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Purpose To present a new screening methodology intended to be used in the early development of spray-dried amorphous solid dispersions. Methods A model that combines thermodynamic, kinetic and manufacturing considerations was implemented to obtain estimates of the miscibility and phase behavior of different itraconazole-based solid dispersions. Additionally, a small-scale solvent casting protocol was developed to enable a fast assessment on the amorphous stability of the different drug-polymer systems. Then, solid dispersions at predefined drug loads were produced in a lab-scale spray dryer for powder characterization and comparison of the results generated by the model and solvent cast samples. Results The results obtained with the model enabled the ranking of the polymers from a miscibility standpoint. Such ranking was consistent with the experimental data obtained by solvent casting and spray drying. Moreover, the range of optimal drug load determined by the model was as well consistent with the experimental results. Conclusions The screening methodology presented in this work showed that a set of amorphous formulation candidates can be assessed in a computer model, enabling not only the determination of the most suitable polymers, but also of the optimal drug load range to be tested in laboratory experiments. The set of formulation candidates can then be further fine-tuned with solvent casting experiments using a small amount of API, which will then provide the decision for the final candidate formulations to be assessed in spray drying experiments.   Read article here

Article

Screening Methodologies for the Development of Spray-Dried ASDs

Aug 01, 2014

The role of empirical and mechanistic modeling The purpose of this work was to build different models to predict the particle size of spray dried powders and assess their usefulness in the design space establishment. Powders were obtained by spray drying solutions of a known pharmaceutical excipient (hypromellose phthalate). The powders were characterized by image analysis (for particle size and circularity), loss on drying (for residual solvent content) and helium pycnometry (for particles density). A full factorial experimental design was performed and PLS regression was used to establish a statistical model. In addition, mechanistic modeling of droplet formation based on hydrodynamic instabilities was also used to estimate the size of particles. Spherical particles, with average particle size between 3 and 9 ?m, were obtained by spray drying solutions in a lab scale unit. Particle density and residual solvent content did not vary significantly between experiments. Statistical and mechanistic approaches were compared. Both statistical and mechanistic models were able to describe the results observed, although the mechanistic model was the most accurate. The mechanistic description of droplet formation was of great assistance to understand and describe the spray drying process.   Introduction Spray drying is a well-established and widely applied technology to manufacture a wide range of powders. It is an ideal process when the end-product quality comprises attributes such as well-defined particle size distribution, residual solvent content, bulk density and morphology (1). Spray drying involves the atomization of a liquid stream (i.e. dispersion of the liquid into very small droplets) into a chamber where the droplets are contacted with a hot gas stream leading to flash drying and particle formation (2). Efforts to understand the physical principles of spray drying were intensified in the last decade with the aim of improving powders attributes and speed up product and process development. Due to the remarkable flexibility of the technology the use of spray drying is increasing in the pharmaceutical industry. It is being used to produce, among others, amorphous materials with enhanced bioavailability, microencapsulated drugs and powders for inhalation (3). In most of the spray drying applications the particle size is considered a critical quality attribute, e.g. for inhaled or oral drugs where it affects drug aerodynamic or compr ...   Read entire article

Article

Applying Quality by Design to spray drying

May 01, 2013

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