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Mohamed S, Mei Fong C, Jie Ming Y, Naila Kori A, Abdul Wahab S, Mohd Ali Z. Evaluation of an Initiation Regimen of Warfarin for International Normalized Ratio Target 2.0 to 3.0. J Pharm Technol 2021; 37:286-292. [PMID: 34790965 DOI: 10.1177/87551225211034175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Abstract
Background: he number of patients on warfarin therapy is rising steadily. Although warfarin is beneficial, it carries a high risk of bleeding, especially if the international normalized ratio (INR) values exceed 3.0. Currently, no warfarin initiation regimens have been developed for the Asian population, especially for Malaysians. Objective: This article describes the efficacy and safety of a new initiation regimen for warfarin among warfarin-naive patients. Method: Data were retrospectively collected from the ambulatory and inpatient settings. Results: A total of 165 patients who each had a target INR of 2.0 to 3.0 were included in the study. The mean age was 57.2 years and 94 patients were male. A total of 108 patients used Regimen 1 (5 mg/5 mg/3mg) and the rest of the patients used Regimen 2 (5 mg/3 mg/3 mg). Most patients used warfarin either for atrial fibrillation (52.1%) or for venous thromboembolism (29.7%). Overall, 88 of the patients had INR values above 50% from the baseline on Day 4. Additionally, 13 patients had INR values of >3.2, which required withholding and lower dose of warfarin. The predicted weekly maintenance warfarin dose (23 ± 0.5 mg/week) was found to have correlated closely with the actual maintenance dose (22.8 ± 0.5 mg/week; r 2 = 0.75). Nearly two thirds (70.3%) of the patients achieved the target INR on Day 11. Conclusion: The warfarin initiation regimens in this study was simple, safe, and suitable to be used in both ambulatory and inpatient settings for managing warfarin therapy.
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Affiliation(s)
| | - Chan Mei Fong
- Hospital Tengku Ampuan Afzan, Kuantan, Pahang, Malaysia
| | - Yew Jie Ming
- Hospital Tengku Ampuan Afzan, Kuantan, Pahang, Malaysia
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Soyombo BM, Taylor A, Gillard C, Wilson C, Bailey Wheeler J. Impact of body mass index on 90-day warfarin requirements: a retrospective chart review. Ther Adv Cardiovasc Dis 2021; 15:17539447211012803. [PMID: 34120532 PMCID: PMC8207262 DOI: 10.1177/17539447211012803] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Background: Rates of obesity continue to rise worldwide as evidenced in the 2017 Centers for Disease Control and Prevention (CDC) report that indicated over 35% of United States (US) citizens are obese, with Louisiana ranked as the fifth most obese state in America. Since large clinical trials tend to exclude obese patients, health care providers are faced with concerns of under- or overdosing these patients on warfarin. Methods: This retrospective chart review evaluated patients who reported to a community anticoagulation clinic for warfarin management between 1 June 2017 and 30 September 2017. Along with baseline demographics, chronic use of drugs that have clinically significant interactions with warfarin, social activity such as tobacco use and alcohol consumption, were collected. Body mass indexes (BMI) were collected and categorized according to the World Health Organization definitions as follows: Normal (BMI 18–24.9 kg/m2), Overweight (25–29.9 kg/m2), Obesity Class I (30–34.9 kg/m2), Obesity Class II (35–39.9 kg/m2), Obesity Class III (⩾40 kg/m2). The primary outcome was the mean 90-day warfarin dose required to maintain “intermediate control” or “good control” of international normalized ratio (INR), stratified by BMI classifications. The secondary outcome was the time in therapeutic range (TTR) stratified by BMI classifications. Results: A total of 433 patient encounters were included in this study. There was a total of 43 encounters in the Normal BMI category, 111 Overweight encounters, 135 Obesity Class I encounters, 45 Obesity Class II encounters, and 99 Obesity Class III encounters. Approximately 63% of the study population were male, and over 90% the patients were African American. The Obesity Class I and Obesity Class II class required an average of 11.47 mg and 17.10 mg more warfarin, respectively, to maintain a therapeutic INR when compared with the Normal BMI category. These findings were statistically significant with p values of 0.007 and <0.001, respectively. Additionally, upon comparing the Overweight BMI category with the Obesity Class II category, there was a mean warfarin dose difference of 11.22 mg (p = 0.010) more in Obesity Class II encounters to maintain a therapeutic INR. In the secondary analysis of TTR, Overweight category encounters had the highest TTR, whereas encounters in the Normal BMI category had the lowest TTR. Conclusion: As BMI increases, there is an increased chronic warfarin requirement to maintain “intermediate control” or “good control” of INR between 2 and 3 in an ambulatory care setting.
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Affiliation(s)
- Bolanle M Soyombo
- Xavier University of Louisiana, 1 Drexel Drive, New Orleans, LA 70125-1056, USA
| | - Ashley Taylor
- Faculty, College of Pharmacy, Xavier University of Louisiana, New Orleans, LA, USA
| | - Christopher Gillard
- Faculty, College of Pharmacy, Xavier University of Louisiana, New Orleans, LA, USA
| | - Candice Wilson
- Faculty, College of Pharmacy, Xavier University of Louisiana, New Orleans, LA, USA
| | - Janel Bailey Wheeler
- Faculty, College of Pharmacy, Xavier University of Louisiana, New Orleans, LA, USA
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Banerjee BD, Kumar R, Thamineni KL, Shah H, Thakur GK, Sharma T. Effect of Environmental Exposure and Pharmacogenomics on Drug Metabolism. Curr Drug Metab 2020; 20:1103-1113. [PMID: 31933442 DOI: 10.2174/1389200221666200110153304] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Revised: 11/02/2019] [Accepted: 01/03/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND Pesticides are major xenobiotic compounds and environmental pollutants, which are able to alter drug-metabolizing enzyme as well as pharmacokinetics of drugs. Subsequent to the release of the human genome project, genetic variations (polymorphism) become an integral part of drug development due to their influence on disease susceptibility/ progression of the disease and their impact on drug absorption, distribution, metabolism of active metabolites and finally excretion of the drug. Genetic polymorphisms crucially regulate pharmacokinetics and pharmacodynamics of drugs under the influence of physiological condition, lifestyle, as well as pathological conditions collectively. OBJECTIVE To review all the evidence concerning the effect of environmental exposure on drug metabolism with reference to pharmacogenomics. METHODS Scientific data search and review of basic, epidemiological, pharmacogenomics and pharmacokinetics studies were undertaken to evaluate the influence of environmental contaminants on drug metabolism. RESULTS Various environmental contaminants like pesticides effectively alter drug metabolism at various levels under the influence of pharmacogenomics, which interferes with pharmacokinetics of drug metabolism. Genetic polymorphism of phase I and phase II xenobiotic-metabolizing enzymes remarkably alters disease susceptibility as well as the progression of disease under the influence of various environmental contaminants at various levels. CONCLUSION Individual specific drug response may be attributed to a large variety of factors alone or in combination ranging from genetic variations (SNP, insertion, deletion, duplication etc.) to physiological setting (gender, age, body size, and ethnicity), environmental or lifestyle factors (radiation exposure, smoking, alcohol, nutrition, exposure to toxins, etc.); and pathological conditions (obesity, diabetes, liver and renal function).
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Affiliation(s)
- Basu Dev Banerjee
- Environmental Biochemistry and Molecular Biology Laboratory, Department of Biochemistry, University College of Medical Sciences and GTB Hospital (University of Delhi), Dilshad Garden, Delhi-110095, India
| | - Ranjeet Kumar
- Environmental Biochemistry and Molecular Biology Laboratory, Department of Biochemistry, University College of Medical Sciences and GTB Hospital (University of Delhi), Dilshad Garden, Delhi-110095, India
| | - Krishna Latha Thamineni
- Environmental Biochemistry and Molecular Biology Laboratory, Department of Biochemistry, University College of Medical Sciences and GTB Hospital (University of Delhi), Dilshad Garden, Delhi-110095, India
| | - Harendra Shah
- Environmental Biochemistry and Molecular Biology Laboratory, Department of Biochemistry, University College of Medical Sciences and GTB Hospital (University of Delhi), Dilshad Garden, Delhi-110095, India
| | - Gaurav Kumar Thakur
- Environmental Biochemistry and Molecular Biology Laboratory, Department of Biochemistry, University College of Medical Sciences and GTB Hospital (University of Delhi), Dilshad Garden, Delhi-110095, India
| | - Tusha Sharma
- Environmental Biochemistry and Molecular Biology Laboratory, Department of Biochemistry, University College of Medical Sciences and GTB Hospital (University of Delhi), Dilshad Garden, Delhi-110095, India
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The Prediction Model of Warfarin Individual Maintenance Dose for Patients Undergoing Heart Valve Replacement, Based on the Back Propagation Neural Network. Clin Drug Investig 2019; 40:41-53. [DOI: 10.1007/s40261-019-00850-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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Tamura R, Watanabe N, Nakamura S, Yoshimura N, Ozawa S, Hirono K, Ichida F, Taguchi M. Evaluation of the effects of ontogenetic or maturation functions and chronic heart failure on the model analysis for the dose-response relationship of warfarin in Japanese children. Eur J Clin Pharmacol 2019; 75:913-920. [PMID: 30848333 DOI: 10.1007/s00228-019-02652-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 02/15/2019] [Indexed: 01/29/2023]
Abstract
PURPOSE We previously demonstrated that the rational pediatric dosage of warfarin can be well-described by a SIZE parameter that includes an allometry exponent of weight. On the other hand, allometry alone is considered to be insufficient to predict drug clearance in neonates and infants. The primary purpose of the present study was to evaluate the effects of incorporation of the maturation process into the analysis model for the dose-response relationship of warfarin in Japanese children. In addition, we evaluated the effect of chronic heart failure (CHF) on the response to warfarin as an independent risk factor for increased anticoagulant effects. METHODS Thirty-eight patients with stable anticoagulation by warfarin were enrolled. During a mean follow-up period of 4.74 ± 3.51 years, 1092 data points including prothrombin time-international normalized ratio (PT-INR) were obtained. The data were subjected to multiple regression analysis to identify covariates related to the anticoagulant effects. RESULTS Two different models describing the maturation process did not improve the predictive performance for the dose-response relationship in pediatric patients. In addition to the SIZE-normalized daily dose, the vitamin K epoxide reductase complex 1 (VKORC1) genotype, and concomitant use of bosentan, CHF was identified as a covariate increasing the anticoagulant effects of warfarin to 118%. CONCLUSION The SIZE parameter was useful even without incorporation of maturation models to describe the response to warfarin in pediatric patients, and our longitudinal follow-up study design with multiple observations was beneficial to detect changes within individual subjects.
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Affiliation(s)
- Rika Tamura
- Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan
| | - Nao Watanabe
- Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan
| | - Saki Nakamura
- Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan
| | - Naoki Yoshimura
- Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan
| | - Sayaka Ozawa
- Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan
| | - Keiichi Hirono
- Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan
| | - Fukiko Ichida
- Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan
| | - Masato Taguchi
- Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan.
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Tyson K, Hutchinson N, Williams S, Scutt G. Identification of clinical factors predicting warfarin sensitivity after cardiac surgery. Ther Adv Drug Saf 2018; 9:415-424. [PMID: 30364757 DOI: 10.1177/2042098618776541] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 04/23/2018] [Indexed: 11/15/2022] Open
Abstract
Background Warfarin is commonly initiated post-cardiac surgery to reduce the risk of intracardiac thrombus formation. Studies have found that sensitivity is increased after cardiac surgery and anticoagulation is subsequently difficult to manage. This study set out to identify clinical markers of increased warfarin sensitivity in patients after cardiac surgery, and build a model that can predict warfarin sensitivity, and improve safety in this setting. Methods The study was an observational, retrospective cohort design. Clinical parameters including left ventricular ejection fraction (LVEF), cross-clamp time, age, serum albumin and C-reactive protein concentrations were collected from consenting patients who had undergone cardiac surgery and were prescribed postoperative warfarin. The warfarin dose index (WDI) was calculated for each patient from their international normalized ratio (INR) and warfarin dose, as a measure of sensitivity. Results A total of 41 patients were recruited to the study. Logarithmically transformed WDI (log WDI) significantly correlated with LVEF, cardiopulmonary bypass (CPB) time, cross-clamp time, baseline INR and co-administration of amiodarone (p < 0.05). When added to a linear regression model, LVEF and cross-clamp time produced a model that accounted for 41% of the variance in log WDI (R2 = 0.41), p = 0.0002). Applying a log WDI cutoff value of -0.349 discriminated between patients who develop an INR > 4 and those who do not, with a sensitivity of 75% and a specificity of 70%. Conclusions This single-centre study has highlighted two risk factors for increased warfarin sensitivity post-cardiac surgery. Further research is needed to confirm these findings in a wider, more diverse population, and to validate this model.
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Affiliation(s)
- Karen Tyson
- Pharmacy Department, Brighton and Sussex University Hospitals NHS Trust, Brighton, UKBrighton and Sussex Centre for Medicines Optimisation, School of Pharmacy and Biomolecular Sciences, University of Brighton, Brighton, UK
| | - Nevil Hutchinson
- Department of Anaesthesia, Brighton and Sussex University Hospitals NHS Trust, Brighton, UK
| | - Sian Williams
- Brighton and Sussex Centre for Medicines Optimisation, School of Pharmacy and Biomolecular Sciences, University of Brighton, Brighton, UK
| | - Greg Scutt
- Brighton and Sussex Centre for Medicines Optimisation. School of Pharmacy and Biomolecular Sciences, University of Brighton, Brighton, BN2 4GJ, UK
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Novel isomeric metabolite profiles correlate with warfarin metabolism phenotype during maintenance dosing in a pilot study of 29 patients. Blood Coagul Fibrinolysis 2018; 29:602-612. [PMID: 30334816 DOI: 10.1097/mbc.0000000000000752] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
: For this pilot study, we leveraged metabolite patterns for warfarin patients to more accurately assess clinically relevant differences in drug metabolism. We tested our hypothesis that plasma metabolite levels correlate with the influence of clinical factors on R-warfarin and S-warfarin metabolism (warfarin metabolic phenotype). We recruited 29 patients receiving a maintenance dose and testing within targeted therapeutic range. We determined their CYP2C9 and vitamin K epoxide reductase genotype and profiled 14 isomeric forms of warfarin and its metabolites. We employed three novel types of clearance ratios using analyte levels to perform multiple-linear regression analyses with clinical factors impacting drug metabolism and dose-responses. Competitive clearance ratios correlated with seven clinical factors including lifestyle choices (smoking), genetics (CYP2C9 and vitamin K epoxide reductase 1), and drug interactions (omeprazole) along with age, weight, and malignancy. Significant competitive clearance ratio correlations (P = 0.04 to < 0.001) explained 21-95% variability. Their performances surpassed that of oxidative and metabolic clearance ratios based on the number and significance of correlations. Competitive clearance ratios may accurately assess significance of factors on maintaining levels of pharmacologically active forms of the drug and metabolites related to dose-responses and thus provide a strategy to minimize adverse events and improve safety during anticoagulant therapy. This unique capacity could provide a strategy in a future, higher power study with a larger cohort of patients to more accurately assess the significance of clinical factors on active drug levels contributing to warfarin dose-responses.
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Ather S, Shendre A, Beasley TM, Brown T, Hill CE, Prabhu SD, Limdi NA. Effect of Left Ventricular Systolic Dysfunction on Response to Warfarin. Am J Cardiol 2016; 118:232-6. [PMID: 27241839 DOI: 10.1016/j.amjcard.2016.04.047] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2016] [Revised: 04/20/2016] [Accepted: 04/20/2016] [Indexed: 10/21/2022]
Abstract
Candidates for chronic warfarin therapy often have co-morbid conditions, such as heart failure, with reduced left ventricular ejection fraction. Previous reports have demonstrated an increased risk of over-anticoagulation due to reduced warfarin dose requirement in patients with decompensated heart failure. However, the influence of left ventricular systolic dysfunction (LVSD), defined as left ventricular ejection fraction <40%, on warfarin response has not been evaluated. Here, we assess the influence of LVSD on warfarin dose, anticoagulation control (percent time in target range), and risk of over-anticoagulation (international normalized ratio >4) and major hemorrhage. Of the 1,354 patients included in this prospective cohort study, 214 patients (16%) had LVSD. Patients with LVSD required 11% lower warfarin dose compared with those without LVSD (p <0.001) using multivariate linear regression analyses. Using multivariate Cox proportional hazards model, patients with LVSD experienced similar levels of anticoagulation control (percent time in target range: 51% vs 53% p = 0.15), risk of over-anticoagulation (international normalized ratio >4; hazard ratio 1.01, 95% confidence interval 0.82 to 1.25; p = 0.91), and risk of major hemorrhage (hazard ratio 1.11; 95% confidence interval 0.70 to 1.74; p = 0.66). Addition of LVSD variable in the model increased the variability explained from 35% to 36% for warfarin dose prediction. In conclusion, our results demonstrate that patients with LVSD require lower doses of warfarin. Whether warfarin dosing algorithms incorporating LVSD in determining initial doses improves outcomes needs to be evaluated.
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Hatta FH, Lundblad M, Ramsjo M, Kang JH, Roh HK, Bertilsson L, Eliasson E, Aklillu E. Differences inCYP2C9Genotype and Enzyme Activity Between Swedes and Koreans of Relevance for Personalized Medicine: Role of Ethnicity, Genotype, Smoking, Age, and Sex. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2015; 19:346-53. [DOI: 10.1089/omi.2015.0022] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Fazleen H.M. Hatta
- Department of Laboratory Medicine, Karolinska Institutet, Division of Clinical Pharmacology, Karolinska University Hospital, Huddinge, Sweden
- Integrative Pharmacogenomics Institute (iPROMISE), Faculty of Pharmacy, Universiti Teknologi MARA, Selangor, Malaysia
| | - Mia Lundblad
- Department of Laboratory Medicine, Karolinska Institutet, Division of Clinical Pharmacology, Karolinska University Hospital, Huddinge, Sweden
| | - Margareta Ramsjo
- Department of Laboratory Medicine, Karolinska Institutet, Division of Clinical Pharmacology, Karolinska University Hospital, Huddinge, Sweden
| | - Ju-Hee Kang
- Department of Clinical Pharmacology, Inha University School of Medicine and Clinical Pharmacology, Inha University Hospital, Inha University, Incheon, Korea
| | - Hyung-Keun Roh
- Department of Internal Medicine, Division of Clinical Pharmacology, Gachon University Hospital, Incheon, Korea
| | - Leif Bertilsson
- Department of Laboratory Medicine, Karolinska Institutet, Division of Clinical Pharmacology, Karolinska University Hospital, Huddinge, Sweden
| | - Erik Eliasson
- Department of Laboratory Medicine, Karolinska Institutet, Division of Clinical Pharmacology, Karolinska University Hospital, Huddinge, Sweden
| | - Eleni Aklillu
- Department of Laboratory Medicine, Karolinska Institutet, Division of Clinical Pharmacology, Karolinska University Hospital, Huddinge, Sweden
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Warfarin Metabolites in Patients Following Cardiac Valve Implantation: A Contribution of Clinical and Genetic Factors. Cardiovasc Drugs Ther 2015; 29:257-64. [PMID: 25986145 DOI: 10.1007/s10557-015-6591-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
INTRODUCTION Warfarin, a racemic mixture of S- and R-enantiomers, is the cornerstone of therapy in patients following cardiac valve replacement. S-warfarin is metabolized to 7-S-hydroxywarfarin by the cytochrome P450 isoform 2C9 encoded by CYP2C9 gene. R-warfarin is metabolized by multiple cytochromes P450. We sought to assess the impact of clinical and genetic factors on circulating warfarin metabolites following valve implantation. MATERIAL AND METHODS Venous blood was collected from 120 patients after 3 months since elective mitral and/or aortic valve replacement. Plasma S-warfarin, R-warfarin, S-7-hydroxywarfarin, and R-7-hydroxywarfarin were determined using high-performance liquid chromatography. The S-7-hydroxywarfarin/S-warfarin and S-warfarin/R-warfarin (S/R) ratios, along with warfarin sensitivity index (WSI), defined as INR/S-warfarin ratio, were calculated. Vitamin K epoxide reductase complex subunit 1 (VKORC1) c.-1639A, CYP2C9*3 and CYP2C9*2 alleles were determined using real-time polymerase chain reaction. RESULTS The S-warfarin was higher in former smokers (p = 0.047) and the VKORC1 c.-1639A allele carriers (p < 0.0001). The S-7-hydroxywarfarin was lower in carriers of the VKORC1 c.-1639A allele (p = 0.0005) and CYP2C9*3 (p = 0.047). The S-7-hydroxywarfarin/S-warfarin ratio was lower in the carriers of CYP2C9*3 (p = 0.008), but not in those with VKORC1 -c.1639A allele. The S/R ratio was higher in patients with hypertension (p = 0.01). The independent predictors of elevated S/R ratio defined as the upper quartile were diabetes (p = 0.045), CYP2C9*3 (p < 0.0001) and CYP2C9*2 (p = 0.0002). The independent predictors of elevated WSI were current smoking (p = 0.049), implantation of mechanical valve (p = 0.006) and VKORC1c.-1639A allele (p = 0.007). CONCLUSION We conclude that not only genetic, but also several clinical factors affect warfarin metabolites in patients following cardiac valve implantation.
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Lee VWY, Tam CS, Yan BP, Man Yu C, Yin Lam Y. Barriers to warfarin use for stroke prevention in patients with atrial fibrillation in Hong Kong. Clin Cardiol 2012; 36:166-71. [PMID: 23151816 DOI: 10.1002/clc.22077] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2012] [Accepted: 10/05/2012] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Oral anticoagulation medications such as warfarin reduce the risk of stroke in atrial fibrillation (AF) but have been underutilized. This study aimed to investigate physicians' perceptions of stroke prevention management and patients' knowledge of AF and warfarin therapy in Hong Kong (HK). HYPOTHESIS Both physician and patient's knowledge on warfarin use were the barriers for stroke prevention in patients with atrial fibrillation in Hong Kong. METHODS This prospective survey-based study was conducted between February 2011 and April 2011 to assess physicians' perceptions of stroke prevention management, patients' knowledge of AF, and patients' knowledge of warfarin therapy. The results were scored and compared with those in foreign countries. RESULTS Sixty-two physicians and 114 warfarin users were recruited in the study. The average score of HK physicians in the knowledge of stroke prevention therapy in AF patients was lower than that of Australian (AUS) family physicians (HK 2.48 vs AUS 4.02 out of 7). The mean scores of AF patients in Hong Kong regarding the knowledge of AF were lower than that of United Kingdom (UK) (HK 1.16 vs UK 2.24 out of 4) (P < 0.001) and that of Finland (FIN) (HK 2.77 vs FIN 5.94 out of 8) (P < 0.001), respectively. The mean score of AF patients in Hong Kong regarding the knowledge of warfarin therapy was lower than that of AF patients in the United States (US) (HK 2.39 vs US 3.92). CONCLUSIONS The barriers of warfarin use for AF patients in Hong Kong were related to both physicians and patients. Many Hong Kong physicians did not comply with international recommendations of stroke prevention in AF patients, and AF patients had a low knowledge level about the disease and warfarin therapy.
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Affiliation(s)
- Vivian W Y Lee
- School of Pharmacy, Faculty of Medicine, the Chinese University of Hong Kong, Hong Kong.
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12
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Ho JCS, Chang AM, Yan BP, Yu CM, Lam YY, Lee VWY. Dabigatran compared with warfarin for stroke prevention with atrial fibrillation: experience in Hong Kong. Clin Cardiol 2012; 35:E40-5. [PMID: 23108916 DOI: 10.1002/clc.22069] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2012] [Accepted: 09/23/2012] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Dabigatran is an oral direct thrombin inhibitor recently approved for stroke prevention in atrial fibrillation (AF) as an alternative to warfarin. The primary advantages of dabigatran are freedom from monitoring and less interaction with other drugs and food. It is ideal for patients who are unwilling to adhere to regular coagulation monitoring or whose therapeutic effect using warfarin is not optimal despite adequate monitoring and management. However, the impact of dabigatran on health-related quality of life (HRQoL) and drug compliance has been less evaluated. This study aimed to evaluate the clinical and humanistic outcomes of dabigatran use in Hong Kong. HYPOTHESIS Dabigatran 110 mg twice daily was non-inferior in stroke prophylaxis in AF patients compared to adjusted-dose warfarin; while dabigatran 150 mg twice daily was superior to adjusted-dose warfarin in the real world data in Hong Kong. METHODS We retrospectively analyzed 244 patients with newly diagnosed AF and prescribed dabigatran (n = 122) or warfarin (n = 122) for stroke prophylaxis from the Prince of Wales Hospital between January 2010 to November 2011. Clinical outcomes including death, stroke, bleeding, and HRQoL using the EuroQol EQ-5D-5L were compared between patients on dabigatran and warfarin. RESULTS The median duration of follow-up was 310 days. Stroke occurred in 2 patients (1.64%) in the dabigatran group and 4 in the warfarin group (3.28%) (adjusted hazard ratio [HR]: 0.53, P = 0.47). Bleeding of any degree occurred in 28 patients on dabigatran and 38 patients on warfarin (adjusted HR: 0.76, P = 0.28), with age over 70 years and renal impairment being significant positive predictors of bleeding (P = 0.01 and 0.02, respectively). Dyspepsia was the most common adverse event of dabigatran over warfarin (19.7% vs 8.2%, P = 0.01). Rate of discontinuation of dabigatran was 25.4%, with dyspepsia being the most common cause for discontinuation (6 patients, 4.92%). There was no significant difference in drug compliance or HRQoL at 1 year between the 2 groups (utility score 0.77 [dabigatran] vs 0.74 [warfarin], P = 0.28). CONCLUSIONS In Hong Kong, the clinical efficacy and safety of dabigatran were comparable to that of warfarin, and drug compliance and HRQoL of using dabigatran and warfarin were similar after 1 year of use.
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Affiliation(s)
- Jason C S Ho
- School of Pharmacy, Faculty of Medicine, Prince of Wales Hospital, Li Ka Shing Institute of Health and Sciences, Institute of Vascular Medicine, The Chinese University of Hong Kong, Hong Kong
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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.
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Affiliation(s)
- Andrea L Jorgensen
- Department of Biostatistics, Shelley's Cottage, University of Liverpool, Liverpool, United Kingdom.
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Nathisuwan S, Dilokthornsakul P, Chaiyakunapruk N, Morarai T, Yodting T, Piriyachananusorn N. Assessing evidence of interaction between smoking and warfarin: a systematic review and meta-analysis. Chest 2011; 139:1130-1139. [PMID: 21540214 DOI: 10.1378/chest.10-0777] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Chronic smoking, theoretically, can interfere with warfarin metabolism through enzyme-inducing effects of polycyclic aromatic hydrocarbons. However, clinical evidence of interactions between warfarin and smoking are inconclusive. This study aimed to systematically review all relevant clinical evidence of this interaction. METHODS We performed a systematic search using computerized databases, including PubMed, Embase, Cochrane Central Register of Controlled Trials, CINAHL, Allied and Complementary Medicine, PsycINFO, International Pharmaceutical Abstracts, and ClinicalTrials.gov from 1966 to December 2008. Keywords included "warfarin" with "smoking," "tobacco," "cigarette," and "polycyclic aromatic hydrocarbons." Original articles reporting interaction between warfarin and smoking were included. All articles were reviewed independently by two investigators for study design, population, outcomes, and quality of evidence. RESULTS Of the 1,240 studies retrieved, one experimental pharmacokinetic study and 12 cross-sectional studies were included. The pooled analyses of multivariate studies suggested that smoking was associated with a 12.13% (95% CI, 6.999-17.265; P < .001) increase in warfarin dosage requirement and an additional 2.26 mg (95% CI, 2.529-7.042; P = .355) per week compared with nonsmoking. Additional sensitivity analysis of four multivariate studies with adjustment for pharmacogenomic factors suggested that smoking was associated with a 13.21% (95% CI, 8.59%-17.83%; P < .001) increase in warfarin dosage requirement compared with nonsmokers. Results of an experimental pharmacokinetic study lend theoretical support to the findings. CONCLUSIONS Evidence suggests that smoking may potentially cause significant interaction with warfarin by increasing warfarin clearance, which leads to reduced warfarin effects. Close monitoring of warfarin therapy should be instituted when there is a change in smoking status of patients requiring warfarin therapy.
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Affiliation(s)
- Surakit Nathisuwan
- Clinical Pharmacy Division, Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | - Piyameth Dilokthornsakul
- Center of Pharmaceutical Outcomes Research, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand; Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand
| | - Nathorn Chaiyakunapruk
- Center of Pharmaceutical Outcomes Research, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand; Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand; School of Population Health, University of Queensland, Brisbane, QLD, Australia; School of Pharmacy, University of Wisconsin, Madison, WI.
| | - Tatiya Morarai
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand
| | - Thararat Yodting
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand
| | - Nichakorn Piriyachananusorn
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand
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Duran-Parrondo C, Vazquez-Lago JM, Campos-Lopez AM, Figueiras A. Impact of a Pharmacotherapeutic Programme on Control and Safety of Long-Term Anticoagulation Treatment. Drug Saf 2011; 34:489-500. [DOI: 10.2165/11588520-000000000-00000] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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Kwon MJ, Kim HJ, Kim JW, Lee KH, Sohn KH, Cho HJ, On YK, Kim JS, Lee SY. Determination of plasma warfarin concentrations in Korean patients and its potential for clinical application. Korean J Lab Med 2010; 29:515-23. [PMID: 20046082 DOI: 10.3343/kjlm.2009.29.6.515] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Warfarin is a widely used oral anticoagulant with broad within- and between-individual dose requirements. Warfarin concentrations can be monitored by assessing its pharmacologic effects on International Normalized Ratio (INR). However, this approach has not been applied in the routine clinical management of patients receiving warfarin therapy. We performed a plasma warfarin assay using high-performance liquid chromatography tandem mass spectrometry (HPLC-MS/MS) to determine if such an assay can be utilized in routine clinical practice. METHODS We included a total of 105 patients with atrial fibrillation, and who were receiving warfarin for more than 1 yr. The plasma concentrations of total warfarin and 7-hydroxywarfarin were determined by HPLC-MS/MS (Waters, UK). We assessed the association between warfarin dose, concentration, and INR as well as the effects of these factors on warfarin concentrations. RESULTS The mean maintenance dose of warfarin in 105 patients was 4.1 +/-1.3 mg/day (range, 1.7-8.0 mg/day) and their mean plasma warfarin concentration was 1.3+/-0.5 mg/L. We defined a concentration range of 0.6-2.6 mg/L (corresponding to the 2.5th to 97.5th percentile range of the Plasma warfarin levels in the 74 patients showing INR within target range) as the therapeutic range for warfarin. The correlation of warfarin dose with warfarin concentration (r(2)=0.259, P<0.001) was higher than that with INR (r(2)=0.029, P=0.072). CONCLUSIONS There was a significant correlation between warfarin dose and plasma warfarin concentrations in Korean patients with atrial fibrillation. Hence, plasma warfarin monitoring can help determine dose adjustments and improve our understanding of individual patient response to warfarin treatment.
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Affiliation(s)
- Min-Jung Kwon
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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You JHS, Tsui KKN, Wong RSM, Cheng G. Potential Clinical and Economic Outcomes of CYP2C9 and VKORC1 Genotype-Guided Dosing in Patients Starting Warfarin Therapy. Clin Pharmacol Ther 2009; 86:540-7. [DOI: 10.1038/clpt.2009.104] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Noel JM. ASHP therapeutic position statement on the use of second-generation antipsychotic medications in the treatment of adults with psychotic disorders. Am J Health Syst Pharm 2007; 64:863-76. [PMID: 17420192 DOI: 10.2146/ajhp070051] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Affiliation(s)
- Jason M Noel
- University of Maryland School of Pharmacy, Baltimore 21201, USA.
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Self TH, Reaves AB, Oliphant CS, Sands C. Does heart failure exacerbation increase response to warfarin? A critical review of the literature. Curr Med Res Opin 2006; 22:2089-94. [PMID: 17076968 DOI: 10.1185/030079906x132479] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND Numerous factors, such as other drugs, diet, and age, are well documented as altering response to warfarin. Less attention has been focused on the effect of disease states on the response to oral anticoagulants. Decompensated heart failure is reported to increase response to warfarin, but documentation is limited. OBJECTIVE The purpose of this review is to critically examine the evidence of a possible effect of heart failure exacerbations on response to warfarin. RESEARCH DESIGN AND METHODS A literature search was completed of the last 60 years using several databases, including PubMed, MEDLINE, EMBASE, and SCOPUS. Key terms in our search included 'warfarin' AND 'heart failure' and 'heart failure exacerbation' (or 'decompensated heart failure') AND 'effect on warfarin'. When relevant citations were found, the references cited by those authors were checked. RESULTS Several reports from 1946-1989 suggested that decompensated heart failure increases response to oral anticoagulants. Unfortunately, these early reports have important limitations. More recent reports, since the widespread use of the international normalized ratio (INR), also suggest that heart failure exacerbations are associated with increased response to warfarin. Patient populations are small in these reports. CONCLUSIONS Heart failure exacerbations may be associated with an increased response to warfarin and other vitamin K antagonists, but many reports are inadequate, and it appears that not all patients are susceptible to this effect. More frequent monitoring of INR in patients with decompensated heart failure is warranted. It is prudent to initiate warfarin at lower doses in patients with a history of heart failure and to monitor INR every 1-2 weeks during times of instability in ambulatory patients, and daily INRs in hospitalized patients. Given the large number of variables that impact on warfarin dose requirement, it is difficult to clearly establish the effect of decompensated heart failure on response to warfarin. Further studies must take all of these variables into account.
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Affiliation(s)
- Timothy H Self
- College of Pharmacy, University of Tennessee Health Science Center; Methodist University Hospital, Memphis, TN 38163, USA.
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Chern HD, Ueng TH, Fu YP, Cheng CW. CYP2C9 polymorphism and warfarin sensitivity in Taiwan Chinese. Clin Chim Acta 2006; 367:108-13. [PMID: 16413010 DOI: 10.1016/j.cca.2005.11.026] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2005] [Revised: 11/24/2005] [Accepted: 11/26/2005] [Indexed: 11/21/2022]
Abstract
BACKGROUND Warfarin prevents thromboembolism in patients with prosthetic heart valvular replacement. Cytochrome P4502C9 (CYP2C9) is polymorphic in human and is principally responsible for the metabolism of warfarin. However, known CYP2C9 polymorphisms cannot entirely account for the low dose requirement of warfarin in Chinese-Taiwanese receiving mitral valve replacement. We screened a new polymorphism of CYP2C9 and investigated its role in warfarin sensitivity. METHODS We examined warfarin dose requirements in 239 Chinese-Taiwanese patients who had attended a cardiac surgery clinic in National Taiwan University Hospital. DNA samples were obtained from 106 Chinese-Taiwanese (37 patients and 69 unrelated healthy controls), and healthy control subjects of Caucasians (n=28) and African-Americans (n=28). Four out of those 37 patients were poor metabolizers of warfarin, and their DNA were subjected to sequencing analysis. Moreover, CYP2C9 genotyping analyses were performed using PCR-RFLP analysis. The chi2 test and Fisher's exact test were used to compare the differences of the allelic frequency and genotype. The association between warfarin dose requirement and genetic polymorphism of CYP2C9 was also analysed. RESULTS The mean daily warfarin dose was 3.11+/-1.62 mg for the maintenance of the international normalized ratio of 2 to 3 in 239 patients. A single nucleotide substitution from G to C was found in this study. This SNP, G-65/C, is in intron 3, 65 base pairs upstream of exon 4. The allelic frequencies of C-65 in healthy controls were 0.125, 0.058 and approximately 0 with respect to African-American, Chinese-Taiwanese and Caucasian, implying inter-ethnic variations of the C-65 allele. In addition, patients who were carrier of either the heterozygous or homozygous C-65 variant received half of the usual warfarin dose. CONCLUSION The novel intronic G-65/C mutation appears to be inter-racially different in allelic frequency, and that the anticoagulation was affected in response to warfarin sensitivity in Chinese-Taiwanese patients receiving mitral valve replacement.
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Affiliation(s)
- Herng-Der Chern
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
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