TY - JOUR
T1 - Pharmacogenetic warfarin dose refinements remain significantly influenced by genetic factors after one week of therapy
AU - Horne, Benjamin D.
AU - Lenzini, Petra A.
AU - Wadelius, Mia
AU - Jorgensen, Andrea L.
AU - Kimmel, Stephen E.
AU - Ridker, Paul M.
AU - Eriksson, Niclas
AU - Anderson, Jeffrey L.
AU - Pirmohamed, Munir
AU - Limdi, Nita A.
AU - Pendleton, Robert C.
AU - Mcmillin, Gwendolyn A.
AU - Burmester, James K.
AU - Kurnik, Daniel
AU - Michael Stein, C.
AU - Caldwell, Michael D.
AU - Eby, Charles S.
AU - Rane, Anders
AU - Lindh, Jonatan D.
AU - Shin, Jae Gook
AU - Kim, Ho Sook
AU - Angchaisuksiri, Pantep
AU - Glynn, Robert J.
AU - Kronquist, Kathryn E.
AU - Carlquist, John F.
AU - Grice, Gloria R.
AU - Barrack, Robert L.
AU - Li, Juan
AU - Gage, Brian F.
PY - 2012
Y1 - 2012
N2 - 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.
AB - 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.
KW - CYP2C9
KW - Pharmacogenetic
KW - VKORC1
KW - Warfarin
UR - http://www.scopus.com/inward/record.url?scp=84863012482&partnerID=8YFLogxK
U2 - 10.1160/TH11-06-0388
DO - 10.1160/TH11-06-0388
M3 - Article
C2 - 22186998
AN - SCOPUS:84863012482
SN - 0340-6245
VL - 107
SP - 232
EP - 240
JO - Thrombosis and haemostasis
JF - Thrombosis and haemostasis
IS - 2
ER -