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Lamešić D, Grilc B, Roškar R, Kolokytha S, Hofmann J, Malekos A, Kaufmann R, Planinšek O. Spherical Agglomerates of Lactose Reduce Segregation in Powder Blends and Improve Uniformity of Tablet Content at High Drug Loads. AAPS PharmSciTech 2021; 23:17. [PMID: 34893932 DOI: 10.1208/s12249-021-02150-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 09/22/2021] [Indexed: 11/30/2022] Open
Abstract
We report here on improved uniformity of blends of micronised active pharmaceutical ingredients (APIs) using addition of spherical agglomerates of lactose and enhanced blend flow to improve tablet content uniformity with higher API loads. Micromeritic properties and intra-particle porosity (using nano-computed X-ray tomography) of recently introduced spherical agglomerates of lactose and two standard lactose grades for the direct compression processes were compared. Powder blends of the individual lactose types and different micronised API drug loads were prepared and subjected to specific conditions that can induce API segregation. Tablet content uniformity during direct compression was related to the lactose material attributes. The distinctive micromeritic properties of the lactose types showed that spherical agglomerates of lactose had high intra-particle porosity and increased specific surface area. The stability of binary blends after intense sieving was governed by the intra-particle porosity and surface roughness of the lactose particles, which determined the retention of the model substance. Greater intra-particle porosity, powder specific surface area, and particle size of the spherical agglomerates provided greater adhesion of micronised particles, compared to granulated and spray-dried lactose. Thus the spherical agglomerates provided enhanced final blend flow and uniformity of tablet content at higher drug loads.
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Deng T, Garg V, Salehi H, Bradley MS. Correlations between segregation intensity and material properties such as particle sizes and adhesions and novel methods for assessment. POWDER TECHNOL 2021. [DOI: 10.1016/j.powtec.2021.04.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Wu EL, Desai PM, Zaidi SAM, Elkes R, Acharya S, Truong T, Armstrong C. High-throughput blend segregation evaluation using automated powder dispensing technology. Eur J Pharm Sci 2021; 159:105702. [PMID: 33429045 DOI: 10.1016/j.ejps.2021.105702] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 12/13/2020] [Accepted: 01/06/2021] [Indexed: 11/24/2022]
Abstract
Due to the complexity in the interactions of variables and mechanisms leading to blend segregation, quantifying the segregation propensity of an Active Pharmaceutical Ingredient (API) has been challenging. A high-throughput segregation risk prediction workflow for early drug product development has been developed based on the dispensing mechanism of automated powder dispensing technology. The workflow utilized liquid handling robots and high-performance liquid chromatography (HPLC) with a well-plate autosampler for sample preparation and analysis. Blends containing three different APIs of varying concentrations and particle sizes of different constituents were evaluated through this automated workflow. The workflow enabled segregation evaluation of different API blends in very small quantities (~7g) compared to other common segregation testers that consume hundreds of grams. Segregation patterns obtained were well explained with vibration induced percolation-based segregation phenomena. Segregation risk was translated quantitatively using relative standard deviation (RSD) calculations, and the results matched well with large-scale segregation studies. The applied approach increased the throughput, introduced a simple and clean walk-up method with minimized equipment space and API exposures to conduct segregation studies. Results obtained can provide insights about optimizing particle size distributions, as well as selecting appropriate formulation constituents and secondary processing steps in early drug product development when the amount of available API is very limited.
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Xu Z, Yoshinaga S, Tsunazawa Y, Tokoro C. Numerical investigation of segregation behavior of multi-sized particles during pharmaceutical mini-tablet die filling. J Drug Deliv Sci Technol 2021. [DOI: 10.1016/j.jddst.2020.102301] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Desai PM, Acharya S, Armstrong C, Wu EL, Zaidi SAM. Underpinning mechanistic understanding of the segregation phenomena of pharmaceutical blends using a near-infrared (NIR) spectrometer embedded segregation tester. Eur J Pharm Sci 2020; 154:105516. [PMID: 32814162 DOI: 10.1016/j.ejps.2020.105516] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 08/04/2020] [Accepted: 08/15/2020] [Indexed: 10/23/2022]
Abstract
The segregation of an active pharmaceutical ingredient (API) within a powder blend is one of the major manufacturing obstacles in achieving content uniformity. Segregation can be due to differences in physicochemical properties of formulation components and/or perturbations experienced during secondary processing steps, such as granulation, fluidization, die-filling and compression. A near-infrared (NIR) spectrometer embedded segregation tester, which could mimic the external stimulations (vibration and fluidization) experienced by a blend in a manufacturing facility, was used to evaluate and predict blend segregation. Two different GlaxoSmithKline (GSK) product blends with variations in the API particle size and concentration were tested. Drug content was further measured at different locations along the powder bed by NIR to sketch the segregation profile and calculate the overall segregation intensity of each blend. The study indicated that the segregation potential was dependent on the particle sizes of API and excipients, as well as the type of stimulus applied (vibration vs fluidization). Drug concentration profiles obtained from this mode of analysis decoded the underlying segregation mechanisms (sieving, trajectory and air elutriation) easily. The employed NIR-based segregation tester proved to be a useful small-scale predictive tool to evaluate and rank the segregation risk of the studied pharmaceutical blends.
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Affiliation(s)
- Parind M Desai
- Process Engineering & Analytics, Pharmaceutical Development, GlaxoSmithKline (GSK) R&D, Collegeville, PA, USA.
| | - Shreyas Acharya
- Process Engineering & Analytics, Pharmaceutical Development, GlaxoSmithKline (GSK) R&D, Collegeville, PA, USA
| | - Cameron Armstrong
- Process Engineering & Analytics, Pharmaceutical Development, GlaxoSmithKline (GSK) R&D, Collegeville, PA, USA
| | - Eva L Wu
- Analytical Platforms and Platform Modernization, CMC Analytical, GlaxoSmithKline (GSK) R&D, Collegeville, PA, USA
| | - Syed A M Zaidi
- Analytical Platforms and Platform Modernization, CMC Analytical, GlaxoSmithKline (GSK) R&D, Collegeville, PA, USA
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Elsergany RN, Chan LW, Heng PWS. Cushioning pellets based on microcrystalline cellulose - Crospovidone blends for MUPS tableting. Int J Pharm 2020; 586:119573. [PMID: 32599135 DOI: 10.1016/j.ijpharm.2020.119573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 06/16/2020] [Accepted: 06/21/2020] [Indexed: 10/24/2022]
Abstract
Compaction of multiple-unit pellet system (MUPS) tablets has been extensively reported to be potentially challenging. Thus, there is a need for non-segregating cushioning agents to mitigate the deleterious effect of the compaction forces. This study was designed to investigate the use of porous pellets as cushioning agents using different drying techniques to prepare pellets of various porosities and of different formulations. The pellets fabricated were characterized for their porosity and crushing strength. Subsequently, MUPS tablets were prepared using blends of polymer-coated pellets and custom-designed cushioning pellets by compacting at different pressures. The effects of pellet volume fraction and dwell time on the pellet coat damage, as well as the tensile strength of the resultant MUPS tablets were also investigated. Compacts with coated pellet volume fraction of 0.21 exhibited the best cushioning effect when tableted at different compression speeds with both gravity and force feeders. The findings from this study showed that cushioning pellet porosity was highest when drying was carried out by freeze drying, followed by fluid bed drying and oven drying. There was an inverse relationship between cushioning pellet porosity and strength. The tensile strength of tablets prepared from freeze dried pellets was highest. The protective effect of the cushioning pellets was principally dependent on their porosity. Also, pellet volume fraction in the compacts and compaction pressure used had remarkable effect on pellet coat damage. When unprocessed powders were compacted by automatic die filling, capping and lamination problems were observed. However, tablets of reasonable quality were made with the cushioning pellets. Freeze dried pellets containing crospovidone were found to be promising as cushioning agents and had enabled the production of MUPS tablets even at higher compaction pressures, beyond the intrinsic crushing strength of the coated pellets.
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Affiliation(s)
- Ramy N Elsergany
- GEA-NUS Pharmaceutical Processing Research Laboratory, Department of Pharmacy, National University of Singapore, 18 Science Drive 4, Singapore 117543, Singapore
| | - Lai Wah Chan
- GEA-NUS Pharmaceutical Processing Research Laboratory, Department of Pharmacy, National University of Singapore, 18 Science Drive 4, Singapore 117543, Singapore
| | - Paul Wan Sia Heng
- GEA-NUS Pharmaceutical Processing Research Laboratory, Department of Pharmacy, National University of Singapore, 18 Science Drive 4, Singapore 117543, Singapore.
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Elsergany RN, Chan LW, Heng PWS. Influence of the porosity of cushioning excipients on the compaction of coated multi-particulates. Eur J Pharm Biopharm 2020; 152:218-228. [PMID: 32445966 DOI: 10.1016/j.ejpb.2020.05.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 05/14/2020] [Accepted: 05/17/2020] [Indexed: 11/28/2022]
Abstract
The compaction of multiple unit-pellet system (MUPS) tablets poses considerable challenges due to potential compaction-induced damage to the functional polymer coat and segregation of pellets from other excipients during the tableting process. This study was designed to investigate the impact of porous pellets as cushioning agent without issues related to segregation while tableting. Different drying techniques were applied to produce microcrystalline cellulose (MCC) pellets with various porosities. Sodium chloride was also added to the pellet formulation as a pore forming agent to generate a porous skeleton after production and aqueous extraction. The pellets fabricated were characterized for their porosity, crushing strength and yield pressure. Tablets were prepared using unlubricated pellets and their tensile strengths determined. Blends containing polymer-coated pellets and cushioning pellets of various porosities were compacted at different compaction pressures. The porous pellets exhibiting the best cushioning effect were used for MUPS tableting at different compression speeds with both gravity and force feeders. The findings from this study showed that pellet porosity was highest when drying was carried out in a freeze dryer, followed by fluid bed and least porous from the oven. There was an inverse relationship between pellet porosity and strength. The protective effect of cushioning pellets was mainly dependent on their porosity. The porosity of pellets manufactured by leaching NaCl from MCC-NaCl (1:1) pellets were 2.14-, 2.57- and 4.88-fold higher than that of MCC PH101 only pellets for oven, fluid bed and freeze dried pellets, respectively. Although the porosity of MCC PH101-NaCl (1:3) pellets was highest, they exhibited less cushioning effect than MCC PH101-NaCl (1:1). It was inferred that a good balance between porosity and bulk density of cushioning pellets was essential to be effective at protecting the coated pellets from damage during compaction. Compared with MUPS tablets prepared using unprocessed MCC PH105, the tablets prepared with the porous freeze dried MCC PH101 (NaCl fraction leached) pellets had improved drug content uniformity and were mechanically stronger.
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Affiliation(s)
- Ramy N Elsergany
- GEA-NUS Pharmaceutical Processing Research Laboratory, Department of Pharmacy, National University of Singapore, 18 Science Drive 4, Singapore 117543, Singapore
| | - Lai Wah Chan
- GEA-NUS Pharmaceutical Processing Research Laboratory, Department of Pharmacy, National University of Singapore, 18 Science Drive 4, Singapore 117543, Singapore
| | - Paul Wan Sia Heng
- GEA-NUS Pharmaceutical Processing Research Laboratory, Department of Pharmacy, National University of Singapore, 18 Science Drive 4, Singapore 117543, Singapore.
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Hildebrandt C, Gopireddy SR, Scherließ R, Urbanetz NA. Investigation of powder flow within a pharmaceutical tablet press force feeder – A DEM approach. POWDER TECHNOL 2019; 345:616-32. [DOI: 10.1016/j.powtec.2019.01.040] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Hildebrandt C, Gopireddy SR, Scherließ R, Urbanetz NA. Simulation of particle size segregation in a pharmaceutical tablet press lab-scale gravity feeder. ADV POWDER TECHNOL 2018; 29:765-80. [DOI: 10.1016/j.apt.2017.12.019] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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Lakio S, Ervasti T, Tajarobi P, Wikström H, Fransson M, Karttunen AP, Ketolainen J, Folestad S, Abrahmsén-Alami S, Korhonen O. Provoking an end-to-end continuous direct compression line with raw materials prone to segregation. Eur J Pharm Sci 2017; 109:514-524. [DOI: 10.1016/j.ejps.2017.09.018] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Revised: 07/23/2017] [Accepted: 09/08/2017] [Indexed: 10/18/2022]
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Saarinen T, Antikainen O, Yliruusi J. Simultaneous Comparison of Two Roller Compaction Techniques and Two Particle Size Analysis Methods. AAPS PharmSciTech 2017; 18:3198-3207. [PMID: 28540484 DOI: 10.1208/s12249-017-0778-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Accepted: 04/07/2017] [Indexed: 11/30/2022] Open
Abstract
A new dry granulation technique, gas-assisted roller compaction (GARC), was compared with conventional roller compaction (CRC) by manufacturing 34 granulation batches. The process variables studied were roll pressure, roll speed, and sieve size of the conical mill. The main quality attributes measured were granule size and flow characteristics. Within granulations also the real applicability of two particle size analysis techniques, sieve analysis (SA) and fast imaging technique (Flashsizer, FS), was tested. All granules obtained were acceptable. In general, the particle size of GARC granules was slightly larger than that of CRC granules. In addition, the GARC granules had better flowability. For example, the tablet weight variation of GARC granules was close to 2%, indicating good flowing and packing characteristics. The comparison of the two particle size analysis techniques showed that SA was more accurate in determining wide and bimodal size distributions while FS showed narrower and mono-modal distributions. However, both techniques gave good estimates for mean granule sizes. Overall, SA was a time-consuming but accurate technique that provided reliable information for the entire granule size distribution. By contrast, FS oversimplified the shape of the size distribution, but nevertheless yielded acceptable estimates for mean particle size. In general, FS was two to three orders of magnitude faster than SA.
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Furukawa R, Shiosaka Y, Kadota K, Takagaki K, Noguchi T, Shimosaka A, Shirakawa Y. Size-induced segregation during pharmaceutical particle die filling assessed by response surface methodology using discrete element method. J Drug Deliv Sci Technol 2016; 35:284-93. [DOI: 10.1016/j.jddst.2016.08.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Simonaho SP, Ketolainen J, Ervasti T, Toiviainen M, Korhonen O. Continuous manufacturing of tablets with PROMIS-line — Introduction and case studies from continuous feeding, blending and tableting. Eur J Pharm Sci 2016; 90:38-46. [DOI: 10.1016/j.ejps.2016.02.006] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Revised: 02/02/2016] [Accepted: 02/10/2016] [Indexed: 11/25/2022]
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Ervasti T, Simonaho SP, Ketolainen J, Forsberg P, Fransson M, Wikström H, Folestad S, Lakio S, Tajarobi P, Abrahmsén-Alami S. Continuous manufacturing of extended release tablets via powder mixing and direct compression. Int J Pharm 2015; 495:290-301. [DOI: 10.1016/j.ijpharm.2015.08.077] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Revised: 08/23/2015] [Accepted: 08/24/2015] [Indexed: 11/28/2022]
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Lakio S, Vajna B, Farkas I, Salokangas H, Marosi G, Yliruusi J. Challenges in detecting magnesium stearate distribution in tablets. AAPS PharmSciTech 2013; 14:435-44. [PMID: 23378252 DOI: 10.1208/s12249-013-9927-3] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2012] [Accepted: 01/12/2013] [Indexed: 11/30/2022] Open
Abstract
Magnesium stearate (MS) is the most commonly used lubricant in pharmaceutical industry. During blending, MS particles form a thin layer on the surfaces of the excipient and drug particles prohibiting the bonding from forming between the particles. This hydrophobic layer decreases the tensile strength of tablets and prevents water from penetrating into the tablet restraining the disintegration and dissolution of the tablets. Although overlubrication of the powder mass during MS blending is a well-known problem, the lubricant distribution in tablets has traditionally been challenging to measure. There is currently no adequate analytical method to investigate this phenomenon. In this study, the distribution of MS in microcrystalline cellulose (MCC) tablets was investigated using three different blending scales. The crushing strength of the tablets was used as a secondary response, as its decrease is known to result from the overlubrication. In addition, coating of the MCC particles by MS in intact tablets was detected using Raman microscopic mapping. MS blending was more efficient in larger scales. Raman imaging was successfully applied to characterize MS distribution in MCC tablets despite low concentration of MS. The Raman method can provide highly valuable visual information about the proceeding of the MS blending process. However, the measuring set-up has to be carefully planned to establish reliable and reproducible results.
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Lakio S, Hatara J, Tervakangas H, Sandler N. Determination of Segregation Tendency of Granules Using Surface Imaging. J Pharm Sci 2012; 101:2229-38. [DOI: 10.1002/jps.23126] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2012] [Revised: 02/23/2012] [Accepted: 03/02/2012] [Indexed: 11/06/2022]
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