A Plackett-Burman design was applied for the screening experiment. The lower and the upper levels of the MS parameters in the design were selected on the basis of preliminary experiments. Fifteen variables were included in this study, which resulted in a 20 run design. Applying this design with three replicates of the centre point, the total number of runs was 23