TY - JOUR
T1 - Determinants of the Over-Anticoagulation Response during Warfarin Initiation Therapy in Asian Patients Based on Population Pharmacokinetic-Pharmacodynamic Analyses
AU - Ohara, Minami
AU - Takahashi, Harumi
AU - Lee, Ming Ta Michael
AU - Wen, Ming-Shien
AU - Lee, Tsong-Hai
AU - Chuang, Hui-Ping
AU - Luo, Chen-Hui
AU - Arima, Aki
AU - Akiko, Onozuka
AU - Nagai, Rui
AU - Shiomi, Mari
AU - Mihara, Kiyoshi
AU - Morita, Takashi
AU - Chen, Yuan-Tsong
PY - 2014
Y1 - 2014
N2 - To clarify pharmacokinetic-pharmacodynamic (PK-PD) factors associated with the over-anticoagulation response in Asians during warfarin induction therapy, population PK-PD analyses were conducted in an attempt to predict the time-courses of the plasma S-warfarin concentration, Cp(S), and coagulation and anti-coagulation (INR) responses. In 99 Chinese patients we analyzed the relationships between dose and Cp(S) to estimate the clearance of S-warfarin, CL(S), and that between Cp(S) and the normal prothrombin concentration (NPT) as a coagulation marker for estimation of IC50. We also analyzed the non-linear relationship between NPT inhibition and the increase in INR to derive the non-linear index lambda. Population analyses accurately predicted the time-courses of Cp(S), NPT and INR. Multivariate analysis showed that CYP2C9*3 mutation and body surface area were predictors of CL(S), that VKORC1 and CYP4F2 polymorphisms were predictors of IC50, and that baseline NPT was a predictor of lambda. CL(S) and lambda were significantly lower in patients with INR >= 4 than in those with INR, 4 (190 mL/h vs 265 mL/h, P<0.01 and 3.2 vs 3.7, P<0.01, respectively). Finally, logistic regression analysis revealed that CL(S), ALT and hypertension contributed significantly to INR >= 4. All these results indicate that factors associated with the reduced metabolic activity of warfarin represented by CL(S), might be critical determinants of the over-anticoagulation response during warfarin initiation in Asians.
AB - To clarify pharmacokinetic-pharmacodynamic (PK-PD) factors associated with the over-anticoagulation response in Asians during warfarin induction therapy, population PK-PD analyses were conducted in an attempt to predict the time-courses of the plasma S-warfarin concentration, Cp(S), and coagulation and anti-coagulation (INR) responses. In 99 Chinese patients we analyzed the relationships between dose and Cp(S) to estimate the clearance of S-warfarin, CL(S), and that between Cp(S) and the normal prothrombin concentration (NPT) as a coagulation marker for estimation of IC50. We also analyzed the non-linear relationship between NPT inhibition and the increase in INR to derive the non-linear index lambda. Population analyses accurately predicted the time-courses of Cp(S), NPT and INR. Multivariate analysis showed that CYP2C9*3 mutation and body surface area were predictors of CL(S), that VKORC1 and CYP4F2 polymorphisms were predictors of IC50, and that baseline NPT was a predictor of lambda. CL(S) and lambda were significantly lower in patients with INR >= 4 than in those with INR, 4 (190 mL/h vs 265 mL/h, P<0.01 and 3.2 vs 3.7, P<0.01, respectively). Finally, logistic regression analysis revealed that CL(S), ALT and hypertension contributed significantly to INR >= 4. All these results indicate that factors associated with the reduced metabolic activity of warfarin represented by CL(S), might be critical determinants of the over-anticoagulation response during warfarin initiation in Asians.
KW - ATRIAL-FIBRILLATION
KW - CLINICAL CLASSIFICATION SCHEMES
KW - CYP2C9
KW - HEMORRHAGIC COMPLICATIONS
KW - NATIONAL REGISTRY
KW - NORMALIZED RATIO CONTROL
KW - PREDICTING STROKE
KW - RISK
KW - VALIDATION
KW - VKORC1 GENOTYPES
U2 - 10.1371/journal.pone.0105891
DO - 10.1371/journal.pone.0105891
M3 - Journal Article
C2 - 25148255
SN - 1932-6203
VL - 9
JO - PLoS ONE
JF - PLoS ONE
IS - 8
ER -