Related Experiment Video
Updated: Jun 17, 2026

Process Development for the Spray-Drying of Probiotic Bacteria and Evaluation of the Product Quality
Published on: April 7, 2023
Multivariate optimization of formulation and process variables influencing physico-mechanical characteristics of
Swati Pund1, Amita Joshi, Kamala Vasu
1B.V. Patel PERD Centre, Department of Pharmaceutics, Sarkhej-Gandhinagar Highway, Thaltej, Ahmedabad 380054, Gujarat, India.
Abstract:
In the present study, isoniazid was formulated as site-specific release pellets with high drug loading (65%, w/w) using extrusion-spheronization followed by aqueous coating of Sureteric (35% weight gain). A statistical experimental strategy was developed to optimize simultaneously the effect of the two formulation variables and one process variable on the critical physico-mechanical properties of the core pellets of isoniazid. Amount of granulating fluid and amount of binder were selected as formulation variables and spheronization speed as a process variable. A 2(3) full factorial experimental design was employed for the present study. Pellets were characterized for physico-mechanical properties viz. usable yield, pellet size, pellips, porosity, abrasion resistance, mechanical crushing force, residual moisture and dissolution efficiency. Graphical and mathematical analysis of the results allowed the identification and quantification of the formulation and process variables active on the selected responses. A polynomial equation fitted to the data was used to predict the responses in the optimal region. The optimum formulation and process parameters were found to be 44.24% (w/w) of granulating fluid, 2.13% (w/w) of binder and spheronization speed of 1000rpm. Optimized formulation showed usable yield 84.95%, particle size 1021.32microm, pellips 0.945, porosity 46.11%, and abrasion resistance 0.485%. However, mechanical crushing force, residual moisture and dissolution efficiency were not significantly affected by the selected independent variables. These results demonstrate the importance of, amount of water, binder and spheronization speed, on physico-mechanical characteristics of the isoniazid core pellets with high drug loading.
Related Concept Videos
Factors Influencing Drug Absorption: Pharmaceutical Parameters
Modified-Release Drug Delivery Systems: Influencing Factors
Formulation and Manufacturing Process: Physical Attributes of Generic Tablets and Capsules
Biopharmaceutical Factors Influencing Drug Product Design: Overview
Pharmaceutical Alternatives: Polymorphic Form-Related and Particle Size-Related Therapeutic Nonequivalence
Modified-Release Drug Delivery Systems: Drug Release Characteristics

