Figure 5: Schematic concept of DoE, interactions between several factors monitored in parallel. Different types of DoE studies could combine factors, such as temperature, components in the media, pH; stoichiometries of reducing agents, buffers, salts and additives; PTMs, folding and activity during expression, purification and protein storage. The sequence and the number of factors depend on the study objectives.