Figures & data
Table 1. RPN for high-risk factors affecting TPQP.
Table 2. Plackett–Burman screening design.
Figure 3. (A) Half normal plots for response Y, Y2, and Y3; (B) actual vs. predicted plot for response Y, Y2, and Y3; (C) sorted parameter estimates for response Y (particle size); (D) sorted parameter estimates for response Y2 (PDI); (E) sorted parameter estimates for response Y3 (yield).
![Figure 3. (A) Half normal plots for response Y, Y2, and Y3; (B) actual vs. predicted plot for response Y, Y2, and Y3; (C) sorted parameter estimates for response Y (particle size); (D) sorted parameter estimates for response Y2 (PDI); (E) sorted parameter estimates for response Y3 (yield).](/cms/asset/9cb964cd-bcfa-45cf-840b-711eb7dfd7ac/ianb_a_1202259_f0003_c.jpg)
Figure 4. (a) Contour plots showing the effect of significant variables on particle size and PDI and (b) contour plots showing the effect of significant variables on yield.
![Figure 4. (a) Contour plots showing the effect of significant variables on particle size and PDI and (b) contour plots showing the effect of significant variables on yield.](/cms/asset/5004dbde-d258-4f16-9271-b26003f6ad8c/ianb_a_1202259_f0004_c.jpg)
Table 3. ANOVA results for response Y, Y2, and Y3.
Figure 5. Prediction plot showing the predicted value of each response with desirability value for the Placket–Burman design.
![Figure 5. Prediction plot showing the predicted value of each response with desirability value for the Placket–Burman design.](/cms/asset/c65e6b38-c5a1-4c84-adaf-ded639553641/ianb_a_1202259_f0005_c.jpg)
Table 4. Custom design for study of design robustness.
Figure 6. (A) Actual vs. predicted plot for response and ANOVA values for Y, Y2, and Y3 for custom design; (B) half normal plots for response Y, Y2, and Y3 obtained from custom design; (C) sorted parameter estimates for response Y, Y2, and Y3 for custom design.
![Figure 6. (A) Actual vs. predicted plot for response and ANOVA values for Y, Y2, and Y3 for custom design; (B) half normal plots for response Y, Y2, and Y3 obtained from custom design; (C) sorted parameter estimates for response Y, Y2, and Y3 for custom design.](/cms/asset/5bb6da5e-5ba7-4a6d-943d-38614ef055df/ianb_a_1202259_f0006_c.jpg)
Table 5. Optimized values ranges for each variable (factor) for formulation of lactoferrin nanoparticle.