Ability of VKORC1 and CYP2C9 to predict therapeutic warfarin dose during the initial weeks of therapy
- PMID: 19874474
- PMCID: PMC3718044
- DOI: 10.1111/j.1538-7836.2009.03677.x
Ability of VKORC1 and CYP2C9 to predict therapeutic warfarin dose during the initial weeks of therapy
Abstract
Background: CYP2C9 and VKORC1 genotypes predict therapeutic warfarin dose at initiation of therapy; however, the predictive ability of genetic information after a week or longer is unknown. Experts have hypothesized that genotype becomes irrelevant once international normalized ratio (INR) values are available because INR response reflects warfarin sensitivity.
Methods: We genotyped the participants in the Prevention of Recurrent Venous Thromboembolism (PREVENT) trial, who had idiopathic venous thromboemboli and began low-intensity warfarin (therapeutic INR 1.5-2.0) using a standard dosing protocol. To develop pharmacogenetic models, we quantified the effect of genotypes, clinical factors, previous doses and INR on therapeutic warfarin dose in the 223 PREVENT participants who were randomized to warfarin and achieved stable therapeutic INRs.
Results: A pharmacogenetic model using data from day 0 (before therapy initiation) explained 54% of the variability in therapeutic dose (R(2)). The R(2) increased to 68% at day 7, 75% at day 14, and 77% at day 21, because of increasing contributions from prior doses and INR response. Although CYP2C9 and VKORC1 genotypes were significant independent predictors of therapeutic dose at each weekly interval, the magnitude of their predictive ability diminished over time: partial R(2) of genotype was 43% at day 0, 12% at day 7, 4% at day 14, and 1% at day 21.
Conclusion: Over the first weeks of warfarin therapy, INR and prior dose become increasingly predictive of therapeutic dose, and genotype becomes less relevant. However, at day 7, genotype remains clinically relevant, accounting for 12% of therapeutic dose variability.
Figures
Similar articles
-
The impact of CYP2C9 and VKORC1 genetic polymorphism and patient characteristics upon warfarin dose requirements in an adult Turkish population.Heart Vessels. 2010 Mar;25(2):155-62. doi: 10.1007/s00380-009-1177-7. Epub 2010 Mar 26. Heart Vessels. 2010. PMID: 20339978
-
Responsiveness to low-dose warfarin associated with genetic variants of VKORC1, CYP2C9, CYP2C19, and CYP4F2 in an Indonesian population.Eur J Clin Pharmacol. 2013 Mar;69(3):395-405. doi: 10.1007/s00228-012-1356-9. Epub 2012 Aug 2. Eur J Clin Pharmacol. 2013. PMID: 22855348
-
Effect of CYP2C9 and VKORC1 genetic variations on warfarin dose requirements in Indian patients.Pharmacol Rep. 2013;65(5):1375-82. doi: 10.1016/s1734-1140(13)71496-8. Pharmacol Rep. 2013. PMID: 24399734
-
Pharmacogenetic differences between warfarin, acenocoumarol and phenprocoumon.Thromb Haemost. 2008 Dec;100(6):1052-7. Thromb Haemost. 2008. PMID: 19132230 Review.
-
Optimal dosing of warfarin and other coumarin anticoagulants: the role of genetic polymorphisms.Arch Toxicol. 2013 Mar;87(3):407-20. doi: 10.1007/s00204-013-1013-9. Epub 2013 Feb 2. Arch Toxicol. 2013. PMID: 23376975 Review.
Cited by
-
Limited clinical utility of genotype-guided warfarin initiation dosing algorithms versus standard therapy: a meta-analysis and trial sequential analysis of 11 randomized controlled trials.Pharmacogenomics J. 2015 Dec;15(6):496-504. doi: 10.1038/tpj.2015.16. Epub 2015 Apr 14. Pharmacogenomics J. 2015. PMID: 25869011
-
Genotype-based dosing algorithms for warfarin therapy: data review and recommendations.Mol Diagn Ther. 2011 Oct 1;15(5):255-64. doi: 10.1007/BF03256417. Mol Diagn Ther. 2011. PMID: 22047153 Review.
-
Clinical Pharmacogenetics Implementation Consortium (CPIC) Guideline for Pharmacogenetics-Guided Warfarin Dosing: 2017 Update.Clin Pharmacol Ther. 2017 Sep;102(3):397-404. doi: 10.1002/cpt.668. Epub 2017 Apr 4. Clin Pharmacol Ther. 2017. PMID: 28198005 Free PMC article.
-
Genotype and risk of major bleeding during warfarin treatment.Pharmacogenomics. 2014 Dec;15(16):1973-83. doi: 10.2217/pgs.14.153. Pharmacogenomics. 2014. PMID: 25521356 Free PMC article.
-
Effect of genetic variants, especially CYP2C9 and VKORC1, on the pharmacology of warfarin.Semin Thromb Hemost. 2012 Nov;38(8):893-904. doi: 10.1055/s-0032-1328891. Epub 2012 Oct 6. Semin Thromb Hemost. 2012. PMID: 23041981 Free PMC article. Review.
References
-
- Higashi MK, Veenstra DL, Kondo LM, Wittkowsky AK, Srinouanprachanh SL, Farin FM, Rettie AE. Association between CYP2C9 genetic variants and anticoagulation-related outcomes during warfarin therapy. JAMA. 2002;287:1690–8. - PubMed
-
- Rieder MJ, Reiner AP, Gage BF, Nickerson DA, Eby CS, McLeod HL, Blough DK, Thummel KE, Veenstra DL, Rettie AE. Effect of VKORC1 haplotypes on transcriptional regulation and warfarin dose. N Engl J Med. 2005;352:2285–93. - PubMed
-
- Yuan HY, Chen JJ, Lee MT, Wung JC, Chen YF, Charng MJ, Lu MJ, Hung CR, Wei CY, Chen CH, Wu JY, Chen YT. A novel functional VKORC1 promoter polymorphism is associated with inter-individual and inter-ethnic differences in warfarin sensitivity. Hum Mol Genet. 2005;14:1745–51. - PubMed
-
- Gage BF, Eby C, Johnson JA, Deych E, Rieder MJ, Ridker PM, Milligan PE, Grice G, Lenzini P, Rettie AE, Aquilante CL, Grosso L, Marsh S, Langaee T, Farnett LE, Voora D, Veenstra DL, Glynn RJ, Barrett A, McLeod HL. Use of pharmacogenetic and clinical factors to predict the therapeutic dose of warfarin. Clinical pharmacology and therapeutics. 2008;84:326–31. - PMC - PubMed
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Medical
Molecular Biology Databases