1
|
Kiricenko K, Meier R, Kleinebudde P. Systematic investigation of the impact of screw elements in continuous wet granulation. Int J Pharm X 2024; 8:100273. [PMID: 39206252 PMCID: PMC11357779 DOI: 10.1016/j.ijpx.2024.100273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 07/29/2024] [Accepted: 08/02/2024] [Indexed: 09/04/2024] Open
Abstract
Twin-screw wet granulation (TSG) is a continuous manufacturing technique either for granules as final dosage form or as an intermediate before tableting or capsule filling. A comprehensive process understanding is required to implement TSG, considering various parameters influencing granule and tablet quality. This study investigates the impact of screw configuration on granule properties followed by tableting, using a systematic approach for lactose-microcrystalline cellulose (lactose-MCC) and ibuprofen-mannitol (IBU) formulations. The most affecting factor, as observed by other researchers, was the L/S ratio impacting the granule size, strength and tabletability. Introducing tooth-mixing-elements at the end of the screw, as for the IBU formulation, resulted in a high proportion of oversized granules, with values between 36% and 78%. Increasing the thickness of kneading elements (KEs) produced denser, less friable granules with reduced tablet tensile strength. Granulation with more KEs, larger thickness or stagger angle increased torque values and residence time from 30 to 65 s. Generally, IBU granules exhibited high tabletability, requiring low compression pressure for sufficient tensile strength. At a compression pressure of 50 MPa, IBU tablets where at least one kneading zone was included resulted in approximately 2.5 MPa compared to lactose-MCC with 0.5 MPa. In conclusion, the TSG process demonstrated robustness by varying the screw design with minimal impact on subsequent tableting processes.
Collapse
Affiliation(s)
- Katharina Kiricenko
- Heinrich Heine University Düsseldorf, Faculty of Mathematics and Natural Sciences, Institute of Pharmaceutics and Biopharmaceutics, Universitätsstrasse 1, 40225 Düsseldorf, Germany
| | - Robin Meier
- L.B. Bohle Maschinen und Verfahren GmbH, 59320 Ennigerloh, Germany
| | - Peter Kleinebudde
- Heinrich Heine University Düsseldorf, Faculty of Mathematics and Natural Sciences, Institute of Pharmaceutics and Biopharmaceutics, Universitätsstrasse 1, 40225 Düsseldorf, Germany
| |
Collapse
|
2
|
Kolipaka SS, Junqueira LA, Ross S, Garg V, Mithu MSH, Bhatt S, Douroumis D. An Advanced Twin-Screw Granulation Technology: The use of Non-Volatile Solvents with High Solubilizing Capacity. AAPS PharmSciTech 2024; 25:174. [PMID: 39085532 DOI: 10.1208/s12249-024-02890-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 07/09/2024] [Indexed: 08/02/2024] Open
Abstract
PURPOSE Twin-screw wet granulation (TSWG) is a manufacturing process that offers several advantages for the processing of water-insoluble active pharmaceutical ingredients (APIs) and has been used for increasing the solubility and dissolution rates. Here we introduce a novel TSWG approach with reduced downstream processing steps by using non-volatile solvents as granulating binders. METHODS Herein, TSWG was carried out using Transcutol a non-volatile protic solvent as a granulating binder and dissolution enhancer of ibuprofen (IBU) blends with cellulose polymer grades (Pharmacoat® 603, Affinisol™, and AQOAT®). RESULTS The physicochemical characterisation of the produced granules showed excellent powder flow and the complete transformation of IBU into the amorphous state. Dissolution studies presented immediate release rates for all IBU formulations due to the high drug-polymer miscibility and the Transcutol solubilising capacity. CONCLUSIONS Overall, the study demonstrated an innovative approach for the development of extruded granules by processing water-insoluble APIs with non-volatile solvents for enhanced dissolution rates at high drug loadings.
Collapse
Affiliation(s)
| | | | - Steven Ross
- Custom Pharma Services, Conway St, Brighton and Hove, Hove, BN3 3LW, UK
| | - Vivek Garg
- Wolfson Centre for Bulk Solids Handling Technology, Faculty of Engineering & Science, University of Greenwich, Central Avenue, Chatham, ME4 4TB, UK
| | | | - Saumil Bhatt
- Cubi-Tech Extrusion Ltd., Unit 3, Neptune Close, Medway City Estate, Rochester, Kent, ME2 4LU, UK
| | - Dennis Douroumis
- Centre for Research Innovation (CRI), University of Greenwich, Chatham Maritime Kent, Chatham, ME4 4TB, UK.
- Delta Pharmaceutics Ltd., 1-3 Manor Road, Chatham, Kent, ME4 6AG, UK.
| |
Collapse
|
3
|
Köster C, Kleinebudde P. Evaluation of binders in twin-screw wet granulation - Optimization of tabletability. Int J Pharm 2024; 659:124290. [PMID: 38821435 DOI: 10.1016/j.ijpharm.2024.124290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 05/27/2024] [Accepted: 05/28/2024] [Indexed: 06/02/2024]
Abstract
The influence of hydroxypropyl cellulose type (HPC-SSL SFP, HPC-SSL), concentration (2 %, 3.5 %, 5 %) and filler (lactose, calcium hydrogen phosphate (DCP)/microcrystalline cellulose (MCC)) on twin-screw wet granulation and subsequent tableting was studied. The aim was to identify the formulation of the highest tabletability which still fulfills the requirements of the disintegration. Lactose combined with 5 % binder enabled a higher tabletability and a faster disintegration than DCP/MCC. It was found that tabletability of lactose formulations can be increased by higher binder concentration and higher compression pressure while tabletability of DCP/MCC formulations can be only increased by higher compression pressure. It was observed that batches containing DCP/MCC failed the disintegration test, if the highest binder concentration and the highest compression pressure were used. To ensure a fast disintegration, the compression pressure or at least the binder concentration had to be low. Changing the disintegrant and its localization improved the DCP/MCC formulation, resulting in faster disintegration than lactose tablets. However, it also resulted in a lower tabletability. In this study best tablets were achieved with 3.5 % or 5 % binder and lactose as filler. These tablets presented the highest tabletability but still disintegrated in less than 500 s.
Collapse
Affiliation(s)
- Claudia Köster
- Institute of Pharmaceutics and Biopharmaceutics, Faculty of Mathematics and Natural Sciences, Heinrich Heine University, Universitätsstr. 1, 40225 Düsseldorf, Germany.
| | - Peter Kleinebudde
- Institute of Pharmaceutics and Biopharmaceutics, Faculty of Mathematics and Natural Sciences, Heinrich Heine University, Universitätsstr. 1, 40225 Düsseldorf, Germany.
| |
Collapse
|
4
|
Arthur TB, Rahmanian N. Process Simulation of Twin-Screw Granulation: A Review. Pharmaceutics 2024; 16:706. [PMID: 38931829 PMCID: PMC11206687 DOI: 10.3390/pharmaceutics16060706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Revised: 05/19/2024] [Accepted: 05/21/2024] [Indexed: 06/28/2024] Open
Abstract
Twin-screw granulation has emerged as a key process in powder processing industries and in the pharmaceutical sector to produce granules with controlled properties. This comprehensive review provides an overview of the simulation techniques and approaches that have been employed in the study of twin-screw granulation processes. This review discusses the major aspects of the twin-screw granulation process which include the fundamental principles of twin-screw granulation, equipment design, process parameters, and simulation methodologies. It highlights the importance of operating conditions and formulation designs in powder flow dynamics, mixing behaviour, and particle interactions within the twin-screw granulator for enhancing product quality and process efficiency. Simulation techniques such as the population balance model (PBM), computational fluid dynamics (CFD), the discrete element method (DEM), process modelling software (PMS), and other coupled techniques are critically discussed with a focus on simulating twin-screw granulation processes. This paper examines the challenges and limitations associated with each simulation approach and provides insights into future research directions. Overall, this article serves as a valuable resource for researchers who intend to develop their understanding of twin-screw granulation and provides insights into the various techniques and approaches available for simulating the twin-screw granulation process.
Collapse
Affiliation(s)
| | - Nejat Rahmanian
- Chemical Engineering, Faculty of Engineering, and Digital Technologies, University of Bradford, Bradford BD7 1DP, UK;
| |
Collapse
|
5
|
Kotamarthy L, Karkala S, Dan A, Román-Ospino AD, Ramachandran R. Investigating the Effects of Mixing Dynamics on Twin-Screw Granule Quality Attributes via the Development of a Physics-Based Process Map. Pharmaceutics 2024; 16:456. [PMID: 38675117 PMCID: PMC11054190 DOI: 10.3390/pharmaceutics16040456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 02/20/2024] [Accepted: 03/15/2024] [Indexed: 04/28/2024] Open
Abstract
Twin-screw granulation (TSG) is an emerging continuous wet granulation technique that has not been widely applied in the industry due to a poor mechanistic understanding of the process. This study focuses on improving this mechanistic understanding by analyzing the effects of the mixing dynamics on the granule quality attributes (PSD, content uniformity, and microstructure). Mixing is an important dynamic process that simultaneously occurs along with the granulation rate mechanisms during the wet granulation process. An improved mechanistic understanding was achieved by identifying and quantifying the physically relevant intermediate parameters that affect the mixing dynamics in TSG, and then their effects on the granule attributes were analyzed by investigating their effects on the granulation rate mechanisms. The fill level, granule liquid saturation, extent of nucleation, and powder wettability were found to be the key physically relevant intermediate parameters that affect the mixing inside the twin-screw granulator. An improved geometrical model for the fill level was developed and validated against existing experimental data. Finally, a process map was developed to depict the effects of mixing on the temporal and spatial evolution of the materials inside the twin-screw granulator. This process map illustrates the mechanism of nucleation and the growth of the granules based on the fundamental material properties of the primary powders (solubility and wettability), liquid binders (viscosity), and mixing dynamics present in the system. Furthermore, it was shown that the process map can be used to predict the granule product quality based on the granule growth mechanism.
Collapse
Affiliation(s)
| | | | | | | | - Rohit Ramachandran
- Department of Chemical & Biochemical Engineering, Rutgers University, 98 Brett Road, Piscataway, NJ 08854, USA; (L.K.)
| |
Collapse
|
6
|
Zhao J, Tian G, Qu H. Application of I-Optimal Design for Modeling and Optimizing the Operational Parameters of Ibuprofen Granules in Continuous Twin-Screw Wet Granulation. Biomedicines 2023; 11:2030. [PMID: 37509668 PMCID: PMC10377492 DOI: 10.3390/biomedicines11072030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 07/06/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023] Open
Abstract
The continuous twin-screw wet granulation (TSWG) process was investigated and optimized with prediction-oriented I-optimal designs. The I-optimal designs can not only obtain a precise estimation of the parameters that describe the effect of five input process parameters, including the screw speed, liquid-to-solid (L/S) ratio, TSWG feed rate, and numbers of the 30° and 60° mixing elements, on the granule quality in a TSWG process, but it can also provide a prediction of the response to determine the optimum operating conditions. Based on the constraints of the desired granule properties, a design space for the TSWG was determined, and the ranges of the operating parameters were defined. An acceptable degree of prediction was confirmed through validation experiments, demonstrating the reliability and effectiveness of using the I-optimal design method to study the TSWG process. The I-optimal design method can accelerate the screening and optimization of the TSWG process.
Collapse
Affiliation(s)
- Jie Zhao
- Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China
| | - Geng Tian
- Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China
| | - Haibin Qu
- Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China
| |
Collapse
|
7
|
Zidan A, Kotamarthy L, Ramachandran R, Ashraf M, O'Connor T. Optimization of screw design for continuous wet granulation: A Case Study of metoprolol succinate ER tablets. Int J Pharm 2022; 623:121964. [PMID: 35764264 DOI: 10.1016/j.ijpharm.2022.121964] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 05/31/2022] [Accepted: 06/22/2022] [Indexed: 01/29/2023]
Abstract
This study aimed at understanding the effect of screw design on the critical characteristics of granules and tablets of an extended-release (ER) formulation for twin screw granulation process. The screw design parameters assessed included number of kneading elements (KEs) per kneading zone, distance separating kneading zones, staggering angle (SA) of kneading elements and number of sizing elements (SEs). These input variables were varied using a design of experiment (DoE) approach to manufacture granules. Particle size distribution (PSD), flow and bulk properties of the granules, breaking strength and dissolution of tablets manufactured using these granules were characterized. The results of least square fitting showed that KEs, SA, and SEs of the screws significantly (p -values < 0.05) affected the PSD, cohesion, compressibility (CPS), conditioned bulk density (CBD) and permeability of the granules. The KEs and SEs significantly (p -value < 0.05) affected the dissolution, which was attributed to their effects on CPS and CBD of the granules. The distance between kneading zones had no significant effect on granules and tablet characteristics. These results may be used to further study the interaction of the identified critical screw design parameters with other processing parameters for continuous manufacturing of this ER matrix-based tablet formulation.
Collapse
Affiliation(s)
- Ahmed Zidan
- Division of Product Quality Research, Office of Testing and Research, Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, U.S. Food and Drug Administration.
| | - Lalith Kotamarthy
- Division of Product Quality Research, Office of Testing and Research, Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, U.S. Food and Drug Administration; Department of Chemical and Biochemical Engineering, Rutgers, The State University of New Jersey
| | - Rohit Ramachandran
- Department of Chemical and Biochemical Engineering, Rutgers, The State University of New Jersey
| | - Muhammad Ashraf
- Division of Product Quality Research, Office of Testing and Research, Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, U.S. Food and Drug Administration
| | - Thomas O'Connor
- Division of Product Quality Research, Office of Testing and Research, Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, U.S. Food and Drug Administration
| |
Collapse
|
8
|
Pradhan SU, Bullard JW, Dale S, Ojakovo P, Bonnassieux A. A scaled down method for identifying the optimum range of L/S ratio in twin screw wet granulation using a regime map approach. Int J Pharm 2022; 616:121542. [PMID: 35131356 DOI: 10.1016/j.ijpharm.2022.121542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 01/13/2022] [Accepted: 01/30/2022] [Indexed: 10/19/2022]
Abstract
Twin screw wet granulation (TSWG) has gained momentum in the pharmaceutical industry for effective continuous granulation of solid dosage products. Liquid-to-solid (L/S) ratio is a key process parameter affecting granule properties. Identifying an optimum range of L/S ratio while reducing the number of full scale experiments can minimize material requirements and streamline formulation and process development. In this work, microcrystalline cellulose-based (MCC) formulations of varying drug loads were granulated using a kneading element screw configuration at a wide range of L/S ratios until pasting was visually determined. Quantitative criteria based on process relevant granule size and mass % of fines were established to identify undesirable granulation conditions. Key mechanical properties of wet compacts measured using a small scale approach are discussed. The stress-strain behavior is used to predict pasting, and natural strain at peak yield stress and total work of deformation are used to identify undergranulation and overgranulation respectively. The small scale method is used to establish viable ranges of L/S ratios in advance of at-scale experiments. A quantitative predictive growth regime map is proposed based fully on small scale experiments and input process parameters. Strategies for establishing a generalized growth regime map for various systems of interest are discussed.
Collapse
Affiliation(s)
- Shankali U Pradhan
- Vertex Pharmaceuticals Incorporated, 50 Northern Ave, Boston, MA 02210, USA.
| | - Joseph W Bullard
- Vertex Pharmaceuticals Incorporated, 50 Northern Ave, Boston, MA 02210, USA.
| | - Steven Dale
- Vertex Pharmaceuticals Incorporated, 50 Northern Ave, Boston, MA 02210, USA.
| | - Peter Ojakovo
- Vertex Pharmaceuticals Incorporated, 50 Northern Ave, Boston, MA 02210, USA.
| | | |
Collapse
|
9
|
Vandevivere L, Denduyver P, Portier C, Häusler O, De Beer T, Vervaet C, Vanhoorne V. The Effect of Binder Types on the Breakage and Drying Behavior of Granules in a Semi-Continuous Fluid Bed Dryer after Twin Screw Wet Granulation. Int J Pharm 2022; 614:121449. [PMID: 34999149 DOI: 10.1016/j.ijpharm.2022.121449] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 12/19/2021] [Accepted: 01/01/2022] [Indexed: 11/30/2022]
Abstract
Current study investigated the effect of different binder types on the granule drying process and the granule breakage behavior in a semi-continuous fluid bed dryer integrated in the C25 ConsiGma-system. The studied binders (i.e. hydroxypropyl pea starch, hydroxypropyl methylcellulose E15, polyvinylpyrrolidone K12, and starch octenyl succinate CO 01) required different liquid amounts to produce similar granule quality. These different liquid requirements were translated into different drying conditions for each binder to result in sufficiently dry granules at the end of a drying cycle. By comparing the size distribution of the granules before entering and after exiting the fluid bed dryer, granule breakage could be evaluated. No effect of the binder type on the granule breakage during drying was observed. However, differences in granule breakage were observed for the binders when processed with the horizontal set-up of the C25 system, as granule breakage during pneumatic transport depended on the binder type. Only one binder (hydroxypropyl pea starch) allowed to avoid granule breakage during the entire process. Furthermore, this research showed that the drying process was mainly steered by the liquid requirements for granulation, and that these liquid requirements depended on the binder used.
Collapse
Affiliation(s)
- L Vandevivere
- Ghent University, Laboratory of Pharmaceutical Technology, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - P Denduyver
- Ghent University, Laboratory of Pharmaceutical Technology, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - C Portier
- Ghent University, Laboratory of Pharmaceutical Technology, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - O Häusler
- Roquette Frères, Rue de la Haute Loge, 62136 Lestrem, France
| | - T De Beer
- Ghent University, Laboratory of Pharmaceutical Process Analytical Technology, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - C Vervaet
- Ghent University, Laboratory of Pharmaceutical Technology, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - V Vanhoorne
- Ghent University, Laboratory of Pharmaceutical Technology, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
| |
Collapse
|
10
|
Wang LG, Morrissey JP, Barrasso D, Slade D, Clifford S, Reynolds G, Ooi JY, Litster JD. Model driven design for twin screw granulation using mechanistic-based population balance model. Int J Pharm 2021; 607:120939. [PMID: 34310953 DOI: 10.1016/j.ijpharm.2021.120939] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 07/20/2021] [Accepted: 07/21/2021] [Indexed: 11/30/2022]
Abstract
This paper presents a generic framework of Model Driven Design (MDD) with its application for a twin screw granulation process using a mechanistic-based population balance model (PBM). The process kernels including nucleation, breakage, layering and consolidation are defined in the PBM. A recently developed breakage kernel is used with key physics incorporated in the model formulation. Prior to granulation experiments, sensitivity analysis of PBM parameters is performed to investigate the variation of model outputs given the input parameter variance. The significance of liquid to solid ratio (L/S ratio), nucleation and breakage parameters is identified by sensitivity analysis. The sensitivity analysis dramatically reduces the number of fitting parameters in PBM and only nine granulation experiments are required for model calibration and validation. A model validation flowchart is proposed to elucidate the evolution of kinetic rate parameters associated with L/S ratio and screw element geometry. The presented MDD framework for sensitivity analysis, parameter estimation, model verification and validation can be generalized and applied for any particulate process.
Collapse
Affiliation(s)
- Li Ge Wang
- Department of Chemical and Biological Engineering, University of Sheffield, UK
| | | | | | | | - Sean Clifford
- Oral Product Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Macclesfield, UK
| | - Gavin Reynolds
- Oral Product Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Macclesfield, UK
| | - Jin Y Ooi
- School of Engineering, University of Edinburgh, UK
| | - James D Litster
- Department of Chemical and Biological Engineering, University of Sheffield, UK.
| |
Collapse
|
11
|
Ryckaert A, Stauffer F, Funke A, Djuric D, Vanhoorne V, Vervaet C, De Beer T. Evaluation of torque as an in-process control for granule size during twin-screw wet granulation. Int J Pharm 2021; 602:120642. [PMID: 33933640 DOI: 10.1016/j.ijpharm.2021.120642] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 04/20/2021] [Accepted: 04/21/2021] [Indexed: 10/21/2022]
Abstract
The potential of torque as in-process control (IPC) to monitor granule size in twin-screw wet granulation (TSG) was investigated. An experimental set-up allowing the collection of granules at four different locations (i.e., in the wetting zone, after the first and second kneading zone and at the end of the granulator) of the granulator screws was used to determine the change in granule size, granule temperature and the contribution of each compartment to the overall torque for varying screw speed, mass feed rate and liquid-to-solid ratio. The only observed correlation was between the granule size and torque increase after the first kneading zone because the torque increase was an indication of the degree in granule growth which was consistently observed with all applied granulation process parameters. No correlation was observed in the other locations as changes of torque were accompanied to either granule breakage and/or growth. Moreover, torque increase was correlated to higher granule temperature, suggesting that energy put into the granulator was partly used to heat up the material being processed and explains additionally the lack of correlation between granule size and torque. Therefore, this study showed that torque could not be used as IPC to monitor granule size during TSG.
Collapse
Affiliation(s)
- A Ryckaert
- Laboratory of Pharmaceutical Process Analytical Technology, Department of Pharmaceutical analysis, Ghent University, Ottergemsesteenweg 460, 9000, Ghent, Belgium.
| | - F Stauffer
- Laboratory of Pharmaceutical Process Analytical Technology, Department of Pharmaceutical analysis, Ghent University, Ottergemsesteenweg 460, 9000, Ghent, Belgium.
| | - A Funke
- Chemical & Pharmaceutical Development, Pharma R&D, Bayer AG, Friedrich-Ebert-Straße 475, 42369, Wuppertal, Germany.
| | - D Djuric
- Chemical & Pharmaceutical Development, Pharma R&D, Bayer AG, Friedrich-Ebert-Straße 475, 42369, Wuppertal, Germany.
| | - V Vanhoorne
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics Ghent University, Ottergemsesteenweg 460, Ghent, Belgium.
| | - C Vervaet
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics Ghent University, Ottergemsesteenweg 460, Ghent, Belgium.
| | - T De Beer
- Laboratory of Pharmaceutical Process Analytical Technology, Department of Pharmaceutical analysis, Ghent University, Ottergemsesteenweg 460, 9000, Ghent, Belgium.
| |
Collapse
|
12
|
Ryckaert A, Ghijs M, Portier C, Djuric D, Funke A, Vervaet C, De Beer T. The Influence of Equipment Design and Process Parameters on Granule Breakage in a Semi-Continuous Fluid Bed Dryer after Continuous Twin-Screw Wet Granulation. Pharmaceutics 2021; 13:pharmaceutics13020293. [PMID: 33672389 PMCID: PMC7926462 DOI: 10.3390/pharmaceutics13020293] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 02/18/2021] [Accepted: 02/19/2021] [Indexed: 12/02/2022] Open
Abstract
The drying unit of a continuous from-powder-to-tablet manufacturing line based on twin-screw granulation (TSG) is a crucial intermediate process step to achieve the desired tablet quality. Understanding the size reduction of pharmaceutical granules before, during, and after the fluid bed drying process is, however, still lacking. A first major goal was to investigate the breakage and attrition phenomena during transport of wet and dry granules, the filling phase, and drying phase on a ConsiGma-25 system (C25). Pneumatic transport of the wet granules after TSG towards the dryer induced extensive breakage, whereas the turbulent filling and drying phase of the drying cells caused rather moderate breakage and attrition. Subsequently, the dry transfer line was responsible for additional extensive breakage and attrition. The second major goal was to compare the influence of drying air temperature and drying time on granule size and moisture content for granules processed with a commercial-scale ConsiGma-25 system and with the R&D-scale ConsiGma-1 (C1) system. Generally, the granule quality obtained after drying with C1 was not predictive for the C25, making it challenging during process development with the C1 to obtain representative granules for the C25.
Collapse
Affiliation(s)
- Alexander Ryckaert
- Laboratory of Pharmaceutical Process Analytical Technology, Department of Pharmaceutical Analysis, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium;
| | - Michael Ghijs
- BIOMATH, Department of Mathematical Modelling, Statistics and Bio-informatics, Ghent University, Coupure Links 653, 9000 Ghent, Belgium;
| | - Christoph Portier
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium; (C.P.); (C.V.)
| | - Dejan Djuric
- Chemical & Pharmaceutical Development, Pharma R&D, Bayer AG, Friedrich-Ebert-Straße 475, 42117 Wuppertal, Germany; (D.D.); (A.F.)
| | - Adrian Funke
- Chemical & Pharmaceutical Development, Pharma R&D, Bayer AG, Friedrich-Ebert-Straße 475, 42117 Wuppertal, Germany; (D.D.); (A.F.)
| | - Chris Vervaet
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium; (C.P.); (C.V.)
| | - Thomas De Beer
- Laboratory of Pharmaceutical Process Analytical Technology, Department of Pharmaceutical Analysis, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium;
- Correspondence: ; Tel.: +32-9-264-80-97
| |
Collapse
|
13
|
Vandevivere L, Vangampelaere M, Portier C, de Backere C, Häusler O, De Beer T, Vervaet C, Vanhoorne V. Identifying Critical Binder Attributes to Facilitate Binder Selection for Efficient Formulation Development in a Continuous Twin Screw Wet Granulation Process. Pharmaceutics 2021; 13:210. [PMID: 33546383 PMCID: PMC7913514 DOI: 10.3390/pharmaceutics13020210] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 01/14/2021] [Accepted: 01/28/2021] [Indexed: 12/13/2022] Open
Abstract
The suitability of pharmaceutical binders for continuous twin-screw wet granulation was investigated as the pharmaceutical industry is undergoing a switch from batch to continuous manufacturing. Binder selection for twin-screw wet granulation should rely on a scientific approach to enable efficient formulation development. Therefore, the current study identified binder attributes affecting the binder effectiveness in a wet granulation process of a highly soluble model excipient (mannitol). For this formulation, higher binder effectiveness was linked to fast activation of the binder properties (i.e., fast binder dissolution kinetics combined with low viscosity attributes and good wetting properties by the binder). As the impact of binder attributes on the granulation process of a poorly soluble formulation (dicalcium phosphate) was previously investigated, this enabled a comprehensive comparison between both formulations in current research focusing on binder selection. This comparison revealed that binder attributes that are important to guide binder selection differ in function of the solubility of the formulation. The identification of critical binder attributes in the current study enables rational and efficient binder selection for twin-screw granulation of well soluble and poorly soluble formulations. Binder addition proved especially valuable for a poorly soluble formulation.
Collapse
Affiliation(s)
- Lise Vandevivere
- Laboratory of Pharmaceutical Technology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium; (L.V.); (M.V.); (C.P.); (C.d.B.); (C.V.)
| | - Maxine Vangampelaere
- Laboratory of Pharmaceutical Technology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium; (L.V.); (M.V.); (C.P.); (C.d.B.); (C.V.)
| | - Christoph Portier
- Laboratory of Pharmaceutical Technology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium; (L.V.); (M.V.); (C.P.); (C.d.B.); (C.V.)
| | - Cedrine de Backere
- Laboratory of Pharmaceutical Technology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium; (L.V.); (M.V.); (C.P.); (C.d.B.); (C.V.)
| | - Olaf Häusler
- Roquette Frères, Rue de la Haute Loge, 62136 Lestrem, France;
| | - Thomas De Beer
- Laboratory of Pharmaceutical Process Analytical Technology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium;
| | - Chris Vervaet
- Laboratory of Pharmaceutical Technology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium; (L.V.); (M.V.); (C.P.); (C.d.B.); (C.V.)
| | - Valérie Vanhoorne
- Laboratory of Pharmaceutical Technology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium; (L.V.); (M.V.); (C.P.); (C.d.B.); (C.V.)
| |
Collapse
|
14
|
Comparison between twin-screw and high-shear granulation - The effect of filler and active pharmaceutical ingredient on the granule and tablet properties. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2020.08.030] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
15
|
Wang LG, Pradhan SU, Wassgren C, Barrasso D, Slade D, Litster JD. A breakage kernel for use in population balance modelling of twin screw granulation. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2020.01.024] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
16
|
Kashani Rahimi S, Paul S, Sun CC, Zhang F. The role of the screw profile on granular structure and mixing efficiency of a high-dose hydrophobic drug formulation during twin screw wet granulation. Int J Pharm 2020; 575:118958. [DOI: 10.1016/j.ijpharm.2019.118958] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 12/10/2019] [Accepted: 12/12/2019] [Indexed: 11/24/2022]
|
17
|
Continuous twin screw granulation: A complex interplay between formulation properties, process settings and screw design. Int J Pharm 2020; 576:119004. [DOI: 10.1016/j.ijpharm.2019.119004] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 12/23/2019] [Accepted: 12/26/2019] [Indexed: 11/19/2022]
|
18
|
|
19
|
Hydrophobic/hydrophilic powders: Practical implications of screw element type on the reduction of fines in twin screw granulation. POWDER TECHNOL 2019. [DOI: 10.1016/j.powtec.2018.03.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
20
|
Shirazian S, Zeglinski J, Darwish S, Kuhs M, Albadarin AB, Croker DM, Walker GM. Continuous twin screw wet granulation: The combined effect of process parameters on residence time, particle size, and granule morphology. J Drug Deliv Sci Technol 2018. [DOI: 10.1016/j.jddst.2018.09.016] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
|
21
|
Schmidt A, de Waard H, Moll KP, Kleinebudde P, Krumme M. Simplified end-to-end continuous manufacturing by feeding API suspensions in twin-screw wet granulation. Eur J Pharm Biopharm 2018; 133:224-231. [PMID: 30291963 DOI: 10.1016/j.ejpb.2018.09.026] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2018] [Revised: 09/25/2018] [Accepted: 09/25/2018] [Indexed: 11/26/2022]
Abstract
This study focussed on investigating the coupling of continuous manufacturing of drug substance and continuous manufacture of drug product. An important step in such an integrated end-to-end continuous manufacturing was envisioned by dosing the API as suspension into a twin-screw wet granulation process. To achieve this goal, a model drug substance (ibuprofen) was fed as a concentrated aqueous suspension (50% w/w) into a twin-screw granulator and compared against traditional solid feeding of the model drug substance to meet a target ibuprofen load of 60% w/w in the formulation. Granulation and compaction behaviour were evaluated to determine the impact of feeding API as suspension in twin-screw wet granulation on the critical quality attributes of the drug product. It was demonstrated that the ibuprofen suspension feed is comparable with the ibuprofen dry blend feed in twin-screw wet granulation. Next to enabling end-to-end continuous manufacturing, API suspension feed in twin-screw wet granulation could afford a number of additional advantages including manufacturing efficiency by removing the drying step for API, or overcoming processing issues linked to the bulk properties of the API powder (e.g. flowability).
Collapse
Affiliation(s)
- Adrian Schmidt
- Institute of Pharmaceutics and Biopharmaceutics, Heinrich-Heine-University, 40225 Duesseldorf, Germany; Novartis AG, Novartis Campus, 4002 Basel, Switzerland
| | - Hans de Waard
- Novartis AG, Novartis Campus, 4002 Basel, Switzerland
| | | | - Peter Kleinebudde
- Institute of Pharmaceutics and Biopharmaceutics, Heinrich-Heine-University, 40225 Duesseldorf, Germany
| | - Markus Krumme
- Novartis AG, Novartis Campus, 4002 Basel, Switzerland.
| |
Collapse
|
22
|
Pradhan SU, Sen M, Li J, Gabbott I, Reynolds G, Litster JD, Wassgren CR. Characteristics of multi-component formulation granules formed using distributive mixing elements in twin screw granulation. Drug Dev Ind Pharm 2018; 44:1826-1837. [PMID: 30027770 DOI: 10.1080/03639045.2018.1503293] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Shankali U. Pradhan
- Davidson School of Chemical Engineering, Purdue University, West Lafayette (IN), USA
| | - Maitraye Sen
- Davidson School of Chemical Engineering, Purdue University, West Lafayette (IN), USA
| | - Jiayu Li
- Davidson School of Chemical Engineering, Purdue University, West Lafayette (IN), USA
| | - Ian Gabbott
- Pharmaceutical Technology and Development, AstraZeneca, Silk Road Business Park Charter Way, Cheshire, UK
| | - Gavin Reynolds
- Pharmaceutical Technology and Development, AstraZeneca, Silk Road Business Park Charter Way, Cheshire, UK
| | - James D. Litster
- Department of Chemical and Biological Engineering, University of Sheffield, Sheffield, UK
| | - Carl R. Wassgren
- School of Mechanical Engineering, Purdue University, West Lafayette (IN), USA
- Department of Industrial and Physical Pharmacy, Purdue University, West Lafayette (IN) USA
| |
Collapse
|
23
|
Continuous Single-Step Wet Granulation with Integrated in-Barrel-Drying. Pharm Res 2018; 35:167. [DOI: 10.1007/s11095-018-2451-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 06/18/2018] [Indexed: 11/27/2022]
|
24
|
Twin Screw Granulation: An Investigation of the Effect of Barrel Fill Level. Pharmaceutics 2018; 10:pharmaceutics10020067. [PMID: 29857576 PMCID: PMC6027341 DOI: 10.3390/pharmaceutics10020067] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 05/17/2018] [Accepted: 05/26/2018] [Indexed: 11/17/2022] Open
Abstract
This paper focuses on investigating the influence of varying barrel fill levels on the mean residence time, granule properties (median size, size distribution, and shape), and tensile strength of tablets. Specific feed load (SFL) (powder feed rate divided by screw speed) and powder feed number (PFN) (i.e., powder mass flow rate divided by the product of screw speed, screw diameter, and the material density in the denominator) were considered as surrogates for the barrel fill level. Two type of powders (lactose and microcrystalline cellulose (MCC)) were granulated separately at varying fill levels at different liquid-to-solid ratios (L/S). It was observed that by controlling the barrel fill level, the granule size, shape, and tablet tensile strength can be maintained at specific L/S. It was also noticed that the mean residence time decreased with increasing fill levels in the case of both lactose and MCC powder. However, it was only found to be related to the change in granule size in case of granulating microcrystalline cellulose at varying fill levels. At very high fill levels, granule size decreased, owing to a limited interaction between MCC powder and liquid at high throughput force and short residence time.
Collapse
|
25
|
Verstraeten M, Van Hauwermeiren D, Lee K, Turnbull N, Wilsdon D, am Ende M, Doshi P, Vervaet C, Brouckaert D, Mortier ST, Nopens I, Beer TD. In-depth experimental analysis of pharmaceutical twin-screw wet granulation in view of detailed process understanding. Int J Pharm 2017; 529:678-693. [DOI: 10.1016/j.ijpharm.2017.07.045] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 07/12/2017] [Accepted: 07/14/2017] [Indexed: 11/26/2022]
|
26
|
Pradhan SU, Sen M, Li J, Litster JD, Wassgren CR. Granule breakage in twin screw granulation: Effect of material properties and screw element geometry. POWDER TECHNOL 2017. [DOI: 10.1016/j.powtec.2017.04.011] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
|
27
|
Mendez Torrecillas C, Halbert GW, Lamprou DA. A novel methodology to study polymodal particle size distributions produced during continuous wet granulation. Int J Pharm 2017; 519:230-239. [PMID: 28104406 DOI: 10.1016/j.ijpharm.2017.01.023] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2016] [Revised: 01/10/2017] [Accepted: 01/11/2017] [Indexed: 11/26/2022]
Abstract
It is important during powder granulation to obtain particles of a homogeneous size especially in critical situations such as pharmaceutical manufacture. To date, homogeneity of particle size distribution has been defined by the use of the d50 combined with the span of the particle size distribution, which has been found ineffective for polymodal particle size distributions. This work focuses on demonstrating the limitations of the span parameter to quantify homogeneity and proposes a novel improved metric based on the transformation of a typical particle size distribution curve into a homogeneity factor which can vary from 0 to 100%. The potential of this method as a characterisation tool has been demonstrated through its application to the production of granules using two different materials. The workspace of an 11mm twin screw granulator was defined for two common excipients (α-lactose monohydrate and microcrystalline cellulose). Homogeneity of the obtained granules varied dramatically from 0 to 95% in the same workspace, allowing identification of critical process parameters (e.g. feed rate, liquid/solid ratio, torque velocities). In addition it defined the operational conditions required to produce the most homogeneous product within the range 5μm-2.2mm from both materials.
Collapse
Affiliation(s)
- Carlota Mendez Torrecillas
- EPSRC Centre for Innovative Manufacturing in Continuous Manufacturing and Crystallisation (CMAC), University of Strathclyde, Technology and Innovation Centre, 99 George Street, G1 1RD Glasgow, United Kingdom; Strathclyde Institute of Pharmacy and Biomedical Sciences (SIPBS), University of Strathclyde, 161 Cathedral Street, G4 0RE Glasgow, United Kingdom.
| | - Gavin W Halbert
- EPSRC Centre for Innovative Manufacturing in Continuous Manufacturing and Crystallisation (CMAC), University of Strathclyde, Technology and Innovation Centre, 99 George Street, G1 1RD Glasgow, United Kingdom; Strathclyde Institute of Pharmacy and Biomedical Sciences (SIPBS), University of Strathclyde, 161 Cathedral Street, G4 0RE Glasgow, United Kingdom
| | - Dimitrios A Lamprou
- Strathclyde Institute of Pharmacy and Biomedical Sciences (SIPBS), University of Strathclyde, 161 Cathedral Street, G4 0RE Glasgow, United Kingdom; Medway School of Pharmacy, University of Kent, Medway Campus, Anson Building, Central Avenue, Chatham Maritime, Chatham, Kent, ME4 4TB, United Kingdom.
| |
Collapse
|
28
|
Development and Optimization of a Wet Granulation Process at Elevated Temperature for a Poorly Compactible Drug Using Twin Screw Extruder for Continuous Manufacturing. J Pharm Sci 2016; 106:589-600. [PMID: 27890244 DOI: 10.1016/j.xphs.2016.10.020] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Revised: 10/17/2016] [Accepted: 10/20/2016] [Indexed: 11/22/2022]
Abstract
The objective of this study was to enhance tabletability of a poorly compactible drug, acetaminophen, by wet granulation using twin screw extruder at high temperature. It was desired that there would be minimum amounts of excipients used and the granules obtained after extrusion would be dry and fall within a size range suitable for tableting without any further processing. Mixtures of acetaminophen (95%) with binders (5% povidone or partially pregelatinized starch) were wet granulated through twin screw extruder at 70°C by adding 7% w/w water. The process had a short granulation time (<1 min), and, on account of the elevated processing temperature used, no drying after extrusion was needed. By optimizing formulation and processing parameters, >90% granules in the size range of 125 to 1000 μm (<3% above 1000 μm and <7% below 125 μm) were obtained without any milling. When the granules were compressed by adding 1% disintegrant and 0.5% lubricant extragranularly, tablets produced (93.6% drug load) had good mechanical strength having hardness >1.7 MPa, which was superior to that of tablets prepared by conventional high shear wet granulation. As the granules could be extruded continuously and did not require drying and milling, the method was amenable to continuous processing.
Collapse
|
29
|
Meier R, Moll KP, Krumme M, Kleinebudde P. How Deformation Behavior Controls Product Performance After Twin Screw Granulation With High Drug Loads and Crospovidone as Disintegrant. J Pharm Sci 2016; 106:291-301. [PMID: 27817829 DOI: 10.1016/j.xphs.2016.09.026] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2016] [Revised: 09/26/2016] [Accepted: 09/28/2016] [Indexed: 10/20/2022]
Abstract
This study addresses the quantitative influence of 12 different materials (active pharmaceutical ingredients and excipients as surrogate active pharmaceutical ingredients) on the critical quality attributes of twin screw granulated products and subsequently produced tablets. Prestudies demonstrated the significant influence of the chosen model materials (in combination with crospovidone) on the disintegration behavior of the resulting tablets, despite comparable tablet porosities. This study elucidates possible reasons for the varying disintegration behavior by investigating raw material, granule, and tablet properties. An answer could be found in the mechanical properties of the raw materials and the produced granules. Through compressibility studies, the materials could be classified into materials with high compressibility, which deform rather plastically under compression stress, and low compressibility, which display breakages under compression stress. In general, and apart from (pseudo)-polymorphic transformations, brittle materials featured excellent disintegration performance, even at low resulting tablet porosities <8%, whereas plastically deformable materials mostly did not reveal any disintegration. These findings must be considered in the development of simplified formulations with high drug loads, in which the active pharmaceutical ingredient predominantly defines the deformation behavior of the granule.
Collapse
Affiliation(s)
- Robin Meier
- Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Universitaetsstr. 1, Duesseldorf 40225, Germany
| | | | | | - Peter Kleinebudde
- Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Universitaetsstr. 1, Duesseldorf 40225, Germany.
| |
Collapse
|
30
|
Vanhoorne V, Janssens L, Vercruysse J, De Beer T, Remon JP, Vervaet C. Continuous twin screw granulation of controlled release formulations with various HPMC grades. Int J Pharm 2016; 511:1048-57. [PMID: 27521702 DOI: 10.1016/j.ijpharm.2016.08.020] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Revised: 08/08/2016] [Accepted: 08/09/2016] [Indexed: 10/21/2022]
Abstract
HPMC is a popular matrix former to formulate tablets with extended drug release. Tablets with HPMC are preferentially produced by direct compression. However, granulation is often required prior to tableting to overcome poor flowability of the formulation. While continuous twin screw granulation has been extensively evaluated for granulation of immediate release formulations, twin screw granulation of controlled release formulations including the dissolution behavior of the formulations received little attention. Therefore, the influence of the HPMC grade (viscosity and substitution degree) and the particle size of theophylline on critical quality attributes of granules (continuously produced via twin screw granulation) and tablets was investigated in the current study. Formulations with 20 or 40% HPMC, 20% theophylline and lactose were granulated with water at fixed process parameters via twin screw granulation. The torque was influenced by the viscosity and substitution degree of HPMC, but was not a limiting factor for the granulation process. An optimal L/S ratio was selected for each formulation based on the granule size distribution. The granule size distributions were influenced by the substitution degree and concentration of HPMC and the particle size of theophylline. Raman and UV spectroscopic analysis on 8 sieve fractions of granules indicated an inhomogeneous distribution of theophylline over the size fractions. However, this phenomenon was not correlated with the hydration rate or viscosity of HPMC. Controlled release of theophylline could be obtained over 24h with release profiles close to zero-order. The release of theophylline could be tailored via selection of the substitution degree and viscosity of HPMC.
Collapse
Affiliation(s)
- V Vanhoorne
- Laboratory of Pharmaceutical Technology, Ghent University Belgium
| | - L Janssens
- Laboratory of Pharmaceutical Technology, Ghent University Belgium
| | - J Vercruysse
- Laboratory of Pharmaceutical Technology, Ghent University Belgium
| | - T De Beer
- Laboratory of Pharmaceutical Process Analytical Technology, Ghent University, Belgium
| | - J P Remon
- Laboratory of Pharmaceutical Technology, Ghent University Belgium
| | - C Vervaet
- Laboratory of Pharmaceutical Technology, Ghent University Belgium.
| |
Collapse
|
31
|
Twin screw granulation: Understanding the mechanism of granule formation along the barrel length. Chem Eng Res Des 2016. [DOI: 10.1016/j.cherd.2016.03.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
|
32
|
Vanhoorne V, Bekaert B, Peeters E, De Beer T, Remon JP, Vervaet C. Improved tabletability after a polymorphic transition of delta-mannitol during twin screw granulation. Int J Pharm 2016; 506:13-24. [PMID: 27094358 DOI: 10.1016/j.ijpharm.2016.04.025] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Revised: 04/12/2016] [Accepted: 04/13/2016] [Indexed: 11/25/2022]
Abstract
In most formulations processed via continuous twin screw granulation microcrystalline cellulose (MCC) and/or lactose are used as excipients, but mannitol is also a preferred excipient for wet granulation and tableting due to its non-hygroscopicity and inertness. Therefore, the aim of the current study was to investigate the influence of process parameters on critical quality attributes of granules (moisture content, solid state, morphology, size distribution, specific surface area, friability, flowability and hygroscopicity) and tablets (tensile strength and friability) after twin screw granulation of δ-mannitol. The δ-polymorph was selected since a moisture-induced transformation to β-mannitol was observed during batch wet granulation, which exhibited a unique morphology with a large surface area and improved tabletability. A full factorial experimental design was performed, varying screw speed (400-900rpm), granulation temperature (25-40°C), number of kneading elements (6 or 12) and liquid-to-solid (L/S) ratio, on the granulation unit of a ConsiGma™-25 line (a continuous powder-to-tablet manufacturing system). After tray drying the granules were milled and tableted. The results showed that the polymorphic transition from δ- to β-mannitol also occurred during twin screw granulation, although the residence time and L/S ratios were much lower in continuous twin screw granulation compared to batch processing. However, the polymorphic transition was not complete in all experiments and depended on the L/S ratio, screw speed and number of kneading elements. Nevertheless all granules exhibited the unique morphology linked to the polymorphic transition and had a superior tabletability compared to granules produced with β-mannitol as starting material. This was attributed to enhanced plastic deformation of the granules manufactured using δ-mannitol as starting material. In addition, it was concluded that mannitol was granulated via a different mechanism than other, less-soluble, excipients (e.g. lactose, microcrystalline cellulose) due to its high solubility and dissolution rate as the influence of process parameters on the mannitol granule characteristics was different.
Collapse
Affiliation(s)
- V Vanhoorne
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium
| | - B Bekaert
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium
| | - E Peeters
- Laboratory of Pharmaceutical Process Analytical Technology, Ghent University, Belgium
| | - T De Beer
- Laboratory of Pharmaceutical Process Analytical Technology, Ghent University, Belgium
| | - J-P Remon
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium
| | - C Vervaet
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium.
| |
Collapse
|
33
|
Vanhoorne V, Vanbillemont B, Vercruysse J, De Leersnyder F, Gomes P, Beer TD, Remon JP, Vervaet C. Development of a controlled release formulation by continuous twin screw granulation: Influence of process and formulation parameters. Int J Pharm 2016; 505:61-8. [PMID: 27041123 DOI: 10.1016/j.ijpharm.2016.03.058] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 03/18/2016] [Accepted: 03/29/2016] [Indexed: 10/22/2022]
Abstract
The aim of this study was to evaluate the potential of twin screw granulation for the continuous production of controlled release formulations with hydroxypropylmethylcellulose as hydrophilic matrix former. Metoprolol tartrate was included in the formulation as very water soluble model drug. A premix of metoprolol tartrate, hydroxypropylmethylcellulose and filler (ratio 20/20/60, w/w) was granulated with demineralized water via twin screw granulation. After oven drying and milling, tablets were produced on a rotary Modul™ P tablet press. A D-optimal design (29 experiments) was used to assess the influence of process (screw speed, throughput, barrel temperature and screw design) and formulation parameters (starch content of the filler) on the process (torque), granule (size distribution, shape, friability, density) and tablet (hardness, friability and dissolution) critical quality attributes. The torque was dominated by the number of kneading elements and throughput, whereas screw speed and filling degree only showed a minor influence on torque. Addition of screw mixing elements after a block of kneading elements improved the yield of the process before milling as it resulted in less oversized granules and also after milling as less fines were present. Temperature was also an important parameter to optimize as a higher temperature yielded less fines and positively influenced the aspect ratio. The shape of hydroxypropylmethylcellulose granules was comparable to that of immediate release formulations. Tensile strength and friability of tablets were not dependent on the process parameters. The use of starch as filler was not beneficial with regard to granule and tablet properties. Complete drug release was obtained after 16-20h and was independent of the design's parameters.
Collapse
Affiliation(s)
- V Vanhoorne
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium
| | - B Vanbillemont
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium
| | - J Vercruysse
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium
| | - F De Leersnyder
- Laboratory of Pharmaceutical Process Analytical Technology, Ghent University, Belgium
| | - P Gomes
- Laboratory of Nanotechnology, Centro Universitário Franciscano, Brazil
| | - T De Beer
- Laboratory of Pharmaceutical Process Analytical Technology, Ghent University, Belgium
| | - J P Remon
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium
| | - C Vervaet
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium.
| |
Collapse
|
34
|
Twin screw wet granulation: Effect of process and formulation variables on powder caking during production. Int J Pharm 2015; 496:571-82. [DOI: 10.1016/j.ijpharm.2015.10.069] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 10/20/2015] [Accepted: 10/28/2015] [Indexed: 11/16/2022]
|
35
|
Maniruzzaman M, Nair A, Renault M, Nandi U, Scoutaris N, Farnish R, Bradley MSA, Snowden MJ, Douroumis D. Continuous twin-screw granulation for enhancing the dissolution of poorly water soluble drug. Int J Pharm 2015; 496:52-62. [PMID: 26387621 DOI: 10.1016/j.ijpharm.2015.09.025] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Revised: 09/11/2015] [Accepted: 09/14/2015] [Indexed: 11/30/2022]
Abstract
The article describes the application of a twin-screw granulation process to enhance the dissolution rate of the poorly water soluble drug, ibuprofen (IBU). A quality-by-design (QbD) approach was used to manufacture IBU loaded granules via hot-melt extrusion (HME) processing. For the purpose of the study, a design of experiment (DoE) was implemented to assess the effect of the formulation compositions and the processing parameters. This novel approach allowed the use of, polymer/inorganic excipients such as hydroxypropyl methylcellulose (HPMC) and magnesium aluminometasilicate (Neusilin(®)-MAS) with polyethylene glycol 2000 (PEG) as the binder without requiring a further drying step. IBU loaded batches were processed using a twin screw extruder to investigate the effect of MAS/polymer ratio, PEG amount (binder) and liquid to solid (L/S) ratios on the dissolution rates, mean particle size and the loss on drying (LoD) of the extruded granules. The DoE analysis showed that the defined independent variables of the twin screw granulation process have a complex effect on the measured outcomes. The solid state analysis showed the existence of partially amorphous IBU state which had a significant effect on the dissolution enhancement in acidic media. Furthermore, the analysis obtained from the surface mapping by Raman proved the homogenous distribution of the IBU in the extruded granulation formulations.
Collapse
Affiliation(s)
- Mohammed Maniruzzaman
- Faculty of Engineering and Science, School of Science, University of Greenwich, Chatham Maritime, Chatham, Kent ME4 4TB, UK.
| | - Arun Nair
- Fuji Chemical Industry Co., Ltd., 12F The Front Tower Shiba Koen, 2-6-3 Shibakoen, Minato-Ward, Tokyo 105-0011 Japan
| | - Maxcene Renault
- IUT De Rouen, IUT de Rouen, Bâtiment A-1er étage, rue Lavoisier, 76821 Mont-Saint-Aignan, CEDEX France
| | - Uttom Nandi
- Faculty of Engineering and Science, School of Science, University of Greenwich, Chatham Maritime, Chatham, Kent ME4 4TB, UK
| | - Nicholaos Scoutaris
- Faculty of Engineering and Science, School of Science, University of Greenwich, Chatham Maritime, Chatham, Kent ME4 4TB, UK
| | - Richard Farnish
- Wolfson Centre of Bulk Solid Handling, Faculty of Engineering and Science, University of Greenwich, Chatham Maritime, Chatham, Kent ME4 4TB, UK
| | - Michael S A Bradley
- Wolfson Centre of Bulk Solid Handling, Faculty of Engineering and Science, University of Greenwich, Chatham Maritime, Chatham, Kent ME4 4TB, UK
| | - Martin J Snowden
- Faculty of Engineering and Science, School of Science, University of Greenwich, Chatham Maritime, Chatham, Kent ME4 4TB, UK
| | - Dennis Douroumis
- Faculty of Engineering and Science, School of Science, University of Greenwich, Chatham Maritime, Chatham, Kent ME4 4TB, UK.
| |
Collapse
|
36
|
Continuous manufacturing: the future in pharmaceutical solid dosage form manufacturing. ACTA ACUST UNITED AC 2015. [DOI: 10.4155/pbp.15.19] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|
37
|
Examining drug hydrophobicity in continuous wet granulation within a twin screw extruder. Int J Pharm 2015; 496:3-11. [PMID: 26232701 DOI: 10.1016/j.ijpharm.2015.07.070] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2015] [Revised: 07/24/2015] [Accepted: 07/27/2015] [Indexed: 11/23/2022]
Abstract
The influence of active pharmaceutical ingredient (API) hydrophobicity on continuous wet granulation was studied in twin screw granulation utilizing foamed binder delivery. The APIs examined were caffeine, acetaminophen, ibuprofen and griseofulvin and the drug load was maintained constant at 15 wt%. In order to understand the impact of these APIs on the granulation process, API and binder distribution, particle size, porosity, and fracture strength were analyzed on samples collected along the screw length. It was found that the API and binder distributions were uniform along the screws regardless of the hydrophobicity of the formulation, in contrast to literature results with liquid injection. The absence of de-mixing of the hydrophobic ingredient was hypothesized to be a result of the high spread-to-soak ratio of a foamed binder that 'cages' those particles within the mass of local hydrophilic solids.
Collapse
|
38
|
Seem TC, Rowson NA, Ingram A, Huang Z, Yu S, de Matas M, Gabbott I, Reynolds GK. Twin screw granulation — A literature review. POWDER TECHNOL 2015. [DOI: 10.1016/j.powtec.2015.01.075] [Citation(s) in RCA: 75] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
|