Development and Validation of a Population-Pharmacokinetic Model for Rurioctacog Alfa Pegol (Adynovate®): A Report on Behalf of the WAPPS-Hemo Investigators Ad Hoc Subgroup

Pierre Chelle, Cindy H.T. Yeung, Stacy E. Croteau, Jennifer Lissick, Vinod Balasa, Christina Ashburner, Young Shil Park, Santiago Bonanad, Juan Eduardo Megías-Vericat, Azusa Nagao, Tung Wynn, Fernando Corrales-Medina, Huyen Tran, Anjali Sharathkumar, Meera Chitlur, Samuel Sarmiento, Andrea Edginton, Alfonso Iorio

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Abstract

Background and objective: Rurioctacog alfa pegol (Adynovate) is a modified recombinant factor VIII concentrate used for treating hemophilia A. Aiming to improve treatment tailoring on the Web-Accessible Population Pharmacokinetic Service-Hemophilia (WAPPS-Hemo) platform for patients of all ages treated with Adynovate, we have developed and evaluated a population pharmacokinetic (PopPK) model. On the platform, PopPK models are used as priors for Bayesian forecasting that derive individual PK of hemophilia patients and are subsequently used for personalized dose regimen design. Methods: Factor activity measurements and demographic covariate data from patients infused with Adynovate were extracted from the WAPPS-Hemo database. Evaluations testing the appropriateness of Bayesian forecasting included 10-fold cross validation, a limited sampling analysis (LSA), and an external evaluation using additional independent data extracted from the WAPPS-Hemo database at a later date. Results: The model was constructed using 650 plasma factor activity observations (555 one stage assay and 95 chromogenic assay – 4.6% below limit of quantification) measured in 154 patients from 36 hemophilia centres. A two-compartment model including between subject variability on clearance and central volume was selected as the base model. Covariates were fat free mass on clearance and central volume, age on clearance and assay type on activity. The final model was well-suited to predict PK parameters of new individuals (n = 26) from sparse observations. Conclusions: The development of a PopPK model for Adynovate using real-world data increases the covariate space (e.g. age) beyond what is possible from clinical trial data. This model is available on the WAPPS-Hemo platform for tailoring treatment in hemophilia A patients.

Original languageEnglish (US)
Pages (from-to)245-256
Number of pages12
JournalClinical Pharmacokinetics
Volume59
Issue number2
DOIs
StatePublished - Feb 1 2020

ASJC Scopus subject areas

  • Pharmacology
  • Pharmacology (medical)

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    Chelle, P., Yeung, C. H. T., Croteau, S. E., Lissick, J., Balasa, V., Ashburner, C., Park, Y. S., Bonanad, S., Megías-Vericat, J. E., Nagao, A., Wynn, T., Corrales-Medina, F., Tran, H., Sharathkumar, A., Chitlur, M., Sarmiento, S., Edginton, A., & Iorio, A. (2020). Development and Validation of a Population-Pharmacokinetic Model for Rurioctacog Alfa Pegol (Adynovate®): A Report on Behalf of the WAPPS-Hemo Investigators Ad Hoc Subgroup. Clinical Pharmacokinetics, 59(2), 245-256. https://doi.org/10.1007/s40262-019-00809-6