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Disease-based Model Prediction of Treatment Response to Apricitabine for Viruses with Reduced Susceptibility
P Smith1, Alan Forrest*1, Y Brun1, J Sawyer2, and S Cox3
1State Univ of New York at Buffalo, US; 2Prism Ideas, Nantwich, Cheshire, UK; and 3Avexa, Richmond, Victoria, Australia
Background: Apricitabine (ATC) is a single enantiomer
deoxycytidine analogue NRTI in development for the treatment of HIV-1 infection
in patients with prior treatment experience. ATC has broadly linear
pharmacokinetics with plasma and triphosphate t1/2 of ~3 hours and 7
hours. Treatment with ATC for 10 days in a placebo controlled study in 63 treatment-naïve
patients gave mean reductions in viral load vs placebo of –1.18 log10
(400 mg/day), –1.40 (800 mg/day), –1.65 (1200 mg/day), and –1.58 (1600 mg/day) (all
p <0.01 vs placebo).
Methods: We developed a mathematical HIV disease state
model characterizing the viral dynamics of ATC therapy, linked to both plasma
and intracellular pharmacokinetics using data collected in the prior treatment-naïve
study. Drug concentrations were fit by a 2-compartment pharmacokinetic model,
with first order conversion to the triphosphate. The model incorporated
uninfected and infected CD4 cells and production and clearance of HIV.
Antiviral activity was modeled as intracellular ATC-triphosphate-inhibiting active
viral replication, through a Hill-type function, with the pharmacodynamic parameters
including EC50 (triphosphate at which drug action is half maximal).
Once the optimum fit between the model and the data had been achieved the model
was used to predict the dose-dependent response to ATC for viruses with as much
as a 6-fold reduced drug susceptibility. In these clinical trial simulations
the pharmacokinetics/ pharmacodynamic model results, for each individual
subject from the original trial, were used to predict responses to a range of
regimens and altered EC50 values. In separate simulations, each
subject received ATC 200, 400, 600, and 800 mg twice daily, at 1x, 2x, 3x, 4x, and
6x multiples of wild type virus EC50.
Results: The model fit the data excellently, with a
median R2 for plasma, triphosphate,
and viral load of 0.99, 0.89, and 0.94, respectively. The median wild type EC50
for triphosphate was 0.09 ng/mL/million cells; median trough triphosphate
concentrations for twice-daily dosing were: 200 mg (0.48 ng/mL/million cells), 400 mg
(0.95), 600 mg (1.3), and 800 mg (2.3). At day 10 and 14 the dose thresholds
for a median predicted reduction in viral load ≥1 log10
against viruses with 2x, 3x, and 4x wild type EC50 were 400 mg twice
daily, 600 mg twice daily, and 800 mg twice daily, respectively. Against virus
with 6x wild type EC50 800 mg twice daily was predicted to achieve a
median reduction in viral load of ~0.8 log10 at day 14
Conclusions:
These clinical trial simulations indicate that
viruses with as much as a 6-fold reduction in susceptibility will be amenable
to treatment with ATC 800 mg twice daily. A clinical study is ongoing to
confirm the validity of these predictions.
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