Dilbir S. Bindra

A combined experimental and modeling approach to study the effects of high-shear wet granulation process parameters on granule characteristics

The purpose of the current work is to study the effects of high-shear wet granulation process parameters on granule characteristics using both experimental and modeling techniques. A full factorial design of experiments was conducted on three process parameters: water amount, impeller speed and wet massing time. Statistical analysis showed that the water amount has the largest impact on the granule characteristics, and that the effect of other process variables was more pronounced at higher water amount. At high water amounts, an increase in impeller speed and/or wet massing time showed a decrease in granule porosity and compactability. A strong correlation between granule porosity and compactability was observed. A three-dimensional population balance model which considers agglomeration and consolidation was employed to model the granulation process. The model was calibrated using the particle size distribution from an experimental batch to ensure a good match between the simulated and experimental particle size distribution. The particle size distribution of three other batches were predicted, each of which was manufactured under different process parameters (water amount, impeller speed and wet massing time). The model was able to capture and predict successfully the shifts in granule particle size distribution with changes in these process parameters.

Drug Excipient Interactions

Unintended physicochemical interaction of an excipient with a drug substance in a dosage form can result in the complexation or binding of the drug, resulting in slow and/or incomplete drug release in a dissolution medium. It is important to assess the risk whether such interactions would reduce oral bioavailability of a drug from its dosage form. This chapter describes the development of a methodology to assess the biorelevance of the drug release impact of drug-excipient binding interactions using a model compound, brivanib alaninate. This methodology was developed using a combination of modeling and simulation tools as well as experimental data generated in vitro and in vivo. In addition, general application of this principle and methodology to other drug substances and binding affinities of drugs with excipients as a function of dose is described.

From bench to humans: formulation development of a poorly water soluble drug to mitigate food effect.

This study presents a formulation approach that was shown to mitigate the dramatic food effect observed for a BCS Class II drug. In vitro (dissolution), in vivo (dog), and in silico (GastroPlus®) models were developed to understand the food effect and design strategies to mitigate it. The results showed that such models can be used successfully to mimic the clinically observed food effect. GastroPlus® modeling showed that food effect was primarily due to the extensive solubilization of the drug into the dietary lipid content of the meal. Several formulations were screened for dissolution rate using the biorelevant dissolution tests. Surfactant type and binder amount were found to play a significant role in the dissolution rate of the tablet prototypes that were manufactured using a high-shear wet granulation process. The performance of the lead prototypes (exhibiting best in vitro dissolution performance) was tested in dogs and human subjects. A new formulation approach, where vitamin E TPGS was included in the tablet formulation, was found to mitigate the food effect in humans.

Processing challenges with solid dosage formulations containing vitamin E TPGS

The objective of this study is to investigate processing challenges associated with the incorporation of Vitamin E TPGS (d-α tocopheryl polyethylene glycol 1000 succinate) into solid pharmaceutical dosage forms. For this work, a wet granulation process (high-shear and fluid bed) was used and Vitamin E TPGS was added as part of the binder solution during granulation. It was shown that Vitamin E TPGS can be incorporated into a prototype formulation at 10% w/w concentration without any significant processing challenges. However, the resulting granulations could only be compressed successfully at low tablet press speeds (dwell time ~100 ms). When compressed at low dwell times (<20 ms) representative of commercial tablet manufacturing, a significant loss in compactability was observed. In addition, several other tablet defects were observed. It was shown that intragranular incorporation of Aeroperl® 300, a granulated form of colloidal silicon dioxide, was able to overcome these compaction problems. The formulation consisting of Aeroperl® 300 showed significantly lower granule particle size, higher granule porosity and higher compactability as compared to the formulation without Aeroperl® 300.

Reversible and pH-dependent weak drug-excipient binding does not affect oral bioavailability of high dose drugs.

Objectives  Drug‐excipient binding can affect in‐vitro drug release. Literature suggests that drug‐excipient ionic binding interaction that is not disrupted by physiological salt concentration in the dissolution medium can impact a drugs oral bioavailability. We investigated whether nondisruption of interaction by physiological salt concentration was an adequate predictor of its biorelevance using the binding of a model amine high dose drug brivanib alaninate (BA) to croscarmellose sodium (CCS) as an example.

Influence of Process Parameters on Tablet Bed Microenvironmental Factors During Pan Coating

Recent studies have shown the importance of monitoring microenvironmental conditions (temperature, relative humidity) experienced by the tablet bed during a pan coating process, thereby necessitating the need to understand how various process parameters influence these microenvironmental conditions. The process parameters studied in this work include exhaust air temperature, spray rate, inlet airflow rate, gun-to-bed distance, coating suspension percent solids, and atomization and pattern air pressure. Each of these process parameters was found to have an impact on the tablet bed relative humidity (RH), as measured using PyroButton data logging devices. A higher tablet bed RH was obtained with an increase in spray rate and atomization air pressure and with a decrease in exhaust air temperature, inlet airflow rate, gun-to-bed distance, suspension percent solids, and pattern air pressure. Based on this work, it can be concluded that the tablet bed thermodynamic conditions are a cumulative effect of the various process conditions. A strong correlation between the tablet bed RH and the frequency of tablet coating defect (logo bridging) was established, with increasing RH resulting in a higher percent of logo bridging events.

Evaluating Scale-Up Rules of a High-Shear Wet Granulation Process

This work aimed to evaluate the commonly used scale-up rules for high-shear wet granulation process using a microcrystalline cellulose-lactose-based low drug loading formulation. Granule properties such as particle size, porosity, flow, and tabletability, and tablet dissolution were compared across scales using scale-up rules based on different impeller speed calculations or extended wet massing time. Constant tip speed rule was observed to produce slightly less granulated material at the larger scales. Longer wet massing time can be used to compensate for the lower shear experienced by the granules at the larger scales. Constant Froude number and constant empirical stress rules yielded granules that were more comparable across different scales in terms of compaction performance and tablet dissolution. Granule porosity was shown to correlate well with blend tabletability and tablet dissolution, indicating the importance of monitoring granule densification (porosity) during scale-up. It was shown that different routes can be chosen during scale-up to achieve comparable granule growth and densification by altering one of the three parameters: water amount, impeller speed, and wet massing time.

Excipient–Process Interactions and their Impact on Tablet Compaction and Film Coating

The objective of this study was to establish the effects of the level of minor formulation components (sodium lauryl sulfate: SLS, and magnesium stearate: MgSt) and manufacturing process on final blend compaction properties and the performance of the tablets during film coating. A 2 × 2 × 3 factorial study was conducted at two levels of SLS (0% and 1%, w/w) and MgSt (0.5% and 1.75%, w/w), along with three different manufacturing processes (direct compression, high-shear wet granulation, and dry granulation). The tablets were compressed to the same solid fraction (0.9) and the resulting tablet hardness values were found to vary over a range of 13-42 SCU, highlighting large compactability differences among these batches. Increase in the level of SLS or MgSt in the formulation had a significant negative effect on compactability and the performance of film-coated tablets. The detrimental effects on compaction and coating performance were magnified for the dry granulation process, likely due to the overall increased shear experienced by excipients (SLS, MgSt, microcrystalline cellulose) during the roller compaction and milling steps. The findings of this study highlight the importance of the manufacturing process when considering the use-level of formulation components such as SLS and MgSt in the formulation.

Real-Time Monitoring of Thermodynamic Microenvironment in a Pan Coater

The current study demonstrates the use of tablet-size data logging devices (PyroButtons) to quantify the microenvironment experienced by tablets during pan coating process. PyroButtons were fixed at the inlet and exhaust plenums, and were also placed to freely move with the tablets. The effects of process parameters (spray rate and inlet-air humidity) on the thermodynamic conditions inside the pan coater were studied. It was shown that the same exhaust temperature (a parameter most commonly monitored and controlled during film coating) can be attained with very different tablet-bed conditions. The tablet-bed conditions were found to be more sensitive to the changes in spray rate as compared with the inlet-air humidity. Both spray rate and inlet-air humidity were shown to have an effect on the number of tablet defects (loss of logo definition), and a good correlation between number of tablet defects and tablet-bed humidity was observed. The ability to quantify the thermodynamic microenvironment experienced by the tablets during coating and be able to correlate that to macroscopic tablet defects can be an invaluable tool that can help to establish a process design space during product development.

Stabilization of Hard Gelatin Capsule Shells Filled with Polyethylene Glycol Matrices

The purpose of this study was to evaluate the effects of various stabilizers on the dissolution stability of liquid-filled capsule dosage forms containing a potent drug dissolved in polyethylene glycols. A systematic dissolution slowdown was observed in gelatin capsule formulations without a stabilizer and was exaggerated under stress storage conditions. This slowdown is attributed to cross-linking of the gelatin shells. Addition of butylated hydroxyanisole (BHA) delayed the onset of gelatin cross-linking, and a combination of BHA with water added to this formulation effectively prevented product dissolution slowdown. For similar formulations filled into hypromellose capsule shells, no dissolution slowdown was observed, even in the absence of stabilizers.