Computers & Chemical Engineering, Vol.126, 231-240, 2019
Pharmacokinetic/Pharmacodynamic modeling and simulation of the effect of medications on beta-amyloid aggregates and cholinergic neurocycle
In this paper, a 10th order nonlinear pharmacokinetics/pharmacodynamics (PK/PD) model was developed to evaluate the impact of Alzheimer's disease (AD) medications such as galantamine on beta-amyloid (beta A) aggregates and levels of acetylcholine (ACh) and choline in the presynaptic (compartment 1) and postsynaptic (compartment 2) neurons based on the choline leakage hypothesis. The development is performed by incorporating a one-compartment PD/PK model into the two-enzyme/two-compartment model built by Mustafa et al., (2012a,b). The interaction between medications and beta A aggregates is formulated based on a 6-h single oral dose of 2.5-10 mg of drugs which indicated PK/PD changes similar to the experimental findings obtained by Goh et al., (2011). Enhanced cholinergic behavior was observed in terms of a reduction in beta A aggregates' concentrations and increase in the levels of ACh and choline in the pre-synaptic and postsynaptic neurons. The results indicate that therapeutic and pharmacological agents inhibiting beta A aggregation represent a likely successful approach to develop future trials, new diagnostic techniques, and medications for AD. This study is helpful in developing experimental animal models to support the development of AD medications. (C) 2019 Elsevier Ltd. All rights reserved.
Keywords:beta-Amyloid;ACh Neurocycle;Alzheimer's disease;Drug;Pharmacokinetics;Pharmacodynamics;Choline;Dynamic behavior;Modeling and simulation