1
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Cheng ZZ, Hu X, Li YL, Zhang L. Predicting bioequivalence and developing dissolution bioequivalence safe space in vitro for warfarin using a Physiologically-Based pharmacokinetic absorption model. Eur J Pharm Biopharm 2023; 191:12-25. [PMID: 37567396 DOI: 10.1016/j.ejpb.2023.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 07/13/2023] [Accepted: 08/08/2023] [Indexed: 08/13/2023]
Abstract
OBJECTIVE Bioequivalence (BE) studies support the approval and clinical use of both new and generic drug products. Narrow therapeutic index (NTI) drugs have relatively high costs and low success rates of BE evaluation clinical trials as high-risk drugs. A physiologically-based pharmacokinetic (PBPK) model can be used to evaluate the BE of two preparations. METHODS This study inputs the basic physical and chemical property parameters of warfarin sodium available at the present stage into GastroPlus™ software, and combined it with the Advanced Compartmental Absorption and Transit (ACAT™) model built into the software. The PBPK model of Chinese individuals taking 2.5 mg of warfarin sodium orally while fasted condition was developed using the disposal parameters calculated from the clinically measured PK data of the reference preparations. The model was tested using the PK data of other reference preparations and tested preparations from different domestic manufacturers. RESULTS The results revealed that at least 30% of drugs are released in 30 min under a pH of 4.5 condition, and at least 80% are released in 30 min under a pH of 6.8 condition, which can be used as bioequivalent dissolution limits under fasted conditions. The risk of BE failure in the fed condition will be significantly reduced for the clinical study on the BE of warfarin sodium, which is a NTI drug if the fasted condition is bioequivalent. CONCLUSION The results revealed that the PBPK models were successfully developed for 2.5 mg of warfarin sodium tablets in Chinese individuals. Developing a PBPK model for NTI drugs based on in vitro dissolution data in software is a promising method for BE evaluation, which can provide great help for developing new drugs and the clinical trial research of BE of generic drugs.
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Affiliation(s)
- Zi-Zhao Cheng
- Department of Pharmacology, Xuanwu Hospital of Capital Medical University, National Clinical Research Center for Geriatric Diseases, Beijing Engineering Research Center for Nerve System Drugs,Beijing Municipal Geriatric Medical Research Center, Beijing 100053, China
| | - Xiao Hu
- Department of Pharmacology, Xuanwu Hospital of Capital Medical University, National Clinical Research Center for Geriatric Diseases, Beijing Engineering Research Center for Nerve System Drugs,Beijing Municipal Geriatric Medical Research Center, Beijing 100053, China
| | - Ya-Li Li
- Department of Pharmacology, Xuanwu Hospital of Capital Medical University, National Clinical Research Center for Geriatric Diseases, Beijing Engineering Research Center for Nerve System Drugs,Beijing Municipal Geriatric Medical Research Center, Beijing 100053, China
| | - Lan Zhang
- Department of Pharmacology, Xuanwu Hospital of Capital Medical University, National Clinical Research Center for Geriatric Diseases, Beijing Engineering Research Center for Nerve System Drugs,Beijing Municipal Geriatric Medical Research Center, Beijing 100053, China.
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2
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Zhu Y, You J, Gu X, Zhu H, Liu J. Pharmacogenetics of warfarin dosing in Chinese adults with nonvalvular atrial fibrillation. Eur J Clin Pharmacol 2023; 79:427-435. [PMID: 36708395 DOI: 10.1007/s00228-023-03458-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 01/18/2023] [Indexed: 01/29/2023]
Abstract
BACKGROUND The guide for the use of genotype-guided warfarin dosing in patients for the treatment of non-valvular atrial fibrillation (AF) is still lacking. AIM We aimed to evaluate whether genotype-guided warfarin dosing is superior to conventional clinical dosing for the outcomes of interest in Chinese patients. METHOD Our study consisted of 508 newly recruited and 471 existing Chinese AF patients. Among the total 979 patients, 585 patients received their dose of warfarin determined by a genetic and clinical factor (gene group), while the remaining 394 patients whose dosing was determined empirically in control group. We incorporated CYP2C9 and VKORC1 genotypes into the gene group. The international normalized ratio (INR) measurement and standard protocols were used for further dose adjustment in both groups. The primary outcomes were the percentage of time in the therapeutic range (%TTR) and INR during 12-month follow-up. Secondary safety outcome included bleeding and thrombotic events. RESULTS Compared with the control group, the average TTR of the gene group was higher [68.4 ± 20.6% vs 48.5 ± 21.6%, P < 0.001]. The average INR monitoring times to reach the therapeutic time in the gene group was lower (P < 0.001). The risk ratios (RR) for cumulative incidence of total bleeding events, minor bleeding events, gastrointestinal bleeding, and intracerebral bleeding events were not significantly different between the two groups (P > 0.05). Comparing to the analysis using existing 471 patients, the analysis using total 979 patients showed that the gene group experienced a lower (RR 0.4 (95% CI 0.2 to 0.8), P = 0.008) incidence of cumulative ischemic stroke. CONCLUSION Genotype-guided warfarin administration increases the average TTR, reaches higher TTR levels in the early anticoagulant phase, and significantly reduces the risk of ischemic stroke events.
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Affiliation(s)
- Ye Zhu
- Clinical Medical College, Yangzhou University, Nantong West Road No. 98, Yangzhou, 225001, Jiangsu, China
- Department of Cardiology, Northern Jiangsu People's Hospital, Yangzhou, China
| | - Jia You
- Department of Internal Medicine, Yangzhou Maternal and Child Health Care Hospital, Yangzhou, 225001, Jiangsu, China
| | - Xiang Gu
- Clinical Medical College, Yangzhou University, Nantong West Road No. 98, Yangzhou, 225001, Jiangsu, China
- Department of Cardiology, Northern Jiangsu People's Hospital, Yangzhou, China
| | - Hua Zhu
- Clinical Medical College, Yangzhou University, Nantong West Road No. 98, Yangzhou, 225001, Jiangsu, China
- Department of Pharmacy, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China
| | - Jia Liu
- Clinical Medical College, Yangzhou University, Nantong West Road No. 98, Yangzhou, 225001, Jiangsu, China.
- Department of Pharmacy, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China.
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3
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Yang W, Ma J, Hu W, Dai H, Xu H. Associated factors and safety of the rapidly achieving first therapeutic target of warfarin in hospitalized patients: a retrospective cohort study. Int J Clin Pharm 2022; 44:939-946. [PMID: 35449349 DOI: 10.1007/s11096-022-01404-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 03/10/2022] [Accepted: 03/19/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND Warfarin is a commonly used anticoagulant drug in clinical practice. Rapidly achieving the first therapeutic international normalized ratio (INR) of warfarin may reduce the hospital length of stay. However, little research has been carried out to evaluate the influencing factors and the safety of rapidly achieving the first therapeutic INR target of warfarin. AIM To investigate the associated factors and the safety of rapidly achieving the first therapeutic INR target of warfarin. METHOD A retrospective cohort study was conducted in inpatients who took warfarin from November 2018 to October 2019. Patients' information was retrieved from medical records. RESULTS 487 patients were included. The mean achieving first therapeutic target time was 6.0 ± 3.2 days (median, 5.0 days). Age > 65 years, body mass index < 24 kg/m2, and initial warfarin dose ≥ 3 mg/d were independent factors associated with the rapidly achieving first INR target of warfarin therapy. The incidence of INR ≥ 4 was higher in patients achieving the first INR target rapidly than those achieving the first INR target slowly, while there were no significant differences in bleeding events between the two groups. CONCLUSION Hospitalized patients aged > 65 years, with a body mass index < 24 kg/m2, or receiving an initial warfarin dose ≥ 3 mg/d were more likely to achieve the first INR target of warfarin rapidly. Closer INR monitoring and appropriate warfarin dose adjustment are recommended to improve the safety for patients achieving the first INR ≥ 1.8 within 6 days after beginning oral warfarin.
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Affiliation(s)
- Wenjun Yang
- Department of Pharmacy, Second Affiliated Hospital, Zhejiang University School of Medicine, 310009, Hangzhou, China
| | - Jun Ma
- College of Pharmacy, Hangzhou Medical College, 310053, Hangzhou, China
| | - Wei Hu
- Department of Pharmacy, Second Affiliated Hospital, Zhejiang University School of Medicine, 310009, Hangzhou, China
| | - Haibin Dai
- Department of Pharmacy, Second Affiliated Hospital, Zhejiang University School of Medicine, 310009, Hangzhou, China
| | - Huimin Xu
- Department of Pharmacy, Second Affiliated Hospital, Zhejiang University School of Medicine, 310009, Hangzhou, China.
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4
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Asiimwe IG, Pirmohamed M. Ethnic Diversity and Warfarin Pharmacogenomics. Front Pharmacol 2022; 13:866058. [PMID: 35444556 PMCID: PMC9014219 DOI: 10.3389/fphar.2022.866058] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 03/14/2022] [Indexed: 12/23/2022] Open
Abstract
Warfarin has remained the most commonly prescribed vitamin K oral anticoagulant worldwide since its approval in 1954. Dosing challenges including having a narrow therapeutic window and a wide interpatient variability in dosing requirements have contributed to making it the most studied drug in terms of genotype-phenotype relationships. However, most of these studies have been conducted in Whites or Asians which means the current pharmacogenomics evidence-base does not reflect ethnic diversity. Due to differences in minor allele frequencies of key genetic variants, studies conducted in Whites/Asians may not be applicable to underrepresented populations such as Blacks, Hispanics/Latinos, American Indians/Alaska Natives and Native Hawaiians/other Pacific Islanders. This may exacerbate health inequalities when Whites/Asians have better anticoagulation profiles due to the existence of validated pharmacogenomic dosing algorithms which fail to perform similarly in the underrepresented populations. To examine the extent to which individual races/ethnicities are represented in the existing body of pharmacogenomic evidence, we review evidence pertaining to published pharmacogenomic dosing algorithms, including clinical utility studies, cost-effectiveness studies and clinical implementation guidelines that have been published in the warfarin field.
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Affiliation(s)
- Innocent G Asiimwe
- The Wolfson Centre for Personalized Medicine, MRC Centre for Drug Safety Science, Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Munir Pirmohamed
- The Wolfson Centre for Personalized Medicine, MRC Centre for Drug Safety Science, Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
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5
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Zolekar A, Kim K, Lee JC, Han J, Duarte JD, Galanter WL, Cavallari LH, Nutescu EA. Changing from mandatory to optional genotyping results in higher acceptance of pharmacist-guided warfarin dosing. Pharmacogenomics 2022; 23:85-95. [PMID: 35001645 DOI: 10.2217/pgs-2021-0109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: We evaluated the clinical acceptance and feasibility of a pharmacist-guided personalized consult service following its transition from a mandatory (mPGx) to optional (oPGx) CYP2C9/VKORC1/CYP4F2 genotyping for warfarin. Methods: A total of 1105 patients were included. Clinical acceptance and feasibility outcomes were analyzed using bivariate and multivariable analyses. Results: After transitioning to optional genotyping, genotype testing was still ordered in a large segment of the eligible population (52.1%). Physician acceptance of pharmacist-recommended doses improved from 83.9% (mPGx) to 86.6% (oPGx; OR: 1.3; 95% CI: 1.1-1.5; p = 0.01) with a shorter median genotype result turnaround time (oPGX: 23.6 h vs mPGX: 25.1 h; p < 0.01). Conclusion: Ordering of genotype testing and provider acceptance of dosing recommendations remained high after transitioning to optional genotyping.
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Affiliation(s)
- Ashwini Zolekar
- Department of Pharmacy Systems, Outcomes & Policy, University of Illinois Chicago College of Pharmacy, Chicago, IL 60612, USA
| | - Kibum Kim
- Department of Pharmacy Systems, Outcomes & Policy, University of Illinois Chicago College of Pharmacy, Chicago, IL 60612, USA
| | - James C Lee
- Department of Pharmacy Practice, University of Illinois Chicago College of Pharmacy, Chicago, IL 60612, USA
| | - Jin Han
- Department of Pharmacy Practice, University of Illinois Chicago College of Pharmacy, Chicago, IL 60612, USA.,Center for Pharmacoepidemiology & Pharmacoeconomic Research, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Julio D Duarte
- Department of Pharmacotherapy & Translational Research & Center for Pharmacogenomics & Precision Medicine, University of Florida College of Pharmacy, FL 32610, USA
| | - William L Galanter
- Department of Pharmacy Systems, Outcomes & Policy, University of Illinois Chicago College of Pharmacy, Chicago, IL 60612, USA.,Department of Pharmacy Practice, University of Illinois Chicago College of Pharmacy, Chicago, IL 60612, USA.,Department of Medicine, University of Illinois Chicago College of Medicine, Chicago, IL 60612, USA
| | - Larisa H Cavallari
- Department of Pharmacotherapy & Translational Research & Center for Pharmacogenomics & Precision Medicine, University of Florida College of Pharmacy, FL 32610, USA
| | - Edith A Nutescu
- Department of Pharmacy Practice, University of Illinois Chicago College of Pharmacy, Chicago, IL 60612, USA.,Center for Pharmacoepidemiology & Pharmacoeconomic Research, University of Illinois at Chicago, Chicago, IL 60612, USA
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6
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Wang X, Tang B, Zhou M, Liu L, Feng X, Wang X, Qiu K. Efficacy and safety of genotype-guided warfarin dosing versus non-genotype-guided warfarin dosing strategies: A systematic review and meta-analysis of 27 randomized controlled trials. Thromb Res 2021; 210:42-52. [PMID: 34999431 DOI: 10.1016/j.thromres.2021.12.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 12/05/2021] [Accepted: 12/20/2021] [Indexed: 12/29/2022]
Abstract
OBJECTIVE To evaluate the efficacy and safety of genotype-guided dosing (GD) strategies compared to non-genotype-guided dosing (non-GD) strategies for warfarin. METHODS Databases were searched up to July 2021. Meta-analysis was conducted with the Review Manager software (version 5.4) and R (version 4.0.5). Risk ratio (RR), mean difference (MD), and 95% confidence intervals (CIs) were used. Subgroup analyses were conducted based on ethnicity and dosing regimen in non-GD group. Meta-regression was performed to evaluate the relation of covariates. This study is registered with PROSPERO (CRD42021245654). RESULTS 27 randomized controlled trials with a total of 9906 patients were included. The GD group resulted in a significantly improved time in therapeutic range compared with non-GD group in follow-up duration within 30 days (MD: 5.95, 95%CI: 2.41-9.22, P = 0.001) and beyond 30 days (MD: 4.93, 1.40-8.47, P = 0.006), time to the first therapeutic international normalized ratio (MD: -1.80, -2.69 - -0.92, P < 0.0001), and time to reach stable dose (MD: -5.08, -7.09 - -3.07, P < 0.00001), incidence of major bleeding events (RR: 0.50, 0.33-0.75, P = 0.0008), total bleeding events (RR: 0.83, 0.73-0.95, P = 0.006), and thromboembolism (RR: 0.69, 0.49-0.96, P = 0.03). No differences were found in stable dose achievement, minor bleeding events, over anticoagulation, and all-cause mortality. Four improved efficacy outcomes were observed in GD group compared with fixed dosing group. Only time to the therapeutic INR was shortened in GD group compared with clinical adjusted dosing group. The result showed no difference of safety outcomes between GD group and fixed dosing group whereas a decreased incidence of major bleeding events was observed when comparing to clinical adjusted dosing group. CONCLUSION GD strategy was superior to fixed dosing strategy in term of efficacy outcomes and comparable to fixed dosing strategy in safety outcomes. Clinical adjusted regimen could partly substitute the genotype-guided dosing strategy for efficacy in insufficient conditions, but the risk of major bleeding events should be monitored.
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Affiliation(s)
- Xinrui Wang
- Department of Pharmacy, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China; Department of Pharmacy, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing, China
| | - Borui Tang
- Department of Pharmacy, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Meng Zhou
- Department of Pharmacy, The People's Hospital of Anyang City, Anyang 455000, China
| | - Lihong Liu
- Department of Pharmacy, China-Japan Friendship Hospital, Beijing 100029, China
| | - Xin Feng
- Department of Pharmacy, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing, China.
| | - Xin Wang
- Department of Pharmacy, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
| | - Kui Qiu
- Department of Pharmacy, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
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7
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Acenocoumarol Pharmacogenetic Dosing Algorithm versus Usual Care in Patients with Venous Thromboembolism: A Randomised Clinical Trial. J Clin Med 2021; 10:jcm10132949. [PMID: 34209131 PMCID: PMC8268204 DOI: 10.3390/jcm10132949] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 06/28/2021] [Accepted: 06/28/2021] [Indexed: 01/21/2023] Open
Abstract
Patients with venous thromboembolism (VTE) require immediate treatment with anticoagulants such as acenocoumarol. This multicentre randomised clinical trial evaluated the effectiveness of a dosing pharmacogenetic algorithm versus a standard-of-care dose adjustment at the beginning of acenocoumarol treatment. We included 144 patients with VTE. On the day of recruitment, a blood sample was obtained for genotyping (CYP2C9*2, CYP2C9*3, VKORC1, CYP4F2, APOE). Dose adjustment was performed on day 3 or 4 after the start of treatment according to the assigned group and the follow-up was at 12 weeks. The principal variable was the percentage of patients with an international normalised ratio (INR) within the therapeutic range on day 7. Thirty-four (47.2%) patients had an INR within the therapeutic range at day 7 after the start of treatment in the genotype-guided group compared with 14 (21.9%) in the control group (p = 0.0023). There were no significant differences in the time to achieve a stable INR, the number of INRs within the range in the first 6 weeks and at the end of study. Our results suggest the use of a pharmacogenetic algorithm for patients with VTE could be useful in achieving target INR control in the first days of treatment.
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8
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Sridharan K, Sivaramakrishnan G. A network meta-analysis of CYP2C9, CYP2C9 with VKORC1 and CYP2C9 with VKORC1 and CYP4F2 genotype-based warfarin dosing strategies compared to traditional. J Clin Pharm Ther 2020; 46:640-648. [PMID: 33346393 DOI: 10.1111/jcpt.13334] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 11/17/2020] [Accepted: 12/03/2020] [Indexed: 12/14/2022]
Abstract
WHAT IS KNOWN AND OBJECTIVES Variations in genotypes were observed in randomized clinical trials (RCTs) that evaluated genotype-based warfarin dosing. We carried out a network meta-analysis to assess whether any clinically significant differences exist between RCTs evaluating CYP2C9 with VKORC1, with CYP2C9 alone and CYP2C9, VKORC1, with CYP4F2 dosing strategies. METHODS Electronic records were searched for RCTs comparing genotype-based warfarin with traditional-dosing strategies. Key outcomes included were the time to first therapeutic international normalized ratio (INR); time to stable INR or warfarin dose; percent time in therapeutic range (TTR); and the proportion of patients with supra-therapeutic INR. Weighted mean differences (WMD) and odds ratios (OR) with 95% confidence intervals (95% CI) were the effect estimates. RESULTS AND DISCUSSION Twenty-six studies (7898 patients) were included. CYP2C9-based warfarin dosing was associated with a shorter time to first therapeutic INR (WMD: -2.73, 95% CI: -3.41, -2.05) and stable INR/warfarin dose (WMD: -8.1, 95% CI: -12.54, -3.66). CYP2C9 and VKORC1 were observed with a shorter time to first therapeutic INR (WMD: -1.92, 95% CI: -3.23, -0.61) and stable INR/warfarin dose (WMD: -4.6, 95% CI: -6.87, -2.34) along with a longer TTR (%) (WMD: 3.91, 95% CI: 1.18, 6.63). CYP2C9, VKORC1 and CYP4F2 were observed with a reduced proportion of patients with supra-therapeutic INR (OR: 0.68, 95% CI: 0.49, 0.93). Trial sequential analysis confirms the superior benefits of CYP2C9 with VKORC1 genotype. WHAT IS NEW AND CONCLUSION The present evidence is supportive of personalizing warfarin dose based only on CYP2C9 and VKORC1 genotypes compared to traditional strategies. More RCTs are needed to delineate any benefit for adding CYP4F2 to provide sufficient power for pooled analysis. No convincing evidence exists supporting the role of CYP2C9 alone.
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Affiliation(s)
- Kannan Sridharan
- Department of Pharmacology & Therapeutics, College of Medicine & Medical Sciences, Arabian Gulf University, Manama, Kingdom of Bahrain
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9
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Guo C, Kuang Y, Zhou H, Yuan H, Pei Q, Li J, Jiang W, Ng CM, Chen X, Huo Y, Cui Y, Wang X, Yu J, Sun X, Yu W, Chen P, Miao D, Liu W, Yu Z, Ouyang Z, Shi X, Lv C, Peng Z, Xiong G, Zeng G, Zeng J, Dai H, Peng J, Zhang Y, Xu F, Wu J, Chen X, Gong H, Yang Z, Wu X, Fang Q, Yang L, Li H, Tan H, Huang Z, Tang X, Yang Q, Tu S, Wang X, Xiang Y, Huang J, Wang X, Cai J, Jiang S, Huang L, Peng J, Gong L, Zou C, Yang G. Genotype-Guided Dosing of Warfarin in Chinese Adults: A Multicenter Randomized Clinical Trial. CIRCULATION-GENOMIC AND PRECISION MEDICINE 2020; 13:e002602. [PMID: 32510984 PMCID: PMC7439928 DOI: 10.1161/circgen.119.002602] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
BACKGROUND Warfarin is an effective treatment for thromboembolic disease but has a narrow therapeutic index; optimal anticoagulation dosage can differ tremendously among individuals. We aimed to evaluate whether genotype-guided warfarin dosing is superior to routine clinical dosing for the outcomes of interest in Chinese patients. METHODS We conducted a multicenter, randomized, single-blind, parallel-controlled trial from September 2014 to April 2017 in 15 hospitals in China. Eligible patients were ≥18 years of age, with atrial fibrillation or deep vein thrombosis without previous treatment of warfarin or a bleeding disorder. Nine follow-up visits were performed during the 12-week study period. The primary outcome measure was the percentage of time in the therapeutic range of the international normalized ratio during the first 12 weeks after starting warfarin therapy. RESULTS A total of 660 participants were enrolled and randomly assigned to a genotype-guided dosing group or a control group under standard dosing. The genotype-guided dosing group had a significantly higher percentage of time in the therapeutic range than the control group (58.8% versus 53.2% [95% CI of group difference, 1.1-10.2]; P=0.01). The genotype-guided dosing group also achieved the target international normalized ratio sooner than the control group. In subgroup analyses, warfarin normal sensitivity group had an even higher percentage of time in the therapeutic range during the first 12 weeks compared with the control group (60.8% versus 48.9% [95% CI, 1.1-24.4]). The incidence of adverse events was low in both groups. CONCLUSIONS The outcomes of genotype-guided warfarin dosing were superior to those of clinical standard dosing. These findings raise the prospect of precision warfarin treatment in China. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT02211326.
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Affiliation(s)
- Chengxian Guo
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China.,Department of Pharmacy (C.G., Q.P., L.H., Jinfu Peng, G.Y.), Central South University, Changsha, China.,Research Center of Drug Clinical Evaluation (C.G., Y.K., G.Y.), Central South University, Changsha, China
| | - Yun Kuang
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China.,Research Center of Drug Clinical Evaluation (C.G., Y.K., G.Y.), Central South University, Changsha, China
| | - Honghao Zhou
- Department of Clinical Pharmacology, Xiangya Hospital (H.Z., Xiaoping Chen), Central South University, Changsha, China
| | - Hong Yuan
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Qi Pei
- Department of Pharmacy (C.G., Q.P., L.H., Jinfu Peng, G.Y.), Central South University, Changsha, China
| | - Jingle Li
- Department of Cardiology, The Third Xiangya Hospital (J.L., W.J., X.T., Q.Y., S.T., Xiaoyan Wang, J.C., S.J.), Central South University, Changsha, China
| | - Weihong Jiang
- Department of Cardiology, The Third Xiangya Hospital (J.L., W.J., X.T., Q.Y., S.T., Xiaoyan Wang, J.C., S.J.), Central South University, Changsha, China
| | - Chee M Ng
- College of Pharmacy, University of Kentucky, Lexington (C.M.N.)
| | - Xiaoping Chen
- Department of Clinical Pharmacology, Xiangya Hospital (H.Z., Xiaoping Chen), Central South University, Changsha, China.,Institute of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics (Xiaoping Chen)
| | - Yong Huo
- Department of Cardiology (Y.H.), Peking University Health Science Center, Beijing, China
| | - Yimin Cui
- Department of Pharmacy, Peking University First Hospital (Y.C.), Peking University Health Science Center, Beijing, China.,Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences (Y.C.), Peking University Health Science Center, Beijing, China
| | - Xiaobin Wang
- Department of Population, Family and Reproductive Health, Center on the Early Life Origins of Disease, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD (Xiaobin Wang).,Division of General Pediatrics and Adolescent Medicine, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD (Xiaobin Wang)
| | - Jingjing Yu
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Xue Sun
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Wanying Yu
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Peng Chen
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Da Miao
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Wenyu Liu
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Zaixin Yu
- Department of Cardiology, Third Hospital of Changsha, China (Y.Z.)
| | - Zewei Ouyang
- Department of Cardiology, Shaoyang Central Hospital, China (Z.O., X. Shi)
| | - Xiangjiang Shi
- Department of Cardiology, Shaoyang Central Hospital, China (Z.O., X. Shi)
| | - Chunmei Lv
- Department of Cardiology, The First People's Hospital of Shaoyang, China (C.L., Z.P.)
| | - Zijing Peng
- Department of Cardiology, The First People's Hospital of Shaoyang, China (C.L., Z.P.)
| | - Guozuo Xiong
- Department of Vascular Surgery (G.X.), The Second Affiliated Hospital, University of South China, Hengyang
| | - Gaofeng Zeng
- Department of Cardiology (G.Z.), The Second Affiliated Hospital, University of South China, Hengyang
| | - Jianping Zeng
- Department of Cardiology, Xiangtan Central Hospital, China (J.Z.)
| | - Haiying Dai
- Department of Cardiology, Changsha Central Hospital, China (H.D.)
| | - Jianqiang Peng
- Department of Cardiology, Hunan Provincial People's Hospital, China (Jianqiang Peng)
| | - Yuming Zhang
- Department of Cardiology, Third Hospital of Changsha, China (Y.Z.)
| | - Fanghua Xu
- Department of Cardiology, First People's Hospital of Xiangtan City, China (F.X.)
| | - Jie Wu
- Department of Cardiology, First Affiliated Hospital of University of South China, Hengyang (J.W.)
| | - Xiaoliang Chen
- Department of Cardiology, Chenzhou First People's Hospital, China (Xiaoliang Chen)
| | - Hao Gong
- Department of Cardiology, The Fourth Hospital of Changsha, China (H.G.)
| | - Zhiyuan Yang
- Department of Cardiology, Loudi Central Hospital, China (Z. Yang)
| | - Xianming Wu
- Department of Cardiology, Yiyang Central Hospital, China (X. Wu)
| | - Qiulian Fang
- School of Mathematics and Statistics (Q.F., L.Y.), Central South University, Changsha, China
| | - Liu Yang
- School of Mathematics and Statistics (Q.F., L.Y.), Central South University, Changsha, China
| | - Haigang Li
- Department of Pharmacy, Changsha Medical University, China (H.L.)
| | - Hongyi Tan
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Zhijun Huang
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Xiaohong Tang
- Department of Cardiology, The Third Xiangya Hospital (J.L., W.J., X.T., Q.Y., S.T., Xiaoyan Wang, J.C., S.J.), Central South University, Changsha, China
| | - Qiong Yang
- Department of Cardiology, The Third Xiangya Hospital (J.L., W.J., X.T., Q.Y., S.T., Xiaoyan Wang, J.C., S.J.), Central South University, Changsha, China
| | - Shan Tu
- Department of Cardiology, The Third Xiangya Hospital (J.L., W.J., X.T., Q.Y., S.T., Xiaoyan Wang, J.C., S.J.), Central South University, Changsha, China
| | - Xiaoyan Wang
- Department of Cardiology, The Third Xiangya Hospital (J.L., W.J., X.T., Q.Y., S.T., Xiaoyan Wang, J.C., S.J.), Central South University, Changsha, China
| | - Yuxia Xiang
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Jie Huang
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Xiaomin Wang
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Jingjing Cai
- Department of Cardiology, The Third Xiangya Hospital (J.L., W.J., X.T., Q.Y., S.T., Xiaoyan Wang, J.C., S.J.), Central South University, Changsha, China
| | - Shanjie Jiang
- Department of Cardiology, The Third Xiangya Hospital (J.L., W.J., X.T., Q.Y., S.T., Xiaoyan Wang, J.C., S.J.), Central South University, Changsha, China
| | - Lu Huang
- Department of Pharmacy (C.G., Q.P., L.H., Jinfu Peng, G.Y.), Central South University, Changsha, China
| | - Jinfu Peng
- Department of Pharmacy (C.G., Q.P., L.H., Jinfu Peng, G.Y.), Central South University, Changsha, China
| | - Liying Gong
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Chan Zou
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China
| | - Guoping Yang
- Center of Clinical Pharmacology, the Third Xiangya Hospital (C.G., Y.K., H.Y., J.Y., X. Sun, W.Y., P.C., D.M., W.L., H.T., Z.H., Y.X., J.H., Xiaomin Wang, L.G., C.Z., G.Y.), Central South University, Changsha, China.,Department of Pharmacy (C.G., Q.P., L.H., Jinfu Peng, G.Y.), Central South University, Changsha, China.,Research Center of Drug Clinical Evaluation (C.G., Y.K., G.Y.), Central South University, Changsha, China
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10
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Chen H, Dai DP, Zhou S, Liu J, Wang SH, Wu HL, Zhou Q, Geng PW, Chong J, Lü Y, Cai JP, Yang JF. An identification and functional evaluation of a novel CYP2C9 variant CYP2C9*62. Chem Biol Interact 2020; 327:109168. [PMID: 32531309 DOI: 10.1016/j.cbi.2020.109168] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 06/08/2020] [Indexed: 12/24/2022]
Abstract
Warfarin is the most commonly used anticoagulant in the clinical treatment of thromboembolic diseases. The dose of warfarin varies significantly within populations, and the dose is closely related to the genetic polymorphisms of the CYP2C9 and VKORC1 genes. In this study, a new CYP2C9 nonsynonymous mutation (8576C > T) was detected after the genetic screening of 162 patients took warfarin. This mutation, named as the new allele CYP2C9*62, can result in an arginine to cysteine amino acid substitution at position 125 of the CYP2C9 protein (R125C). When expressed in insect cells, the protein expression of CYP2C9.62 was significantly lower than that of the wild-type, and its metabolic activity was also significantly decreased after the addition of three typical CYP2C9 probe drugs, suggesting that the new mutant can dramatically affect the metabolism of CYP2C9 drugs in vitro.
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Affiliation(s)
- Hao Chen
- Cardiovascular Department, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, PR China
| | - Da-Peng Dai
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, PR China
| | - Shan Zhou
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, PR China
| | - Jian Liu
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, PR China
| | - Shuang-Hu Wang
- The Laboratory of Clinical Pharmacy, The Sixth Affiliated Hospital of Wenzhou Medical University, The People's Hospital of Lishui, Lishui, Zhejiang Province, 323000, PR China
| | - Hua-Lan Wu
- Cardiovascular Department, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, PR China
| | - Quan Zhou
- The Laboratory of Clinical Pharmacy, The Sixth Affiliated Hospital of Wenzhou Medical University, The People's Hospital of Lishui, Lishui, Zhejiang Province, 323000, PR China
| | - Pei-Wu Geng
- The Laboratory of Clinical Pharmacy, The Sixth Affiliated Hospital of Wenzhou Medical University, The People's Hospital of Lishui, Lishui, Zhejiang Province, 323000, PR China
| | - Jia Chong
- Cardiovascular Department, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, PR China
| | - You Lü
- Cardiovascular Department, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, PR China
| | - Jian-Ping Cai
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, PR China.
| | - Jie-Fu Yang
- Cardiovascular Department, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, PR China.
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11
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Efficacy and Safety of Genotype-Guided Warfarin Dosing in the Chinese Population: A Meta-analysis of Randomized Controlled Trials. J Cardiovasc Pharmacol 2020; 73:127-135. [PMID: 30688796 DOI: 10.1097/fjc.0000000000000656] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
AIMS To evaluate the efficacy and safety of using genetic information to guide warfarin dosing in the Chinese population. METHODS This meta-analysis was conducted among the published, randomized, controlled trials (RCTs) in the Chinese population comparing genotype-guided warfarin dosing (PG group) with clinical or standard warfarin dosing (STD group). RCTs published on or before January 2018 were identified using the PubMed, Embase, Cochrane Library, CNKI, Chinese VIP database, and Chinese Wanfang database. RESULT Intotal, 2137 participants from 14 RCTs were included in the meta-analysis. Primary analysis showed that both bleeding events [odds ratio (OR) = 0.24; 95% confidence interval (CI), 0.11-0.52; P = 0.0003] and adverse events (OR = 0.60; 95% CI, 0.43-0.83; P = 0.002) were significantly lower in the genotype-guided group than in the clinical or standard group. The percentage of patients who received a warfarin-stable therapeutic dose during follow-up was increased in the genotype-guided group compared with the percentage in the clinical or standard group (OR = 2.68; 95% CI, 1.82-3.95; P < 0.00001). In the genotype-guided group, the time to a stable therapeutic dose (mean difference = -7.98; 95% CI, -9.08 to -6.87; P < 0.00001) and the time to the first target value (mean difference = -1.87; 95% CI, -3.41 to -0.32; P = 0.02) were shortened compared with those of the clinical or standard group, but there was no difference for international normalized ratio >4, between the 2 groups (OR = 0.42; 95% CI, 0.14-1.25; P = 0.12). CONCLUSIONS Genotype-guided warfarin-dosing algorithms could improve the efficacy and safety of warfarin anticoagulation in the Chinese population.
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12
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Hu C, Chen X, Zhao Z, Gao D, Gong S, Zhang L, Xu Y, Li L, Zhang L. A Two-Sequence, Four-Period, Crossover, Replicate Study to Demonstrate Bioequivalence of Warfarin Sodium Tablet in Healthy Chinese Subjects Under Fasting and Fed Conditions. Clin Pharmacol Drug Dev 2020; 9:527-536. [PMID: 32052925 DOI: 10.1002/cpdd.783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 01/07/2020] [Indexed: 11/06/2022]
Abstract
Warfarin is a narrow therapeutic index anticoagulant drug, and several generic formulations have been approved worldwide. However, there has been no report evaluating the bioequivalence of warfarin sodium according to US Food and Drug Administration draft guidance. We designed a 2-sequence and 4-period crossover study to compare the pharmacokinetic profile and assess bioequivalence between the test warfarin sodium tablet and reference product Coumadin (2.5 mg) in 56 healthy Chinese subjects under fasting and fed conditions. The plasma concentration of warfarin was analyzed by a validated liquid chromatography-tandem mass spectrometry assay, and the reference-scaled procedure was used to determine bioequivalence for the pharmacokinetics parameters. The results showed that the point estimate of geometric mean ratios of Cmax and AUC0-t for warfarin were 103.21% and 99.31%, respectively, in the fasting condition and 100.62% and 98.98%, respectively, in the fed condition, and the 90% confidence intervals were all within the range of 90.00%-111.11%. The upper limit of the 90% confidence interval of estimated within-subject variation ratios of the test and reference products was 1.33 for Cmax and 2.22 for AUC0-t under the fasting condition and 1.68 for Cmax and 2.15 for AUC0-t under the fed condition. Overall, bioequivalence of the 2 warfarin sodium products was demonstrated.
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Affiliation(s)
- Chaoying Hu
- Department of Pharmacy, Phase I Clinical Trial Unit, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Xiaoping Chen
- Department of Pharmacy, Phase I Clinical Trial Unit, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Zirun Zhao
- Department of Pharmacy, Phase I Clinical Trial Unit, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Dan Gao
- Department of Pharmacy, Phase I Clinical Trial Unit, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Shili Gong
- Department of Pharmacy, Phase I Clinical Trial Unit, Xuanwu Hospital Capital Medical University, Beijing, China
| | | | | | - Lin Li
- Department of Pharmacy, Phase I Clinical Trial Unit, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Lan Zhang
- Department of Pharmacy, Phase I Clinical Trial Unit, Xuanwu Hospital Capital Medical University, Beijing, China
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13
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Panchenko E, Kropacheva E, Dobrovolsky A, Titaeva E, Zemlyanskaya O, Trofimov D, Galkina I, Lifshits G, Vereina N, Sinitsin S, Vorobyeva N, Grehova L, Zateyshchikov D, Zotova I, Vavilova T, Sirotkina O, Grontkovskaya A. CYP2C9 and VKORC1 genotyping for the quality of long-standing warfarin treatment in Russian patients. THE PHARMACOGENOMICS JOURNAL 2020; 20:687-694. [DOI: 10.1038/s41397-020-0157-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 01/22/2020] [Accepted: 01/27/2020] [Indexed: 01/26/2023]
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14
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Zhang J, Wu T, Chen W, Fu J, Xia X, Chen L. Effect of Gene-Based Warfarin Dosing on Anticoagulation Control and Clinical Events in a Real-World Setting. Front Pharmacol 2020; 10:1527. [PMID: 32038232 PMCID: PMC6988825 DOI: 10.3389/fphar.2019.01527] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Accepted: 11/26/2019] [Indexed: 12/20/2022] Open
Abstract
The cytochrome P450 2C9 and vitamin K epoxide reductase complex subunit 1 genotypes are associated with anticoagulation control and the clinical events in warfarin therapy. However, the clinical utility of gene-based warfarin dosing (GBWD) is controversial. We compared the anticoagulation control and clinical events related to warfarin with GBWD to those with clinically fixed dosing (CFD). A retrospective cohort study was conducted in a real-world setting. Of the 915 patients who were reviewed, 844 patients met the study-entry criteria; 413 cases were guided by GBWD using the International Warfarin Pharmacogenetic Consortium algorithm; 431 cases were guided by CFD (2.5 mg/day). The primary outcomes were the time needed to achieve the therapeutic International Normalized Ratio (INR) and the time in the therapeutic range (TTR) during a 3-month timeframe. The time needed to achieve the therapeutic INR (in days) for patients in the GBWD group was shorter than that for patients in the CFD group (10.21 ± 4.68 vs. 14.31 ± 8.26, P < 0.001). The overall TTR (Day 4-90) was significantly different between the GBWD group and CFD group (56.86 ± 10.72 vs. 52.87 ± 13.92, P = 0.007).In subgroup analysis, the TTR was also significantly different between the GBWD group and CFD group during the first month of treatment (Day 4-14: 54.28 ± 21.90 vs. 47.01 ± 26.25, P = 0.012; Day 15-28: 59.60 ± 20.12 vs. 51.71 ± 18.96, P = 0.001). However, no significant difference in the TTR was observed after 29 days of treatment. These data suggest that GBWD provided clinical benefits.
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Affiliation(s)
- Jinhua Zhang
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
- College of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Tingting Wu
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
- College of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Wenjun Chen
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
- College of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Jinglan Fu
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
- College of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Xiaotong Xia
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
- College of Pharmacy, Fujian Medical University, Fuzhou, China
| | - Liangwan Chen
- Department of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, China
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15
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Zhou L, Ding Y, Gao Y, Yang B, Bao J, Ma J. Genetic influence on bleeding and over-anticoagulation risk in patients undergoing warfarin treatment after heart valve replacements. Expert Opin Drug Metab Toxicol 2020; 16:1-9. [DOI: 10.1080/17425255.2020.1711883] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
- Ling Zhou
- Department of Pharmacy, Soochow University, Suzhou, China
| | - Yinglong Ding
- Department of Cardiovascular Surgery, Soochow University, Suzhou, China
| | - Yuan Gao
- Department of Pharmacy, Soochow University, Suzhou, China
| | - Biwen Yang
- Department of Cardiovascular Surgery, Soochow University, Suzhou, China
| | - Jianan Bao
- Department of Pharmacy, Soochow University, Suzhou, China
| | - Jingjing Ma
- Department of Pharmacy, Soochow University, Suzhou, China
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16
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Non-genetic factors and polymorphisms in genes CYP2C9 and VKORC1: predictive algorithms for TTR in Brazilian patients on warfarin. Eur J Clin Pharmacol 2019; 76:199-209. [DOI: 10.1007/s00228-019-02772-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 09/24/2019] [Indexed: 01/06/2023]
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17
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Li X, Li D, Wu JC, Liu ZQ, Zhou HH, Yin JY. Precision dosing of warfarin: open questions and strategies. THE PHARMACOGENOMICS JOURNAL 2019; 19:219-229. [PMID: 30745565 DOI: 10.1038/s41397-019-0083-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2018] [Revised: 10/17/2018] [Accepted: 12/21/2018] [Indexed: 12/30/2022]
Abstract
Warfarin has a very narrow therapeutic window and obvious interindividual variability in its effects, with many factors contributing to the body's response. Algorithms incorporating multiple genetic, environment and clinical factors have been established to select a precision dose for each patient. A number of randomized controlled trials (RCTs) were conducted to explore whether patients could benefit from these algorithms; however, the results were inconsistent. Some questions remain to be resolved. Recently, new genetic and non-genetic factors have been discovered to contribute to variability in optimal warfarin doses. The results of further RCTs have been unveiled, and guidelines for pharmacogenetically guided warfarin dosing have been updated. Based on these most recent advancements, we summarize some open questions in this field and try to propose possible strategies to resolve them.
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Affiliation(s)
- Xi Li
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, 410008, P. R. China.,Institute of Clinical Pharmacology, Central South University; Hunan Key Laboratory of Pharmacogenetics, Changsha, 410078, P. R. China
| | - Dan Li
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, 410008, P. R. China.,Institute of Clinical Pharmacology, Central South University; Hunan Key Laboratory of Pharmacogenetics, Changsha, 410078, P. R. China
| | - Ji-Chu Wu
- Department of Cardiovascular, Central Hospital of Shaoyang, Shaoyang, 422000, P. R. China
| | - Zhao-Qian Liu
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, 410008, P. R. China.,Institute of Clinical Pharmacology, Central South University; Hunan Key Laboratory of Pharmacogenetics, Changsha, 410078, P. R. China
| | - Hong-Hao Zhou
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, 410008, P. R. China.,Institute of Clinical Pharmacology, Central South University; Hunan Key Laboratory of Pharmacogenetics, Changsha, 410078, P. R. China
| | - Ji-Ye Yin
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, 410008, P. R. China. .,Institute of Clinical Pharmacology, Central South University; Hunan Key Laboratory of Pharmacogenetics, Changsha, 410078, P. R. China. .,Hunan Provincial Gynecological Cancer Diagnosis and Treatment Engineering Research Center, Changsha, 410078, P. R. China.
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18
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Yang T, Zhou Y, Chen C, Lu M, Ma L, Cui Y. Genotype-guided dosing versus conventional dosing of warfarin: A meta-analysis of 15 randomized controlled trials. J Clin Pharm Ther 2018; 44:197-208. [PMID: 30593674 DOI: 10.1111/jcpt.12782] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 10/31/2018] [Accepted: 11/18/2018] [Indexed: 02/06/2023]
Affiliation(s)
- Ting Yang
- Department of Pharmacy; Peking University First Hospital; Beijing China
| | - Ying Zhou
- Department of Pharmacy; Peking University First Hospital; Beijing China
| | - Chaoyang Chen
- Department of Pharmacy; Peking University First Hospital; Beijing China
| | - Min Lu
- Department of Pharmacy; Peking University First Hospital; Beijing China
| | - Lingyue Ma
- Department of Pharmacy; Peking University First Hospital; Beijing China
| | - Yimin Cui
- Department of Pharmacy; Peking University First Hospital; Beijing China
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19
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Xu Z, Zhang SY, Huang M, Hu R, Li JL, Cen HJ, Wang ZP, Ou JS, Yin SL, Xu YQ, Wu ZK, Zhang X. Genotype-Guided Warfarin Dosing in Patients With Mechanical Valves: A Randomized Controlled Trial. Ann Thorac Surg 2018; 106:1774-1781. [DOI: 10.1016/j.athoracsur.2018.07.026] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2018] [Revised: 06/30/2018] [Accepted: 07/06/2018] [Indexed: 12/27/2022]
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20
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Economic burden of adverse drug reactions and potential for pharmacogenomic testing in Singaporean adults. THE PHARMACOGENOMICS JOURNAL 2018; 19:401-410. [PMID: 30250149 DOI: 10.1038/s41397-018-0053-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 07/03/2018] [Accepted: 08/10/2018] [Indexed: 01/12/2023]
Abstract
Adverse drug reactions (ADRs) contribute to hospitalization but data on its economic burden is scant. Pre-emptive pharmacogenetic (PGx) testing can potentially reduce ADRs and its associated costs. The objectives of this study were to quantify the economic burden of ADRs and to estimate the breakeven cost of pre-emptive PGx testing in Singapore. We collected itemized costs for 1000 random non-elective hospitalizations of adults admitted to a tertiary-care general hospital in Singapore. The presence of ADRs at admission and their clinical characteristics were reported previously. The economic burden of ADRs was assessed from two perspectives: (1) Total cost and (2) incremental costs. The breakeven cost of PGx testing was estimated by dividing avoidable hospitalization costs for ADRs due to selected drugs by the number of patients taking those drugs. The total cost of 81 admissions caused by ADRs was US$570,404. Costs were significantly higher for bleeding/elevated international normalized ratio (US$9906 vs. US$2251, p = 6.58 × 10-3) compared to other ADRs, and for drugs acting on the blood coagulation system (US$9884 vs. US$2229, p = 4.41 × 10-3) compared to other drug classes. There were higher incremental laboratory costs due to ADRs causing or being present at admission. The estimated breakeven cost of a pre-emptive PGx test for patients taking warfarin, clopidogrel, chemotherapeutic and neuropsychiatric drugs was US$114 per patient. These results suggest that future studies designed to directly measure the clinical and cost impact of a pre-emptive genotyping program will help inform clinical practice and health policy decisions.
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Tse G, Roever L, Wong MCS, Lip GYH, Liu T. Reply to 'Comment on 'Genotype-guided warfarin dosing vs. conventional dosing strategies: a systematic review and meta-analysis of randomized clinical trials' by Tse et al.'. Br J Clin Pharmacol 2018; 84:2165-2166. [PMID: 29984539 DOI: 10.1111/bcp.13658] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Revised: 05/23/2018] [Accepted: 05/29/2018] [Indexed: 01/13/2023] Open
Affiliation(s)
- Gary Tse
- Department of Medicine and Therapeutics, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, SAR, China.,Li Ka Shing Institute of Health Sciences, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, SAR, China
| | - Leonardo Roever
- Department of Clinical Research, Federal University of Uberlândia, Uberlândia, MG, Brazil
| | - Martin C S Wong
- JC School of Public Health and Primary Care, Chinese University of Hong Kong, Hong Kong, SAR, China.,State Key Laboratory of Digestive Disease, Chinese University of Hong Kong, Hong Kong, SAR, China
| | - Gregory Y H Lip
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK.,Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Tong Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
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Tse G, Gong M, Li G, Wong SH, Wu WKK, Wong WT, Roever L, Lee APW, Lip GYH, Wong MCS, Liu T. Genotype-guided warfarin dosing vs. conventional dosing strategies: a systematic review and meta-analysis of randomized controlled trials. Br J Clin Pharmacol 2018; 84:1868-1882. [PMID: 29704269 DOI: 10.1111/bcp.13621] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 04/03/2018] [Accepted: 04/17/2018] [Indexed: 12/20/2022] Open
Abstract
AIMS Previous trials on the effectiveness of genotype-guided warfarin dosing vs. conventional dosing have been inconclusive. We conducted a systematic review and meta-analysis of randomized trials comparing genotype-guided to conventional dosing strategies. METHODS PubMed and the Cochrane Library were searched up to 23 October 2017. RESULTS A total of 76 and 94 entries were retrieved were retrieved from PubMed and the Cochrane Library, respectively. A total of 2626 subjects in the genotype-guided dosing (mean age 63.3 ± 5.8 years; 46% male) and 2604 subjects in the conventional dosing (mean age 64.7 ± 6.1 years; 46% male) groups (mean follow-up duration 64 days) from 18 trials were included. Compared with conventional dosing, genotype-guided dosing significantly shortened the time to first therapeutic international normalized ratio (INR) (mean difference 2.6 days, standard error 0.3 days; P < 0.0001; I2 0%) and time to first stable INR (mean difference 5.9 days, standard error 2.0 days; P < 0.01; I2 94%). Genotype-guided dosing also increased the time in therapeutic range (mean difference 3.1%, standard error 1.2%; P < 0.01; I2 80%) and reduced the risks of both excessive anticoagulation, defined as INR ≥4 [risk ratio (RR) 0.87; 95% confidence interval (CI) 0.78, 0.98; P < 0.05; I2 : 0%), and bleeding (RR 0.82; 95% CI 0.69, 0.98; P < 0.05; I2 31%). No difference in thromboembolism (RR 0.84; 95% CI 0.56, 1.26; P = 0.40; I2 0%) or mortality (RR 1.16; 95% CI 0.46, 2.91; P = 0.76; I2 0%) was observed between the two groups. CONCLUSIONS Genotype-guided warfarin dosing offers better safety with less bleeding compared with conventional dosing strategies. No significant benefit on thromboembolism or mortality was evident.
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Affiliation(s)
- Gary Tse
- Department of Medicine and Therapeutics, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, SAR, People's Republic of China.,Li Ka Shing Institute of Health Sciences, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, SAR, People's Republic of China
| | - Mengqi Gong
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, 300211, People's Republic of China
| | - Guangping Li
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, 300211, People's Republic of China
| | - Sunny Hei Wong
- Department of Medicine and Therapeutics, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, SAR, People's Republic of China.,Li Ka Shing Institute of Health Sciences, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, SAR, People's Republic of China
| | - William K K Wu
- Li Ka Shing Institute of Health Sciences, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, SAR, People's Republic of China.,Department of Anaesthesia and Intensive Care, State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, SAR, People's Republic of China
| | - Wing Tak Wong
- School of Life Sciences, Chinese University of Hong Kong, Hong Kong, SAR, People's Republic of China
| | - Leonardo Roever
- Department of Clinical Research, Federal University of Uberlândia, MG, Brazil
| | - Alex Pui Wai Lee
- Department of Medicine and Therapeutics, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, SAR, People's Republic of China
| | - Gregory Y H Lip
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK.,Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Martin C S Wong
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, SAR, People's Republic of China.,State Key Laboratory of Digestive Disease, Chinese University of Hong Kong, Hong Kong, SAR, People's Republic of China
| | - Tong Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, 300211, People's Republic of China
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Sridharan K, Sequeira RP. Comment on 'Genotype-guided warfarin dosing vs. conventional dosing strategies: a systematic review and meta-analysis of randomized clinical trials' by Tse et al. Br J Clin Pharmacol 2018; 84:2162-2164. [PMID: 29876946 DOI: 10.1111/bcp.13648] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2018] [Revised: 05/11/2018] [Accepted: 05/16/2018] [Indexed: 12/23/2022] Open
Affiliation(s)
- Kannan Sridharan
- Department of Pharmacology and Therapeutics, College of Medicine and Medical Sciences, Arabian Gulf University, Manama, Bahrain
| | - Reginald P Sequeira
- Department of Pharmacology and Therapeutics, College of Medicine and Medical Sciences, Arabian Gulf University, Manama, Bahrain
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Warfarin Dosing According to the Genotype-guided Algorithm is Most Beneficial in Patients With Atrial Fibrillation: A Randomized Parallel Group Trial. Ther Drug Monit 2018; 40:362-368. [DOI: 10.1097/ftd.0000000000000501] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Tavares LC, Marcatto LR, Santos PCJL. Genotype-guided warfarin therapy: current status. Pharmacogenomics 2018; 19:667-685. [PMID: 29701078 DOI: 10.2217/pgs-2017-0207] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Warfarin pharmacogenomics has been an extensively studied field in the last decades as it is focused on personalized therapy to overcome the wide interpatient warfarin response variability and decrease the risk of side effects. In this expert review, besides briefly summarizing the current knowledge about warfarin pharmacogenetics, we also present an overview of recent studies that aimed to assess the efficacy, safety and economic issues related to genotype-based dosing algorithms used to guide warfarin therapy, including randomized and controlled clinical trials, meta-analyses and cost-effectiveness studies. To date, the findings still present disparities, mostly because of standard limitations. Thus, further studies should be encouraged to try to demonstrate the benefits of the application of warfarin pharmacogenomic dosing algorithms in clinical practice.
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Affiliation(s)
- Letícia C Tavares
- Laboratory of Genetics & Molecular Cardiology, Heart Institute (InCor), Faculdade de Medicina FMUSP, Universidade de Sao Paulo, SP 05403-900, Brazil
| | - Leiliane R Marcatto
- Laboratory of Genetics & Molecular Cardiology, Heart Institute (InCor), Faculdade de Medicina FMUSP, Universidade de Sao Paulo, SP 05403-900, Brazil
| | - Paulo C J L Santos
- Department of Pharmacology, Universidade Federal de Sao Paulo UNIFESP, SP 04044-020, Brazil
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Kheiri B, Abdalla A, Haykal T, Osman M, Ahmed S, Hassan M, Bachuwa G. Meta-Analysis of Genotype-Guided Versus Standard Dosing of Vitamin K Antagonists. Am J Cardiol 2018; 121:879-887. [PMID: 29402419 DOI: 10.1016/j.amjcard.2017.12.023] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 12/14/2017] [Accepted: 12/27/2017] [Indexed: 12/24/2022]
Abstract
Vitamin K antagonist (VKA) is a commonly prescribed anticoagulant with a narrow therapeutic window. Genetic polymorphisms account for high VKA dosage variability. Hence, we performed an updated meta-analysis of all randomized clinical trials (RCTs) comparing genotype-guided VKA versus standard dosing algorithms. We conducted a systematic search of electronic databases from inception to October 2017 for all RCTs. The primary outcome was the percentage of time in therapeutic range (TTR). Secondary outcomes were international normalized ratio >4, major and all bleeding events, thromboembolism, adverse and serious adverse events, and all-cause mortality. We calculated the weighted mean difference for the primary outcome and risk ratio (RR) for secondary outcomes using a random-effect model. We included 20 RCTs and analyzed a total of 5,980 adult patients. Our pooled analysis showed greater improvement in TTR for the genotype-guided group in comparison with the standard group (mean difference 3.41%, 95% confidence interval [CI] 0.71 to 6.10, p = 0.01). In addition, there were significant reductions in major and all bleeding events ((RR 0.35, 95% CI 0.20 to 0.63, p = 0.0004) and (RR 0.79, 95% CI 0.66 to 0.95, p = 0.01), respectively). However, there were no significant differences between the groups for international normalized ratio >4 (RR 0.89, 95% CI 0.80 to 1.00, p = 0.06), thromboembolism (RR 0.81, 95% CI 0.56 to 1.17, p = 0.25), serious adverse events (RR 0.79, 95% CI 0.61 to 1.03, p = 0.08), any adverse events (RR 0.94, 95% CI 0.88 to 1.01, p = 0.07), or all-cause mortality (RR 0.73, 95% CI 0.32 to 1.66, p = 0.46). In conclusion, genotype-guided VKA dosing can improve the TTR and reduce the risk for bleeding episodes, in comparison with standard dosing algorithms.
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Affiliation(s)
- Babikir Kheiri
- Department of Internal Medicine, Hurley Medical Center/Michigan State University, Flint, Michigan.
| | - Ahmed Abdalla
- Department of Internal Medicine, Hurley Medical Center/Michigan State University, Flint, Michigan
| | - Tarek Haykal
- Department of Internal Medicine, Hurley Medical Center/Michigan State University, Flint, Michigan
| | - Mohammed Osman
- Department of Internal Medicine, Hurley Medical Center/Michigan State University, Flint, Michigan
| | - Sahar Ahmed
- Department of Internal Medicine, Hurley Medical Center/Michigan State University, Flint, Michigan
| | - Mustafa Hassan
- Department of Internal Medicine, Hurley Medical Center/Michigan State University, Flint, Michigan
| | - Ghassan Bachuwa
- Department of Internal Medicine, Hurley Medical Center/Michigan State University, Flint, Michigan
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Guo C, Lin X, Yin J, Xie X, Li J, Meng X, Wu J, Huang L, Huang Z, Yang G, Zhou H, Chen X. Pharmacogenomics signature: A novel strategy on the individual differences in drug response. Cancer Lett 2018; 420:190-194. [DOI: 10.1016/j.canlet.2018.02.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Revised: 02/06/2018] [Accepted: 02/06/2018] [Indexed: 01/04/2023]
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Liu J, Wang N, Qin L, Liu J, Xi S, Wang X, Li X, Zhang Y, Yin T. Integrating genotypes in the SAMe-TT 2R 2 score for the prediction of anticoagulation control in Chinese patients with atrial fibrillation on warfarin. Int J Cardiol 2017; 241:358-363. [PMID: 28479094 DOI: 10.1016/j.ijcard.2017.04.092] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Revised: 04/07/2017] [Accepted: 04/26/2017] [Indexed: 01/26/2023]
Abstract
INTRODUCTION The SAMe-TT2R2 score has been proposed to predict whether patients with atrial fibrillation (AF) would be well anti-coagulated with warfarin or not. However, it might over-estimate the number of patients under suboptimal warfarin treatment in non-Caucasians. This study was designed to modify the SAMe-TT2R2 score with genotypes and validate it in Chinese AF patients treated with warfarin. MATERIAL AND METHODS Consented Chinese-Han patients (n=510) with AF under the treatment of warfarin for at least 3months were randomly divided into a derivation (n=310) and a validation cohort (n=200). For each patient, CYP2C9*3 and VKORC1 -1639 A/G genotyping was performed, and the time in therapeutic range (TTR) was calculated over this period. RESULTS The modified SAMe-TT2R2 score was established by adding "warfarin genotype bins" to replace "the non-white race" variable. In the validation cohort, the discrimination performance of the modified score for good anticoagulation control (TTR≥70%) was significantly improved (c- index increased from 0.60 to 0.67). Significantly increased risks of major bleedings (HR: 4.91; 95% CI: 1.03-23.37; adjusted p=0.04) and all bleedings (HR: 1.93; 95% CI: 1.14-3.25; adjusted p=0.01) were found in patients with modified scores ≥2, as compared with patients with modified scores of 0-1. CONCLUSIONS The modified SAMe-TT2R2 score could improve the ability for the identification of good anticoagulation control, and the prediction of major bleeding events in Chinese patients with AF treated by warfarin.
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Affiliation(s)
- Jia Liu
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Nina Wang
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Liuan Qin
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Jun Liu
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Shaozhi Xi
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Xuyun Wang
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Xiaoqi Li
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Yuxiao Zhang
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Tong Yin
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China.
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