Pharmacogenetic algorithm for predicting daily dose of warfarin in Caucasian patients of Czech origin
Status Publisher Jazyk angličtina Země Německo Médium print-electronic
Typ dokumentu časopisecké články
PubMed
33780197
DOI
10.1515/dmdi-2020-0171
PII: dmdi-2020-0171
Knihovny.cz E-zdroje
- Klíčová slova
- CYP2C9, VKORC1, daily dose prediction algorithm, pharmacogenetics, warfarin,
- Publikační typ
- časopisecké články MeSH
OBJECTIVES: Warfarin use is limited by a low therapeutic index and significant interindividual variability of the daily dose. The most important factor predicting daily warfarin dose is individual genotype, polymorphisms of genes CYP2C9 (warfarin metabolism) and VKORC1 (sensitivity for warfarin). Algorithms using clinical and genetic variables could predict the daily dose before the initiation of therapy. The aim of this study was to develop and validate an algorithm for the prediction of warfarin daily dose in Czech patients. METHODS: Detailed clinical data of patients with known and stable warfarin daily dose were collected. All patients were genotyped for polymorphisms in genes CYP2C9 and VKORC1. RESULTS: Included patients were divided into derivation (n=175) and validation (n=223) cohorts. The final algorithm includes the following variables: Age, height, weight, treatment with amiodarone and presence of variant alleles of genes CYP2C9 and VKORC1. The adjusted coefficient of determination is 72.4% in the derivation and 62.3% in the validation cohort (p<0.001). CONCLUSIONS: Our validated algorithm for warfarin daily dose prediction in our Czech cohort had higher precision than other currently published algorithms. Pharmacogenetics of warfarin has the potential in the clinical practice in specialized centers.
Zobrazit více v PubMed
Tomek, A, Matoska, V, Eisert, C, Serebruany, VL. Optimization of anticoagulation with warfarin for stroke prevention: pharmacogenetic considerations. Am J Therapeut 2011;18:55–66. https://doi.org/10.1097/mjt.0b013e3181cea0cd.
Tomek, A, Kolářová, T, Lacinová, Z, Martinková, S, Šrámek, M, Šarbochová, I, et al.. Přesnost farmakogenetických algoritmů pro výpočet denní dávky warfarinu. Ces Slov Neurol Neurochir 2013;76/109:596–602.
Higashi, M, Veenstra, DL, Kondo, LM, Wittkovsky, AK, Srinouanprachanhto, SL, Farin, FM et al.. Association between CYP2C9 genetic variants and anticoagulation-related outcomes during warfarin therapy. J Am Med Assoc 2002;287:1690–8. https://doi.org/10.1001/jama.287.13.1690.
International Warfarin Pharmacogenetics Consortium, Klein, TE, Altman, RB, Eriksson, N, Gage, BF, Kimmel, SE, Lee, MT, et al.. Estimation of the warfarin dose with clinical and pharmacogenetic data. N Engl J Med 2009;360:753–64. https://doi.org/10.1056/NEJMoa0809329.
Sconce, E, Khan, TI, Wynne, HA, Avery, P, Monkhouse, L, King, BP, et al.. The impact of CYP2C9 and VKORC1 genetic polymorphism and patient characteristics upon warfarin dose requirements: proposal for a new dosing regimen. Blood 2005;106:2329–33. https://doi.org/10.1182/blood-2005-03-1108.
Rieder, M, Reiner, A, Gage, B, Nickerson, D, Eby, C, McLeod, H, et al.. Effect of VKORC1 haplotypes on transcriptional regulation and warfarin dose. N Engl J Med 2005;352:2285–93. https://doi.org/10.1056/nejmoa044503.
Veenstra, D, Blough, DK, Higashi, MK, Farin, FM, Srinouanprachan, S, Rieder, M, et al.. CYP2C9 haplotype structure in European American warfarin patients and association with clinical outcomes. Clin Pharmacol Ther 2005;77:353–64. https://doi.org/10.1016/j.clpt.2005.01.019.
Wadelius, M, Chen, LY, Downes, K, Ghori, J, Hunt, S, Eriksson, N, et al.. Common VKORC1 and GGCX polymorphisms associated with warfarin dose. Pharmacogenomics J 2005;5:262–70. https://doi.org/10.1038/sj.tpj.6500313.
Meckley, L, Wittkowsky, A, Rieder, M, Rettie, A, Veenstra, D. An analysis of the relative effects of VKORC1 and CYP2C9 variants on anticoagulation related outcomes in warfarin patients. Thromb Haemostasis 2008;100:229–39. https://doi.org/10.1160/th07-09-0552.
Schwarz, U, Ritchie, M, Bradford, Y, Li, C, Dudek, S, Frye-Anderson, A, et al.. Genetic determinants of response to warfarin during initial anticoagulation. N Engl J Med 2008;358:999–1008. https://doi.org/10.1056/nejmoa0708078.
Tomek, A, Maťoška, V, Kolárová, T, Neumann, J, Šrámek, M, Šarbochová, I, et al.. The bleeding risk during warfarin therapy is associated with the number of variant alleles of CYP2C9 and VKORC1 genes. Cardiology 2013;125:182–91. https://doi.org/10.1159/000350407.
Tham, LS, Nafziger, A, Guo, J, Wang, L, Soong, R, Lee, S. A warfarin-dosing model in Asians that uses single-nucleotide polymorphisms in vitamin K epoxide reductase complex and cytochrome P450 2C9. Clin Pharmacol Ther 2006;80:346–55. https://doi.org/10.1016/j.clpt.2006.06.009.
Miao, L, Yang, J, Huang, C, Shen, Z. Contribution of age, body weight, and CYP2C9 and VKORC1 genotype to the anticoagulant response to warfarin: proposal for a new dosing regimen in Chinese patients. Eur J Clin Pharmacol 2007;63:1135–41. https://doi.org/10.1007/s00228-007-0381-6.
Wadelius, M, Chen, L, Lindh, J, Eriksson, N, Ghori, M, Bumpstead, S, et al.. The largest prospective warfarin-treated cohort supports genetic forecasting. Blood 2009;113:784–92. https://doi.org/10.1182/blood-2008-04-149070.
Anderson, J, Horne, B, Stevens, S, Grove, A, Barton, S, Nicholas, Z, et al.. Randomized trial of genotype-guided versus standard warfarin dosing in patients initiating oral anticoagulation. Circulation 2007;116:2563–70. https://doi.org/10.1161/circulationaha.107.737312.
Hamberg, A-K, Wadelius, M, Friberg, LE, Biss, TT, Kamali, F, Jonsson, EN. Characterising variability in warfarin dose requirements in children using modelling and simulation. Br J Clin Pharmacol 2014;78:158–69. https://doi.org/10.1111/bcp.12308.