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Song HG, Han J. Hybrid organic-inorganic coating with enhanced oxygen- and UV-barrier performance: Polyelectrolyte complex based on sodium alginate, poly (vinyl alcohol), and reconstructed layered double hydroxide. Int J Biol Macromol 2024; 260:129335. [PMID: 38228211 DOI: 10.1016/j.ijbiomac.2024.129335] [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: 09/05/2023] [Revised: 12/21/2023] [Accepted: 01/06/2024] [Indexed: 01/18/2024]
Abstract
Organic-inorganic hybrid materials with high oxygen- and UV-barrier properties were developed using a polyelectrolyte complex comprising sodium alginate (SA), poly (vinyl alcohol) (PVA), and reconstructed layered double hydroxide (RLDH). These materials were applied to poly (ethylene terephthalate) (PET) as a barrier coating layer at a harsh drying temperature of 120 °C, similar to environments for the industrial coating process. The RLDH nanoplatelets within the coating matrix restricted the polymer chain mobility, elevating the glass transition temperature to 105.222-159.114 °C. Below RLDH 0.2 %, the apparent coating density significantly increased to 0.93-0.94 g/cm3. The embedded RLDH gave a tortuosity within the matrix, as evidenced by an intensified (003) diffraction peak in the XRD analysis. These structural alterations contributed to high oxygen- and UV-barrier performance. Notably, the PET/SA1.0PVA0.5RLDH0.2 film exhibited an extremely low oxygen transmission rate of <0.005 cm3/m2·day, with effectively blocking UV-A (62.41 %), -B (92.45 %), and -C light (100 %). Moreover, the susceptibility of the coated film to water vapor was mitigated by laminating cast polypropylene, achieving a water vapor transmission rate of 1.17 g/m2·day. Overall, the packaging materials with advanced oxygen-, water vapor-, and UV-barrier properties show great potential for practical applications in various sectors, including food packaging and medical/electrical devices.
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Affiliation(s)
- Hong-Geon Song
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul 02841, Republic of Korea
| | - Jaejoon Han
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul 02841, Republic of Korea; Department of Food Bioscience and Technology, College of Life Sciences and Biotechnology, Korea University, Seoul 02841, Republic of Korea.
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2
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Straker MA, Levy JA, Stine JM, Borbash V, Beardslee LA, Ghodssi R. Freestanding region-responsive bilayer for functional packaging of ingestible devices. MICROSYSTEMS & NANOENGINEERING 2023; 9:61. [PMID: 37206701 PMCID: PMC10188515 DOI: 10.1038/s41378-023-00536-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 03/21/2023] [Accepted: 04/08/2023] [Indexed: 05/21/2023]
Abstract
Ingestible capsules have the potential to become an attractive alternative to traditional means of treating and detecting gastrointestinal (GI) disease. As device complexity increases, so too does the demand for more effective capsule packaging technologies to elegantly target specific GI locations. While pH-responsive coatings have been traditionally used for the passive targeting of specific GI regions, their application is limited due to the geometric restrictions imposed by standard coating methods. Dip, pan, and spray coating methods only enable the protection of microscale unsupported openings against the harsh GI environment. However, some emerging technologies have millimeter-scale components for performing functions such as sensing and drug delivery. To this end, we present the freestanding region-responsive bilayer (FRRB), a packaging technology for ingestible capsules that can be readily applied for various functional ingestible capsule components. The bilayer is composed of rigid polyethylene glycol (PEG) under a flexible pH-responsive Eudragit® FL 30 D 55, which protects the contents of the capsule until it arrives in the targeted intestinal environment. The FRRB can be fabricated in a multitude of shapes that facilitate various functional packaging mechanisms, some of which are demonstrated here. In this paper, we characterize and validate the use of this technology in a simulated intestinal environment, confirming that the FRRB can be tuned for small intestinal release. We also show a case example where the FRRB is used to protect and expose a thermomechanical actuator for targeted drug delivery.
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Affiliation(s)
- Michael A. Straker
- Fischell Department of Bioengineering, University of Maryland, College Park, MD 20742 USA
- Institute for Systems Research, University of Maryland, College Park, MD 20740 USA
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, MD 20850 USA
| | - Joshua A. Levy
- Institute for Systems Research, University of Maryland, College Park, MD 20740 USA
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, MD 20850 USA
- Department of Material Science and Engineering, University of Maryland, College Park, MD 20740 USA
| | - Justin M. Stine
- Institute for Systems Research, University of Maryland, College Park, MD 20740 USA
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, MD 20850 USA
- Department of Electrical and Computer Engineering, University of Maryland, College Park, MD 20742 USA
| | - Vivian Borbash
- Department of Electrical and Computer Engineering, University of Maryland, College Park, MD 20742 USA
| | - Luke A. Beardslee
- Institute for Systems Research, University of Maryland, College Park, MD 20740 USA
| | - Reza Ghodssi
- Fischell Department of Bioengineering, University of Maryland, College Park, MD 20742 USA
- Institute for Systems Research, University of Maryland, College Park, MD 20740 USA
- Robert E. Fischell Institute for Biomedical Devices, University of Maryland, College Park, MD 20850 USA
- Department of Electrical and Computer Engineering, University of Maryland, College Park, MD 20742 USA
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3
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Rodrigues CP, Duchesne C, Poulin É, Garant PPL. A dynamic model of tablet film coating processes for control system design. Comput Chem Eng 2023. [DOI: 10.1016/j.compchemeng.2023.108251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2023]
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4
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Liu Z, Ma H, Zhou L, Liu Y, Huang Z, Liao X, Zhao Y. DEM-DDM Investigation of the Tablet Coating Process Using Different Particle Shape Models. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c04030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Zihan Liu
- Institute of Process Equipment, Zhejiang University, Hangzhou310027, China
| | - Huaqing Ma
- Institute of Process Equipment, Zhejiang University, Hangzhou310027, China
| | - Lianyong Zhou
- Institute of Process Equipment, Zhejiang University, Hangzhou310027, China
| | - Yanlei Liu
- Hangzhou Special Equipment Inspection and Research Institute, Hangzhou310051, China
| | - Ze Huang
- Hangzhou Special Equipment Inspection and Research Institute, Hangzhou310051, China
| | - Xiaoling Liao
- Hangzhou Special Equipment Inspection and Research Institute, Hangzhou310051, China
| | - Yongzhi Zhao
- Institute of Process Equipment, Zhejiang University, Hangzhou310027, China
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5
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Del Secco B, Trabucco S, Ravegnani F, Koivisto AJ, Zanoni I, Blosi M, Ortelli S, Altin M, Bartolini G, Costa AL, Belosi F. Particles Emission from an Industrial Spray Coating Process Using Nano-Materials. NANOMATERIALS 2022; 12:nano12030313. [PMID: 35159658 PMCID: PMC8838285 DOI: 10.3390/nano12030313] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 12/16/2021] [Accepted: 01/13/2022] [Indexed: 01/08/2023]
Abstract
Industrial spray coating processes are known to produce excellent coatings on large surfaces and are thus often used for in-line production. However, they could be one of the most critical sources of worker exposure to ultrafine particles (UFPs). A monitoring campaign at the Witek s.r.l. (Florence, Italy) was deployed to characterize the release of TiO2 NPs doped with nitrogen (TiO2-N) and Ag capped with hydroxyethyl cellulose (AgHEC) during automatic industrial spray-coating of polymethyl methacrylate (PMMA) and polyester. Aerosol particles were characterized inside the spray chamber at near field (NF) and far field (FF) locations using on-line and off-line instruments. Results showed that TiO2-N suspension produced higher particle number concentrations than AgHEC in the size range 0.3–1 µm (on average 1.9 102 p/cm3 and 2.5 101 p/cm3, respectively) after background removing. At FF, especially at worst case scenario (4 nozzles, 800 mL/min flow rate) for TiO2-N, the spray spikes were correlated with NF, with an observed time lag of 1 minute corresponding to a diffusion speed of 0.1 m/s. The averaged ratio between particles mass concentrations in the NF position and inside the spray chamber was 1.7% and 1.5% for TiO2-N and for AgHEC suspensions, respectively. The released particles’ number concentration of TiO2-N in the size particles range 0.3–1 µm was comparable for both PMMA and polyester substrates, about 1.5 and 1.6 102 p/cm3. In the size range 0.01–30 µm, the aerosol number concentration at NF for both suspensions was lower than the nano reference values (NRVs) of 16·103 p/cm-3.
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Affiliation(s)
- Benedetta Del Secco
- CNR-ISAC, Institute of Atmospheric Sciences and Climate-National Research Council of Italy, Via Gobetti, 101, 40129 Bologna, Italy; (S.T.); (F.R.); (F.B.)
- Correspondence:
| | - Sara Trabucco
- CNR-ISAC, Institute of Atmospheric Sciences and Climate-National Research Council of Italy, Via Gobetti, 101, 40129 Bologna, Italy; (S.T.); (F.R.); (F.B.)
| | - Fabrizio Ravegnani
- CNR-ISAC, Institute of Atmospheric Sciences and Climate-National Research Council of Italy, Via Gobetti, 101, 40129 Bologna, Italy; (S.T.); (F.R.); (F.B.)
| | | | - Ilaria Zanoni
- CNR-ISTEC, Institute of Science and Technology for Ceramics-National Research Council of Italy, Via Granarolo 64, 48018 Faenza, Italy; (I.Z.); (M.B.); (S.O.); (A.L.C.)
| | - Magda Blosi
- CNR-ISTEC, Institute of Science and Technology for Ceramics-National Research Council of Italy, Via Granarolo 64, 48018 Faenza, Italy; (I.Z.); (M.B.); (S.O.); (A.L.C.)
| | - Simona Ortelli
- CNR-ISTEC, Institute of Science and Technology for Ceramics-National Research Council of Italy, Via Granarolo 64, 48018 Faenza, Italy; (I.Z.); (M.B.); (S.O.); (A.L.C.)
| | - Marko Altin
- Witek srl., Via Siena 47, 50142 Firenze, Italy; (M.A.); (G.B.)
| | | | - Anna Luisa Costa
- CNR-ISTEC, Institute of Science and Technology for Ceramics-National Research Council of Italy, Via Granarolo 64, 48018 Faenza, Italy; (I.Z.); (M.B.); (S.O.); (A.L.C.)
| | - Franco Belosi
- CNR-ISAC, Institute of Atmospheric Sciences and Climate-National Research Council of Italy, Via Gobetti, 101, 40129 Bologna, Italy; (S.T.); (F.R.); (F.B.)
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6
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Lipin AA, Lipin AG. Particle coating with composite shell in a pan granulator. PARTICULATE SCIENCE AND TECHNOLOGY 2022. [DOI: 10.1080/02726351.2021.1927272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Andrey A. Lipin
- Department of Processes and Apparatuses of Chemical Technology, Ivanovo State University of Chemistry and Technology, Ivanovo, Russia
| | - Alexandr G. Lipin
- Department of Processes and Apparatuses of Chemical Technology, Ivanovo State University of Chemistry and Technology, Ivanovo, Russia
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7
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Monitoring and Optimisation of Ag Nanoparticle Spray-Coating on Textiles. NANOMATERIALS 2021; 11:nano11123165. [PMID: 34947513 PMCID: PMC8706691 DOI: 10.3390/nano11123165] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 11/15/2021] [Accepted: 11/17/2021] [Indexed: 12/18/2022]
Abstract
An automatic lab-scaled spray-coating machine was used to deposit Ag nanoparticles (AgNPs) on textile to create antibacterial fabric. The spray process was monitored for the dual purpose of (1) optimizing the process by maximizing silver deposition and minimizing fluid waste, thereby reducing suspension consumption and (2) assessing AgNPs release. Monitoring measurements were carried out at two locations: inside and outside the spray chamber (far field). We calculated the deposition efficiency (E), finding it to be enhanced by increasing the spray pressure from 1 to 1.5 bar, but to be lowered when the number of operating sprays was increased, demonstrating the multiple spray system to be less efficient than a single spray. Far-field AgNPs emission showed a particle concentration increase of less than 10% as compared to the background level. This finding suggests that under our experimental conditions, our spray-coating process is not a critical source of worker exposure.
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8
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Rodrigues CP, Duchesne C, Poulin É, Lapointe-Garant PP. In-line cosmetic end-point detection of batch coating processes for colored tablets using multivariate image analysis. Int J Pharm 2021; 606:120953. [PMID: 34329698 DOI: 10.1016/j.ijpharm.2021.120953] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 07/23/2021] [Accepted: 07/25/2021] [Indexed: 11/16/2022]
Abstract
In this study, an in-line Process Analytical Technology (PAT) for cosmetic (non-functional) coating unit operations is developed using images of the tablet bed acquired in real-time by an inexpensive industrial camera and lighting system. The cosmetic end-point of multiple batches, run under different operating conditions, is automatically computed from these images using a Multivariate Image Analysis (MIA) methodology in conjunction with a stability determination strategy. The end-points detected by the algorithm differed, on average, by 3% in terms of total batch time from those identified visually by a trained operator. Since traditional practice typically relies on a coating overage to ensure full batch aspect homogeneity in the face of disturbances, the current in-line method can be used to reduce coating material and processing time (over 40% for the operating policy adopted in this work). Additionally, monitoring of the color features calculated by the algorithm allowed the identification of abnormal process conditions affecting visible coating uniformity. This work also addresses practical challenges related to image acquisition in the harsh environment of a pan coater, bringing this tool closer to a state of maturity for implementation in production units and opening the path for their optimization, monitoring, and automatic control.
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Affiliation(s)
- Cecilia Pereira Rodrigues
- Laboratoire d'observation et d'optimisation des procédés (LOOP), Université Laval, Pavillon Adrien-Pouliot Québec (Québec), G1V 0A6, Canada
| | - Carl Duchesne
- Laboratoire d'observation et d'optimisation des procédés (LOOP), Université Laval, Pavillon Adrien-Pouliot Québec (Québec), G1V 0A6, Canada.
| | - Éric Poulin
- Laboratoire d'observation et d'optimisation des procédés (LOOP), Université Laval, Pavillon Adrien-Pouliot Québec (Québec), G1V 0A6, Canada
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9
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Recent trends in organic coating based on biopolymers and biomass for controlled and slow release fertilizers. J Control Release 2021; 330:341-361. [DOI: 10.1016/j.jconrel.2020.12.026] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 12/13/2020] [Accepted: 12/16/2020] [Indexed: 12/18/2022]
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10
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Liu H, Meyer R, Flamm M, Wareham L, Metzger M, Tantuccio A, Yoon S. Optimization of Critical Quality Attributes in Tablet Film Coating and Design Space Determination Using Pilot-Scale Experimental Data. AAPS PharmSciTech 2021; 22:17. [PMID: 33389197 DOI: 10.1208/s12249-020-01884-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 11/18/2020] [Indexed: 11/30/2022] Open
Abstract
In this study, the novel high-speed tablet film coating process in the continuous manufacturing was investigated. The influence of key process variables (inlet air flow rate, inlet air temperature, and suspension spray rate) were investigated using a Box-Behnken experimental design method. Statistical regression models were developed to predict the outlet air temperature and relative humidity, the coating efficiency, the tablet moisture content, and coating uniformity. The effects of the three key process variables were comprehensively investigated based on mathematical analysis, contour plots, and interaction plots. The results indicate that all the process responses are affected by changing the inlet air flow rate, temperature, and suspension spray rate. A design space (DS) in terms of failure probability was determined based on specifications for tablet moisture content (< 3.5%) and coating uniformity (tablet weight standard deviation < 4 mg for tablet weight of 200 mg) using Monte Carlo simulations. Independent experiments were carried out and successfully validated the robustness and accuracy of the determined DS for the investigated tablet film coating process. All the data were generated using an industrial pilot-scale novel high-speed tablet coating unit from a continuous manufacturing line. The work facilitates the quality by design implementation of continuous pharmaceutical manufacturing.
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11
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Coating and Film-Forming Properties. Food Hydrocoll 2021. [DOI: 10.1007/978-981-16-0320-4_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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12
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Nguyen TH, An MNT, Alam M, Tran N, Trinh DV. Empirical scale-up model of pan-coating process for controlled-release urea fertilizer production. PARTICULATE SCIENCE AND TECHNOLOGY 2020. [DOI: 10.1080/02726351.2020.1841348] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Trung H. Nguyen
- Faculty of Chemical Engineering, Ho Chi Minh City University of Technology, Ho Chi Minh City, Vietnam
| | - M. N. Tran An
- Faculty of Chemical Engineering, Industrial University of Ho Chi Minh City, Ho Chi Minh City, Vietnam
| | - Mahboob Alam
- Division of Chemistry and Biotechnology, Dongguk University, Gyeongju, Republic of Korea
| | - Nghi Tran
- Research and Development Division, Petrovietnam Fertiliser and Chemicals Corporation, Ho Chi Minh City, Vietnam
| | - Dung V. Trinh
- Faculty of Chemical Engineering, Ho Chi Minh City University of Technology, Ho Chi Minh City, Vietnam
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13
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Mansuri N, Patel K, Mehta M, Vyas G, Reddy JP, Shah T, Steinbach D, Desai D. Quality by design (QbD) approach to match tablet glossiness. Pharm Dev Technol 2020; 25:1010-1017. [PMID: 32432492 DOI: 10.1080/10837450.2020.1772291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
A quality by design (QbD) approach was used for a polyvinyl alcohol (PVA)-based coating to develop a 'look-alike' placebo tablet, which can match the glossiness (shine) of an innovator tablet. Critical coating parameters such as exhaust temperature, drying capacity, solid concentration in coating dispersion, and plasticizer concentration were studied using a full factorial design of experiment (DoE). Total of 20 experimental coating runs was executed on a pilot scale using a perforated pan coater. Coated tablets were evaluated visually against the innovator product by a panel of 13 volunteers using an individual questionnaire about the tablet appearance. The tablet appearance included factors such as tablet surface shine, surface roughness, and logo bridging. These data were analyzed using JMP software. Solid concentration in coating dispersion and drying capacity were found to be the key contributing parameters for tablet surface shine. Human observations were more discerning in spotting subtle differences in tablet appearance than Munsell evaluation. By the judicious selection of a solid concentration in coating dispersion and drying conditions, a look-alike placebo tablet was successfully developed. Change in tablet shape or size did not affect the tablet shine. However, replacement of PVA-based coating with hydroxypropyl methylcellulose (HPMC)-based coating resulted in reduced shine irrespective of tablet shape and size.
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Affiliation(s)
- Niyaz Mansuri
- Formulation Development, Piramal Pharma Solutions, Ahmedabad, India
| | - Karishma Patel
- Formulation Development, Piramal Pharma Solutions, Ahmedabad, India
| | - Munjal Mehta
- Formulation Development, Piramal Pharma Solutions, Ahmedabad, India
| | - Gunjan Vyas
- Formulation Development, Piramal Pharma Solutions, Ahmedabad, India
| | - Jay Poorna Reddy
- Drug Product Science and Technology, Bristol-Myers Squibb Company, New Brunswick, NJ, USA.,Gilead Sciences Inc., Foster City, CA, USA
| | - Tejas Shah
- Drug Product Science and Technology, Bristol-Myers Squibb Company, New Brunswick, NJ, USA
| | - Doug Steinbach
- Drug Product Science and Technology, Bristol-Myers Squibb Company, New Brunswick, NJ, USA
| | - Divyakant Desai
- Drug Product Science and Technology, Bristol-Myers Squibb Company, New Brunswick, NJ, USA
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14
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Li L, Kemp I, Palmer M. A DEM-based mechanistic model for scale-up of industrial tablet coating processes. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2020.01.087] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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15
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Christodoulou C, Sorensen E, García-Muñoz S, Mazzei L. Mathematical Modeling of Spray Impingement and Film Formation on Pharmaceutical Tablets during Coating. Chem Eng Res Des 2020. [DOI: 10.1016/j.cherd.2019.11.029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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16
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Sager M, Grimm M, Aude P, Schick P, Merdivan S, Hasan M, Kromrey ML, Sivert A, Benameur H, Koziolek M, Tzvetkov MV, Weitschies W. In vivo characterization of enTRinsic™ drug delivery technology capsule after intake in fed state: A cross-validation approach using salivary tracer technique in comparison to MRI. J Control Release 2019; 313:24-32. [DOI: 10.1016/j.jconrel.2019.10.023] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 09/19/2019] [Accepted: 10/12/2019] [Indexed: 10/25/2022]
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Singh BN. Product Development, Manufacturing, and Packaging of Solid Dosage Forms Under QbD and PAT Paradigm: DOE Case Studies for Industrial Applications. AAPS PharmSciTech 2019; 20:313. [PMID: 31529232 DOI: 10.1208/s12249-019-1515-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Accepted: 08/18/2019] [Indexed: 11/30/2022] Open
Abstract
An integrated approach based on QbD and PAT provides a systematic and innovative framework for product development, manufacturing, and quality risk management. In this context, the significance of the outcome of design of experiments (DOEs) to the selection of the product design, robust commercial manufacturing process, design space, and overall control strategy remains vital for the success of a drug product throughout its life cycle. This paper aims at discussing selected recent DOE case studies conducted during QbD-based and integrated QbD/PAT-based development of solid oral formulations and process improvement studies. The main focus of this paper is to highlight the rationales and importance of design selection during development and applications of mathematical models and statistical tools in analyzing DOE and PAT data for developing a design space, control strategy, and improved process monitoring. A total of 25 case studies (includes 9 PAT application studies) have been discussed in this paper which cover 11 manufacturing processes commonly utilized for solid dosage forms. Two case studies relevant to selection of packaging design for solid dosage forms are also briefly discussed to complete the scope. Overall, for a successful modern QbD approach, it is highly important that DOEs are conducted and analyzed in a logical sequence which involves designs that are phase-appropriate and quality-driven and facilitate both statistical and chemometric thinking at each development stage. This approach can result into higher regulatory flexibility along with lower economic burden during life cycle of a product, irrespective of regulatory path used (NDA or ANDA).
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van Heugten AJP, Vromans H. Scale up of Semisolid Dosage Forms Manufacturing Based on Process Understanding: from Lab to Industrial Scale. AAPS PharmSciTech 2018; 19:2330-2334. [PMID: 29845500 DOI: 10.1208/s12249-018-1063-7] [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: 02/21/2018] [Accepted: 05/03/2018] [Indexed: 11/30/2022] Open
Abstract
The scale up of production processes is a major challenge in pharmaceutical industry. Using a quality by design approach, upscaling can be based on the design space, which can be assessed on a small scale. In a previous study, the critical process parameters were identified by a definitive screening design on cetomacrogol ointment. In the current study, this lab scale (0.5 kg) study was scaled up to industrial scale (2000 kg, filling 100g tubes at 75 tubes/min). A similar trend for the influence of filling temperature on ointment yield stress was found for lab and industrial scale production. Furthermore, a process window for ointment filling viscosities was established. It was shown that between 26 and 170 Pa.s ointment could be filled into tubes with a low weight variation (< 0.5% RSD) resulting in a product with a yield stress that meets the pre-set criteria. This approach was subsequently verified using several creams and ointments and showed general applicability.
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19
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Kim B, Woo YA. Coating process optimization through in-line monitoring for coating weight gain using Raman spectroscopy and design of experiments. J Pharm Biomed Anal 2018; 154:278-284. [DOI: 10.1016/j.jpba.2018.03.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Revised: 02/28/2018] [Accepted: 03/01/2018] [Indexed: 10/17/2022]
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Yoshino H, Hara Y, Dohi M, Yamashita K, Hakomori T, Kimura SI, Iwao Y, Itai S. A Scale-up Approach for Film Coating Process Based on Surface Roughness as the Critical Quality Attribute. AAPS PharmSciTech 2018; 19:1243-1253. [PMID: 29305693 DOI: 10.1208/s12249-017-0940-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Accepted: 12/14/2017] [Indexed: 11/30/2022] Open
Abstract
Scale-up approaches for film coating process have been established for each type of film coating equipment from thermodynamic and mechanical analyses for several decades. The objective of the present study was to establish a versatile scale-up approach for film coating process applicable to commercial production that is based on critical quality attribute (CQA) using the Quality by Design (QbD) approach and is independent of the equipment used. Experiments on a pilot scale using the Design of Experiment (DoE) approach were performed to find a suitable CQA from surface roughness, contact angle, color difference, and coating film properties by terahertz spectroscopy. Surface roughness was determined to be a suitable CQA from a quantitative appearance evaluation. When surface roughness was fixed as the CQA, the water content of the film-coated tablets was determined to be the critical material attribute (CMA), a parameter that does not depend on scale or equipment. Finally, to verify the scale-up approach determined from the pilot scale, experiments on a commercial scale were performed. The good correlation between the surface roughness (CQA) and the water content (CMA) identified at the pilot scale was also retained at the commercial scale, indicating that our proposed method should be useful as a scale-up approach for film coating process.
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Maki MAA, kumar PV, Wei YS. Optimization and In-vitro Evaluation of Coating Process for Film-Coated Tablets. INTERNATIONAL JOURNAL OF FOOD ENGINEERING 2017. [DOI: 10.1515/ijfe-2017-0016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
AbstractThe proper efficiency of the tablet-coating process often results in a coating within adequate quality, which might avoid the rejection of the film-coated tablets, minimize the operating expenses and production time. In general, the optimum coating system performance and coating conditions are important for achieving the desirable tablet-coating uniformity and manufacturing reproducibility. In this study, HPMC-aqueous-based tablet film coating successfully conducted in a perforated pan coater for process scale-up using the spray-coating technique. Certain process parameters such as spray rate, inlet air temperature, pan temperature, atomizing pressure as well as pan speed were maintained carefully and the optimum coating quality was achieved with acceptable film performance. At lower initial pan speed, the strength of the coated tablets was remarkably improved and the highest weight gain obtained. The smoothest and uniform film obtained at high spray rate, high pan speed, and low atomizing pressure. The results revealed that the optimum film-coating quality and uniformity achieved at a spray rate of 480 ml/min, atomizing pressure at 5 bar, inlet temperature at 85 to 90 °C, pan temperature at 58 °C, initial pan speed at 1.5 rpm and final pan speed at 4.0 rpm using side-vented pan coater. At initial pan speed of 1.5 rpm, the strength of the coated tablets remarkably improved with minimum edges erosion, which increases the weight gain up to 3.3%w/w.
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Niblett D, Porter S, Reynolds G, Morgan T, Greenamoyer J, Hach R, Sido S, Karan K, Gabbott I. Development and evaluation of a dimensionless mechanistic pan coating model for the prediction of coated tablet appearance. Int J Pharm 2017; 528:180-201. [DOI: 10.1016/j.ijpharm.2017.05.060] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 05/24/2017] [Accepted: 05/25/2017] [Indexed: 11/29/2022]
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Pandey P, Levins C, Pafiakis S, Zacour B, Bindra DS, Trinh J, Buckley D, Gour S, Sharif S, Stamato H. Enhancing tablet disintegration characteristics of a highly water-soluble high-drug-loading formulation by granulation process. Pharm Dev Technol 2016; 23:587-595. [PMID: 27879156 DOI: 10.1080/10837450.2016.1264416] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
The objective of this study was to improve the disintegration and dissolution characteristics of a highly water-soluble tablet matrix by altering the manufacturing process. A high disintegration time along with high dependence of the disintegration time on tablet hardness was observed for a high drug loading (70% w/w) API when formulated using a high-shear wet granulation (HSWG) process. Keeping the formulation composition mostly constant, a fluid-bed granulation (FBG) process was explored as an alternate granulation method using a 2(4-1) fractional factorial design with two center points. FBG batches (10 batches) were manufactured using varying disingtegrant amount, spray rate, inlet temperature (T) and atomization air pressure. The resultant final blend particle size was affected significantly by spray rate (p = .0009), inlet T (p = .0062), atomization air pressure (p = .0134) and the interaction effect between inlet T*spray rate (p = .0241). The compactibility of the final blend was affected significantly by disintegrant amount (p < .0001), atomization air pressure (p = .0013) and spray rate (p = .05). It was observed that the fluid-bed batches gave significantly lower disintegration times than the HSWG batches, and mercury intrusion porosimetry data revealed that this was caused by the higher internal pore structure of tablets manufactured using the FBG batches.
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Affiliation(s)
- Preetanshu Pandey
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
| | - Christopher Levins
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
| | - Steve Pafiakis
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
| | - Brian Zacour
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
| | - Dilbir S Bindra
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
| | - Jade Trinh
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
| | - David Buckley
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
| | - Shruti Gour
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
| | - Shasad Sharif
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
| | - Howard Stamato
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
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Pandey P, Badawy S. A quality by design approach to scale-up of high-shear wet granulation process. Drug Dev Ind Pharm 2015; 42:175-89. [PMID: 26489403 DOI: 10.3109/03639045.2015.1100199] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
High-shear wet granulation is a complex process that in turn makes scale-up a challenging task. Scale-up of high-shear wet granulation process has been studied extensively in the past with various different methodologies being proposed in the literature. This review article discusses existing scale-up principles and categorizes the various approaches into two main scale-up strategies - parameter-based and attribute-based. With the advent of quality by design (QbD) principle in drug product development process, an increased emphasis toward the latter approach may be needed to ensure product robustness. In practice, a combination of both scale-up strategies is often utilized. In a QbD paradigm, there is also a need for an increased fundamental and mechanistic understanding of the process. This can be achieved either by increased experimentation that comes at higher costs, or by using modeling techniques, that are also discussed as part of this review.
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Affiliation(s)
- Preetanshu Pandey
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
| | - Sherif Badawy
- a Drug Product Science and Technology, Bristol-Myers Squibb , New Brunswick , NJ , USA
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