Furthermore, the model would need to be extended to cover more mechanisms of hydroxylation reaction, such as the addition of the oxidising radical species to the substrate. Finally, reaction activation energies are expected to be better indicators of lability towards CYP metabolism and for this MACE would need to be extended to cover the full reaction path.