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Simão J, Chaudhary SA, Ribeiro AJ. Implementation of Quality by Design (QbD) for development of bilayer tablets. Eur J Pharm Sci 2023; 184:106412. [PMID: 36828037 DOI: 10.1016/j.ejps.2023.106412] [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: 11/03/2022] [Revised: 02/20/2023] [Accepted: 02/20/2023] [Indexed: 02/25/2023]
Abstract
Bilayer tablets offer various drug release profiles for individual drugs incorporated in each layer of a bilayer tablet, which is rarely achievable by conventional tablets. These tablets also help avoid physicochemical incompatibilities between drugs and excipients. Successful manufacturing of such more complex dosage forms depends upon screening of material attributes of API and excipients as well as optimization of processing parameters of individual unit operations of the manufacturing process that must be strictly monitored and controlled to obtain an acceptable drug product quality and performance in order to achieve safety and efficacy per regulatory requirements. Optimizing formulation attributes and manufacturing processes during critical stages, such as blending, granulation, pre-compression, and main compression, can help avoid problems such as weight variation, segregation, and delamination of individual layers, which are frequently faced during the production of bilayer tablets. The main objective of this review is to establish the basis for the implementation of Quality by Design (QbD) system principles for the design and development of bilayer tablets, encompassing the preliminary and systematic risk assessment of critical material attributes (CMAs) and critical process parameters (CPPs) with respect to in-process and finished product critical quality attributes (CQAs). Moreover, the applicability of the QbD methodology based on its purpose is discussed and complemented with examples of bilayer tablet technology.
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Affiliation(s)
- J Simão
- Faculdade de Farmácia, Universidade de Coimbra, Coimbra, Portugal
| | - S A Chaudhary
- National Institute of Pharmaceutical Education and Research, Ahmedabad, India
| | - A J Ribeiro
- Faculdade de Farmácia, Universidade de Coimbra, Coimbra, Portugal; i3S, IBMC, Rua Alfredo Allen, Porto, Portugal.
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Yu D, Nie H. Evaluation of Alternative Metallic Stearates as Lubricants in Pharmaceutical Tablet Formulation. AAPS PharmSciTech 2022; 23:200. [PMID: 35882653 DOI: 10.1208/s12249-022-02338-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 06/19/2022] [Indexed: 11/30/2022] Open
Abstract
Magnesium stearate (MgSt) is perhaps one of the most frequently used lubricants in tablet formulation due to its superior lubrication capacity, yet it could also negatively affect the critical quality attributes of pharmaceutical products. Therefore, we provided a rather comprehensive evaluation of another two FDA-approved metallic stearates, sodium stearate (NaSt) and calcium stearate (CaSt), as alternative tablet lubricants. The primary objective of the present study is to comparatively evaluate the physicochemical properties and lubrication efficiency of the three metallic stearates. In addition, it was also aimed to specify the most influential factor for ranking and differentiating the lubricity of various lubricants using principal component analysis. Unit ejection force could be used herein as a simple and the most powerful parameter to evaluate the lubrication performance instead of the friction coefficient. The results suggested that CaSt, MgSt, and NaSt had similar impacts on the mechanical strength of tablets. However, CaSt exhibited insufficient lubrication effects as the formulations containing CaSt showed low pressure transmission ratios, high unit ejection forces, and high friction coefficients. In contrast, both MgSt and NaSt displayed satisfactory lubrication efficiency without negatively impacting tabletability. Notably, the lubrication performance of the formulation containing 0.5 wt% NaSt was almost identical to that of the formulation with 1 wt% MgSt, indicating that NaSt had a remarkable lubrication capability probably due to its high specific surface area. In summary, the findings of this investigation should provide practical information and feasible methodologies to readily determine the lubricity and to sensibly select alternative lubricants for pharmaceutical tablet formulations.
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Affiliation(s)
- Dongyue Yu
- Department of Pharmaceutical Sciences, University of Maryland, Baltimore, MD, USA.,Center for Materials Science and Engineering, Merck & Co., Inc., 770 Sumneytown Pike, , West Point, PA, 19486, USA
| | - Haichen Nie
- Center for Materials Science and Engineering, Merck & Co., Inc., 770 Sumneytown Pike, , West Point, PA, 19486, USA. .,Department of Industrial and Physical Pharmacy, Purdue University, 575 Stadium Mall Drive, West Lafayette, IN, 47907, USA.
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3
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Epshtein NA. Dissolution Test: Causes of Understated Results and their Elimination (Review). Pharm Chem J 2021. [DOI: 10.1007/s11094-021-02501-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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4
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Lapham DP, Lapham JL. BET surface area measurement of commercial magnesium stearate by krypton adsorption in preference to nitrogen adsorption. Int J Pharm 2019; 568:118522. [PMID: 31319149 DOI: 10.1016/j.ijpharm.2019.118522] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 06/18/2019] [Accepted: 07/13/2019] [Indexed: 11/28/2022]
Affiliation(s)
- Darren P Lapham
- MCA Services, Unit 1A Long Barn, North End, Meldreth, Cambridgeshire, UK.
| | - Julie L Lapham
- MCA Services, Unit 1A Long Barn, North End, Meldreth, Cambridgeshire, UK
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5
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Lapham DP, Lapham JL. Gas adsorption on commercial magnesium stearate: The origin of atypical isotherms and BET transform data. POWDER TECHNOL 2019. [DOI: 10.1016/j.powtec.2018.10.035] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Taipale-Kovalainen K, Karttunen AP, Ketolainen J, Korhonen O. Lubricant based determination of design space for continuously manufactured high dose paracetamol tablets. Eur J Pharm Sci 2017; 115:1-10. [PMID: 29277668 DOI: 10.1016/j.ejps.2017.12.021] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Revised: 12/21/2017] [Accepted: 12/22/2017] [Indexed: 11/25/2022]
Abstract
The objective of this study was to devise robust and stable continuous manufacturing process settings, by exploring the design space after an investigation of the lubrication-based parameters influencing the continuous direct compression tableting of high dose paracetamol tablets. Experimental design was used to generate a structured study plan which involved 19 runs. The formulation variables studied were the type of lubricant (magnesium stearate or stearic acid) and its concentration (0.5, 1.0 and 1.5%). Process variables were total production feed rate (5, 10.5 and 16kg/h), mixer speed rpm (500, 850 and 1200rpm), and mixer inlet port for lubricant (A or B). The continuous direct compression tableting line consisted of loss-in-weight feeders, a continuous mixer and a tablet press. The Quality Target Product Profile (QTPP) was defined for the final product, as the flowability of powder blends (2.5s), tablet strength (147N), dissolution in 2.5min (90%) and ejection force (425N). A design space was identified which fulfilled all the requirements of QTPP. The type and concentration of lubricant exerted the greatest influence on the design space. For example, stearic acid increased the tablet strength. Interestingly, the studied process parameters had only a very minor effect on the quality of the final product and the design space. It is concluded that the continuous direct compression tableting process itself is insensitive and can cope with changes in lubrication, whereas formulation parameters exert a major influence on the end product quality.
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Affiliation(s)
| | | | - Jarkko Ketolainen
- University of Eastern Finland, School of Pharmacy, Promis Centre, Kuopio, Finland
| | - Ossi Korhonen
- University of Eastern Finland, School of Pharmacy, Promis Centre, Kuopio, Finland.
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Démuth B, Galata DL, Szabó E, Nagy B, Farkas A, Balogh A, Hirsch E, Pataki H, Rapi Z, Bezúr L, Vigh T, Verreck G, Szalay Z, Demeter Á, Marosi G, Nagy ZK. Investigation of Deteriorated Dissolution of Amorphous Itraconazole: Description of Incompatibility with Magnesium Stearate and Possible Solutions. Mol Pharm 2017; 14:3927-3934. [PMID: 28972782 DOI: 10.1021/acs.molpharmaceut.7b00629] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Disadvantageous crystallization phenomenon of amorphous itraconazole (ITR) occurring in the course of dissolution process was investigated in this work. A perfectly amorphous form (solid dispersion) of the drug was generated by the electroblowing method (with vinylpyrrolidone-vinyl acetate copolymer), and the obtained fibers were formulated into tablets. Incomplete dissolution of the tablets was noticed under the circumstances of the standard dissolution test, after which a precipitated material could be filtered. The filtrate consisted of ITR and stearic acid since no magnesium content was detectable in it. In parallel with dissolution, ITR forms an insoluble associate, stabilized by hydrogen bonding, with stearic acid deriving from magnesium stearate. This is why dissolution curves do not have the plateaus at 100%. Two ways are viable to tackle this issue: change the lubricant (with sodium stearyl fumarate >95% dissolution can be accomplished) or alter the polymer in the solid dispersion to a type being able to form hydrogen bonds with ITR (e.g., hydroxypropyl methylcellulose). This work draws attention to one possible phenomenon that can lead to a deterioration of originally good dissolution of an amorphous solid dispersion.
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Affiliation(s)
- B Démuth
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics (BME) , Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - D L Galata
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics (BME) , Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - E Szabó
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics (BME) , Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - B Nagy
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics (BME) , Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - A Farkas
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics (BME) , Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - A Balogh
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics (BME) , Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - E Hirsch
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics (BME) , Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - H Pataki
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics (BME) , Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - Z Rapi
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics (BME) , Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - L Bezúr
- Department of Inorganic and Analytical Chemistry, Budapest University of Technology and Economics (BME) , Szent Gellért tér 4, H-1111, Budapest, Hungary
| | - T Vigh
- Drug Product Development, Janssen R&D , Turnhoutseweg 30, B-2340 Beerse, Belgium
| | - G Verreck
- Drug Product Development, Janssen R&D , Turnhoutseweg 30, B-2340 Beerse, Belgium
| | - Z Szalay
- Drug Polymorphism Research, Gedeon Richter Plc. , Gyömrői út 30-32, H-1103 Budapest, Hungary
| | - Á Demeter
- Drug Polymorphism Research, Gedeon Richter Plc. , Gyömrői út 30-32, H-1103 Budapest, Hungary
| | - G Marosi
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics (BME) , Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - Z K Nagy
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics (BME) , Műegyetem rkp. 3, H-1111 Budapest, Hungary
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Lapham DP, Lapham JL. Gas adsorption on commercial magnesium stearate: Effects of degassing conditions on nitrogen BET surface area and isotherm characteristics. Int J Pharm 2017; 530:364-376. [DOI: 10.1016/j.ijpharm.2017.08.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Revised: 07/25/2017] [Accepted: 08/01/2017] [Indexed: 10/19/2022]
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Characterization of Synthesized and Commercial Forms of Magnesium Stearate Using Differential Scanning Calorimetry, Thermogravimetric Analysis, Powder X-Ray Diffraction, and Solid-State NMR Spectroscopy. J Pharm Sci 2016; 106:338-347. [PMID: 27836109 DOI: 10.1016/j.xphs.2016.10.004] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Revised: 09/11/2016] [Accepted: 10/11/2016] [Indexed: 11/21/2022]
Abstract
Magnesium stearate is the salt of a complex mixture of fatty acids, with the majority being stearate and palmitate. It has multiple crystalline forms and, potentially, an amorphous form. Magnesium stearate is used in the pharmaceutical manufacturing industry as a powder lubricant, and typically is added at low levels (∼1%) during the manufacturing process and blended for a relatively short time (∼5 min). Proper levels and mixing times are needed, as too short a mixing time or too small a quantity will result in improper lubrication, and too much can negatively impact dissolution rates. The complex mixture of multiple fatty acids and crystalline forms in magnesium stearate leads to variability between commercial sources, and switching between sources can impact both the amount of lubricant and mixing time needed for proper lubrication. In order to better understand the complex nature of magnesium stearate, a variety of analytical techniques were used to characterize both synthesized and commercial magnesium stearate samples. The results show that correlation among differential scanning calorimetry, thermogravimetric analysis, solid-state NMR spectroscopy, and other techniques provides a unique insight into the forms of magnesium stearate. Finally, the ability to monitor form changes of magnesium stearate in an intact tablet using solid-state NMR spectroscopy is shown.
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Delay effect of magnesium stearate on tablet dissolution in acidic medium. Int J Pharm 2016; 511:757-64. [DOI: 10.1016/j.ijpharm.2016.07.034] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Revised: 07/09/2016] [Accepted: 07/16/2016] [Indexed: 11/21/2022]
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11
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Functionality of magnesium stearate derived from bovine and vegetable sources: Dry granulated tablets. J Pharm Sci 2008; 97:5328-40. [DOI: 10.1002/jps.21381] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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12
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Dürig T, Venkatesh GM, Fassihi R. An investigation into the erosion behaviour of a high drug-load (85%) particulate system designed for an extended-release matrix tablet. Analysis of erosion kinetics in conjunction with variations in lubrication, porosity and compaction rate. J Pharm Pharmacol 1999; 51:1085-92. [PMID: 10579678 DOI: 10.1211/0022357991776769] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
The effects of the amounts of lubricants (magnesium stearate 0-5% and talc 0-3%) and changes in compaction rate and tablet porosity on the mechanism of drug release from high drug-load controlled-release theophylline tablets have been examined. Drug release was satisfactorily described by a surface-erosion model that takes into account the geometry of the tablet, differential radial and axial erosion rates, and the initial burst effect (r2 > 0.99 for all formulations). The axial and radial erosion rate constants were inversely proportional to the amount of magnesium stearate in the formulation (P < 0.0001). The most dramatic reductions in erosion rate occurred between 0 and 1% magnesium stearate content. For magnesium stearate concentrations > or =2.5% the ratio of radial to axial erosion rate constants was essentially constant at 3 (approx.); however, for formulations with magnesium stearate < or =1% the ratio tended toward unity. Reducing matrix porosity over the range 26 to 14% resulted in reduced erosion rates. However, a threshold of 17% (approx.) porosity was identified below which further reductions in porosity resulted in only incremental changes in release rates. The rate of erosion and drug release was insensitive to changes in machine speed over the range 20 to 100 rev min(-1). For highly loaded matrix tablets containing sparingly soluble drugs, such as theophylline, magnesium stearate at appropriate levels can modulate the erosion rate constants and act as an effective release-controlling excipient. Drug-release profiles are predictable and relatively robust in terms of changes in compaction rate and applied force routinely encountered in large-scale tablet manufacturing.
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Affiliation(s)
- T Dürig
- School of Pharmacy, Temple University, Philadelphia, PA 19140, USA
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Dürig T, Fassihi R. Mechanistic evaluation of binary effects of magnesium stearate and talc as dissolution retardants at 85% drug loading in an experimental extended-release formulation. J Pharm Sci 1997; 86:1092-8. [PMID: 9344163 DOI: 10.1021/js970052v] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The feasibility of producing extended-release matrix tablets with high drug loadings (80-90% w/w) containing a binary combination of magnesium stearate (MS) and talc (T) at different levels as major dissolution retardants was investigated. Matrix tablets were prepared from a granulation containing theophylline, starch, hydroxypropylcellulose, and varying amounts of MS and T. Using a 32 factorial design, the effect of MS and T levels on the physical properties and drug release characteristics of the tablets was evaluated. Response surface analysis showed that the binary combination of MS and T at levels >3% adversely affected both tensile strength and friability. A parabolic relationship was observed for the increase in time required for the release of 50% of the theophylline (t50%) with increased MS levels. Moreover, as the proportion of MS and T was increased, the release profiles became more linear. A combination of 3% MS and T provided both near zero-order release kinetics as well as a coherent matrix structure. Based on model fitting, a release mechanism combining diffusion and matrix erosion/dissolution is proposed. It may be concluded that in the development of controlled-release systems, the binary combination of MS and T at levels exceeding those conventionally used for lubrication can be employed as an inexpensive, low bulk dissolution retardant for formulations with high drug loading.
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Affiliation(s)
- T Dürig
- Department of Pharmaceutical Sciences, School of Pharmacy, Temple University, Philadelphia, PA 19140, USA
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