Advanced kinetic analysis as a tool for formulation development and prediction of vaccine stability
| Autor: | Salvador F. Ausar, Patricia Probeck, Didier Clénet, Nausheen Rahman, Frédéric Imbert |
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| Rok vydání: | 2014 |
| Předmět: |
Mathematical model
Chemistry medicine.medical_treatment Mean squared prediction error Chemistry Pharmaceutical Kinetic analysis Stability (learning theory) Pharmaceutical Science Viral Vaccines Vaccine Stability Kinetics Residual sum of squares medicine Applied mathematics Adjuvant Selection (genetic algorithm) |
| Zdroj: | Journal of pharmaceutical sciences. 103(10) |
| ISSN: | 1520-6017 |
| Popis: | We have used a protein-based vaccine, a live virus vaccine, and an experimental adjuvant to evaluate the utility of an advanced kinetic modeling approach for stability prediction. The modeling approach uses a systematic and simple procedure for the selection of the most appropriate kinetic equation to describe the degradation rate of compounds subjected to accelerated conditions. One-step and two-step reactions with unlimited combinations of kinetic models were screened for the three products under evaluation. The most appropriate mathematical model for a given product was chosen based on the values of residual sum of squares and the weight parameter w. A relatively simple n-th order kinetic model best fitted the degradation of an adjuvanted protein vaccine with a prediction error lower than 10%. A more complex two-step model was required to describe inactivation of a live virus vaccine under normal and elevated storage temperatures. Finally, an autocatalytic-type kinetic model best fitted the degradation of an oil-in-water adjuvant formulation. The modeling approach described here could be used for vaccine stability prediction, expiry date estimation, and formulation selection. To the best of our knowledge, this is the first report describing a global kinetic analysis of degradation of vaccine components with high prediction accuracy. C � 2014 Wiley Periodicals, Inc. and the American Pharmacists Association J Pharm Sci 103:3055-3064, 2014 |
| Databáze: | OpenAIRE |
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