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Genotype-guided dosing of coumarin derivatives: the European pharmacogenetics of anticoagulant therapy (EU-PACT) trial design

    Rianne MF van Schie

    Utrecht University, Faculty of Science, Utrecht, The Netherlands

    ,
    Mia Wadelius

    Uppsala University, Uppsala, Sweden

    ,
    Farhad Kamali

    Newcastle University, Newcastle upon Tyne, UK

    ,
    Ann K Daly

    Newcastle University, Newcastle upon Tyne, UK

    ,
    Vangelis G Manolopoulos

    Democritus University of Thrace, Alexandroupolis, Greece

    ,
    Anthonius de Boer

    Utrecht University, Faculty of Science, Utrecht, The Netherlands

    , ,
    Talitha I Verhoef

    Utrecht University, Faculty of Science, Utrecht, The Netherlands

    ,
    Julia Kirchheiner

    Humboldt University of Berlin, Berlin, Germany

    ,
    Elisabeth Haschke-Becher

    Elisabethinen Hospital Linz, Linz, Austria

    ,
    Montserrat Briz

    Hospital Sierrallana-IFIMAV, Cantabria, Spain

    ,
    Frits R Rosendaal

    Leiden University Medical Center, Leiden, The Netherlands

    ,
    William K Redekop

    Erasmus University Medical Center, Rotterdam, The Netherlands

    ,
    Munir Pirmohamed

    University of Liverpool, Liverpool, UK

    &
    Anke-Hilse Maitland-van der Zee

    † Author for correspondence

    Utrecht University, Faculty of Science, Division of Pharmacoepidemiology and Pharmacotherapy, Utrecht, The Netherlands

    Published Online:https://doi.org/10.2217/pgs.09.125

    The narrow therapeutic range and wide interpatient variability in dose requirement make anticoagulation response to coumarin derivatives unpredictable. As a result, patients require frequent monitoring to avert adverse effects and maintain therapeutic efficacy. Polymorphisms in VKORC1 and CYP2C9 jointly account for about 40% of the interindividual variability in dose requirements. To date, several pharmacogenetic-guided dosing algorithms for coumarin derivatives, predominately for warfarin, have been developed. However, the potential benefit of these dosing algorithms in terms of their safety and clinical utility has not been adequately investigated in randomized settings. The European Pharmacogenetics of Anticoagulant Therapy (EU-PACT) trial will assess, in a single-blinded and randomized controlled trial with a follow-up period of 3 months, the safety and clinical utility of genotype-guided dosing in daily practice for the three main coumarin derivatives used in Europe. The primary outcome measure is the percentage time in the therapeutic range for international normalized ratio. This report describes the design and protocol for the trial.

    Papers of special note have been highlighted as: ▪ of interest ▪▪ of considerable interest

    Bibliography

    • Rosendaal FR: The scylla and charybdis of oral anticoagulant treatment. N. Engl. J. Med.335,587–589 (1996).
    • James AH, Britt RP, Raskino CL, Thompson SG: Factors affecting the maintenance dose of warfarin. J. Clin. Pathol.45,704–706 (1992).
    • Penning-van Beest FJA, van Meegen E, Rosendaal FR, Stricker BHC: Characteristics of anticoagulant therapy and comorbidity related to overanticoagulation. Thromb. Haemost.86,569–574 (2001).
    • Hylek EM, Skates SJ, Sheehan MA, Singer DE: An analysis of the lowest effective intensity of prophylactic anticoagulation for patients with nonrheumatic atrial fibrillation. N. Engl. J. Med.335,540–546 (1996).
    • Pirmohamed M: Warfarin: almost 60 years old and still causing problems. Br. J. Clin. Pharmacol.62,509–511 (2006).
    • Penning-van Beest FJA, Geleijnse JM, van Meegen E, Vermeer C, Rosendaal FR, Stricker BHC: Lifestyle and diet as risk factors for overanticoagulation. J. Clin. Epidemiol.55,411–417 (2002).
    • Carlquist JF, Horne BD, Muhlestein JB et al.: Genotypes of the cytochrome p450 isoform, CYP2C9, and the vitamin K epoxide reductase complex subunit 1 conjointly determine stable warfarin dose: a prospective study. J. Thromb. Thrombolysis22,191–197 (2006).
    • Schalekamp T, van Geest-Daalderop JHH, Kramer MHH, van Holten-Verzantvoort ATM, de Boer A: Coumarin anticoagulants and co-trimoxazole: avoid the combination rather than manage the interaction. Eur. J. Clin. Pharmacol.63,335–343 (2007).
    • Schalekamp T, Klungel OH, Souverein PC, de Boer A: Increased bleeding risk with concurrent use of selective serotonin reuptake inhibitors and coumarins. Arch. Intern. Med.168,180–185 (2008).
    • 10  Gage BF, Eby C, Milligan PE, Banet GA, Duncan JR, McLeod HL: Use of pharmacogenetics and clinical factors to predict the maintenance dose of warfarin. Thromb. Haemost.91,87–94 (2004).▪ Describes the development of a genotype-guided dosing algorithm. Prospective trials are required to prove effectiveness of the algorithm.
    • 11  Bodin L, Verstuyft C, Tregouet DA et al.: Cytochrome P450 2C9 (CYP2C9) and vitamin K epoxide reductase (VKORC1) genotypes as determinants of acenocoumarol sensitivity. Blood106,135–140 (2005).▪▪ Showed the correlation between acenocoumarol dosage requirements and polymorphisms in CYP2C9 and VKORC1 first.
    • 12  Wadelius M, Chen LY, Lindh JD et al.: The largest prospective warfarin-treated cohort supports genetic forecasting. Blood113,784–792 (2009).
    • 13  Schalekamp T, Brasse BP, Roijers JFM et al.: VKORC1 and CYP2C9 genotypes and acenocoumarol anticoagulation status: interaction between both genotypes affects overanticoagulation. Clin. Pharmacol. Ther.80,13–22 (2006).
    • 14  Schalekamp T, Brasse BP, Roijers JFM et al.: VKORC1 and CYP2C9 genotypes and phenprocoumon anticoagulation status: interaction between both genotypes affects dose requirement. Clin. Pharmacol. Ther.81,185–193 (2007).▪▪ Showed the correlation between phenprocoumon dosage requirements and polymorphisms in CYP2C9 and VKORC1 first.
    • 15  Reitsma PH, van der Heijden JF, Groot AP, Rosendaal FR, Buller HR: A C1173T dimorphism in the VKORC1 gene determines coumarin sensitivity and bleeding risk. PLoS Med.2,E312 (2005).
    • 16  Wadelius M, Chen LY, Downes K et al.: Common VKORC1 and GGCX polymorphisms associated with warfarin dose. Pharmacogenomics J.5,262–270 (2005).▪▪ First showed that estimation of the warfarin dosage requirement is influenced by polymorphisms in CYP2C9, VKORC1 and clinical data of the patient.
    • 17  D’Andrea G, D’Ambrosio RL, Di Perna P et al.: A polymorphism in the VKORC1 gene is associated with an interindividual variability in the dose-anticoagulant effect of warfarin. Blood105,645–649 (2005).
    • 18  Takeuchi F, McGinnis R, Bourgeois S et al.: A genome-wide association study confirms VKORC1, CYP2C9, and CYP4F2 as principal genetic determinants of warfarin dose. PLoS Genet.5,E1000433 (2009).
    • 19  Caldwell MD, Awad T, Johnson JA et al.: CYP4F2 genetic variant alters required warfarin dose. Blood111,4106–4112 (2008).
    • 20  Schelleman H, Chen J, Chen Z et al.: Dosing algorithms to predict warfarin maintenance dose in Caucasians and African Americans. Clin. Pharmacol. Ther.84,332–339 (2008).
    • 21  Klein TE, Altman RB, Eriksson N et al.: Estimation of the warfarin dose with clinical and pharmacogenetic data. N. Engl. J. Med.360,753–764 (2009).
    • 22  Perini JA, Struchiner CJ, Silva-Assuncao E et al.: Pharmacogenetics of warfarin: development of a dosing algorithm for Brazilian patients. Clin. Pharmacol. Ther.84,722–728 (2008).
    • 23  Sconce EA, Khan TI, Wynne HA et al.: The impact of CYP2C9 and VKORC1 genetic polymorphism and patient characteristics upon warfarin dose requirements: proposal for a new dosing regimen. Blood106,2329–2333 (2005).
    • 24  Tham LS, Goh BC, Nafziger A et al.: A warfarin-dosing model in Asians that uses single nucleotide polymorphisms in vitamin K epoxide reductase complex and cytochrome P450 2C9. Clin. Pharmacol. Ther.80,346–355 (2006).
    • 25  Gage BF, Eby C, Johnson JA et al.: Use of pharmacogenetic and clinical factors to predict the therapeutic dose of warfarin. Clin. Pharmacol. Ther.84,326–331 (2008).
    • 26  Eckman MH, Rosand J, Greenberg SM, Gage BF: Cost–effectiveness of using pharmacogenetic information in warfarin dosing for patients with nonvalvular atrial fibrillation. Ann. Intern. Med.150,73–83 (2009).
    • 27  Schalekamp T, Boink GJJ, Visser LE, Stricker BHC, de Boer A, Klungel OH: CYP2C9 genotyping in acenocoumarol treatment: is it a cost-effective addition to international normalized ratio monitoring? Clin. Pharmacol. Ther.79,511–520 (2006).
    • 28  Hughes DA, Pirmohamed M: Warfarin pharmacogenetics: economic considerations. Pharmacoeconomics25,899–902 (2007).
    • 29  Schalekamp T, Oosterhof M, van Meegen E et al.: Effects of cytochrome P450 2C9 polymorphisms on phenprocoumon anticoagulation status. Clin. Pharmacol. Ther.76,409–417 (2004).
    • 30  Schalekamp T, van Geest-Daalderop JHH, de Vries-Goldschmeding H, Conemans J, Bernsen MJ, de Boer A: Acenocoumarol stabilization is delayed in CYP2C93 carriers. Clin. Pharmacol. Ther.75,394–402 (2004).
    • 31  Gale N, French DJ, Howard RL, McDowell DG, Debenham PG, Brown T: Rapid typing of STRs in the human genome by HyBeacon melting. Org. Biomol. Chem.6,4553–4559 (2008).
    • 32  French DJ, Archard CL, Andersen MT, McDowell DG: Ultra-rapid DNA analysis using HyBeacon probes and direct PCR amplification from saliva. Mol. Cell. Probes16,319–326 (2002).
    • 33  French DJ, Archard CL, Brown T, McDowell DG: HyBeacon probes: a new tool for DNA sequence detection and allele discrimination. Mol. Cell. Probes15,363–374 (2001).
    • 34  Wadelius M, Pirmohamed M: Pharmacogenetics of warfarin: current status and future challenges. Pharmacogenomics J7,99–111 (2007).
    • 35  Bush K, Kivlahan DR, McDonell MB, Fihn SD, Bradley KA: The AUDIT alcohol consumption questions (AUDIT-C): an effective brief screening test for problem drinking. Ambulatory Care Quality Improvement Project (ACQUIP). Alcohol Use Disorders Identification Test. Arch. Intern. Med.158,1789–1795 (1998).
    • 36  Centre for Health Economics: EuroQol – a new facility for the measurement of health-related quality of life. The EuroQol Group. Health Policy16,199–208 (1990).
    • 37  Schulman S, Kearon C: Definition of major bleeding in clinical investigations of antihemostatic medicinal products in non-surgical patients. J. Thromb. Haemost.3,692–694 (2005).
    • 38  Naranjo CA, Busto U, Sellers EM et al.: A method for estimating the probability of adverse drug reactions. Clin. Pharmacol. Ther.30,239–245 (1981).▪ Provides an objective model for estimation of the probability of adverse drug reactions.
    • 39  Rosendaal FR, Cannegieter SC, van der Meer FJM, Briët E: A method to determine the optimal intensity of oral anticoagulant therapy. Thromb. Haemost.69,236–239 (1993).
    • 40  Hillman MA, Wilke RA, Yale SH et al.: A prospective, randomized pilot trial of model-based warfarin dose initiation using CYP2C9 genotype and clinical data. Clin. Med. Res.3,137–145 (2005).▪▪ Reports the first randomized trial of a genotype-guided warfarin dosing algorithm. Although some effects were observed, power was insufficient to compare outcomes.
    • 41  Anderson JL, Horne BD, Stevens SM et al.: Randomized trial of genotype-guided versus standard warfarin dosing in patients initiating oral anticoagulation. Circulation116,2563–2570 (2007).▪▪ Reports the first clinical trial which included both CYP2C9 and VKORC1 polymorphisms in the dosing algorithm, which shows an improvement during warfarin therapy initiation.
    • 42  Caraco Y, Blotnick S, Muszkat M: CYP2C9 genotype-guided warfarin prescribing enhances the efficacy and safety of anticoagulation: a prospective randomized controlled study. Clin. Pharmacol. Ther.83,460–470 (2008).
    • 43  Kangelaris KN, Bent S, Nussbaum RL, Garcia DA, Tice JA: Genetic testing before anticoagulation? A systematic review of pharmacogenetic dosing of warfarin. J. Gen. Intern. Med.24,656–664 (2009).
    • 44  Palareti G, Leali N, Coccheri S et al.: Bleeding complications of oral anticoagulant treatment: an inception-cohort, prospective collaborative study (ISCOAT). Italian Study on Complications of Oral Anticoagulant Therapy. Lancet348,423–428 (1996).
    • 45  Poli D, Antonucci E, Lombardi A et al.: Low rate of bleeding and thrombotic complications of oral anticoagulant therapy independent of age in the real-practice of an anticoagulation clinic. Blood Coagul. Fibrinolysis14,269–275 (2003).
    • 46  Hylek EM, Chang YC, Skates SJ, Hughes RA, Singer DE: Prospective study of the outcomes of ambulatory patients with excessive warfarin anticoagulation. Arch. Intern. Med.160,1612–1617 (2000).
    • 47  Odén A, Fahlén M: Oral anticoagulation and risk of death: a medical record linkage study. BMJ325,1073–1075 (2002).
    • 48  Ansell J, Hirsh J, Hylek E, Jacobson A, Crowther M, Palareti G: Pharmacology and management of the vitamin K antagonists: American College of Chest Physicians Evidence-Based Clinical Practice Guidelines (8th Edition). Chest133,160S–198S (2008).
    • 101  Federation of Dutch Anticoagulant Clinics, Summary of medical annual report (2007) www.fnt.nl/pdf/FNT%20Medisch%20Jaarverslag%202007%20FC.pdf (in Dutch)
    • 102  ICH Harmonised Tripartite Guideline – Guideline for Good Clinical Practice E6(R1) www.emea.europa.eu/pdfs/human/ich/013595en.pdf
    • 103  Curtis L, Netten A: Units costs of health and social care. (2005) http://www.pssru.ac.uk
    • 104  Transcript of the FDA press conference on Warfarin held on 16 August 2007. www.fda.gov/downloads/NewsEvents/Newsroom/MediaTranscripts/ucm123583.pdf
    • 105  Website of the clarification of optimal anticoagulation through genetics research network http://coagstudy.org/