title: Optimal serial dilutions designs for drug discovery experiments.
abstract: Dose-response studies are an essential part of the drug discovery process. They are typically carried out on a large number of chemical compounds using serial dilution experimental designs. This paper proposes a method of selecting the key parameters of these designs (maximum dose, dilution factor, number of concentrations and number of replicated observations for each concentration) depending on the stage of the drug discovery process where the study takes place. This is achieved by employing and extending results from optimal design theory. Population D- and D(S)-optimality are defined and used to evaluate the precision of estimating the potency of the tested compounds. The proposed methodology is easy to use and creates opportunities to reduce the cost of the experiments without compromising the quality of the data obtained in them.
authors: School of Mathematics, University of Manchester, Manchester, United Kingdom. a.n.donev@manchester.ac.uk
authors: Alexander N
authors: AN
authors: Donev
authors: Randall D
authors: RD
authors: Tobias
mesh_terms: D004305:Dose-Response Relationship, Drug; D055808:Drug Discovery; D008954:Models, Biological; D012107:Research Design