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Baassiri M, Ranade V, Padrela L. CFD modelling and simulations of atomization-based processes for production of drug particles: A review. Int J Pharm 2025; 670:125204. [PMID: 39793635 DOI: 10.1016/j.ijpharm.2025.125204] [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: 08/22/2024] [Revised: 12/15/2024] [Accepted: 01/07/2025] [Indexed: 01/13/2025]
Abstract
Atomization-based techniques are widely used in pharmaceutical industry for production of fine drug particles due to their versatility and adaptability. Key performance measure of such techniques is their ability to provide control over critical quality attributes (CQAs) of produced drug particles. CQAs of drug particles produced via atomization critically depend on fluid dynamics of sprays; resulting mixing, heat and mass transfer; distribution of supersaturation and subsequent nucleation and growth of particles. It is essential to develop and use computational fluid dynamics (CFD) models for adequate understanding of multi-scale transport processes ranging from molecular scale mixing and particle scale processes, and from atomizer nozzle to overall spray chamber scale establishing relationships between CQAs and design and operating parameters of spray nozzle and chamber. In this work, we critically review past and current research efforts on CFD modelling of pharmaceutical atomization-based processes with an objective to provide clear assessment of the state of the art and to provide recommendations. An overview of the key atomization-based methods for producing drug particles with desired CQAs is presented. Key underlying physical processes and relevant concepts are then outlined. This discussion is related to the demands on CFD models; and state of the art is then discussed with respect to the process needs. Recommendations are provided towards higher fidelity and more efficient models of atomized multiphase flow dynamics and turbulence, drying modelling for the produced particles, and validation approaches. We conclude by highlighting a perceived need for numerical atomization studies with a pharmaceutical context; then, we deliver an outlook on current promising active control and machine learning strategies to augment the shift towards quality-by-design approaches in pharmaceutical manufacturing.
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Affiliation(s)
- Mohamad Baassiri
- SSPC Research Centre, Department of Chemical Sciences & Chemical Engineering, Bernal Institute, University of Limerick, Limerick V94 T9PX Ireland
| | - Vivek Ranade
- SSPC Research Centre, Department of Chemical Sciences & Chemical Engineering, Bernal Institute, University of Limerick, Limerick V94 T9PX Ireland; Multiphase Reactors and Process Intensification Group, Bernal Institute, University of Limerick, Limerick V94 T9PX Ireland.
| | - Luis Padrela
- SSPC Research Centre, Department of Chemical Sciences & Chemical Engineering, Bernal Institute, University of Limerick, Limerick V94 T9PX Ireland.
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Berkenfeld K, Carneiro S, Corzo C, Laffleur F, Salar-Behzadi S, Winkeljann B, Esfahani G. Formulation strategies, preparation methods, and devices for pulmonary delivery of biologics. Eur J Pharm Biopharm 2024; 204:114530. [PMID: 39393712 DOI: 10.1016/j.ejpb.2024.114530] [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: 04/23/2024] [Revised: 10/07/2024] [Accepted: 10/08/2024] [Indexed: 10/13/2024]
Abstract
Biological products, including vaccines, blood components, and recombinant therapeutic proteins, are derived from natural sources such as humans, animals, or microorganisms and are typically produced using advanced biotechnological methods. The success of biologics, particularly monoclonal antibodies, can be attributed to their favorable safety profiles and target specificity. However, their large molecular size presents significant challenges in drug delivery, particularly in overcoming biological barriers. Pulmonary delivery has emerged as a promising route for administering biologics, offering non-invasive delivery with rapid absorption, high systemic bioavailability, and avoidance of first-pass metabolism. This review first details the anatomy and physiological barriers of the respiratory tract and the associated challenges of pulmonary drug delivery (PDD). It further discusses innovations in PDD, the impact of particle size on drug deposition, and the use of secondary particles, such as nanoparticles, to enhance bioavailability and targeting. The review also explains various devices used for PDD, including dry powder inhalers (DPIs) and nebulizers, highlighting their advantages and limitations in delivering biologics. The role of excipients in improving the stability and performance of inhalation products is also addressed. Since dry powders are considered the suitable format for delivering biomolecules, particular emphasis is placed on the excipients used in DPI development. The final section of the article reviews and compares various dry powder manufacturing methods, clarifying their clinical relevance and potential for future applications in the field of inhalable drug formulation.
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Affiliation(s)
- Kai Berkenfeld
- Laboratory of Pharmaceutical Technology and Biopharmaceutics, Institute of Pharmacy, University of Bonn, Gerhard-Domagk-Street 3, 53121 Bonn, Germany; Pharmaceutical Engineering and Technology Research Scientists (PETRS)
| | - Simone Carneiro
- Department of Pharmacy, Ludwig-Maximilians-Universität Munich, Butenandtstrasse 5-13, Haus B, 81377 München, Germany; Center for NanoScience (CeNS), Ludwig-Maximilians-Universität München, München 80799, Germany; Pharmaceutical Engineering and Technology Research Scientists (PETRS)
| | - Carolina Corzo
- Research Center Pharmaceutical Engineering GmbH, Graz, Austria; Pharmaceutical Engineering and Technology Research Scientists (PETRS)
| | - Flavia Laffleur
- Department of Pharmaceutical Technology, Institute of Pharmacy, Center for Chemistry and Biomedicine, University of Innsbruck, Innrain 80-82, 6020 Innsbruck, Austria; Pharmaceutical Engineering and Technology Research Scientists (PETRS)
| | - Sharareh Salar-Behzadi
- Research Center Pharmaceutical Engineering GmbH, Graz, Austria; Institute of Pharmaceutical Sciences, Department of Pharmaceutical Technology, University of Graz, Graz, Austria; Pharmaceutical Engineering and Technology Research Scientists (PETRS)
| | - Benjamin Winkeljann
- Department of Pharmacy, Ludwig-Maximilians-Universität Munich, Butenandtstrasse 5-13, Haus B, 81377 München, Germany; Center for NanoScience (CeNS), Ludwig-Maximilians-Universität München, München 80799, Germany; RNhale GmbH, München 81371, Germany; Comprehensive Pneumology Center Munich (CPC-M), Helmholtz Munich, German Center for Lung Research (DZL), 81377 Munich, Germany; Pharmaceutical Engineering and Technology Research Scientists (PETRS)
| | - Golbarg Esfahani
- Department of Pharmaceutical Technology, Institute of Pharmacy, Martin Luther University Halle-Wittenberg, Wolfgang-Langenbeck-Straße 4, Halle 06120, Saale, Germany; Pharmaceutical Engineering and Technology Research Scientists (PETRS).
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Ramachandran RP, Nadimi M, Cenkowski S, Paliwal J. Advancement and Innovations in Drying of Biopharmaceuticals, Nutraceuticals, and Functional Foods. FOOD ENGINEERING REVIEWS 2024; 16:540-566. [PMID: 39759549 PMCID: PMC11698300 DOI: 10.1007/s12393-024-09381-7] [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: 04/12/2024] [Accepted: 07/19/2024] [Indexed: 01/07/2025]
Abstract
Drying is a crucial unit operation within the functional foods and biopharmaceutical industries, acting as a fundamental preservation technique and a mechanism to maintain these products' bioactive components and nutritional values. The heat-sensitive bioactive components, which carry critical quality attributes, necessitate a meticulous selection of drying methods and conditions backed by robust research. In this review, we investigate challenges associated with drying these heat-sensitive materials and examine the impact of various drying methods. Our thorough research extensively covers ten notable drying methods: heat pump drying, freeze-drying, spray drying, vacuum drying, fluidized bed drying, superheated steam drying, infrared drying, microwave drying, osmotic drying, vacuum drying, and supercritical fluid drying. Each method is tailored to address the requirements of specific functional foods and biopharmaceuticals and provides a comprehensive account of each technique's inherent advantages and potential limitations. Further, the review ventures into the exploration of combined hybrid drying techniques and smart drying technologies with industry 4.0 tools such as automation, AI, machine learning, IoT, and cyber-physical systems. These innovative methods are designed to enhance product performance and elevate the quality of the final product in the drying of functional foods and biopharmaceuticals. Through a thorough survey of the drying landscape, this review illuminates the intricacies of these operations and underscores their pivotal role in functional foods and biopharmaceutical production.
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Affiliation(s)
- Rani Puthukulangara Ramachandran
- Saint-Hyacinthe Research and Development Centre, Agriculture and Agri-Food Canada, 3600, Boulevard Casavant Ouest Saint-Hyacinthe, Québec J2S 8E3 Canada
- Department of Biosystems Engineering, University of Manitoba, E2-376, EITC, 75A Chancellor’s Circle, Winnipeg, MB, R3T 2N2 Canada
| | - Mohammad Nadimi
- Department of Biosystems Engineering, University of Manitoba, E2-376, EITC, 75A Chancellor’s Circle, Winnipeg, MB, R3T 2N2 Canada
| | - Stefan Cenkowski
- Department of Biosystems Engineering, University of Manitoba, E2-376, EITC, 75A Chancellor’s Circle, Winnipeg, MB, R3T 2N2 Canada
| | - Jitendra Paliwal
- Department of Biosystems Engineering, University of Manitoba, E2-376, EITC, 75A Chancellor’s Circle, Winnipeg, MB, R3T 2N2 Canada
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Singh P, Pandey VK, Singh R, Dar AH. Spray-freeze-drying as emerging and substantial quality enhancement technique in food industry. Food Sci Biotechnol 2024; 33:231-243. [PMID: 38222906 PMCID: PMC10786803 DOI: 10.1007/s10068-023-01409-8] [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: 04/10/2023] [Revised: 07/21/2023] [Accepted: 07/26/2023] [Indexed: 01/16/2024] Open
Abstract
Spray freeze drying is an emerging technology in the food industry with numerous applications. Its ability to preserve food quality, maintain nutritional value, and reduce bulk make it an attractive option to food manufacturers. Spray freeze drying can be used to reduce the water content of foods while preserving the shelf life and nutritional value. Spray freeze-drying of food products is a process that involves atomizing food into small droplets and then flash-freezing them. The frozen droplets are then placed in a vacuum chamber and heated, causing the liquid to evaporate and the solid particles to become a dry powder. Spray freeze drying has become a valuable tool for the food industry through its ability to process a wide range of food products. This review's prime focus is understanding spray freeze-dried approaches and emphasizing their applicability in various products.
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Affiliation(s)
- Poornima Singh
- Department of Bioengineering, Integral University, Lucknow, Uttar Pradesh India
| | - Vinay Kumar Pandey
- Department of Bioengineering, Integral University, Lucknow, Uttar Pradesh India
- Division of Research and Innovation, Uttaranchal University Dehradun, Kanpur, Uttarakhand India
| | - Rahul Singh
- Department of Bioengineering, Integral University, Lucknow, Uttar Pradesh India
| | - Aamir Hussain Dar
- Department of Food Technology, Islamic University of Science and Technology, Awantipora, Kashmir India
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Rostamnezhad M, Mireskandari K, Rouini MR, Ansari S, Darabi M, Vatanara A. Screening of Cyclodextrins in the Processing of Buserelin Dry Powders for Inhalation Prepared by Spray Freeze-Drying. Adv Pharm Bull 2023; 13:772-783. [PMID: 38022810 PMCID: PMC10676555 DOI: 10.34172/apb.2023.086] [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: 02/11/2023] [Revised: 06/29/2023] [Accepted: 07/09/2023] [Indexed: 12/01/2023] Open
Abstract
Purpose In this study, we prepared inhalable buserelin microparticles using the spray freeze-drying (SFD) method for pulmonary drug delivery. Raffinose as a cryoprotectant carrier was combined with two levels of five different cyclodextrins (CDs) and then processed by SFD. Methods Dry powder diameters were evaluated by laser light scattering and morphology was determined by scanning electron microscopy (SEM). Differential scanning calorimetry (DSC) and X-ray diffraction (XRD) analysis were utilized for the determination of crystalline structures. The aerodynamic properties of the spray freeze-dried powders were evaluated by twin stage impinger (TSI) and the stability of prepared samples was assessed under normal and accelerated conditions. Results The prepared powders were mostly porous spheres and the size of microparticles ranged from 9.08 to 13.53 μm, which are suitable as spray-freeze dried particles. All formulations showed amorphous structure confirmed by DSC and XRD. The aerosolization performance of the formulation containing buserelin, raffinose and 5% beta-cyclodextrin (β-CD), was the highest and its fine particle fraction (FPF) was 69.38%. The more circular and separated structures were observed in higher concentrations of CDs, which were compatible with FPFs. The highest stability was obtained in the formulation containing hydroxypropyl beta-cyclodextrin (HP-β-16. CD) 5%. On the contrary, sulfobutylether beta-cyclodextrin (SBE-β-CD) 5% bearing particles showed the least stability. Conclusion By adjusting the type and ratio of CDs in the presence of raffinose, the prepared formulations could effectively enhance the aerosolization and stability of buserelin. Therefore, they can be proposed as a suitable career for lung drug delivery.
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Affiliation(s)
- Mostafa Rostamnezhad
- Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Katayoon Mireskandari
- Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Rouini
- Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Samira Ansari
- CinnaGen Medical Biotechnology Research Center, Alborz University of Medical Sciences, Karaj, Iran
- CinnaGen Research and Production Co., Alborz, Iran
| | - Majid Darabi
- Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Alireza Vatanara
- Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
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Kole E, Jadhav K, Sirsath N, Dudhe P, Verma RK, Chatterjee A, Naik J. Nanotherapeutics for pulmonary drug delivery: An emerging approach to overcome respiratory diseases. J Drug Deliv Sci Technol 2023. [DOI: 10.1016/j.jddst.2023.104261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
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