1
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Zhang Z, Jin M, Yang X, Zhu H, Li H, Yang Q. Particulate platform for pulmonary drug delivery: Recent advances of formulation and fabricating strategies. Int J Pharm 2025; 676:125601. [PMID: 40250501 DOI: 10.1016/j.ijpharm.2025.125601] [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: 02/19/2025] [Revised: 04/11/2025] [Accepted: 04/13/2025] [Indexed: 04/20/2025]
Abstract
Pulmonary drug delivery for managing respiratory diseases has attained a significant maturity level and holds substantial potential for applications in treating systemic diseases. Advancements in pulmonary delivery techniques have driven the innovative development of dry powder inhalers (DPIs), specifically engineered to optimize the efficacy of pulmonary drug delivery. This review examines recent progress in formulation and manufacturing strategies of inhalable dry powder, focusing on prescription design and fabrication approaches for advanced particulate systems. These include the integration of cutting-edge excipients into conventional formulations, nano-based delivery system, composite particles, and a blend of traditional and next-generation processing techniques, all contributing to enhanced drug delivery efficiency and bioavailability. Additionally, this review discusses the latest advancements in DPI devices. This review aims to provide a clear perspective on emerging inhalable dry powder formulation and processing trends for pulmonary delivery, highlighting the critical role of novel particulate platform in advancing pulmonary drug delivery systems.
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Affiliation(s)
- Zijia Zhang
- College of Pharmaceutical Science, Zhejiang University of Technology, Hangzhou 310014, China
| | - Mengya Jin
- College of Pharmaceutical Science, Zhejiang University of Technology, Hangzhou 310014, China
| | - Xinyu Yang
- College of Pharmaceutical Science, Zhejiang University of Technology, Hangzhou 310014, China
| | - Heng Zhu
- College of Pharmaceutical Science, Zhejiang University of Technology, Hangzhou 310014, China
| | - Huijie Li
- College of Pharmaceutical Science, Zhejiang University of Technology, Hangzhou 310014, China
| | - Qingliang Yang
- College of Pharmaceutical Science, Zhejiang University of Technology, Hangzhou 310014, China.
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2
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Al-Assaf HA, Papadimitriou SA, Rahman A, Badhan R, Mohammed AR. Advanced Manufacturing Methods for High-Dose Inhalable Powders. Pharmaceutics 2025; 17:359. [PMID: 40143023 PMCID: PMC11946774 DOI: 10.3390/pharmaceutics17030359] [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: 02/07/2025] [Revised: 02/25/2025] [Accepted: 03/06/2025] [Indexed: 03/28/2025] Open
Abstract
Pulmonary drug delivery is governed by three main categories of forces: interparticle forces in the powder formulation, the dispersion forces during inhalation by the device, and deposition forces in the lungs. The interaction between fine inhalable powder particles of the active ingredient is governed by various types of forces, such as capillary forces, electrostatic forces, and van der Waals forces. The different types of inter-particle interactions influence the balance between powder dispersibility and agglomerate stability. The high level of cohesion forces arising from high surface energy of very fine powder hinders powder flowability, leading to issues of agglomeration. Therefore, there is a critical need for advanced manufacturing techniques to overcome the challenges of handling and manufacture of fine cohesive particles, particularly high-dose powders for inhalation. This review will focus on the challenges facing the formulation process of very fine inhalable powder, the various types of existing particle engineering techniques for high-dose powder inhalers, and the characterization techniques employed to analyse the powder characteristics required to meet the acceptance criteria of inhalable preparations.
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Affiliation(s)
- Haia A. Al-Assaf
- Aston Pharmacy School, College of Health and Life Sciences, Aston University, Birmingham B4 7ET, UK; (H.A.A.-A.); (R.B.)
| | | | - Ayesha Rahman
- Dentistry, School of Health Sciences, University of Birmingham, Birmingham B5 7EG, UK;
| | - Raj Badhan
- Aston Pharmacy School, College of Health and Life Sciences, Aston University, Birmingham B4 7ET, UK; (H.A.A.-A.); (R.B.)
| | - Afzal R. Mohammed
- Aston Pharmacy School, College of Health and Life Sciences, Aston University, Birmingham B4 7ET, UK; (H.A.A.-A.); (R.B.)
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3
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Saha T, Masum ZU, Biswas A, Mou MA, Ahmed S, Saha T. Inhaled Dry Powder of Antiviral Agents: A Promising Approach to Treating Respiratory Viral Pathogens. Viruses 2025; 17:252. [PMID: 40007007 PMCID: PMC11860668 DOI: 10.3390/v17020252] [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: 01/15/2025] [Revised: 02/06/2025] [Accepted: 02/11/2025] [Indexed: 02/27/2025] Open
Abstract
Inhaled dry powder formulations of antiviral agents represent a novel and potentially transformative approach to managing respiratory viral infections. Traditional antiviral therapies in the form of tablets or capsules often face limitations in terms of therapeutic activity, systemic side effects, and delayed onset of action. Dry powder inhalers (DPIs) provide a targeted delivery system, ensuring the direct administration of antivirals to the infection site, the respiratory tract, which potentially enhance therapeutic efficacy and minimize systemic exposure. This review explores the current state of inhaled dry powder antiviral agents, their advantages over traditional routes, and specific formulations under development. We discuss the benefits of targeted delivery, such as improved drug deposition in the lungs and reduced side effects, alongside considerations related to the formulation preparation. In addition, we summarize the developed (published and marketed) inhaled dry powders of antiviral agents.
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Affiliation(s)
- Tushar Saha
- Mastaplex Ltd., Centre for Innovation, University of Otago, Dunedin 9016, New Zealand
| | - Zia Uddin Masum
- College of Pharmacy and Health Sciences, St. John’s University, Queens, New York, NY 11439, USA;
| | - Anik Biswas
- Materials and Nanotechnology, North Dakota State University, Fargo, ND 58105, USA;
| | - Moushumi Afroza Mou
- Department of Biological Science, St. John’s University, Queens, New York, NY 11439, USA;
| | - Sohag Ahmed
- Department of Chemistry, West Virginia University, Morgantown, WV 26506, USA;
| | - Tamal Saha
- International Centre for Diarrheal Disease Research, Bangladesh, Dhaka 1212, Bangladesh;
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4
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Yang Y, Cheng Y, Zhou J, Quan J, Liu N, Wang Z, Zhang H, Wu X, Zheng A. Preparation, characterisation and pharmacokinetics evaluation of dry power inhalation formulations of polymyxin B. Pharm Dev Technol 2025; 30:177-185. [PMID: 39907205 DOI: 10.1080/10837450.2025.2462937] [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: 02/23/2024] [Revised: 01/13/2025] [Accepted: 02/01/2025] [Indexed: 02/06/2025]
Abstract
This study aims to develop an alternative and effective drug delivery system through inhalation therapy to address the limitations of polymyxin B (PMB) intravenous treatment for pneumonia. PMB dry powder inhalers (DPIs) were prepared and characterized. The in vitro lung deposition and antibacterial efficacy were also assessed. To compare the systemic exposure following changes in administration routes, blood concentration measurements were conducted for different routes of administration spherical PMB particles, measuring 3 microns in diameter, achieved the highest fine particle fraction (FPF) of 53%. When particles transition from regular shapes to irregular blocks, a decrease of 1 micron in particle size resulted in an approximate 20% increase in FPF. Moreover, the FPF of PMB particles combined with smooth-surfaced lactose was approximately 10% less than that of PMB particles combined with rough-surfaced mannitol. The bioavailability of PMB DPI reached a peak of 77.46% within 10 min. In a murine model of acute lung infection, treatment with PMB DPI significantly reduced the bacterial load in lung tissues compared to the control group with intravenous PMB administration. In summary, particles with reduced size and increased sphericity displayed a greater FPF led to enhanced therapeutic efficacy and safety.
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Affiliation(s)
- Yanna Yang
- College of Chemical Engineering, Qingdao University of Science and Technology, Qingdao, China
| | - Yi Cheng
- Institute of Toxicology and Pharmacology, Academy of Military Medical Sciences, Beijing, China
| | - Jingyu Zhou
- Institute of Toxicology and Pharmacology, Academy of Military Medical Sciences, Beijing, China
| | - Jingnan Quan
- Institute of Toxicology and Pharmacology, Academy of Military Medical Sciences, Beijing, China
| | - Nan Liu
- Institute of Toxicology and Pharmacology, Academy of Military Medical Sciences, Beijing, China
| | - Zengming Wang
- Institute of Toxicology and Pharmacology, Academy of Military Medical Sciences, Beijing, China
| | - Hui Zhang
- Institute of Toxicology and Pharmacology, Academy of Military Medical Sciences, Beijing, China
| | - Xianggen Wu
- College of Chemical Engineering, Qingdao University of Science and Technology, Qingdao, China
| | - Aiping Zheng
- Institute of Toxicology and Pharmacology, Academy of Military Medical Sciences, Beijing, China
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Santos Gomes BF, Bya LA, Koch N, Cabral-Marques H, Evrard B, Lechanteur A. Cannabidiol and Hydroxypropyl-β-Cyclodextrin for the Development of Deflated Spherical-Shaped Inhalable Powder. AAPS J 2025; 27:30. [PMID: 39825002 DOI: 10.1208/s12248-025-01015-y] [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: 09/26/2024] [Accepted: 01/06/2025] [Indexed: 01/20/2025] Open
Abstract
In addition to the known therapeutic indications for cannabidiol, its administration by inhalation appears to be of great interest. Indeed, there is evidence of cannabidiol's efficacy in several physiological pathways, suggesting its potential for a wide range of applications for both local and systemic pulmonary administration like cancers. Significant advances in pulmonary drug delivery have led to innovative strategies to address the challenges of increasing the respirable fraction of drugs and standardizing inhalable products. Among different devices, dry powder inhalers offer significant advantages including high stability and ease of use. Particle engineering using techniques such as spray drying is now the focus of research and is expected to improve upon, rather than completely replace, traditional carrier-based formulations. The development of carrier-free powders (without lactose-carrier) is mainly used for medicines with low active ingredient doses, which limits the technology. Previously, we demonstrated the benefits of using a cyclodextrin to obtain deflated spherical-shaped powders by spray drying. In this study the potential of this excipient with a very poorly water-soluble active molecule was investigated. Inhalable cannabidiol powders were developed by spray drying, using the solubility enhancers hydroxypropyl-beta-cyclodextrin and ethanol to optimize cannabidiol water-solubility. Electron microscopy images revealed consistent deflated spherical shapes, while particle size analysis showed low polydispersity and suitable sizes for deep lung deposition (2 µm). The selected engineered powders (without ethanol) had very high fine particle fractions (> 60%) due to their deflated surface. Finally, the powder was instantly solubilized leading to drug dissolution, which is important for therapeutic efficacy. In conclusion, this study successfully develops a cannabidiol inhalation powder by particle engineering having suitable aerosolization behavior. Due to the speed of the process and the performance of the finished product, this work opens the door for future studies. It has been shown that active molecules that are only slightly soluble in water can be formulated effectively as a powder for inhalation. Other molecules could be tested and subsequent in vivo studies conducted to demonstrate correlation with these in vitro results.
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Affiliation(s)
- Bernardo Filipe Santos Gomes
- Laboratory of Pharmaceutical Technology and Biopharmacy, CIRM, University of Liège, 4000, Liège, Belgium
- Faculty of Pharmacy, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisbon, Portugal
| | - Laure-Anne Bya
- Laboratory of Pharmaceutical Technology and Biopharmacy, CIRM, University of Liège, 4000, Liège, Belgium
| | - Nathan Koch
- Laboratory of Pharmaceutical Technology and Biopharmacy, CIRM, University of Liège, 4000, Liège, Belgium
| | - Helena Cabral-Marques
- Faculty of Pharmacy, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisbon, Portugal
| | - Brigitte Evrard
- Laboratory of Pharmaceutical Technology and Biopharmacy, CIRM, University of Liège, 4000, Liège, Belgium
| | - Anna Lechanteur
- Laboratory of Pharmaceutical Technology and Biopharmacy, CIRM, University of Liège, 4000, Liège, Belgium.
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Mehta T, Najafian S, Patel K, Lacombe J, Chaudhuri B. Optimization of Carrier-Based Dry Powder Inhaler Performance: A Review. Pharmaceutics 2025; 17:96. [PMID: 39861744 PMCID: PMC11768101 DOI: 10.3390/pharmaceutics17010096] [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: 11/24/2024] [Revised: 12/29/2024] [Accepted: 01/09/2025] [Indexed: 01/27/2025] Open
Abstract
Dry powder inhalers (DPI's) are becoming increasingly popular due to growing interest in pulmonary drug delivery and their performance is the net result of a series of processes carried out during the formulation development and manufacturing process such as excipient selection, blending, milling, filling, and spray drying. To reach the small airways of the deep lung, the active pharmaceutical ingredients (API) particles need to have an aerodynamic diameter of 1-5 μm to avoid impaction and particle sedimentation in the upper respiratory tract, and due to this small particle size, the powder becomes highly cohesive resulting in poor flow. Therefore, API is usually blended with a coarse carrier to improve flowability, and due to its large size, it is more fluidizable than the micronized drug. Carrier-based DPI formulations usually consist of micronized drugs, a coarse carrier, and additional components, such as micronized lactose and force control agents, including magnesium stearate or leucine. Additionally, the manufacturing process of DPIs relies heavily on powder processing technologies, such as the micronization of API, blending, and powder filling. The aerosol performance of a DPI is significantly affected by the selection of formulation components and the processing of the formulation and, therefore, it is crucial to evaluate these parameters. This review will discuss different factors influencing the aerosol performance of carrier-based DPIs, including formulation components, device considerations, and manufacturing parameters. Additionally, novel technologies pertaining to the optimization of DPI performance are also discussed.
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Affiliation(s)
- Tanu Mehta
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, CT 06269, USA; (T.M.)
| | - Saeed Najafian
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, CT 06269, USA; (T.M.)
- Department of Chemical and Biomolecular Engineering, University of Connecticut, Storrs, CT 06269, USA
| | - Komalkumar Patel
- Pharmaceutical Development & Engineering Department, Experic, Cranbury, NJ 08512, USA
| | - Justin Lacombe
- Pharmaceutical Development & Engineering Department, Experic, Cranbury, NJ 08512, USA
| | - Bodhisattwa Chaudhuri
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, CT 06269, USA; (T.M.)
- Department of Chemical and Biomolecular Engineering, University of Connecticut, Storrs, CT 06269, USA
- Institute of Material Sciences, University of Connecticut, Storrs, CT 06269, USA
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Salústio P, Amaral M, Costa P. Different Carriers for Use in Dry Powder Inhalers: Characteristics of Their Particles. J Aerosol Med Pulm Drug Deliv 2024; 37:307-327. [PMID: 39120712 PMCID: PMC11669763 DOI: 10.1089/jamp.2023.0029] [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: 10/06/2023] [Accepted: 07/15/2024] [Indexed: 08/10/2024] Open
Abstract
In contemporary times, there has been a rise in the utilization of dry powder inhalers (DPIs) in the management of pulmonary and systemic diseases. These devices underwent a swift advancement in terms of both the equipment utilized and the formulation process. In this review, the carrier physicochemical characteristics that influence DPI performance are discussed, focusing its shape, morphology, size distribution, texture, aerodynamic diameter, density, moisture, adhesive and detachment forces between particles, fine carrier particles, and dry powder aerosolization. To promote the deposition of the active principal ingredient deep within the pulmonary system, advancements have been made in enhancing these factors and surface properties through the application of novel technologies that encompass particle engineering. So far, the most used carrier is lactose showing some advantages and disadvantages, but other substances and systems are being studied with the intention of replacing it. The final objective of this review is to analyze the physicochemical and mechanical characteristics of the different carriers or new delivery systems used in DPI formulations, whether already on the market or still under investigation.
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Affiliation(s)
- P.J. Salústio
- Research Institute for Medicines (iMed.UL), Faculty of Pharmacy, Universidade de Lisboa, Lisboa, Portugal
| | - M.H. Amaral
- UCIBIO-Applied Molecular Biosciences Unit, MedTech-Laboratory of Pharmaceutical Technology, Faculty of Pharmacy, University of Porto, Porto, Portugal
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, Faculty of Pharmacy, University of Porto, Porto, Portugal
| | - P.C. Costa
- UCIBIO-Applied Molecular Biosciences Unit, MedTech-Laboratory of Pharmaceutical Technology, Faculty of Pharmacy, University of Porto, Porto, Portugal
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, Faculty of Pharmacy, University of Porto, Porto, Portugal
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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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9
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Zhang Q, Kou S, Cui Y, Dong J, Ye Y, Wang Y, Lu R, Li X, Nie Y, Shi K, Chen F, Hall P, Chen X, Wang Z, Jiang X. Ternary Dry Powder Agglomerate Inhalation Formulation of Melatonin With Air Jet Mixing to Improve In Vitro And In Vivo Performance. J Pharm Sci 2024; 113:434-444. [PMID: 37995838 DOI: 10.1016/j.xphs.2023.11.016] [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: 05/29/2023] [Revised: 11/16/2023] [Accepted: 11/16/2023] [Indexed: 11/25/2023]
Abstract
An improved agglomerate formulation with melatonin and fine lactose for dry powder inhalation using Turbuhaler® was developed. Co-grinding lactose with 1 % magnesium stearate prior to air jet mixing served as a key factor to improve the in vitro aerosolization and in vivo efficacy. Elevated mixing pressure facilitated the dispersion and homogenization of the cohesive mixture for even distribution of agglomerate size after spheroidization and subsequent higher emitted dose with lower variation. Magnesium stearate was employed as a tertiary component to adjust the interparticle force for better aerosolization. At optimized mixing pressure, co-grinding lactose with magnesium stearate before jet mixing displayed further improvement of fine particle fraction to 71.6 ± 3.1 %. The superior fine particle deposition efficiency contributed to rapid onset of action and a high bioavailability of 67.0 % after intratracheal administration to rats. Overall, an inhalable melatonin dry powder formulation exhibiting good aerosol property and lung deposition with clinical translation potential was developed.
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Affiliation(s)
- Qingzhen Zhang
- Department of Chemical and Environmental Engineering, University of Nottingham Ningbo China, Ningbo, Zhejiang, 315100, China
| | - Shanglong Kou
- Shenzhen Relx Tech. Co. Ltd., Shenzhen, Guangdong, 518000, China
| | - Yingtong Cui
- Shenzhen Relx Tech. Co. Ltd., Shenzhen, Guangdong, 518000, China
| | - Jie Dong
- Suzhou Inhal Pharma Co., Ltd, Suzhou, Jiangsu, 215000, China
| | - Yuqing Ye
- Nottingham Ningbo China Beacons of Excellence Research and Innovation Institute, The University of Nottingham Ningbo China, 211 Xingguang Road, Ningbo, Zhejiang, 315100, China
| | - Yuanyuan Wang
- Shenzhen Relx Tech. Co. Ltd., Shenzhen, Guangdong, 518000, China
| | - Rui Lu
- Shenzhen Relx Tech. Co. Ltd., Shenzhen, Guangdong, 518000, China
| | - Xinduo Li
- Shenzhen Relx Tech. Co. Ltd., Shenzhen, Guangdong, 518000, China
| | - Yi Nie
- Nottingham Ningbo China Beacons of Excellence Research and Innovation Institute, The University of Nottingham Ningbo China, 211 Xingguang Road, Ningbo, Zhejiang, 315100, China
| | - Kaiqi Shi
- Suzhou Inhal Pharma Co., Ltd, Suzhou, Jiangsu, 215000, China
| | - Fang Chen
- Nottingham Ningbo China Beacons of Excellence Research and Innovation Institute, The University of Nottingham Ningbo China, 211 Xingguang Road, Ningbo, Zhejiang, 315100, China
| | - Philip Hall
- Department of Chemical and Environmental Engineering, University of Nottingham Ningbo China, Ningbo, Zhejiang, 315100, China; Nottingham Ningbo China Beacons of Excellence Research and Innovation Institute, The University of Nottingham Ningbo China, 211 Xingguang Road, Ningbo, Zhejiang, 315100, China
| | - Xiaoling Chen
- Shenzhen Relx Tech. Co. Ltd., Shenzhen, Guangdong, 518000, China
| | - Zheng Wang
- Department of Chemical and Environmental Engineering, University of Nottingham Ningbo China, Ningbo, Zhejiang, 315100, China; Nottingham Ningbo China Beacons of Excellence Research and Innovation Institute, The University of Nottingham Ningbo China, 211 Xingguang Road, Ningbo, Zhejiang, 315100, China.
| | - Xingtao Jiang
- Shenzhen Relx Tech. Co. Ltd., Shenzhen, Guangdong, 518000, China.
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