Surface responses and desirability functions to determine optimal granulation domains
1Université de Limoges, Faculté de Pharmacie, Laboratoire de Pharmacie Galénique, Limoges Cedex, France. karine.giry@unilim.fr
Drug Development and Industrial Pharmacy
|September 8, 2010
Summary
Switching between single pot and multiphase high-shear granulation processes is feasible. Formulation optimization for wet granulation showed that technological properties were maintained or improved when transposing to the multiphase equipment.
Area of Science:
- Pharmaceutical Technology
- Chemical Engineering
- Materials Science
Background:
- Traditional wet granulation utilizes single pot mixer-granulator-dryers or multiphase equipment (high-shear granulator with fluid bed dryer).
- Industrial demands may necessitate transferring formulations between these distinct granulation systems.
Purpose of the Study:
- To compare single pot and multiphase high-shear granulation processes.
- To define optimal formulation domains for each granulation equipment.
- To assess the feasibility of transposing formulations between granulation processes.
Main Methods:
- Doehlert experimental designs were employed to compare the two granulation processes.
- Response surface methodology identified optimal binder and filler ratios.
- Desirability functions determined and compared optimal formulation domains for each process.
Main Results:
- The contribution of binder and filler ratios to granule properties varied depending on the granulation process.
- Formulations that were out-of-specification for one process were also out-of-specification for the other.
- Technological properties were either maintained or enhanced when using the multiphase (Fielder/Niro) equipment.
Conclusions:
- Transposing formulations from single pot to multiphase high-shear granulation processes presents no significant difficulties within the studied domain.
- The multiphase equipment demonstrated capability in maintaining or improving granule properties.
- Optimal formulation domains were comparable across both granulation systems.
More Related Videos
Related Concept Videos
Design Example: Aggregate Gradation
The right type and quality of aggregates are crucial for concrete as they significantly influence its properties, mix proportions, and cost-effectiveness. If different sources are available for sand, the commonly used fine aggregate in concrete, the selection of sand is primarily based on its gradation.
The grading, or particle-size distribution, of sand is determined using sieve analysis, with standard sizes ranging from 150 μm to 10 mm (ASTM No. 100 sieve to 3⁄8 in. sieve). Sand is sampled...
The grading, or particle-size distribution, of sand is determined using sieve analysis, with standard sizes ranging from 150 μm to 10 mm (ASTM No. 100 sieve to 3⁄8 in. sieve). Sand is sampled...
Response Surface Methodology
Response Surface Methodology (RSM) is a collection of statistical and mathematical techniques used to develop, improve, and optimize processes. It is particularly valuable when many input variables or factors potentially influence a response variable.
The process of RSM involves several key steps:
The process of RSM involves several key steps:
Factors Affecting Dissolution: Particle Size and Effective Surface Area
Dissolution kinetics, an essential aspect of oral drug delivery, is significantly influenced by the drug's particle size. According to the Noyes-Whitney dissolution model, the dissolution rate correlates directly with the drug's surface area. The larger the surface area, the higher the drug's solubility in water, leading to a faster drug dissolution rate. Reducing particle size increases the effective surface area, enhancing the dissolution process. Micronization and nanosizing are employed to...
Shape and Texture of Coarse Aggregate
Aggregate shape is classified based on the relative sharpness or roundness of the edges and corners. This classification includes categories like rounded, angular, elongated, and flaky, each with specific characteristics. Rounded aggregates, fully shaped by attrition, are typical of river or seashore gravel, while angular aggregates, such as crushed rock, have well-defined edges. Aggregates that are elongated and flaky are less desirable, as they can reduce the workability and strength of...
Fineness of Cement
The fineness of cement directly influences the rate of hydration, as the hydration begins at the surface of the cement particles. In addition to hydration, the fineness of cement is vital for various properties of concrete including workability, gypsum requirement, and long-term behavior. The fineness of cement is represented in terms of the specific surface of cement which is typically measured in square meters per kilogram, with several methods available for this determination.
Direct...
Direct...
Precipitate Formation and Particle Size Control
In precipitation gravimetry, the precipitating agent should react specifically or selectively with the analyte. While a specific reagent reacts with the analyte alone, a selective reagent can react with a limited number of chemical species.
The obtained precipitate should be either a pure substance of known composition or easily converted to one by a simple process, such as ignition or drying. In addition, the precipitate should be insoluble and easily filterable. In general, filterability...
The obtained precipitate should be either a pure substance of known composition or easily converted to one by a simple process, such as ignition or drying. In addition, the precipitate should be insoluble and easily filterable. In general, filterability...


