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Kim SS, Castillo C, Sayedahmed M, Davé RN. Reduced Fine API Agglomeration After Dry Coating for Enhanced Blend Uniformity and Processability of Low Drug Loaded Blends. Pharm Res 2022; 39:3155-3174. [PMID: 35882741 DOI: 10.1007/s11095-022-03343-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 07/13/2022] [Indexed: 12/27/2022]
Abstract
PURPOSE The impact of dry coating on reduced API agglomeration remains underexplored. Therefore, this work quantified fine cohesive API agglomeration reduction through dry coating and its impact on enhanced blend uniformity and processability, i.e., flowability and bulk density of multi-component blends API loading as low as 1 wt%. METHODS The impact of dry coating with two different types and amounts of silica was assessed on cohesion, agglomeration, flowability, bulk density, wettability, and surface energy of fine milled ibuprofen (~ 10 µm). API agglomeration, measured using Gradis/QicPic employing gentler gravity-based dispersion, resulted in excellent size resolution. Multi-component blends with fine-sized excipients, selected for reduced segregation potential, were tested for bulk density, cohesion, flowability, and blend content uniformity. Tablets formed using these blends were tested for tensile strength and dissolution. RESULT All dry coated ibuprofen powders exhibited dramatic agglomeration reduction, corroborated by corresponding decreased cohesion, unconfined yield strength, and improved flowability, regardless of the type and amount of silica coating. Their blends exhibited profound enhancement in flowability and bulk density even at low API loadings, as well as the content uniformity for the lowest drug loading. Moreover, hydrophobic silica coating improved drug dissolution rate without appreciably reducing tablet tensile strength. CONCLUSION The dry coating based reduced agglomeration of fine APIs for all three low drug loadings improved overall blend properties (uniformity, flowability, API release rate) due to the synergistic impact of a minute amount of silica (0.007 wt %), potentially enabling direct compression tableting and aiding manufacturing of other forms of solid dosing.
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Affiliation(s)
- Sangah S Kim
- New Jersey Center for Engineered Particulates, New Jersey Institute of Technology, Newark, NJ, 07102, USA
| | - Chelsea Castillo
- New Jersey Center for Engineered Particulates, New Jersey Institute of Technology, Newark, NJ, 07102, USA
| | - Muhammad Sayedahmed
- New Jersey Center for Engineered Particulates, New Jersey Institute of Technology, Newark, NJ, 07102, USA
| | - Rajesh N Davé
- New Jersey Center for Engineered Particulates, New Jersey Institute of Technology, Newark, NJ, 07102, USA.
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Wolfgang M, Stranzinger S, Khinast JG. Ascertain a minimum coating thickness for acid protection of enteric coatings by means of optical coherence tomography. Int J Pharm 2022; 618:121680. [PMID: 35314279 DOI: 10.1016/j.ijpharm.2022.121680] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 03/14/2022] [Accepted: 03/15/2022] [Indexed: 11/18/2022]
Abstract
Enteric coatings are designed to protect active pharmaceutical ingredients (APIs) against untimely release in the stomach. Acid protection of such coatings depends on the coating layer thickness and integrity, which must be determined in an accurate and reliable way to ensure the final product's desired performance. Our work addresses the use of optical coherence tomography (OCT) for characterizing the coating thickness and variability of an enteric-coated drug product and linking them to resistance against gastric fluid. In this study, three batches of enteric-coated tablets drawn during the manufacturing process were investigated. An industrial OCT system was used to establish the coating thickness variability of single tablets (intra-tablet), all tablets in a batch (inter-tablet) and between the batches (inter-batch). Based on the large amount of OCT data, we calculated a critical coating thickness for the investigated film coating, which was found to be 27.4 µm. The corresponding distribution has a mean coating thickness of 44.3 µm ± 7.8 µm. The final coated product has a final mean coating thickness of 63.4 µm ± 8.7 µm, guaranteeing that all tablets meet the quality criterion (i.e., acid protection). Based on the measured thickness distributions, already known distribution functions were considered and an additional, new function was proposed for characterizing the coating thickness distributions in the early stages of industrial coating processes. The proposed approach can be transferred to in-line monitoring of the tablet coating processes, which could drastically improve the production efficiency by ultimately allowing real-time release testing (RTRT).
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Affiliation(s)
- Matthias Wolfgang
- Research Center Pharmaceutical Engineering (RCPE) GmbH, Inffeldgasse 13, 8010 Graz, Austria
| | - Sandra Stranzinger
- Research Center Pharmaceutical Engineering (RCPE) GmbH, Inffeldgasse 13, 8010 Graz, Austria
| | - Johannes G Khinast
- Research Center Pharmaceutical Engineering (RCPE) GmbH, Inffeldgasse 13, 8010 Graz, Austria; Institute for Process and Particle Engineering, Graz University of Technology, Inffeldgasse 13, 8010 Graz, Austria.
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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] [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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Fry AM, Vidyapati V, Hecht JP, Umbanhowar PB, Ottino JM, Lueptow RM. Measuring segregation characteristics of industrially relevant granular mixtures: Part II – Experimental application and validation. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2020.04.064] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Cohesion-driven mixing and segregation of dry granular media. Sci Rep 2019; 9:13480. [PMID: 31530824 PMCID: PMC6748908 DOI: 10.1038/s41598-019-49451-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2019] [Accepted: 08/22/2019] [Indexed: 11/08/2022] Open
Abstract
Granular segregation is a common, yet still puzzling, phenomenon encountered in many natural and engineering processes. Here, we experimentally investigate the effect of particles cohesion on segregation in dry monodisperse and bidisperse systems using a rotating drum mixer. Chemical silanization, glass surface functionalization via a Silane coupling agent, is used to produce cohesive dry glass particles. The cohesive force between the particles is controlled by varying the reaction duration of the silanization process, and is measured using an in-house device specifically designed for this study. The effects of the cohesive force on flow and segregation are then explored and discussed. For monosized particulate systems, while cohesionless particles perfectly mix when tumbled, highly cohesive particles segregate. For bidisperse mixtures of particles, an adequate cohesion-tuning reduces segregation and enhances mixing. Based on these results, a simple scheme is proposed to describe the system’s mixing behaviour with important implications for the control of segregation or mixing in particulate industrial processes.
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Mundozah AL, Yang J, Tridon CC, Cartwright JJ, Omar CS, Salman AD. Assessing Particle Segregation Using Near-Infrared Chemical Imaging in Twin Screw Granulation. Int J Pharm 2019; 568:118541. [DOI: 10.1016/j.ijpharm.2019.118541] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 07/16/2019] [Accepted: 07/17/2019] [Indexed: 10/26/2022]
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Bacchuwar S, Vidyapati V, Quan KM, Lin CL, Miller JD. Quantitative bin flow analysis of particle discharge using X-ray radiography. POWDER TECHNOL 2019. [DOI: 10.1016/j.powtec.2018.12.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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A methodology for calibration of DEM input parameters in simulation of segregation of powder mixtures, a special focus on adhesion. POWDER TECHNOL 2018. [DOI: 10.1016/j.powtec.2018.08.028] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Simulation of particle size segregation in a pharmaceutical tablet press lab-scale gravity feeder. ADV POWDER TECHNOL 2018. [DOI: 10.1016/j.apt.2017.12.019] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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Fareh F, Demers V, Demarquette N, Turenne S, Scalzo O. Influence of segregation on rheological properties of wax-based feedstocks. POWDER TECHNOL 2017. [DOI: 10.1016/j.powtec.2017.07.056] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Affiliation(s)
- Siying Liu
- Dept. of Chemical and Petroleum EngineeringUniversity of PittsburghPittsburgh PA15261
| | - Joseph J. McCarthy
- Dept. of Chemical and Petroleum EngineeringUniversity of PittsburghPittsburgh PA15261
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Halidan M, Chandratilleke GR, Dong K, Yu A. The effect of interparticle cohesion on powder mixing in a ribbon mixer. AIChE J 2015. [DOI: 10.1002/aic.15101] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Affiliation(s)
- Musha Halidan
- School of Materials Science and Engineering; The University of New South Wales; Sydney NSW 2052 Australia
- School of Mechnical Engineering; Xinjiang University; Urumqi Xinjiang 830047 China
| | - Ganga R. Chandratilleke
- School of Materials Science and Engineering; The University of New South Wales; Sydney NSW 2052 Australia
| | - Kejun Dong
- School of Materials Science and Engineering; The University of New South Wales; Sydney NSW 2052 Australia
- Institute for Infrastructure Engineering; University of Western Sydney Penrith; New South Wales 2751 Australia
| | - Aibing Yu
- School of Materials Science and Engineering; The University of New South Wales; Sydney NSW 2052 Australia
- Dept. of Chemical Engineering, Laboratory for Simulation and Modelling of Particulate Systems; Monash University; Clayton Vic 3800 Australia
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Segregation measurement of powder injection molding feedstock using thermogravimetric analysis, pycnometer density and differential scanning calorimetry techniques. ADV POWDER TECHNOL 2015. [DOI: 10.1016/j.apt.2015.04.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Mayer-Laigle C, Gatumel C, Berthiaux H. Mixing dynamics for easy flowing powders in a lab scale Turbula ® mixer. Chem Eng Res Des 2015. [DOI: 10.1016/j.cherd.2014.11.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Jain A, Metzger MJ, Glasser BJ. Effect of particle size distribution on segregation in vibrated systems. POWDER TECHNOL 2013. [DOI: 10.1016/j.powtec.2012.12.044] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Santomaso AC, Artoni R, Canu P. Controlling axial segregation in drum mixers through wall friction: Cellular automata simulations and experiments. Chem Eng Sci 2013. [DOI: 10.1016/j.ces.2012.12.039] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Engblom N, Saxén H, Zevenhoven R, Nylander H, Enstad GG. Segregation of powder mixtures at filling and complete discharge of silos. POWDER TECHNOL 2012. [DOI: 10.1016/j.powtec.2011.09.033] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Liaw SY, Chung FF, Liaw SS. Horizontal segregation of mono-layer granules coordinated by vertical motion. THE EUROPEAN PHYSICAL JOURNAL. E, SOFT MATTER 2011; 34:59. [PMID: 21667334 DOI: 10.1140/epje/i2011-11059-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2011] [Revised: 03/18/2011] [Accepted: 05/19/2011] [Indexed: 05/30/2023]
Abstract
We experimentally investigate the segregation of a binary mixture of spherical beads confined between two horizontal vertically vibrating plates. The two kinds of beads are of equal diameter and mass but have different restitution coefficients. Segregation occurs in particular ranges of vibration amplitude and frequency. We find that the collisions between beads at an angle to the horizontal plane induce an effective horizontal repulsive force. When one or both bead types bounce up and down in synchronization, the effective repulsive force between the two types of beads is likely to be larger than that found within a single bead type, resulting in the mixture segregating. Non-horizontal collisions also play a role in stabilizing the segregation state by transferring the horizontal kinetic energy back into vertical motion.
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Affiliation(s)
- S-Y Liaw
- Department of Physics, National Chung-Hsing University, Taichung, Taiwan.
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Remy B, Khinast JG, Glasser BJ. Polydisperse granular flows in a bladed mixer: Experiments and simulations of cohesionless spheres. Chem Eng Sci 2011. [DOI: 10.1016/j.ces.2010.12.022] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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All the Brazil nuts are not on top: Vibration induced granular size segregation of binary, ternary and multi-sized mixtures. POWDER TECHNOL 2011. [DOI: 10.1016/j.powtec.2010.08.062] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Liao CC, Hsiau SS, Tsai TH, Tai CH. Segregation to mixing in wet granular matter under vibration. Chem Eng Sci 2010. [DOI: 10.1016/j.ces.2009.09.065] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Jha AK, Puri VM. Percolation segregation of multi-size and multi-component particulate materials. POWDER TECHNOL 2010. [DOI: 10.1016/j.powtec.2009.10.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Size segregation of spherical nickel pellets in the surface flow of a packed bed: Experiments and Discrete Element Method simulations. POWDER TECHNOL 2009. [DOI: 10.1016/j.powtec.2009.08.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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