Subscribe to RSS
DOI: 10.1055/s-0038-1623531
Cross-evaluation of Pharmacokinetic-Guided Dosing Tools for Factor VIII
Publication History
21 September 2017
01 December 2017
Publication Date:
13 March 2018 (online)
Abstract
Background Patients with severe and moderate haemophilia A are treated prophylactically with factor VIII (FVIII) concentrate. Individualization of prophylaxis can be achieved by pharmacokinetic (PK)-guided dosing.
Aim In this study, the performance of three PK tools (myPKFiT, Web-Accessible Population Pharmacokinetic Service-Hemophilia [WAPPS] and NONMEM) is compared.
Methods In 39 patients, with severe or moderate haemophilia A, blood samples were collected 4, 24 and 48 hours after administration of 50 IU kg−1 of recombinant FVIII (Advate [n = 30] or Kogenate [n = 9]). FVIII dose, FVIII activity and patient characteristics were entered into the three PK tools. Obtained PK parameters and dosing advises were compared.
Results myPKFiT provided PK parameters for 24 of 30 patients receiving Advate, whereas WAPPS and NONMEM provided estimates for all patients. Half-life was different among the three methods: medians were 12.6 hours (n = 24), 11.2 hours (n = 30) and 13.0 hours (n = 30) for myPKFiT, WAPPS and NONMEM (p < 0.001), respectively. To maintain a FVIII trough level of 0.01 IU mL−1 after 48 hours, doses for myPKFiT and NONMEM were 15.1 and 11.0 IU kg−1 (p < 0.01, n = 11) and for WAPPS and NONMEM were 9.0 and 8.0 IU kg−1 (p < 0.01, n = 23), respectively. In nine patients receiving Kogenate, WAPPS and NONMEM produced different PK-parameter estimates; half-life was 15.0 and 12.3 hours and time to 0.05 IU mL−1 was 69.2 and 60.8 hours, respectively (p < 0.01, n = 9). However, recommended doses to obtain these levels were not different.
Conclusion The three evaluated PK tools produced different PK parameters and doses for recombinant FVIII. Haematologists should be aware that recommended doses may be influenced by the choice of PK tool.
Keywords
Bayesian analysis - factor VIII - haemophilia A - pharmacokinetics - Patient-specific ModelingAuthors' Contribution
T.P. and R.A.A.M. performed data analysis and are the main authors of the article. I.V.M. enrolled patients and performed blood sampling for PK analysis. I.V.M. and T.P. performed data collection. M.H.C., F.W.G.L. and K.F. gave critical guidance during the project. All authors substantially contributed to the writing and critically revised the article, with approval of the final draft.
Both authors contributed equally to this article.
-
References
- 1 Blanchette VS. Prophylaxis in the haemophilia population. Haemophilia 2010; 16 (Suppl. 05) 181-188
- 2 Björkman S, Berntorp E. Pharmacokinetics of coagulation factors: clinical relevance for patients with haemophilia. Clin Pharmacokinet 2001; 40 (11) 815-832
- 3 Garmann D, McLeay S, Shah A, Vis P, Maas Enriquez M, Ploeger BA. Population pharmacokinetic characterization of BAY 81-8973, a full-length recombinant factor VIII: lessons learned - importance of including samples with factor VIII levels below the quantitation limit. Haemophilia 2017; 23 (04) 528-537
- 4 Shah A, Solms A, Garmann D. , et al. Improved pharmacokinetics with BAY 81–8973 versus antihemophilic factor (recombinant) plasma/albumin-free method: a randomized pharmacokinetic study in patients with severe hemophilia A. Clin Pharmacokinet 2017; 56 (09) 1045-1055
- 5 Jiménez-Yuste V, Lejniece S, Klamroth R. , et al. The pharmacokinetics of a B-domain truncated recombinant factor VIII, turoctocog alfa (NovoEight®), in patients with hemophilia A. J Thromb Haemost 2015; 13 (03) 370-379
- 6 Björkman S, Oh M, Spotts G. , et al. Population pharmacokinetics of recombinant factor VIII: the relationships of pharmacokinetics to age and body weight. Blood 2012; 119 (02) 612-618
- 7 Björkman S, Folkesson A, Jönsson S. Pharmacokinetics and dose requirements of factor VIII over the age range 3-74 years: a population analysis based on 50 patients with long-term prophylactic treatment for haemophilia A. Eur J Clin Pharmacol 2009; 65 (10) 989-998
- 8 Oh M, Björkman S, Schroth P. , et al. Population pharmacokinetic model of ADVATE in pediatric and adult patients with hemophilia A. Blood 2009; 114: 3492
- 9 Collins PW, Fischer K, Morfini M, Blanchette VS, Björkman S. ; International Prophylaxis Study Group Pharmacokinetics Expert Working Group. Implications of coagulation factor VIII and IX pharmacokinetics in the prophylactic treatment of haemophilia. Haemophilia 2011; 17 (01) 2-10
- 10 Valentino LA. Considerations in individualizing prophylaxis in patients with haemophilia A. Haemophilia 2014; 20 (05) 607-615
- 11 Petrini P, Valentino LA, Gringeri A, Re WM, Ewenstein B. Individualizing prophylaxis in hemophilia: a review. Expert Rev Hematol 2015; 8 (02) 237-246
- 12 Iorio A, Marcucci M. Clinical trials and haemophilia: does the Bayesian approach make the ideal and desirable good friends?. Haemophilia 2009; 15 (04) 900-903
- 13 Björkman S. Limited blood sampling for pharmacokinetic dose tailoring of FVIII in the prophylactic treatment of haemophilia A. Haemophilia 2010; 16 (04) 597-605
- 14 Iorio A, Keepanasseril A, Foster G. , et al; WAPPS-Hemo co-investigator network. Development of a Web-Accessible Population Pharmacokinetic Service-Hemophilia (WAPPS-Hemo): study protocol. JMIR Res Protoc 2016; 5 (04) e239
- 15 Álvarez-Román MT, Fernandez-Bello I, de la Corte-Rodríguez H. , et al. Experience of tailoring prophylaxis using factor VIII pharmacokinetic parameters estimated with myPKFiT® in patients with severe haemophilia A without inhibitors. Haemophilia 2017; 23 (01) e50-e54
- 16 Sherwin CM, Kiang TK, Spigarelli MG, Ensom MH. Fundamentals of population pharmacokinetic modelling: validation methods. Clin Pharmacokinet 2012; 51 (09) 573-590
- 17 Björkman S, Collins P. ; Project on Factor VI I I/Factor IX Pharmacokinetics of the Factor VIII/Factor IX Scientific and Standardization Committee of The Isth. Measurement of factor VIII pharmacokinetics in routine clinical practice. J Thromb Haemost 2013; 11 (01) 180-182
- 18 Castellone DD, Adcock DM. Factor VIII activity and inhibitor assays in the diagnosis and treatment of hemophilia A. Semin Thromb Hemost 2017; 43 (03) 320-330
- 19 Baxalta, now part of Shire. Advate® - Summary of Product Characteristics 2017
- 20 Karlsson MO, Sheiner LB. The importance of modeling interoccasion variability in population pharmacokinetic analyses. J Pharmacokinet Biopharm 1993; 21 (06) 735-750
- 21 Dubois A, Bertrand J, Mentré F. Mathematical Expressions of the Pharmacokinetic and Pharmacodynamic Models implemented in the PFIM software. 2011
- 22 R Core Team (2017). R: A Language and Environment for Statistical Computing. Vienna, Austria; 2016. Available via: https://www.R-project.org/
- 23 Bergstrand M, Hooker AC, Wallin JE, Karlsson MO. Prediction-corrected visual predictive checks for diagnosing nonlinear mixed-effects models. AAPS J 2011; 13 (02) 143-151
- 24 Bonate PL. A brief introduction to Monte Carlo simulation. Clin Pharmacokinet 2001; 40 (01) 15-22
- 25 Lindbom L, Pihlgren P, Jonsson EN. PsN-Toolkit–a collection of computer intensive statistical methods for non-linear mixed effect modeling using NONMEM. Comput Methods Programs Biomed 2005; 79 (03) 241-257
- 26 Keizer R, Pastoor D, Savic R. New Open Source R Libraries for Simulation and Visualization: “PKPDsim” and “vpc”. Hersonissos, Crete, Greece: PAGE; 2015
- 27 Brendel K, Dartois C, Comets E. , et al. Are population pharmacokinetic and/or pharmacodynamic models adequately evaluated? A survey of the literature from 2002 to 2004. Clin Pharmacokinet 2007; 46 (03) 221-234
- 28 U.S. Department of Health and Human Services - Food and Drug Administration. Guidance for Industry - Population Pharmacokinetics. FDA; 1999
- 29 Committee for Medicinal Products for Human Use (CHMP). Guideline on Reporting the Results of Population Pharmacokinetic Analyses. EMA; 2007