A physiologically based pharmacokinetic model to predict pegylated liposomal doxorubicin disposition in rats and human

Drug Deliv Transl Res. 2022 Sep;12(9):2178-2186. doi: 10.1007/s13346-022-01175-w. Epub 2022 May 13.

Abstract

The use of nanoparticles (NPs) can support an enhancement of drug distribution, resulting in increased drug penetration into key tissues. Experimental in vitro data can be integrated into computational approaches to simulate NP absorption, distribution, metabolism and elimination (ADME) processes and provide quantitative pharmacokinetic predictions. The aim of this study is to develop a novel mechanistic and physiologically based pharmacokinetic (m-PBPK) model to predict the biodistribution of NPs focusing on Doxil. The main processes underpinning NPs ADME were represented considering molecular and cellular mechanisms such as stability in biological fluids, passive permeability and uptake activity by macrophages. A whole-body m-PBPK rat and human models were designed in Simbiology v. 9.6.0 (MATLAB R2019a). The m-PBPK models were successfully qualified across doxorubicin and Doxil® in both rat and human since all PK parameters AUC0-inf, Cmax, t1/2, Vd and Cl were within twofold, with an AUC0-inf absolute average-fold error (AAFE) value of 1.23 and 1.16 and 1.76 and 1.05 for Doxorubicin and Doxil® in rat and human, respectively. The time to maximum concentration in tissues for doxorubicin in both rat and human models was before 30 min of administration, while for Doxil®, the tmax was after 24 h of administration. The organs that accumulate most NP are the spleen, liver and lungs, in both models. The m-PBPK represents a predictive platform for the integration of in vitro and formulation parameters in a physiological context to quantitatively predict the NP biodistribution. Schematic diagram of the whole-body m-PBPK models developed for Doxil® in rat and human physiology.

Keywords: Biodistribution; Doxil; In silico modelling; Nanoparticles; Physiologically based pharmacokinetic (PBPK).

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Doxorubicin* / analogs & derivatives
  • Humans
  • Models, Biological*
  • Polyethylene Glycols
  • Rats
  • Tissue Distribution

Substances

  • liposomal doxorubicin
  • Polyethylene Glycols
  • Doxorubicin