Pharmacogenetic warfarin dose refinements remain significantly influenced by genetic factors after one week of therapy

被引:57
作者
Horne, Benjamin D. [1 ,2 ]
Lenzini, Petra A. [3 ]
Wadelius, Mia [4 ]
Jorgensen, Andrea L. [5 ]
Kimmel, Stephen E. [6 ,7 ]
Ridker, Paul M. [8 ,9 ,10 ]
Eriksson, Niclas [4 ,11 ]
Anderson, Jeffrey L. [1 ,12 ]
Pirmohamed, Munir [13 ]
Limdi, Nita A. [14 ,15 ]
Pendleton, Robert C. [16 ]
McMillin, Gwendolyn A. [17 ]
Burmester, James K. [18 ]
Kurnik, Daniel [19 ]
Stein, C. Michael [19 ]
Caldwell, Michael D. [20 ]
Eby, Charles S. [3 ,21 ]
Rane, Anders [22 ]
Lindh, Jonatan D. [22 ]
Shin, Jae-Gook [23 ,24 ]
Kim, Ho-Sook [23 ,24 ]
Angchaisuksiri, Pantep [25 ]
Glynn, Robert J. [8 ,9 ]
Kronquist, Kathryn E. [26 ]
Carlquist, John F. [1 ]
Grice, Gloria R. [27 ]
Barrack, Robert L. [3 ,28 ]
Li, Juan [3 ]
Gage, Brian F. [3 ]
机构
[1] Intermt Med Ctr, Cardiovasc Dept, Salt Lake City, UT 84107 USA
[2] Univ Utah, Dept Med, Div Genet Epidemiol, Salt Lake City, UT 84112 USA
[3] Washington Univ St Louis, Dept Internal Med, St Louis, MO USA
[4] Uppsala Univ, Dept Med Sci, Uppsala, Sweden
[5] Univ Liverpool, Ctr Med Stat & Hlth Evaluat, Liverpool L69 3BX, Merseyside, England
[6] Univ Penn, Dept Med, Philadelphia, PA 19104 USA
[7] Univ Penn, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USA
[8] Harvard Univ, Sch Med, Ctr Cardiovasc Dis Prevent, Boston, MA USA
[9] Harvard Univ, Sch Med, Div Prevent Med, Boston, MA USA
[10] Harvard Univ, Brigham & Womens Hosp, Div Cardiovasc Med, Sch Med, Boston, MA 02115 USA
[11] Univ Uppsala Hosp, Uppsala Clin Res Ctr UCR, Uppsala, Sweden
[12] Univ Utah, Dept Med, Div Cardiol, Salt Lake City, UT 84112 USA
[13] Univ Liverpool, Wolfson Ctr Personalized Med, Liverpool L69 3BX, Merseyside, England
[14] Univ Alabama Birmingham, Dept Neurol, Birmingham, AL 35294 USA
[15] Univ Alabama Birmingham, Dept Epidemiol, Birmingham, AL USA
[16] Univ Utah, Dept Med, Div Gen Internal Med, Salt Lake City, UT 84112 USA
[17] Univ Utah, Dept Pathol, Salt Lake City, UT USA
[18] Marshfield Clin Res Fdn, Ctr Human Genet, Marshfield, WI USA
[19] Vanderbilt Univ, Div Clin Pharmacol, Dept Med & Pharmacol, Nashville, TN USA
[20] Marshfield Clin Res Fdn, Dept Surg, Marshfield, WI USA
[21] Washington Univ St Louis, Dept Pathol, St Louis, MO USA
[22] Karolinska Inst, Div Clin Pharmacol, Stockholm, Sweden
[23] Inje Univ Coll Med, Dept Pharmacol, Pusan, South Korea
[24] Inje Univ Coll Med, Pharmacogen Res Ctr, Pusan, South Korea
[25] Mahidol Univ, Dept Med, Ramathibodi Hosp, Bangkok 10700, Thailand
[26] Kaiser Permanente, Mol Diagnost Lab, Denver, CO USA
[27] St Louis Coll Pharm, Dept Pharm, St Louis, MO USA
[28] Washington Univ St Louis, Dept Orthopaed Surg, St Louis, MO USA
基金
瑞典研究理事会; 美国国家卫生研究院; 新加坡国家研究基金会;
关键词
Warfarin; VKORC1; CYP2C9; pharmacogenetic; ATRIAL-FIBRILLATION; COST-EFFECTIVENESS; DOSING ALGORITHMS; CYP2C9; GENOTYPE; INITIATION; VKORC1; POLYMORPHISMS; REGIMEN; IMPACT; ANTICOAGULATION;
D O I
10.1160/TH11-06-0388
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
By guiding initial warfarin dose, pharmacogenetic (PGx) algorithms may improve the safety of warfarin initiation. However, once international normalised ratio (INR) response is known, the contribution of PGx to dose refinements is uncertain. This study sought to develop and validate clinical and PGx dosing algorithms for warfarin dose refinement on days 6-11 after therapy initiation. An international sample of 2,022 patients at 13 medical centres on three continents provided clinical, INR, and genetic data at treatment days 6-11 to predict therapeutic warfarin dose. Independent derivation and retrospective validation samples were composed by randomly dividing the population (80%/20%). Prior warfarin doses were weighted by their expected effect on S-warfarin concentrations using an exponential-decay pharmacokinetic model. The INR divided by that "effective" dose constituted a treatment response index. Treatment response index, age, amiodarone, body surface area, warfarin indication, and target INR were associated with dose in the derivation sample. A clinical algorithm based on these factors was remarkably accurate: in the retrospective validation cohort its R-2 was 61.2% and median absolute error (MAE) was 5.0 mg/week. Accuracy and safety was confirmed in a prospective cohort (N=43). CYP2C9 variants and VKORC1-1639 G -> A were significant dose predictors in both the derivation and validation samples. In the retrospective validation cohort, the PGx algorithm had: R-2 = 69.1% (p<0.05 vs. clinical algorithm), MAE = 4.7 mg/week. In conclusion, a pharmacogenetic warfarin dose-refinement algorithm based on clinical, INR, and genetic factors can explain at least 69.1% of therapeutic warfarin dose variability after about one week of therapy.
引用
收藏
页码:232 / 240
页数:9
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