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Brako F, Nkwo M. Leveraging artificial intelligence for better translation of fibre-based pharmaceutical systems into real-world benefits. Pharm Dev Technol 2024:1-12. [PMID: 39166418 DOI: 10.1080/10837450.2024.2395422] [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: 07/12/2024] [Revised: 08/19/2024] [Accepted: 08/19/2024] [Indexed: 08/22/2024]
Abstract
The increasing prominence of biologics in the pharmaceutical market requires more advanced delivery systems to deliver these delicate and complex drug molecules for better therapeutic outcomes. Fibre technology has emerged as a promising approach for creating controlled and targeted drug delivery systems. Fibre-based drug delivery systems offer unprecedented opportunities for improving drug administration, fine-tuning release profiles, and advancing the realm of personalized medicine. These applications range from localized delivery at specific tissue sites to systemic drug administration while safeguarding the stability and integrity of delicate therapeutic compounds. Notwithstanding the promise of fibre-based drug delivery, several challenges such as non-scalability impede cost-effectiveness in the mass production of fibre systems. Biocompatibility and toxicity concerns must also be addressed. Furthermore, issues relating to stability, in-vitro in-vivo correlations, degradation rates, and by-product safety present additional hurdles. Pharmacoinformatics shows the impact of technologies in pharmaceutical processes. Emerging technologies such as Artificial Intelligence (AI) are a transformative force, progressively being applied to enhance various facets of pharmacy, medication development, and clinical healthcare support. However, there is a dearth of studies about the integration of AI in facilitating the translation of predominantly lab-scale pharmaceutical technologies into real-world healthcare interventions. This article explores the application of AI in fibre technology, its potential, challenges, and practical applications within the pharmaceutical field. Through a comprehensive analysis, it presents how the immense capabilities of AI can be leveraged with existing fibre technologies to revolutionize drug delivery and shape the future of therapeutic interventions by enhancing scalability, material integrity, synthesis, and development.
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Affiliation(s)
- Francis Brako
- Department of Engineering and Science, University of Greenwich, London, UK
| | - Makuochi Nkwo
- Department of Engineering and Science, School of Computing and Mathematical Sciences, University of Greenwich, Old Royal Naval College, London, UK
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Agiba AM, Elsayyad N, ElShagea HN, Metwalli MA, Mahmoudsalehi AO, Beigi-Boroujeni S, Lozano O, Aguirre-Soto A, Arreola-Ramirez JL, Segura-Medina P, Hamed RR. Advances in Light-Responsive Smart Multifunctional Nanofibers: Implications for Targeted Drug Delivery and Cancer Therapy. Pharmaceutics 2024; 16:1017. [PMID: 39204362 PMCID: PMC11359459 DOI: 10.3390/pharmaceutics16081017] [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: 06/27/2024] [Revised: 07/28/2024] [Accepted: 07/29/2024] [Indexed: 09/04/2024] Open
Abstract
Over the last decade, scientists have shifted their focus to the development of smart carriers for the delivery of chemotherapeutics in order to overcome the problems associated with traditional chemotherapy, such as poor aqueous solubility and bioavailability, low selectivity and targeting specificity, off-target drug side effects, and damage to surrounding healthy tissues. Nanofiber-based drug delivery systems have recently emerged as a promising drug delivery system in cancer therapy owing to their unique structural and functional properties, including tunable interconnected porosity, a high surface-to-volume ratio associated with high entrapment efficiency and drug loading capacity, and high mass transport properties, which allow for controlled and targeted drug delivery. In addition, they are biocompatible, biodegradable, and capable of surface functionalization, allowing for target-specific delivery and drug release. One of the most common fiber production methods is electrospinning, even though the relatively two-dimensional (2D) tightly packed fiber structures and low production rates have limited its performance. Forcespinning is an alternative spinning technology that generates high-throughput, continuous polymeric nanofibers with 3D structures. Unlike electrospinning, forcespinning generates fibers by centrifugal forces rather than electrostatic forces, resulting in significantly higher fiber production. The functionalization of nanocarriers on nanofibers can result in smart nanofibers with anticancer capabilities that can be activated by external stimuli, such as light. This review addresses current trends and potential applications of light-responsive and dual-stimuli-responsive electro- and forcespun smart nanofibers in cancer therapy, with a particular emphasis on functionalizing nanofiber surfaces and developing nano-in-nanofiber emerging delivery systems for dual-controlled drug release and high-precision tumor targeting. In addition, the progress and prospective diagnostic and therapeutic applications of light-responsive and dual-stimuli-responsive smart nanofibers are discussed in the context of combination cancer therapy.
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Affiliation(s)
- Ahmed M. Agiba
- School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey 64849, Mexico; (A.M.A.); (A.O.M.); (A.A.-S.)
| | - Nihal Elsayyad
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, October for Modern Sciences and Arts University, Cairo 12451, Egypt;
| | - Hala N. ElShagea
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, Ahram Canadian University, Cairo 12451, Egypt;
| | - Mahmoud A. Metwalli
- El Demerdash Hospital, Faculty of Medicine, Ain Shams University, Cairo 11591, Egypt;
| | - Amin Orash Mahmoudsalehi
- School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey 64849, Mexico; (A.M.A.); (A.O.M.); (A.A.-S.)
| | - Saeed Beigi-Boroujeni
- School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey 64849, Mexico; (A.M.A.); (A.O.M.); (A.A.-S.)
| | - Omar Lozano
- School of Medicine and Health Sciences, Tecnológico de Monterrey, Monterrey 64849, Mexico;
- Institute for Obesity Research, Tecnológico de Monterrey, Monterrey 64849, Mexico
| | - Alan Aguirre-Soto
- School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey 64849, Mexico; (A.M.A.); (A.O.M.); (A.A.-S.)
| | - Jose Luis Arreola-Ramirez
- Department of Bronchial Hyperresponsiveness, National Institute of Respiratory Diseases “Ismael Cosío Villegas”, Mexico City 14080, Mexico;
| | - Patricia Segura-Medina
- Department of Bronchial Hyperresponsiveness, National Institute of Respiratory Diseases “Ismael Cosío Villegas”, Mexico City 14080, Mexico;
- School of Medicine and Health Sciences, Tecnológico de Monterrey, Mexico City 14380, Mexico
| | - Raghda Rabe Hamed
- Department of Industrial Pharmacy, College of Pharmaceutical Sciences and Drug Manufacturing, Misr University for Science and Technology, Cairo 12566, Egypt;
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Liu H, Bai Y, Huang C, Wang Y, Ji Y, Du Y, Xu L, Yu DG, Bligh SWA. Recent Progress of Electrospun Herbal Medicine Nanofibers. Biomolecules 2023; 13:184. [PMID: 36671570 PMCID: PMC9855805 DOI: 10.3390/biom13010184] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 12/28/2022] [Accepted: 01/09/2023] [Indexed: 01/18/2023] Open
Abstract
Herbal medicine has a long history of medical efficacy with low toxicity, side effects and good biocompatibility. However, the bioavailability of the extract of raw herbs and bioactive compounds is poor because of their low water solubility. In order to overcome the solubility issues, electrospinning technology can offer a delivery alternative to resolve them. The electrospun fibers have the advantages of high specific surface area, high porosity, excellent mechanical strength and flexible structures. At the same time, various natural and synthetic polymer-bound fibers can mimic extracellular matrix applications in different medical fields. In this paper, the development of electrospinning technology and polymers used for incorporating herbal medicine into electrospun nanofibers are reviewed. Finally, the recent progress of the applications of these herbal medicine nanofibers in biomedical (drug delivery, wound dressing, tissue engineering) and food fields along with their future prospects is discussed.
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Affiliation(s)
- Hang Liu
- School of Materials and Chemistry, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Yubin Bai
- School of Materials and Chemistry, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Chang Huang
- School of Materials and Chemistry, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Ying Wang
- School of Materials and Chemistry, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Yuexin Ji
- School of Materials and Chemistry, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Yutong Du
- School of Materials and Chemistry, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Lin Xu
- School of Materials and Chemistry, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Deng-Guang Yu
- School of Materials and Chemistry, University of Shanghai for Science and Technology, Shanghai 200093, China
| | - Sim Wan Annie Bligh
- School of Health Sciences, Caritas Institute of Higher Education, Hong Kong 999077, China
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Priyanto A, Hapidin DA, Khairurrijal K. Potential Loading of Virgin Coconut Oil into Centrifugally‐Spun Nanofibers for Biomedical Applications. CHEMBIOENG REVIEWS 2022. [DOI: 10.1002/cben.202100043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Aan Priyanto
- Institut Teknologi Bandung Department of Physics Jalan Ganesa 10 40132 Bandung Indonesia
| | - Dian Ahmad Hapidin
- Institut Teknologi Bandung Department of Physics Jalan Ganesa 10 40132 Bandung Indonesia
| | - Khairurrijal Khairurrijal
- Institut Teknologi Bandung Department of Physics Jalan Ganesa 10 40132 Bandung Indonesia
- Institut Teknologi Bandung University Center of Excellence – Nutraceutical, Bioscience and Biotechnology Research Center Jalan Ganesa 10 40132 Bandung Indonesia
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García-Valderrama EJ, Mamidi N, Antunes-Ricardo M, Gutiérrez-Uribe JA, Del Angel-Sanchez K, Elías-Zúñiga A. Engineering and Evaluation of Forcespun Gelatin Nanofibers as an Isorhamnetin Glycosides Delivery System. Pharmaceutics 2022; 14:pharmaceutics14061116. [PMID: 35745689 PMCID: PMC9229772 DOI: 10.3390/pharmaceutics14061116] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 05/15/2022] [Accepted: 05/19/2022] [Indexed: 02/01/2023] Open
Abstract
Opuntia ficus-indica (L.) Mill (OFI) is considered a natural source of bioactive phytochemicals, mainly isorhamnetin glycosides (IRGs). These compounds have demonstrated antioxidant, anti-inflammatory, and anticancer activities, among others. The development of a suitable delivery system for these compounds is needed to improve their chemical and biological stability. This study aimed to evaluate the feasibility of fabrication and characterization of IRG-loaded gelatin (GL) forcespun fibers and crosslinking with glutaraldehyde (GTA). Two different percentages (25% and 30% w/v) of GL were evaluated with 12% (w/v) OFI flour to obtain nanofibers GL/OFI1 and GL/OFI2, respectively. The morphology and physicochemical properties of the fibers were investigated. The results indicated that the diameters of the fibers were on the nanoscale. The amount of IRGs was determined using high-performance liquid chromatography (HPLC). The IRGs release and the cytocompatibility of the nanofibers were also evaluated. GL concentration significantly affected the IRG release. Among both nanofibers, the GL/OFI2 nanofiber achieved a cumulative IRGs release of 63% after 72 h. Both fibers were shown to be biocompatible with human skin/fibroblast cells. Specifically, GL/OFI1 nanofibers exhibited favorable features for their application as an extract-coupled release system. The IRGs-embedded GL nanofiber mats may become a good alternative for the delivery of phytochemicals for the health sector and biomedical applications.
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Affiliation(s)
- Elsy J. García-Valderrama
- Tecnologico de Monterrey, Centro de Biotecnología-FEMSA, Av. Eugenio Garza Sada 2501 Sur., Monterrey C.P. 64849, Mexico; (E.J.G.-V.); (M.A.-R.)
| | - Narsimha Mamidi
- Tecnologico de Monterrey, Department of Chemistry and Nanotechnoloogy, Campus Monterrey, Escuela de Ingeniería y Ciencias, Av. Eugenio Garza Sada 2501 Sur., Monterrey C.P. 64849, Mexico; (K.D.A.-S.); (A.E.-Z.)
- Correspondence: (N.M.); (J.A.G.-U.); Tel.: +52-222-303-2000 (ext. 2272) (J.A.G.-U.)
| | - Marilena Antunes-Ricardo
- Tecnologico de Monterrey, Centro de Biotecnología-FEMSA, Av. Eugenio Garza Sada 2501 Sur., Monterrey C.P. 64849, Mexico; (E.J.G.-V.); (M.A.-R.)
- Tecnologico de Monterrey, The Institute for Obesity Research, Av. Eugenio Garza Sada 2501 Sur., Monterrey C.P. 64849, Mexico
| | - Janet A. Gutiérrez-Uribe
- Tecnologico de Monterrey, Centro de Biotecnología-FEMSA, Av. Eugenio Garza Sada 2501 Sur., Monterrey C.P. 64849, Mexico; (E.J.G.-V.); (M.A.-R.)
- Tecnologico de Monterrey, The Institute for Obesity Research, Av. Eugenio Garza Sada 2501 Sur., Monterrey C.P. 64849, Mexico
- Tecnologico de Monterrey, Campus Puebla, Av. Atlixcáyotl 5718, Puebla C.P. 72453, Mexico
- Correspondence: (N.M.); (J.A.G.-U.); Tel.: +52-222-303-2000 (ext. 2272) (J.A.G.-U.)
| | - Karina Del Angel-Sanchez
- Tecnologico de Monterrey, Department of Chemistry and Nanotechnoloogy, Campus Monterrey, Escuela de Ingeniería y Ciencias, Av. Eugenio Garza Sada 2501 Sur., Monterrey C.P. 64849, Mexico; (K.D.A.-S.); (A.E.-Z.)
| | - Alex Elías-Zúñiga
- Tecnologico de Monterrey, Department of Chemistry and Nanotechnoloogy, Campus Monterrey, Escuela de Ingeniería y Ciencias, Av. Eugenio Garza Sada 2501 Sur., Monterrey C.P. 64849, Mexico; (K.D.A.-S.); (A.E.-Z.)
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Priyanto A, Hapidin DA, Suciati T, Khairurrijal K. Current Developments on Rotary Forcespun Nanofibers and Prospects for Edible Applications. FOOD ENGINEERING REVIEWS 2022. [DOI: 10.1007/s12393-021-09304-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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Nanofiber Systems as Herbal Bioactive Compounds Carriers: Current Applications in Healthcare. Pharmaceutics 2022; 14:pharmaceutics14010191. [PMID: 35057087 PMCID: PMC8781881 DOI: 10.3390/pharmaceutics14010191] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 01/07/2022] [Accepted: 01/11/2022] [Indexed: 12/31/2022] Open
Abstract
Nanofibers have emerged as a potential novel platform due to their physicochemical properties for healthcare applications. Nanofibers’ advantages rely on their high specific surface-area-to-volume and highly porous mesh. Their peculiar assembly allows cell accommodation, nutrient infiltration, gas exchange, waste excretion, high drug release rate, and stable structure. This review provided comprehensive information on the design and development of natural-based polymer nanofibers with the incorporation of herbal medicines for the treatment of common diseases and their in vivo studies. Natural and synthetic polymers have been widely used for the fabrication of nanofibers capable of mimicking extracellular matrix structure. Among them, natural polymers are preferred because of their biocompatibility, biodegradability, and similarity with extracellular matrix proteins. Herbal bioactive compounds from natural extracts have raised special interest due to their prominent beneficial properties in healthcare. Nanofiber properties allow these systems to serve as bioactive compound carriers to generate functional matrices with antimicrobial, anti-inflammatory, antioxidant, antiseptic, anti-viral, and other properties which have been studied in vitro and in vivo, mostly to prove their wound healing capacity and anti-inflammation properties.
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Rodriguez C, Padilla V, Lozano K, Ahmad F, Chapa A, Villarreal A, McDonald A, Materon L, Gilkerson R. Cell proliferative properties of Forcespinning® nopal composite nanofibers. J BIOACT COMPAT POL 2021. [DOI: 10.1177/08839115211060404] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
In this study, Forcespinning® was used to produce nanofibers composed of Opuntia cochenillifera, “nopal,” mucilage (N) extract, chitosan (CH), and pullulan (PL) (N/CH/PL). These nopal-incorporating nanofibers were examined for their ability to sustain adhesion and proliferation of mouse embryonic fibroblast (NIH 3T3) cells. After a 6-day incubation period, N/CH/PL nanofibers displayed robust cell proliferation, with continued cell growth after an extended incubation period of 14 days. These results demonstrate that natural bioactive compounds can be combined with biodegradable polymers to provide an enhanced environment for cell growth, suggesting potential natural active ingredients as alternatives in wound dressings.
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Affiliation(s)
- Cristobal Rodriguez
- Department of Biology, The University of Texas Rio Grande Valley, Edinburg, TX, USA
| | - Victoria Padilla
- Department of Mechanical Engineering, The University of Texas Rio Grande Valley, Edinburg, TX, USA
| | - Karen Lozano
- Department of Mechanical Engineering, The University of Texas Rio Grande Valley, Edinburg, TX, USA
| | - Fariha Ahmad
- Department of Mechanical Engineering, The University of Texas Rio Grande Valley, Edinburg, TX, USA
| | - Alejandra Chapa
- Department of Biology, The University of Texas Rio Grande Valley, Edinburg, TX, USA
| | - Alexa Villarreal
- Department of Mechanical Engineering, The University of Texas Rio Grande Valley, Edinburg, TX, USA
| | - Andrew McDonald
- Department of Biology, The University of Texas Rio Grande Valley, Edinburg, TX, USA
| | - Luis Materon
- Department of Biology, The University of Texas Rio Grande Valley, Edinburg, TX, USA
| | - Robert Gilkerson
- Department of Biology, The University of Texas Rio Grande Valley, Edinburg, TX, USA
- Department of Clinical Laboratory Sciences, The University of Texas Rio Grande Valley, Edinburg, TX, USA
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