Compartmental modelling of the pharmacokinetics of a breast cancer resistance protein.
A mathematical model for the pharmacokinetics of Hoechst 33342 following administration into a culture medium containing a population of transfected cells (HEK293 hBCRP) with a potent breast cancer resistance protein inhibitor, Fumitremorgin C (FTC), present is described. FTC is reported to almost completely annul resistance mediated by BCRP in vitro. This non-linear compartmental model has seven macroscopic sub-units, with 14 rate parameters. It describes the relationship between the concentration of Hoechst 33342 and FTC, initially spiked in the medium, and the observed change in fluorescence due to Hoechst 33342 binding to DNA. Structural identifiability analysis has been performed using two methods, one based on the similarity transformation/exhaustive modelling approach and the other based on the differential algebra approach. The analyses demonstrated that all models derived are uniquely identifiable for the experiments/observations available. A kinetic modelling software package, namely FACSIMILE (MPCA Software, UK), was used for parameter fitting and to obtain numerical solutions for the system equations. Model fits gave very good agreement with in vitro data provided by AstraZeneca across a variety of experimental scenarios.
Grandjean
Thomas R B
TR
School of Engineering, University of Warwick, Coventry CV4 7AL, UK.
Chappell
Mike J
MJ
Yates
James T W
JT
Jones
Kevin
K
Wood
Gemma
G
Coleman
Tanya
T
D000070997:ATP Binding Cassette Transporter, Subfamily G, Member 2; D018528:ATP-Binding Cassette Transporters / Q000378:metabolism*; D005260:Female; D006801:Humans; D007211:Indoles / Q000493:pharmacokinetics*; D008962:Models, Theoretical; D009363:Neoplasm Proteins / Q000378:metabolism*
C116614:ABCG2 protein, human; D000070997:ATP Binding Cassette Transporter, Subfamily G, Member 2; D018528:ATP-Binding Cassette Transporters; D007211:Indoles; D009363:Neoplasm Proteins; C010522:tryptoquivaline