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Pérez R, Alvarez MA, Acosta LL, Terry AM, Labrada A. Establishing a Multi-Vial Design Space for the Freeze-Drying Process by Means of Mathematical Modeling of the Primary Drying Stage. J Pharm Sci 2024; 113:1506-1514. [PMID: 38342340 DOI: 10.1016/j.xphs.2024.02.007] [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: 11/21/2023] [Revised: 02/05/2024] [Accepted: 02/05/2024] [Indexed: 02/13/2024]
Abstract
Primary drying is the most critical stage of the freeze-drying process. This work aimed to establish a design space for this process by means of mathematical modeling of the primary drying stage, capable of addressing the thermal characteristics of distinct vial suppliers. Modeling of primary drying was implemented on Microsoft Excel using steady-state heat and mass transfer equations at two extreme conditions as assessed by risk analysis, to predict product temperature and primary-drying time. The heat transfer coefficients (Kv) of four different vial suppliers were experimentally determined, both, at the center and edge of the freeze-dryer's shelf. Statistically significant differences (ANOVA p<0.05) were observed between suppliers throughout the assessed pressure range. Overall, the average Kve/Kvc (edge/center) ratio was higher than 1.6 for all suppliers due to the radiation effect. A design space for the drying process was established using mathematical modeling taking into account the Kv of the worst-case supplier, in the shelf edge. A primary drying cycle was carried out at a shelf temperature of -25 °C and a chamber pressure of 45 mTorr for 8 % sucrose and at -10 °C and 75 mTorr for 5 % NaCl. Freeze-dried products with good cosmetic appearance were obtained for the four vial suppliers both, in the shelf center and edge. The results show that it is possible to predict and establish the critical parameters for the primary drying stage, under a design space concept, considering the differences in the Kv of vial suppliers without adverse consequences on the quality of the finished freeze-dried product.
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Affiliation(s)
- Roland Pérez
- National Center of Bioproducts, Bejucal, Mayabeque 32600, Cuba.
| | - Marco A Alvarez
- National Center of Bioproducts, Bejucal, Mayabeque 32600, Cuba
| | - Lisset L Acosta
- National Center of Bioproducts, Bejucal, Mayabeque 32600, Cuba
| | - Alicia M Terry
- National Center of Bioproducts, Bejucal, Mayabeque 32600, Cuba
| | - Alexis Labrada
- National Center of Bioproducts, Bejucal, Mayabeque 32600, Cuba
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Optimization of the different phases of the freeze-drying process of solid lipid nanoparticles using experimental designs. Int J Pharm 2023; 635:122717. [PMID: 36781084 DOI: 10.1016/j.ijpharm.2023.122717] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 02/06/2023] [Accepted: 02/08/2023] [Indexed: 02/13/2023]
Abstract
In this work, the effect of cryoprotectant type and concentration and freeze-drying process parameters were evaluated to determine an optimal freeze-drying process for celecoxib-loaded solid lipid nanoparticles. Different cryoprotectants were tested at different weight ratios (cryoprotectant:lipid). Trehalose, maltose, and sucrose at a 1:1 wt ratio were selected for further use in optimizing the freeze-drying process through experimental designs to accurately define the freezing, primary, and secondary drying conditions of the freeze-drying process. The optimal freeze-dried solid lipid nanoparticles were subjected to a 6-month stability study at either 4 °C or 25 °C/60% RH, resulting in significant growth when the nanoparticles were stored at 25 °C/60% RH. The best results were obtained with trehalose as a cryoprotectant and storage at 4 °C. Furthermore, the in vitro release data showed a significantly different release profile before and after optimization of the freeze-drying process, suggesting that the optimization of the freeze-drying process affected the quality of the freeze-dried cake. In conclusion, a successful lyophilization process was obtained due to rational cooperation between a good formulation and optimal conditions in the freezing and drying steps. This yielded an acceptable non-collapsed freeze-dried cake with good redispersibility, minimal changes in physicochemical properties, and long-term stability at 4 °C.
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Dauer K, Werner C, Lindenblatt D, Wagner KG. Impact of process stress on protein stability in highly-loaded solid protein/PEG formulations from small-scale melt extrusion. Int J Pharm X 2022; 5:100154. [PMID: 36632069 PMCID: PMC9826855 DOI: 10.1016/j.ijpx.2022.100154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 12/22/2022] [Accepted: 12/23/2022] [Indexed: 12/31/2022] Open
Abstract
As protein-based therapeutics often exhibit a limited stability in liquid formulations, there is a growing interest in the development of solid protein formulations due to improved protein stability in the solid state. We used small-scale (<3 g) ram and twin-screw extrusion for the solid stabilization of proteins (Lysozyme, BSA, and human insulin) in PEG-matrices. Protein stability after extrusion was systematically investigated using ss-DSC, ss-FTIR, CD spectroscopy, SEM-EDX, SEC, RP-HPLC, and in case of Lysozyme an activity assay. The applied analytical methods offered an accurate assessment of protein stability in extrudates, enabling the comparison of different melt extrusion formulations and process parameters (e.g., shear stress levels, screw configurations, residence times). Lysozyme was implemented as a model protein and was completely recovered in its active form after extrusion. Differences seen between Lysozyme- and BSA- or human insulin-loaded extrudates indicated that melt extrusion could have an impact on the conformational stability. In particular, BSA and human insulin were more susceptible to heat exposure and shear stress compared to Lysozyme, where shear stress was the dominant parameter. Consequently, ram extrusion led to less conformational changes compared to TSE. Ram extrusion showed good protein particle distribution resulting in the preferred method to prepare highly-loaded solid protein formulations.
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Key Words
- BSA, bovine serum albumin
- BSE, backscattered electron
- CD, circular dichroism
- DSC, Differential Scanning Calorimetry
- EDX, energy-dispersive X-ray detector
- EVA, Ethylene-vinyl acetate
- FTIR, Fourier transformation infrared spectroscopy
- HME, hot-melt extrusion
- HMWS, high molecular weight species
- Hot-melt extrusion
- PEG, polyethylene glycol
- PEO, polyethylene oxide
- PLGA, Poly Lactic-co-Glycolic Acid
- Protein stability
- SEM, scanning electron microscopy
- Small-scale
- Solid-state characterization
- TSE, twin-screw extrusion
- ss, solid-state
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Affiliation(s)
- Katharina Dauer
- University of Bonn, Department of Pharmaceutics, Institute of Pharmacy, Bonn, Germany
| | - Christian Werner
- University of Cologne, Department of Chemistry, Institute of Biochemistry, Cologne, Germany
| | - Dirk Lindenblatt
- University of Cologne, Department of Chemistry, Institute of Biochemistry, Cologne, Germany
| | - Karl Gerhard Wagner
- University of Bonn, Department of Pharmaceutics, Institute of Pharmacy, Bonn, Germany
- Corresponding author at: University of Bonn, Department of Pharmaceutics, 53121 Bonn, Germany.
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Luo C, Liu Z, Mi S, Cai L, Zhang Z. Comparison of the Design Space of Products with Different Initial Saturation. J Pharm Sci 2021; 111:717-726. [PMID: 34582900 DOI: 10.1016/j.xphs.2021.09.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 09/21/2021] [Accepted: 09/22/2021] [Indexed: 11/25/2022]
Abstract
Vacuum freeze-drying is a promising technology widely used in pharmaceuticals. Preparing products with prebuilt porosity has attracted considerable attention due to its potential in shortening process duration. However, the design space for the primary drying of initially unsaturated products remains unclear. A novel index, average power, was proposed in this paper to represents the collapse risk. And a multiphase model was employed in this paper to build the design space for the products with initial voids. The simulation results show that both the drying time and average power show higher sensitivity to the temperature variation than pressure. In addition, the initial saturation has significant impacts on the design space, with small initial saturation resulting in vast design space and vice versa, which implies that small initial saturation is more beneficial for the actual production. This paper would be helpful for the development of freeze-drying.
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Affiliation(s)
- Chun Luo
- School of Energy Science and Engineering, Central South University, Changsha, 410082, China
| | - Zhiqiang Liu
- School of Energy Science and Engineering, Central South University, Changsha, 410082, China.
| | - Sha Mi
- China University of Petroleum - Beijing at Karamay, School of engineering, Xinjiang, 834000, China
| | - Lingling Cai
- China University of Petroleum - Beijing at Karamay, School of engineering, Xinjiang, 834000, China
| | - Zezong Zhang
- School of Energy Science and Engineering, Central South University, Changsha, 410082, China
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Strategies and formulations of freeze-dried tablets for controlled drug delivery. Int J Pharm 2021; 597:120373. [PMID: 33577912 DOI: 10.1016/j.ijpharm.2021.120373] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 01/24/2021] [Accepted: 02/05/2021] [Indexed: 11/21/2022]
Abstract
The freeze-drying process has been particularly attractive for preparing tablets for controlled drug release. Although traditional methods, such as granulation or direct compression methods, have been used in various studies to produce tablets with controlled release, freeze-drying processes have been utilized in certain circumstances due to their distinct advantages. However, overall, further development of these strategies, which started with early studies on orally disintegrating tablets, is still necessary. In this review, the incorporation of different formulations into freeze-dried tablets will be discussed. Moreover, the use of excipients, freeze-drying conditions, formulation reconstitution and tablet structure for optimizing the performance of freeze-dried tablets will be reported, including strategies with nanoformulations and natural materials. Generally, this discussion with potential approaches will benefit further development of freeze-dried tablets containing drugs in the pharmaceutical industry.
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Clua-Palau G, Jo E, Nikolic S, Coello J, Maspoch S. Robust freeze-drying process re-design of a legacy product based on risk analysis and design of experiments. Drug Dev Ind Pharm 2020; 46:2022-2031. [PMID: 33131336 DOI: 10.1080/03639045.2020.1842438] [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: 10/23/2022]
Abstract
In this study, a QbD freeze-drying process re-design applied to a lyophilized injectable drug product is presented. The main objective was to assess the freeze-drying process robustness using risk analysis and a proper experimental design. First, the product's thermal fingerprint was characterized by thermal analysis and freeze-drying microscopy. Then, according to the output of the risk analysis, primary drying temperature and pressure were studied by a Doehlert DoE design with four responses; primary drying time, appearance, residual moisture content, and reconstitution time. Statistically significant MLR models were obtained for residual moisture content and primary drying time. In the latter, the temperature factor was the predominant factor to predict the duration of the primary drying stage. Two additional lab-scale batches were run to confirm the mathematical model predictions. Finally, optimal primary drying conditions (30 °C, 0.400 mbar) were selected to minimize the duration of the primary drying stage, while preserving the quality of the product. It was possible to set high temperature and pressure values because no collapse temperature was found during the thermal characterization of the product. Secondary drying temperature and time were defined based on the residual moisture content results. It was shown that secondary drying is robust between 30 °C and 50 °C and from 3 to 16 h. In conclusion, we were able to define a robust freeze-drying process which was further validated at an industrial scale with satisfactory results and approved by the health authorities in different countries around Europe.
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Affiliation(s)
- Gloria Clua-Palau
- Laboratorios Reig Jofre, Centro de Excelencia en Liofilización, Barcelona, Spain.,Facultat de Ciències, Departament de Química, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Enric Jo
- Laboratorios Reig Jofre, Centro de Excelencia en Liofilización, Barcelona, Spain
| | - Sasha Nikolic
- Laboratorios Reig Jofre, Centro de Excelencia en Liofilización, Barcelona, Spain
| | - Jordi Coello
- Facultat de Ciències, Departament de Química, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Santiago Maspoch
- Facultat de Ciències, Departament de Química, Universitat Autònoma de Barcelona, Barcelona, Spain
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Deprá MC, Severo IA, dos Santos AM, Zepka LQ, Jacob-Lopes E. Environmental impacts on commercial microalgae-based products: Sustainability metrics and indicators. ALGAL RES 2020. [DOI: 10.1016/j.algal.2020.102056] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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Assegehegn G, Brito-de la Fuente E, Franco JM, Gallegos C. Freeze-drying: A relevant unit operation in the manufacture of foods, nutritional products, and pharmaceuticals. ADVANCES IN FOOD AND NUTRITION RESEARCH 2020; 93:1-58. [PMID: 32711860 DOI: 10.1016/bs.afnr.2020.04.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Freeze-drying, a drying unit operation frequently used in food, pharmaceutical, and biopharmaceutical industries to prolong the shelf life of labile products, is an energy-intensive, time-consuming, and expensive process. Although all three steps (freezing, primary drying, and secondary drying) of freeze-drying are important, primary drying is the longest and most critical one. As sublimation during primary drying is mainly described in terms of heat and mass transfer, the present work provides extensive theoretical and experimental analyses of these processes. First, a detailed review of the current state-of-the art of freeze-drying, focusing on the drying stage, is given, which contributes to a fundamental understanding of the drying process. Second, a detailed experimental study of the drying section of the freeze-drying process is discussed, furnishing information on the relationship between input and output process parameters during the primary drying stage and thus aiding freeze-drying process design and optimization. In this regard, the influence of primary drying input parameters (i.e., shelf temperature and chamber pressure) and vial position on output parameters such as product temperature, sublimation rate, overall vial heat transfer coefficient, and resistance to mass transfer of the dried product are extensively discussed. For all combinations of shelf temperature and chamber pressure studied herein, the highest product temperature, sublimation rate, and overall vial heat transfer coefficient are observed in front edge vials, whereas the lowest values are observed in center vials. In general, the highest sublimation rate, at a given product temperature, is observed for low chamber pressure-high shelf temperature combinations.
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Affiliation(s)
- Getachew Assegehegn
- Fresenius-Kabi Deutschland GmbH, Product and Process Engineering Center, Global Manufacturing Pharmaceuticals, Bad Homburg, Germany
| | - Edmundo Brito-de la Fuente
- Fresenius-Kabi Deutschland GmbH, Product and Process Engineering Center, Global Manufacturing Pharmaceuticals, Bad Homburg, Germany
| | - José M Franco
- Departamento de Ingeniería Química, Pro2TecS-Chemical Product and Process Technology Research Centre, Complex Fluid Engineering Laboratory, Universidad de Huelva, Huelva, Spain
| | - Críspulo Gallegos
- Fresenius-Kabi Deutschland GmbH, Product and Process Engineering Center, Global Manufacturing Pharmaceuticals, Bad Homburg, Germany.
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Assegehegn G, Brito-de la Fuente E, Franco JM, Gallegos C. Use of a temperature ramp approach (TRA) to design an optimum and robust freeze-drying process for pharmaceutical formulations. Int J Pharm 2020; 578:119116. [PMID: 32027958 DOI: 10.1016/j.ijpharm.2020.119116] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Revised: 01/29/2020] [Accepted: 02/02/2020] [Indexed: 10/25/2022]
Abstract
Freeze-drying, until now, has been a process that was designed using a trial and error experimental approach. This approach is often material and time consuming, and the resulting freeze-drying processes are neither optimum nor robust. Accordingly, the objective of this study was to develop a simple-to-use and experimental-based approach to design an optimum and robust freeze-drying process for any given formulation. The temperature ramp approach (TRA) detailed in this study involves the implementation of a customized design of experiments (DoE) to perform few (three or four) experiments using a given drug formulation. The DoE results are analyzed to define optimum processing conditions (i.e., shelf temperature and chamber pressure) based on a predefined range of target product temperature for primary drying, which could be defined from formulation characterization at its frozen state. In this study, a successful freeze-drying process of two model formulations using the TRA was designed. Verification experiments at the optimum processing conditions showed excellent agreement in both product temperature and sublimation rate with the values obtained using the TRA. Thus, the TRA detailed in this study offers a significant advantage to reduce development time and material, and enhance the efficiency and robustness of the resulting freeze-drying process.
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Affiliation(s)
- Getachew Assegehegn
- Fresenius-Kabi Deutschland GmbH, Product and Process Engineering Center, Global Manufacturing Pharmaceuticals, Bad Homburg, Germany.
| | - Edmundo Brito-de la Fuente
- Fresenius-Kabi Deutschland GmbH, Product and Process Engineering Center, Global Manufacturing Pharmaceuticals, Bad Homburg, Germany
| | - José M Franco
- Pro2TecS-Chemical Product and Process Technology Research Centre, Complex Fluid Engineering Laboratory, Departamento de Ingeniería Química, Universidad de Huelva, Huelva, Spain
| | - Críspulo Gallegos
- Fresenius-Kabi Deutschland GmbH, Product and Process Engineering Center, Global Manufacturing Pharmaceuticals, Bad Homburg, Germany
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