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Published in: Clinical Pharmacokinetics 9/2016

01-09-2016 | Original Research Article

Population Pharmacokinetics of Edoxaban in Patients with Non-Valvular Atrial Fibrillation in the ENGAGE AF-TIMI 48 Study, a Phase III Clinical Trial

Authors: Elke H. J. Krekels, Ronald Niebecker, Mats O. Karlsson, Raymond Miller, Takako Shimizu, Kristin E. Karlsson, Christian T. Ruff, Ulrika S. H. Simonsson, Siv Jönsson

Published in: Clinical Pharmacokinetics | Issue 9/2016

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Abstract

Introduction

Edoxaban is a novel factor Xa inhibitor. This study characterizes the population pharmacokinetics of edoxaban in patients with non-valvular atrial fibrillation (NVAF) included in the phase III ENGAGE AF-TIMI 48 study, evaluates covariates for the dose–exposure relationship in this population, and assesses the impact of protocol-specified dose reductions on exposure using simulations.

Methods

Model development was performed using NONMEM® and based on sparse data from the ENGAGE AF-TIMI 48 study augmented with dense data from 13 phase I studies to inform and stabilize the model. The influence of body weight (WT), creatinine clearance (CLCR), concomitant P-glycoprotein (P-gp) inhibitors, age, sex, race, and NVAF on pharmacokinetic parameters was evaluated based on statistical significance and clinical relevance.

Results

A two-compartment model with first-order elimination and first-order absorption after an absorption lag-time best described the data. Apparent volume and clearance terms increased with increasing WT. Apparent renal clearance increased with increasing CLCR. Apparent non-renal, renal, and inter-compartmental clearance terms differed between phase I volunteers and NVAF patients. Asian patients were found to have increased apparent central volume of distribution, bioavailability, and total apparent clearance. Concomitant P-gp inhibitors increased the bioavailability statistically significantly, but this did not reach clinical relevance.

Conclusion

Edoxaban disposition and the variability in this disposition, including influence of covariates, after oral administration were adequately characterized in patients with NVAF. The 50 % dose reduction in patients with low WT (≤60 kg), moderate renal impairment (CLCR ≤50 mL/min), or concomitant P-gp inhibitors led to 30 % lower exposure than in the other patients.
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Literature
1.
go back to reference Ansell J. Factor Xa or thrombin: is factor Xa a better target? J Thromb Haemost. 2007;5(Suppl 1):60–4.CrossRefPubMed Ansell J. Factor Xa or thrombin: is factor Xa a better target? J Thromb Haemost. 2007;5(Suppl 1):60–4.CrossRefPubMed
2.
go back to reference Furugohri T, Isobe K, Honda Y, Kamisato-Matsumoto C, Sugiyama N, Nagahara T, et al. DU-176b, a potent and orally active factor Xa inhibitor: in vitro and in vivo pharmacological profiles. J Thromb Haemost. 2008;6:1542–9.PubMed Furugohri T, Isobe K, Honda Y, Kamisato-Matsumoto C, Sugiyama N, Nagahara T, et al. DU-176b, a potent and orally active factor Xa inhibitor: in vitro and in vivo pharmacological profiles. J Thromb Haemost. 2008;6:1542–9.PubMed
3.
go back to reference Salazar DE, Mendell J, Kastrissios H, Green M, Carrothers TJ, Song S, et al. Modelling and simulation of edoxaban exposure and response relationships in patients with atrial fibrillation. Thromb Haemost. 2012;107(5):925–36.CrossRefPubMed Salazar DE, Mendell J, Kastrissios H, Green M, Carrothers TJ, Song S, et al. Modelling and simulation of edoxaban exposure and response relationships in patients with atrial fibrillation. Thromb Haemost. 2012;107(5):925–36.CrossRefPubMed
4.
go back to reference Yamashita T, Koretsune Y, Yasaka M, Inoue H, Kawai Y, Yamaguchi T, et al. Randomized, multicenter, warfarin-controlled phase II study of edoxaban in Japanese patients with non-valvular atrial fibrillation. Circ J. 2012;76(8):1840–7.CrossRefPubMed Yamashita T, Koretsune Y, Yasaka M, Inoue H, Kawai Y, Yamaguchi T, et al. Randomized, multicenter, warfarin-controlled phase II study of edoxaban in Japanese patients with non-valvular atrial fibrillation. Circ J. 2012;76(8):1840–7.CrossRefPubMed
5.
go back to reference Ridout G, de la Motte S, Niemczyk S, et al. Effect of renal function on edoxaban pharmacokinetics (PK) and on population PK/PK–PD model [abstract no. 144]. J Clin Pharmacol. 2009;49:1124. Ridout G, de la Motte S, Niemczyk S, et al. Effect of renal function on edoxaban pharmacokinetics (PK) and on population PK/PK–PD model [abstract no. 144]. J Clin Pharmacol. 2009;49:1124.
6.
go back to reference Mendell J, Zahir H, Matsushima N, Noveck R, Lee F, Chen S, et al. Drug–drug interaction studies of cardiovascular drugs involving P-glycoprotein, an efflux transporter, on the pharmacokinetics of edoxaban, an oral factor Xa inhibitor. Am J Cardiovasc Drugs. 2013;13(5):331–42.CrossRefPubMedPubMedCentral Mendell J, Zahir H, Matsushima N, Noveck R, Lee F, Chen S, et al. Drug–drug interaction studies of cardiovascular drugs involving P-glycoprotein, an efflux transporter, on the pharmacokinetics of edoxaban, an oral factor Xa inhibitor. Am J Cardiovasc Drugs. 2013;13(5):331–42.CrossRefPubMedPubMedCentral
7.
go back to reference Ruff CT, Giugliano RP, Antman EM, Crugnale SE, Bocanegra T, Mercuri M, et al. Evaluation of the novel factor Xa inhibitor edoxaban compared with warfarin in patients with atrial fibrillation: design and rationale for the Effective aNticoaGulation with factor xA next GEneration in Atrial Fibrillation-Thrombolysis In Myocardial Infarction study 48 (ENGAGE AF-TIMI 48). Am Heart J. 2010;160(4):635–41.CrossRefPubMed Ruff CT, Giugliano RP, Antman EM, Crugnale SE, Bocanegra T, Mercuri M, et al. Evaluation of the novel factor Xa inhibitor edoxaban compared with warfarin in patients with atrial fibrillation: design and rationale for the Effective aNticoaGulation with factor xA next GEneration in Atrial Fibrillation-Thrombolysis In Myocardial Infarction study 48 (ENGAGE AF-TIMI 48). Am Heart J. 2010;160(4):635–41.CrossRefPubMed
8.
go back to reference Giugliano RP, Ruff CT, Braunwald E, Murphy SA, Wiviott SD, Halperin JL, et al. ENGAGE AF-TIMI 48 Investigators. Edoxaban versus warfarin in patients with atrial fibrillation. N Engl J Med. 2013;369(22):2093–104.CrossRefPubMed Giugliano RP, Ruff CT, Braunwald E, Murphy SA, Wiviott SD, Halperin JL, et al. ENGAGE AF-TIMI 48 Investigators. Edoxaban versus warfarin in patients with atrial fibrillation. N Engl J Med. 2013;369(22):2093–104.CrossRefPubMed
9.
go back to reference Ruff CT, Giugliano RP, Braunwald E, Morrow DA, Murphy SA, et al. Association between edoxaban dose, concentration, anti-Factor Xa activity, and outcomes: an analysis of data from the randomised, double-blind ENGAGE AF-TIMI 48 trial. Lancet. 2015;385(9984):2288–95.CrossRefPubMed Ruff CT, Giugliano RP, Braunwald E, Morrow DA, Murphy SA, et al. Association between edoxaban dose, concentration, anti-Factor Xa activity, and outcomes: an analysis of data from the randomised, double-blind ENGAGE AF-TIMI 48 trial. Lancet. 2015;385(9984):2288–95.CrossRefPubMed
10.
go back to reference Cockcroft DW, Gault MH. Prediction of creatinine clearance from serum creatinine. Nephron. 1976;16(1):31–41.CrossRefPubMed Cockcroft DW, Gault MH. Prediction of creatinine clearance from serum creatinine. Nephron. 1976;16(1):31–41.CrossRefPubMed
11.
go back to reference Matsushima N, Lee F, Sato T, et al. Bioavailability and safety of the factor Xa inhibitor edoxaban and the effects of quinidine in healthy subjects. Clin Pharmacol Drug Dev. 2013;2:358–66.CrossRefPubMed Matsushima N, Lee F, Sato T, et al. Bioavailability and safety of the factor Xa inhibitor edoxaban and the effects of quinidine in healthy subjects. Clin Pharmacol Drug Dev. 2013;2:358–66.CrossRefPubMed
12.
go back to reference Oguma T, Masumoto H, Yoshigae Y, et al. LC-MS/MS bioanalytical method for the determination of edoxaban in human plasma [abstract no. R6377]. AAPS J. 2010;S2. Oguma T, Masumoto H, Yoshigae Y, et al. LC-MS/MS bioanalytical method for the determination of edoxaban in human plasma [abstract no. R6377]. AAPS J. 2010;S2.
13.
go back to reference Beal S, Sheiner L, Boeckmann A. NONMEM users guides. Ellicott City: ICON Development Solutions; 1989–2006. Beal S, Sheiner L, Boeckmann A. NONMEM users guides. Ellicott City: ICON Development Solutions; 1989–2006.
14.
go back to reference Keizer RJ, Karlsson MO, Hooker A. Modeling and simulation workbench for NONMEM: tutorial on Pirana, PsN, and Xpose. CPT Pharmacometrics Syst Pharmacol. 2013;2:e50.CrossRefPubMedPubMedCentral Keizer RJ, Karlsson MO, Hooker A. Modeling and simulation workbench for NONMEM: tutorial on Pirana, PsN, and Xpose. CPT Pharmacometrics Syst Pharmacol. 2013;2:e50.CrossRefPubMedPubMedCentral
15.
go back to reference Beal SL. Ways to fit a PK model with some data below the quantification limit. J Pharmacokinet Pharmacodyn. 2001;28(5):481–504.CrossRefPubMed Beal SL. Ways to fit a PK model with some data below the quantification limit. J Pharmacokinet Pharmacodyn. 2001;28(5):481–504.CrossRefPubMed
16.
go back to reference Niebecker R, Jönsson S, Karlsson MO, Miller R, Nyberg J, Krekels EH, et al. Population pharmacokinetics of edoxaban in patients with symptomatic deep-vein thrombosis and/or pulmonary embolism-the Hokusai-VTE phase 3 study. Br J Clin Pharmacol. 2015;80(6):1374–87.CrossRefPubMed Niebecker R, Jönsson S, Karlsson MO, Miller R, Nyberg J, Krekels EH, et al. Population pharmacokinetics of edoxaban in patients with symptomatic deep-vein thrombosis and/or pulmonary embolism-the Hokusai-VTE phase 3 study. Br J Clin Pharmacol. 2015;80(6):1374–87.CrossRefPubMed
17.
go back to reference Bergstrand M, Hooker AC, Wallin JE, Karlsson MO. Prediction-corrected visual predictive checks for diagnosing nonlinear mixed-effects models. AAPS J. 2011;13(2):143–51.CrossRefPubMedPubMedCentral Bergstrand M, Hooker AC, Wallin JE, Karlsson MO. Prediction-corrected visual predictive checks for diagnosing nonlinear mixed-effects models. AAPS J. 2011;13(2):143–51.CrossRefPubMedPubMedCentral
18.
go back to reference Yin OQ, Tetsuya K, Miller R. Edoxaban population pharmacokinetics and exposure–response analysis in patients with non-valvular atrial fibrillation. Eur J Clin Pharmacol. 2014;70(11):1339–51.CrossRefPubMed Yin OQ, Tetsuya K, Miller R. Edoxaban population pharmacokinetics and exposure–response analysis in patients with non-valvular atrial fibrillation. Eur J Clin Pharmacol. 2014;70(11):1339–51.CrossRefPubMed
19.
go back to reference Rohatagi S, Mendell J, Kastrissios H, Green M, Shi M, Patel I, et al. Characterisation of exposure versus response of edoxaban in patients undergoing total hip replacement surgery. Thromb Haemost. 2012;108(5):887–95.CrossRefPubMed Rohatagi S, Mendell J, Kastrissios H, Green M, Shi M, Patel I, et al. Characterisation of exposure versus response of edoxaban in patients undergoing total hip replacement surgery. Thromb Haemost. 2012;108(5):887–95.CrossRefPubMed
20.
go back to reference Song S, Kang D, Halim AB, Miller R. Population pharmacokinetic-pharmacodynamic modeling analysis of intrinsic FXa and bleeding from edoxaban treatment. J Clin Pharmacol. 2014;54(8):910–6.CrossRefPubMed Song S, Kang D, Halim AB, Miller R. Population pharmacokinetic-pharmacodynamic modeling analysis of intrinsic FXa and bleeding from edoxaban treatment. J Clin Pharmacol. 2014;54(8):910–6.CrossRefPubMed
21.
go back to reference Jönsson S, Simonsson US, Miller R, Karlsson MO. Population pharmacokinetics of edoxaban and its main metabolite in a dedicated renal impairment study. J Clin Pharmacol. 2015;55(11):1268–79.CrossRefPubMed Jönsson S, Simonsson US, Miller R, Karlsson MO. Population pharmacokinetics of edoxaban and its main metabolite in a dedicated renal impairment study. J Clin Pharmacol. 2015;55(11):1268–79.CrossRefPubMed
22.
go back to reference Daiichi Sankyo Inc.; The TIMI Study Group. Global study to assess the safety and effectiveness of edoxaban (DU-176b) vs standard practice of dosing with warfarin in patients with atrial fibrillation (EngageAFTIMI48) [ClinicalTrials.gov identifier NCT00781391]. US National Institutes of Health, ClinicalTrials.gov. https://www.clinicaltrials.gov. Accessed 9 Feb 2016. Daiichi Sankyo Inc.; The TIMI Study Group. Global study to assess the safety and effectiveness of edoxaban (DU-176b) vs standard practice of dosing with warfarin in patients with atrial fibrillation (EngageAFTIMI48) [ClinicalTrials.gov identifier NCT00781391]. US National Institutes of Health, ClinicalTrials.gov. https://​www.​clinicaltrials.​gov. Accessed 9 Feb 2016.
Metadata
Title
Population Pharmacokinetics of Edoxaban in Patients with Non-Valvular Atrial Fibrillation in the ENGAGE AF-TIMI 48 Study, a Phase III Clinical Trial
Authors
Elke H. J. Krekels
Ronald Niebecker
Mats O. Karlsson
Raymond Miller
Takako Shimizu
Kristin E. Karlsson
Christian T. Ruff
Ulrika S. H. Simonsson
Siv Jönsson
Publication date
01-09-2016
Publisher
Springer International Publishing
Published in
Clinical Pharmacokinetics / Issue 9/2016
Print ISSN: 0312-5963
Electronic ISSN: 1179-1926
DOI
https://doi.org/10.1007/s40262-016-0378-3

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