In the statistical model, the coded variables were defined as follows: carbon substrate (X1), peptone (X2) and MSG (X3), the dependent variable being pigment production (Y). Table 1 shows the three independent variables and their concentrations at the different coded levels of the factorial design experiments as well as the response evaluated.