Communicating the Value of Pharmacodynamic Modelling in Drug ...
Communicating the Value of Pharmacodynamic Modelling in Drug ...
Communicating the Value of Pharmacodynamic Modelling in Drug ...
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Methods: Meta-Dose-Response Analysis<br />
Mono-<strong>the</strong>rapy LDL-C % change dose-response:<br />
Stat<strong>in</strong>s and Non-stat<strong>in</strong>s: gemcabene, ezetimibe<br />
E<br />
drug<br />
=<br />
Dose<br />
Dose<br />
n<br />
n<br />
+<br />
⋅<br />
E<br />
ED<br />
max<br />
50<br />
n<br />
Interaction term added to describe comb<strong>in</strong>ations<br />
LDL % change = E0<br />
+ E<br />
stat<strong>in</strong><br />
+ E<br />
non −stat<strong>in</strong><br />
+ γ ⋅ E<br />
stat<strong>in</strong><br />
⋅ E<br />
non −<br />
stat<strong>in</strong><br />
+ η + ε<br />
Weighted (by variance) non-l<strong>in</strong>ear mixed effects (study level random<br />
effect) regression to estimate model parameters.<br />
slide 28<br />
30 May 2008, ARCS<br />
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