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Islam N, Suwandecha T, Srichana T. Dry powder inhaler design and particle technology in enhancing Pulmonary drug deposition: challenges and future strategies. Daru 2024; 32:761-779. [PMID: 38861247 PMCID: PMC11555000 DOI: 10.1007/s40199-024-00520-3] [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: 09/18/2023] [Accepted: 04/27/2024] [Indexed: 06/12/2024] Open
Abstract
OBJECTIVES The efficient delivery of drugs from dry powder inhaler (DPI) formulations is associated with the complex interaction between the device design, drug formulations, and patient's inspiratory forces. Several challenges such as limited emitted dose of drugs from the formulation, low and variable deposition of drugs into the deep lungs, are to be resolved for obtaining the efficiency in drug delivery from DPI formulations. The objective of this study is to review the current challenges of inhaled drug delivery technology and find a way to enhance the efficiency of drug delivery from DPIs. METHODS/EVIDENCE ACQUISITION Using appropriate keywords and phrases as search terms, evidence was collected from the published articles following SciFinder, Web of Science, PubMed and Google Scholar databases. RESULTS Successful lung drug delivery from DPIs is very challenging due to the complex anatomy of the lungs and requires an integrated strategy for particle technology, formulation design, device design, and patient inhalation force. New DPIs are still being developed with limited performance and future device design employs computer simulation and engineering technology to overcome the ongoing challenges. Many issues of drug formulation challenges and particle technology are concerning factors associated with drug dispersion from the DPIs into deep lungs. CONCLUSION This review article addressed the appropriate design of DPI devices and drug formulations aligned with the patient's inhalation maneuver for efficient delivery of drugs from DPI formulations.
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Affiliation(s)
- Nazrul Islam
- Pharmacy Discipline, School of Clinical Sciences, Faculty of Health, Queensland University of Technology, Brisbane, QLD, Australia.
- Centre for Immunology and Infection Control (CIIC), Queensland University of Technology, Brisbane, QLD, Australia.
| | - Tan Suwandecha
- Drug and Cosmetic Excellence Center and School of Pharmacy, Walailak University, Thasala, Nakhon Si Thammarat, 80160, Thailand
| | - Teerapol Srichana
- Drug Delivery System Excellence Center and Department of Pharmaceutical Technology, Prince of Songkla University, Hat Yai, Songkla, 90110, Thailand.
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2
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Reza Sayah M, Ebrahimi S, Mirafzal I, Shamloo A. Investigation of the size and shape of nano-microcarriers for targeted drug delivery to atherosclerotic plaque in ischemic stroke prevention. Int J Pharm 2024; 662:124469. [PMID: 39004292 DOI: 10.1016/j.ijpharm.2024.124469] [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: 05/02/2024] [Revised: 07/08/2024] [Accepted: 07/11/2024] [Indexed: 07/16/2024]
Abstract
Recognizing the significance of drug carriers in the treatment of atherosclerotic plaque is crucial in light of the worldwide repercussions of ischemic stroke. Conservative methodologies, specifically targeted drug delivery, present encouraging substitutes that mitigate the hazards linked to invasive procedures. With the intention of illuminating their considerable significance and prospective benefits, this study examines the impact of the geometry and dimensions of drug-loaded nano-microcarriers on atherosclerotic plaque. The research utilizes a finite element approach to simulate the motion and fluid dynamics of nano-microcarriers loaded with drugs within the carotid arteries. Carriers are available in a variety of shapes and sizes to accommodate patient-specific geometries, pulsatile fluid flow, and non-Newtonian blood properties. Optimization of drug delivery is achieved through the examination of carrier interaction with the inner wall. The results demonstrated that the interaction data between particles and the inner wall of atherosclerotic plaques exhibits micro- and nanoscale patterns that are distinct. Symmetric plaques demonstrate that nanoparticles with a 0.4 shape factor and diameters below 200 nm show the highest interaction rate. Conversely, larger particles (200 and 500 nm) with shape factors of 1 demonstrate comparatively elevated interaction rates. The optimal shape factor for drug-loaded microparticles has been determined to be one, and the number of interactions increases as the diameter of the nanoparticles increases, with a significant increase observed at a shape factor of one. Asymmetric plaques exhibit the maximum interaction rates among particles that have a shape factor of 0.4 and have diameters smaller than 500 µm. The findings establish a foundation for novel therapeutic strategies, establishing nano-microparticles as auspicious contenders for accurate and efficacious drug delivery systems that inhibit plaque proliferation.
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Affiliation(s)
- Mohammad Reza Sayah
- School of Mechanical Engineering, Sharif University of Technology, Tehran, Iran
| | - Sina Ebrahimi
- School of Mechanical Engineering, Sharif University of Technology, Tehran, Iran
| | - Iman Mirafzal
- School of Mechanical Engineering, Sharif University of Technology, Tehran, Iran
| | - Amir Shamloo
- School of Mechanical Engineering, Sharif University of Technology, Tehran, Iran.
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3
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Amiri Z, Bayatian M, Mozafari S. Numerical simulation application in occupational health studies: a review. INTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS 2024; 30:946-967. [PMID: 39031049 DOI: 10.1080/10803548.2024.2369423] [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] [Indexed: 07/22/2024]
Abstract
Most occupational hazardous agents in workplaces should be evaluated and controlled. Different methods exist for identifying, evaluating and controlling these agents, such as numerical simulation tools. Numerical simulations can help experts to improve occupational health. Due to the importance and abilities of numerical simulations, this study divided occupational hazardous agents into 10 subgroups. These subgroups included air pollution, ventilation, respiratory airways, noise and vibration, lighting, radiation, ergonomics, fire and explosion, risk assessment and personal protective equipment. Recent research studies in each subgroup were then reviewed, and the codes and software used in simulations were determined. The results show that Fluent software and k-ϵ turbulence models are the most used in occupational health studies simulations. Today, different codes and software have been developed for simulation, and we suggest their use in occupational health studies.
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Affiliation(s)
- Zahra Amiri
- Department of Occupational Health Engineering, Faculty of Health, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Majid Bayatian
- Department of Occupational Health Engineering, Faculty of Health, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Sajjad Mozafari
- Department of Occupational Health Engineering, Faculty of Health, Tehran University of Medical Sciences, Tehran, Iran
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4
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Tanprasert S, Kampeewichean C, Shiratori S, Piemjaiswang R, Chalermsinsuwan B. Non-spherical drug particle deposition in human airway using computational fluid dynamics and discrete element method. Int J Pharm 2023; 639:122979. [PMID: 37100258 DOI: 10.1016/j.ijpharm.2023.122979] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 04/05/2023] [Accepted: 04/19/2023] [Indexed: 04/28/2023]
Abstract
Currently, the air pollution and the respiratory disease problems that affect human health are increasing rapidly. Hence, there is attention for trend prediction of the located deposition of inhaled particles. In this study, Weibel's based human airway model (G0-G5) was employed. The computational fluid dynamics and discrete element method (CFD-DEM) simulation was successfully validated by comparison to the previous research studies. The CFD-DEM achieves a better balance between numerical accuracy and computational requirement when comparing with the other methods. Then, the model was used to analyze the non-spherical drug transport with different drug particle sizes, shapes, density, and concentrations. The results found that all the studied factors affected the drug deposition and particle out-mass percentage except the drug concentration. The drug deposition was increased with the increasing of particle size and particle density due to the influence of particle inertia. The Tomahawk-shaped drug deposited easier than the cylindrical drug shape because of the different drag behavior. For the effect of airway geometries, G0 was the maximum deposited zone and G3 was the minimum deposited zone. The boundary layer was found around bifurcation due to the shear force at the wall. Finally, the knowledge can give an essential recommendation for curing patients with pharmaceutical aerosol. The design suggestion of a proper drug delivery device can be summarized.
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Affiliation(s)
- Sorathan Tanprasert
- Fuels Research Center, Department of Chemical Technology, Faculty of Science, Chulalongkorn University, 254 Phayathai Road, Wangmai, Pathumwan, Bangkok 10330, Thailand
| | - Chanida Kampeewichean
- Fuels Research Center, Department of Chemical Technology, Faculty of Science, Chulalongkorn University, 254 Phayathai Road, Wangmai, Pathumwan, Bangkok 10330, Thailand
| | - Shuichi Shiratori
- Division of Nuclear Medicine, Department of Radiology, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Ratchanon Piemjaiswang
- Environmental Research Institute, Chulalongkorn University, Institute Building 2, 254 Phayathai Road, Wangmai, Pathumwan, Bangkok, 10330, Thailand
| | - Benjapon Chalermsinsuwan
- Fuels Research Center, Department of Chemical Technology, Faculty of Science, Chulalongkorn University, 254 Phayathai Road, Wangmai, Pathumwan, Bangkok 10330, Thailand; Center of Excellence on Petrochemical and Materials Technology, Chulalongkorn University, 254 Phayathai Road, Wangmai, Pathumwan, Bangkok 10330, Thailand; Advanced Computational Fluid Dynamics Research Unit, Chulalongkorn University, 254 Phayathai Road, Wangmai, Pathumwan, Bangkok 10330, Thailand.
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5
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Farhoodi S, Heidarinejad G, Roozbahani MH. Evaluation of Airflow Sensitivity to the Truncation Level of a Realistic Human Airway Model in an Accurate Numerical Simulation. J Biomed Phys Eng 2022; 12:403-416. [PMID: 36059287 PMCID: PMC9395626 DOI: 10.31661/jbpe.v0i0.2201-1452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 05/17/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND The truncation level of human airways is an influential factor in the analysis of respiratory flow in numerical simulations. Due to computational limitations and limited resolution of diagnostic medical imaging equipment, a truncated geometry of airways is always investigated. OBJECTIVE This study aimed to employ image-based geometries with zero generation and 5th-generation truncation levels and assess bronchial airways truncation's effect on tracheal airflow characteristics. MATERIAL AND METHODS In this numerical study, computational fluid dynamics was employed to solve the respiratory flow in a realistic human airway model using the large eddy simulation technique coupling with the wall-adapting local eddy-viscosity (WALE) sub-grid scale model. The accuracy of numerical simulations was ensured by examining the large eddy simulation index of quality and Kolmogorov's K-5/3 law. RESULTS The turbulent kinetic energy along the trachea has increased abnormally in the geometry with the zero-generation truncation level, and more severe fluctuations occurred in the velocity field of this geometry, which increased the tendency of each point to rotate. Compared to the extended model, the airflow's more chaotic behavior prevented larger-scale vortices from forming in the geometry with the zero-generation truncation level. Larger-scale vortices in the extended model caused the primary flow passing next to the vortices to accelerate more intensely, increasing the wall shear stress peaks in this geometry. CONCLUSION Eliminating the bronchial airways caused changes in tracheal airflow characteristics.
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Affiliation(s)
- Saeed Farhoodi
- MSc, Faculty of Mechanical Engineering, Tarbiat Modares University, Tehran, Iran
| | - Ghassem Heidarinejad
- PhD, Faculty of Mechanical Engineering, Tarbiat Modares University, Tehran, Iran
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6
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Kadota K, Matsumoto K, Uchiyama H, Tobita S, Maeda M, Maki D, Kinehara Y, Tachibana I, Sosnowski TR, Tozuka Y. In silico evaluation of particle transport and deposition in the airways of individual patients with chronic obstructive pulmonary disease. Eur J Pharm Biopharm 2022; 174:10-19. [DOI: 10.1016/j.ejpb.2022.03.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 03/15/2022] [Accepted: 03/24/2022] [Indexed: 11/04/2022]
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7
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Wahab S, Alshahrani MY, Ahmad MF, Abbas H. Current trends and future perspectives of nanomedicine for the management of colon cancer. Eur J Pharmacol 2021; 910:174464. [PMID: 34474029 DOI: 10.1016/j.ejphar.2021.174464] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 08/27/2021] [Accepted: 08/27/2021] [Indexed: 02/07/2023]
Abstract
Colon cancer (CC) kills countless people every year throughout the globe. It persists as one of the highly lethal diseases to be treated because the overall survival rate for CC is meagre. Early diagnosis and efficient treatments are two of the biggest hurdles in the fight against cancer. In the present work, we will review thriving strategies for CC targeted drug delivery and critically explain the most recent progressions on emerging novel nanotechnology-based drug delivery systems. Nanotechnology-based animal and human clinical trial studies targeting CC are discussed. Advancements in nanotechnology-based drug delivery systems intended to enhance cellular uptake, improved pharmacokinetics and effectiveness of anticancer drugs have facilitated the powerful targeting of specific agents for CC therapy. This review provides insight into current progress and future opportunities for nanomedicines as potential curative targets for CC treatment. This information could be used as a platform for the future expansion of multi-functional nano constructs for CC's advanced detection and functional drug delivery.
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Affiliation(s)
- Shadma Wahab
- Department of Pharmacognosy, College of Pharmacy, King Khalid University, Abha, Saudi Arabia.
| | - Mohammad Y Alshahrani
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Khalid University, Abha, Saudi Arabia
| | - Md Faruque Ahmad
- Department of Clinical Nutrition, College of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia
| | - Hashim Abbas
- Queens Medical Center, Nottingham University Hospitals, NHS, Nottingham, UK
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8
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Suenaga K, Hira D, Ishido E, Koide H, Ueshima S, Okuda T, Yamaguchi M, Morita SY, Okamoto H, Okano T, Nakano Y, Terada T, Kakumoto M. Incorrect Holding Angle of Dry Powder Inhaler during the Drug-Loading Step Significantly Decreases Output Efficiency. Biol Pharm Bull 2021; 44:822-829. [PMID: 34078814 DOI: 10.1248/bpb.b21-00009] [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] [Indexed: 11/22/2022]
Abstract
It is well known that correct use of inhalers plays a critical role in optimal inhalation therapy, but the impact of incorrect inhaler use on pulmonary drug delivery has not been quantitatively evaluated. The aim of this study was to investigate the frequency of holding inhalers at incorrect angles during the drug-loading step while using Turbuhaler® and to quantify the influence of the inhaler angle on in vitro pulmonary delivery. Thirty patients prescribed Turbuhaler® at Shiga University of Medical Science Hospital were enrolled. During inhalation, the participants' inhalation techniques were assessed by clinical pharmacists. Additionally, the influence of the inhaler angle on pulmonary delivery of budesonide via Symbicort® Turbuhaler® was investigated using a Twin-Stage Liquid Impinger. Output efficiency (OE), stage 2 deposition (St2), and OE × St2 were calculated. An incorrect angle during the drug-loading step was observed in 33.3% of the participants. In vitro testing demonstrated that OE, an index of the loaded dose, significantly decreased by 73.3% at an incorrect angle, while St2, an index of the deagglomerating efficiency, was stable independent of the holding angle. OE × St2, indicating the bronchial and pulmonary drug delivery amount, decreased by 76.9%. An incorrect holding angle reduced the loaded dose, resulting in decreased pulmonary delivery. Error in the inhaler angle occurs frequently and demonstrates a considerable impact on pulmonary drug delivery. Hence, it is necessary to assess the Turbuhaler® angle during inhalation.
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Affiliation(s)
- Kana Suenaga
- College of Pharmaceutical Sciences, Ritsumeikan University
| | - Daiki Hira
- College of Pharmaceutical Sciences, Ritsumeikan University.,Department of Pharmacy, Shiga University of Medical Science Hospital
| | - Eri Ishido
- College of Pharmaceutical Sciences, Ritsumeikan University
| | - Hiroyoshi Koide
- Department of Pharmacy, Shiga University of Medical Science Hospital
| | | | | | | | - Shin-Ya Morita
- Department of Pharmacy, Shiga University of Medical Science Hospital
| | | | - Tomonobu Okano
- College of Pharmaceutical Sciences, Ritsumeikan University
| | - Yasutaka Nakano
- Department of Respiratory Medicine, Shiga University of Medical Science
| | - Tomohiro Terada
- Department of Pharmacy, Shiga University of Medical Science Hospital
| | - Mikio Kakumoto
- College of Pharmaceutical Sciences, Ritsumeikan University
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9
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Lavanya MN, Preethi R, Moses JA, Anandharamakrishnan C. Aerosol-based Pulmonary Delivery of Therapeutic Molecules from Food Sources: Delivery Mechanism, Research Trends, and the Way Forward. FOOD REVIEWS INTERNATIONAL 2021. [DOI: 10.1080/87559129.2021.1888971] [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)
- M. N. Lavanya
- Computational Modeling and Nanoscale Processing Unit, Indian Institute of Food Processing Technology (IIFPT), Ministry of Food Processing Industries, Govt. Of India, India
| | - R. Preethi
- Computational Modeling and Nanoscale Processing Unit, Indian Institute of Food Processing Technology (IIFPT), Ministry of Food Processing Industries, Govt. Of India, India
| | - J. A. Moses
- Computational Modeling and Nanoscale Processing Unit, Indian Institute of Food Processing Technology (IIFPT), Ministry of Food Processing Industries, Govt. Of India, India
| | - C. Anandharamakrishnan
- Computational Modeling and Nanoscale Processing Unit, Indian Institute of Food Processing Technology (IIFPT), Ministry of Food Processing Industries, Govt. Of India, India
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10
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Huang F, Zhu Q, Zhou X, Gou D, Yu J, Li R, Tong Z, Yang R. Role of CFD based in silico modelling in establishing an in vitro-in vivo correlation of aerosol deposition in the respiratory tract. Adv Drug Deliv Rev 2021; 170:369-385. [PMID: 32971228 DOI: 10.1016/j.addr.2020.09.007] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 08/02/2020] [Accepted: 09/17/2020] [Indexed: 12/14/2022]
Abstract
Effective evaluation and prediction of aerosol transport deposition in the human respiratory tracts are critical to aerosol drug delivery and evaluation of inhalation products. Establishment of an in vitro-in vivo correlation (IVIVC) requires the understanding of flow and aerosol behaviour and underlying mechanisms at the microscopic scale. The achievement of the aim can be facilitated via computational fluid dynamics (CFD) based in silico modelling which treats the aerosol delivery as a two-phase flow. CFD modelling research, in particular coupling with discrete phase model (DPM) and discrete element method (DEM) approaches, has been rapidly developed in the past two decades. This paper reviews the recent development in this area. The paper covers the following aspects: geometric models of the respiratory tract, CFD turbulence models for gas phase and its coupling with DPM/DEM for aerosols, and CFD investigation of the effects of key factors associated with geometric variations, flow and powder characteristics. The review showed that in silico study based on CFD models can effectively evaluate and predict aerosol deposition pattern in human respiratory tracts. The review concludes with recommendations on future research to improve in silico prediction to achieve better IVIVC.
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Affiliation(s)
- Fen Huang
- School of Energy and Environment, Southeast University, Nanjing 210096, China; Department of Chemical Engineering, Monash University, Clayton, Vic 3800, Australia
| | - Qixuan Zhu
- School of Materials Science and Engineering, University of New South Wales, Sydney, NSW 2052, Australia
| | - Xudong Zhou
- Department of Chemical Engineering, Monash University, Clayton, Vic 3800, Australia
| | - Dazhao Gou
- School of Materials Science and Engineering, University of New South Wales, Sydney, NSW 2052, Australia
| | - Jiaqi Yu
- Institute for Process Modelling and Optimization, JITRI, Suzhou 215000, China
| | - Renjie Li
- Institute for Process Modelling and Optimization, JITRI, Suzhou 215000, China
| | - Zhenbo Tong
- School of Energy and Environment, Southeast University, Nanjing 210096, China.
| | - Runyu Yang
- School of Materials Science and Engineering, University of New South Wales, Sydney, NSW 2052, Australia.
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11
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Challenges and opportunities in the delivery of cancer therapeutics: update on recent progress. Ther Deliv 2020; 12:55-76. [PMID: 33307811 DOI: 10.4155/tde-2020-0079] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Global cancer prevalence has continuously increased in the last decades despite substantial progress achieved for patient care. Cancer is no longer recognized as a singular disease but as a plurality of different ones, leading to the important choice of the drug administration route and promoting the development of novel drug-delivery systems (DDS). Due to their structural diversity, therapeutic cancer drugs present specific challenges in physicochemical properties that can adversely affect their efficacy and toxicity profile. These challenges are addressed by innovative DDS to improve bioavailability, pharmacokinetics and biodistribution profiles. Here, we define the drug delivery challenges related to oral, intravenous, subcutaneous or alternative routes of administration, and review innovative DDS, marketed or in development, that answer those challenges.
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12
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Chalvatzaki E, Chatoutsidou SE, Lazaridis M. Simulations of the deposition of pharmaceutical aerosols in the human respiratory tract by dry powder inhalers (DPIs). J Drug Deliv Sci Technol 2020. [DOI: 10.1016/j.jddst.2020.101915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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13
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Zhang X, Luo M, Wang E, Zheng L, Shu C. Numerical simulation of magnetic nano drug targeting to atherosclerosis: Effect of plaque morphology (stenosis degree and shoulder length). COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2020; 195:105556. [PMID: 32505972 DOI: 10.1016/j.cmpb.2020.105556] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 03/22/2020] [Accepted: 05/16/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND AND OBJECTIVE Nanoparticle-mediated targeted drug delivery is a promising option for treatment of atherosclerosis. However, the drug targeting may be affected by multiple factors. Considerable attentions have been focused on the influences of external factors, e.g., magnetic field, drug-loaded particle, but internal factors, e.g., plaque morphology (stenosis degree and shoulder length), have not received any attention yet. Therefore, we investigate the impact of plaque morphology on magnetic nanoparticles targeting under the action of an external field. METHOD Numerical simulation, based on Eulerian-Lagrangian coupled Fluid-Solid Interaction, is performed in ANSYS Workbench platform. Blood flow is solved by Navier-Stokes equation, particles are tracked by discrete phase model, and the incorporated effect is obtained by two-way method. Plaques with varying stenosis degrees and shoulder lengths are acquired by manually modifying the geometry of patient-specific. The quantified variables include targeted delivery efficiency (deposition+adhesive strength) of particles and plaque injury characterized by temporal-spatial averaged shear stress (TAWSS¯) during the process of drug transport, in which the critical deposition velocity is determined by plaques and particles, the DEFINE_DPM_BC and User Defined Memory are employed to evaluate whether the particles are deposited, and to store the total number and the adhesive strength of particles deposited on the plaque. RESULTS Results signify that, with an increment of plaque stenosis degree, the deposition of particle and the adhesive strength between particle and plaque decrease, while the TAWSS¯ increases. Furthermore, for the same stenosis degree, with the increase of plaque shoulder length, the deposition and the adhesive strength of particle increase, and the TAWSS¯ decreases. CONCLUSIONS Results demonstrates that the plaque with smaller stenosis degree or longer shoulder length may achieve a better treatment effect in view of the higher targeted delivery efficiency of particles and the lighter shear damage to plaque itself during the process of drug transport.
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Affiliation(s)
- Xuelan Zhang
- School of Energy and Environmental Engineering, University of Science and Technology Beijing, Beijing 10083, China; School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, China
| | - Mingyao Luo
- Department of Vascular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China
| | - Erhui Wang
- School of Energy and Environmental Engineering, University of Science and Technology Beijing, Beijing 10083, China; School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, China
| | - Liancun Zheng
- School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, China.
| | - Chang Shu
- Department of Vascular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China.
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14
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Zhang X, Zheng L, Luo M, Shu C, Wang E. Evaluation of particle shape, size and magnetic field intensity for targeted delivery efficiency and plaque injury in treating atherosclerosis. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2020.02.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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15
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Malvè M, Sánchez-Matás C, López-Villalobos JL. Modelling Particle Transport and Deposition in the Human Healthy and Stented Tracheobronchial Airways. Ann Biomed Eng 2020; 48:1805-1820. [PMID: 32215754 DOI: 10.1007/s10439-020-02493-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 03/15/2020] [Indexed: 12/27/2022]
Abstract
The main goal of this study is the quantification of the particle transport and deposition within the human airways during light, normal and exercise breathing conditions using the computational fluid dynamics. In particular we presented a comparison between healthy and stented airways. The considered tracheobronchial model is based on the Weibel symmetric model in which we have inserted the Dumon prosthesis at different locations and on the CT-based geometries of a healthy and a stented airway. The results indicate an important redistribution of the particle deposition locations. Local overdoses can be found in the proximal regions of the prostheses, independently of the breathing conditions, of the particle size and of the considered geometry. The presented work is aimed to contribute to the understanding of the particle deposition in the human lung and to improve drug-aerosol therapies. For patients that underwent airways reconstructive surgery, it can give detailed information about the deposition efficiency and it may help targeting specific airways regions.
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Affiliation(s)
- M Malvè
- Departamento de Ingeniería, Universidad Pública de Navarra, Campus Arrosadía s/n, E-31006, Pamplona, Spain. .,CIBER-BBN, Centro de Investigación Biomédica en Red - Bioingeniería, Biomateriales y Nanomedicina, C/Poeta Mariano Esquillor s/n, 50018, Zaragoza, Spain. .,Aragón Institute of Engineering Research, Universidad de Zaragoza, C/María de Luna s/n, 50018, Zaragoza, Spain.
| | - C Sánchez-Matás
- Department of Thoracic Surgery, University Hospital Virgen del Rocío, Avenida Manuel Siurot s/n, 41013, Sevilla, Spain
| | - J L López-Villalobos
- Department of Thoracic Surgery, University Hospital Virgen del Rocío, Avenida Manuel Siurot s/n, 41013, Sevilla, Spain
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16
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Ohsaki S, Mitani R, Fujiwara S, Nakamura H, Watano S. Effect of Particle-Wall Interaction and Particle Shape on Particle Deposition Behavior in Human Respiratory System. Chem Pharm Bull (Tokyo) 2020; 67:1328-1336. [PMID: 31787659 DOI: 10.1248/cpb.c19-00693] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Dry powder inhalation (DPI) has attracted much attention as a treatment for respiratory diseases owing to the large effective absorption area in a human respiratory system. Understanding the drug particle motion in the respiratory system and the deposition behavior is necessary to improve the efficiency of DPI. We conducted computer simulations using a model coupling a discrete element method and a computational fluid dynamics method (DEM-CFD) to evaluate the particle deposition in human respiratory system. A simple artificial respiratory model was developed, which numerically investigated the effect of particle properties and inhalation patterns on the particle deposition behavior. The DEM-CFD simulations demonstrated that the smaller- and lower-density particles showed higher reachability into the simple respiratory model, and the particle arrival ratio to the deep region strongly depended on the aerodynamic diameter. The particle arrival ratio can be described as an exponential function of the aerodynamic diameter. Furthermore, the exponential relationship between the particle reachability into the depth of the simple respiratory model and the aerodynamic diameter predicted the particle aerodynamic diameter based on the required reachability. The particle shape also had an impact on the particle deposition behavior. The rod-like particles with a larger aspect ratio indicated higher reachability into the depth of the simple respiratory model. This was attributed to the high velocity motion of the particles whose long axis was in the direction of the deep region.
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Affiliation(s)
- Shuji Ohsaki
- Department of Chemical Engineering, Osaka Prefecture University
| | - Ryosuke Mitani
- Department of Chemical Engineering, Osaka Prefecture University
| | - Saki Fujiwara
- Department of Chemical Engineering, Osaka Prefecture University
| | - Hideya Nakamura
- Department of Chemical Engineering, Osaka Prefecture University
| | - Satoru Watano
- Department of Chemical Engineering, Osaka Prefecture University
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17
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A particle technology approach toward designing dry-powder inhaler formulations for personalized medicine in respiratory diseases. ADV POWDER TECHNOL 2020. [DOI: 10.1016/j.apt.2019.10.013] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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18
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Kadota K, Inoue N, Matsunaga Y, Takemiya T, Kubo K, Imano H, Uchiyama H, Tozuka Y. Numerical simulations of particle behaviour in a realistic human airway model with varying inhalation patterns. J Pharm Pharmacol 2019; 72:17-28. [DOI: 10.1111/jphp.13195] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 10/21/2019] [Indexed: 01/09/2023]
Affiliation(s)
- Kazunori Kadota
- Osaka University of Pharmaceutical Sciences Takatsuki Osaka Japan
| | - Nana Inoue
- Osaka University of Pharmaceutical Sciences Takatsuki Osaka Japan
| | | | - Tetsushi Takemiya
- Siemens PLM Software Computational Dynamics K.K. Yokohama Kanagawa Japan
| | - Kenji Kubo
- Siemens PLM Software Computational Dynamics K.K. Yokohama Kanagawa Japan
| | - Hideki Imano
- Osaka University of Pharmaceutical Sciences Takatsuki Osaka Japan
| | | | - Yuichi Tozuka
- Osaka University of Pharmaceutical Sciences Takatsuki Osaka Japan
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19
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Piemjaiswang R, Shiratori S, Chaiwatanarat T, Piumsomboon P, Chalermsinsuwan B. Computational fluid dynamics simulation of full breathing cycle for aerosol deposition in trachea: Effect of breathing frequency. J Taiwan Inst Chem Eng 2019. [DOI: 10.1016/j.jtice.2019.02.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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