RE: PK and PD variability
Dear Andreas,
When you say you add IIV on dose, I'm not sure exactly what you mean but
suggest you need to take a 2 step approach. In order to replicate variability
in dose, you will need to simulate doses with variability, and then in a second
step use these simulated doses to estimate the Emax model (note that merely
putting IIV on dose during estimation will not force dose to vary in the way
you want). You can then repeat this process with different dose variabilities
to see how PD parameters change/whether it is worth trying to optimise
formulation.
BW,
Joe
Quoted reply history
________________________________
From: [email protected] [[email protected]] On Behalf Of
[email protected] [[email protected]]
Sent: 11 March 2011 09:47
To: [email protected]
Subject: [NMusers] PK and PD variability
Dear group,
I am currently analyzing some dose-response data for one of our drugs. A simple
Emax model nicely described the dose-response relationship for the principal PD
variable (a continuous measure). Unfortunately, no PK data was obtained from
the subjects in the PD study. Since the variability in the PD measure was quite
high (CV>80% placebo, CV>100% active treatment) and variability in the AUC from
previous PK studies was also high (55%, mainly due to variable
bioavailability), the question is if reducing the variability in F (better
formulation) would also relevantly improve PD variability.
I have tried the following:
- Adding an ETA to dose in the Emax model with IIV fixed to 55%CV
(IIV_ED50 reduced from 100% to 75%)
- Use the resulting estimates (including IIV_ED50, IIV_Placebo, residual
variability,[Emax was fixed]) to simulate the response for different values of
IIV_dose
- Calculate the overall variability of the response
(Note, that residual variability was also pretty high (approx 100%CV))
The results suggested that the overall PD variability would only decrease very
little by reducing variability in F. However, I am unsure if my approach is
acceptable and would like to have some input from the group.
Thanks in advance, Andreas.
[cid:_1_0824135C08240F740035C369C1257850]
Andreas Lindauer
Pharmacokineticist
Pharmacokinetics and Metabolism
R&D Center. Ferrer Internacional S.A.
Juan de Sada 32, 08028 Barcelona
Tel +34 93 509 3265
Fax +34 93 411 2764
[email protected]
www.ferrergrupo.com
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