Over the years, as databases of druglike compounds have expanded, the effect of structural and physicochemical features on biological properties has become better understood. Correlations can be drawn between physicochemical and pharmacokinetic parameters; these are of particular interest as they can be used to predict the behaviour of a compound in animal models. Famously, Lipinski’s ‘Rule of Five’ [B] suggested that orally bioavailable drugs lie within certain limits of lipophilicity, polar surface area, hydrogen bond donors and acceptors, and molecular weight. The original 1997 publication triggered a movement to consider the impact of physicochemical properties as early as possible in the drug discovery process, to improve the quality of lead molecular frameworks and reduce the risk of attrition based on poor pharmacology.