 and VKORC1 are the most important, have been associated with interindividual dosage variability. Many studies have been conducted to understand warfarin dosage variability better, the majority of which have been focused on the Caucasian and African-American populations. Very little information is available regarding genetic influences of warfarin dosage variability in the South African black population. MATERIALS & METHODS In this study, we genotyped 213 South African black individuals for CYP2C9 and VKORC1 variants and a small subset of environmental factors that may be responsible for warfarin dosage variability. RESULTS We observed 26 novel SNPs and seven previously described CYP2C9 variants and three previously described but no novel VKORC1 SNPs. Only 11 of the CYP2C9 variants and two of the VKORC1 variants were observed at high enough allele frequencies to assess their impact on warfarin dosage. CONCLUSION We demonstrate that CYP2C9*8 and two novel CYP2C9 SNPs (g.16179 and g.46028) are associated with a decrease in warfarin dosage, β-blockers are independently associated with a decrease in warfarin dosage and two known VKORC1 variants (rs7200749 and rs7294) are associated with an increase in warfarin dosage. The CYP2C9 and VKORC1 variants and a small subset of environmental factors used in the study explain approximately 45% of warfarin dosage variability in the South African black population.
Collapse
Affiliation(s)
- Cathrine Mitchell
- Division of Human Genetics, The National Health Laboratory Service & School of Pathology, The University of Witwatersrand, Johannesburg, South Africa
| | | | | |
Collapse
|
245
|
Djaffar-Jureidini I, Chamseddine N, Keleshian S, Naoufal R, Zahed L, Hakime N. Pharmacogenetics of coumarin dosing: prevalence of CYP2C9 and VKORC1 polymorphisms in the Lebanese population. Genet Test Mol Biomarkers 2011; 15:827-30. [PMID: 21651319 DOI: 10.1089/gtmb.2010.0248] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Polymorphisms in the genes encoding the cytochrome P450 2C9 enzyme (CYP2C9) and the vitamin K epoxide reductase (VKORC1) are known to contribute to variability in sensitivity to coumarins. Patients with certain common genetic variants of CYP2C9 (*2 & *3) or a VKORC1 polymorphism (-1639A Allele) require a lower dose of coumarin and are also at higher risk for over-anticoagulation and serious bleeding. In August 2007, the FDA label for warfarin was updated to highlight the benefit of genetic testing to predict warfarin response. AIM Since the prevalence of these variants in the Lebanese population has not yet been reported, our aim was to determine the genotypes of CYP2C9 and VKORC1 in our population and to compare allele frequencies with previous findings from other ethnic groups. MATERIALS AND METHODS CYP2C9 (*1/*2/*3) and VKORC1 (*A/*G) allelic variants were assessed by polymerase chain reaction-restriction fragment length polymorphism assays in a diversified sample of 161 unrelated healthy Lebanese volunteers. RESULTS The allele frequencies of CYP2C9 *2 and *3 were 0.112 and 0.096 respectively, whereas VKORC1-1639A was 0.528. Carriers of the CYP2C9 *2 or *3 represented 34.2% of the subjects, whereas those of the VKORC1-1639A represented 73.9%. CONCLUSION Our data show no significant difference in the frequency of CYP2C9 allelic variants when compared to the Caucasian population, whereas the allelic frequency of VKORC1-1639A was very high. Over 50% of the Lebanese population seem to be carrying more than two independent risk alleles, and is therefore potentially at high risk of over-anticoagulation.
Collapse
|
246
|
Ames PR, Margaglione M, Ciampa A, Colaizzo D, Ferrara F, Iannaccone L, VincenzoBrancaccio. Increased warfarin consumption and residual fibrin turnover in thrombotic patients with primary antiphospholipid syndrome. Thromb Res 2011; 127:595-9. [DOI: 10.1016/j.thromres.2011.01.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2010] [Revised: 01/13/2011] [Accepted: 01/31/2011] [Indexed: 10/18/2022]
|
247
|
Apixaban. ITALIAN JOURNAL OF MEDICINE 2011. [DOI: 10.1016/j.itjm.2011.01.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
|
248
|
Shrif NEMA, Won HH, Lee ST, Park JH, Kim KK, Kim MJ, Kim S, Lee SY, Ki CS, Osman IM, Rhman EA, Ali IA, Idris MNA, Kim JW. Evaluation of the effects of VKORC1 polymorphisms and haplotypes, CYP2C9 genotypes, and clinical factors on warfarin response in Sudanese patients. Eur J Clin Pharmacol 2011; 67:1119-30. [PMID: 21590310 DOI: 10.1007/s00228-011-1060-1] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2011] [Accepted: 04/28/2011] [Indexed: 12/27/2022]
Abstract
OBJECTIVE African populations, including the Sudanese, are underrepresented in warfarin pharmacogenetic studies. We designed a study to determine the associations between the polymorphisms and haplotype structures of CYP2C9 and VKORC1 and warfarin dose response in Sudanese patients, one of the most genetically diverse populations in Africa. MATERIAL AND METHODS The effect of the CYP2C9 polymorphisms (*2, *3, *5, *6, *8, *9, and *11), 20 VKORC1 tag SNPs and haplotypes, and clinical covariates were comprehensively assessed in 203 Sudanese warfarin-treated patients. RESULTS Patients with the CYP2C9*2,*5,*6, or *11 variant required a daily warfarin dose that was 21% lower than those with CYP2C9*1/*1 (4.7 vs 5.8 mg/day, P < 0.001). SNPs around the VKORC1 and POL3S genes were divided into two haplotype blocks in Sudanese populations. According to multiple linear regression results, rs8050984, rs7294, and rs7199949 in the VKORC1 and POL3S genes (P <0.001, <0.001, <0.001, respectively), CYP2C9 genotype (*2, *5, *6, *11; P < 0.001), body weight (P = 0.04), target INR (P = 0.007), and concurrent medications (P = 0.029) could explain about 36.7% of the total warfarin dose variation. CONCLUSION Our data revealed that VKORC1 and CYP2C9 polymorphisms are important factors that influence warfarin dose response in Sudanese patients. Our data suggest that combinations of the SNPs may improve predictions of warfarin dose requirements.
Collapse
Affiliation(s)
- Nassr Eldin M A Shrif
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, #50 Ilwon-dong, Gangnam-gu, Seoul 135-710, South Korea
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
249
|
Moualla H, Garcia D. Vitamin K antagonists--current concepts and challenges. Thromb Res 2011; 128:210-5. [PMID: 21570107 DOI: 10.1016/j.thromres.2011.04.011] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2011] [Revised: 04/05/2011] [Accepted: 04/15/2011] [Indexed: 11/19/2022]
Abstract
Vitamin K antagtonists (VKAs) have, for decades, been the corner-stone of anticoagulation in the outpatient setting. While the long half life makes once daily administration practical, close monitoring of VKA effect is necessary because these medicines have a narrow therapeutic index. Despite inter-individual variations in response to VKA doses, the increasing availability of specialized anticoagulation monitoring systems, along with a better understanding of potential drug and dietary interactions, has made the use of VKAs safer and less burdensome. In the future, newer classes of oral anticoagulants and genomic-based dosing strategies may further expand or improve the management options for many patients at risk for thromboembolism.
Collapse
Affiliation(s)
- Hayan Moualla
- Division of Hematology and Oncology, University of New Mexico, USA
| | | |
Collapse
|
250
|
Teh LK, Langmia IM, Fazleen Haslinda MH, Ngow HA, Roziah MJ, Harun R, Zakaria ZA, Salleh MZ. Clinical relevance of VKORC1 (G-1639A and C1173T) and CYP2C9*3 among patients on warfarin. J Clin Pharm Ther 2011; 37:232-6. [DOI: 10.1111/j.1365-2710.2011.01262.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|