Figure 4. Perturbation chart of Plackett-Burman Design. A comprehensive understanding of the impacts caused by the individual and combined effects of independent variables on insulin yield was achieved by employing perturbation plots. These plots visually depict the direct effects of variables C, D, E, and H on insulin yield, providing a clear elucidation of their respective influences.