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Can Karaca A, Rezaei A, Qamar M, Assadpour E, Esatbeyoglu T, Jafari SM. Lipid-based nanodelivery systems of curcumin: Recent advances, approaches, and applications. Food Chem 2025; 463:141193. [PMID: 39276542 DOI: 10.1016/j.foodchem.2024.141193] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 09/03/2024] [Accepted: 09/06/2024] [Indexed: 09/17/2024]
Abstract
Despite its many beneficial effects, pharmaceutical applications of curcumin (CUR) are limited due to its chemical instability, low solubility/absorption and weak bioavailability. Recent advances in nanotechnology have enabled the development of CUR-loaded nanodelivery systems to tackle those issues. Within many different nanocarriers developed for CUR up to date, lipid-based nanocarriers (LBNs) are among the most extensively studied systems. LBNs such as nanoemulsions, solid lipid carriers, nanostructured phospholipid/surfactant carriers are shown to be potential delivery systems capable of improving the solubility, bioavailability, and chemical stability of CUR. The particle characteristics, stability, bioavailability, and release properties of CUR-loaded LBNs can be tailored via optimizing the formulation and processing parameters. This paper reviews the most recent studies on the development of various CUR-loaded LBNs. Approaches to the improvement of CUR bioavailability and release characteristics of LBNs are discussed. Furthermore, challenges in the development of CUR-loaded LBNs and their potential applications are presented.
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Affiliation(s)
- Asli Can Karaca
- Department of Food Engineering, Faculty of Chemical and Metallurgical Engineering, Istanbul Technical University, 34469 Istanbul, Turkey.
| | - Atefe Rezaei
- Department of Food Science and Technology, School of Nutrition and Food Science, Isfahan University of Medical Sciences, Isfahan, Iran; Nutrition and Food Security Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Muhammad Qamar
- Institute of Food Science and Nutrition, Bahauddin Zakariya University, Multan 60800, Pakistan
| | - Elham Assadpour
- Food Industry Research Co., Gorgan, Iran; Food and Bio-Nanotech International Research Center (Fabiano), Gorgan University of Agricultural Sciences and Natural Resources, Gorgan, Iran
| | - Tuba Esatbeyoglu
- Department of Molecular Food Chemistry and Food Development, Institute of Food and One Health, Gottfried Wilhelm Leibniz University Hannover, Am Kleinen Felde 30, 30167 Hannover, Germany
| | - Seid Mahdi Jafari
- Department of Food Materials and Process Design Engineering, Gorgan University of Agricultural Sciences and Natural Resources, Gorgan, Iran; Halal Research Center of IRI, Iran Food and Drug Administration, Ministry of Health and Medical Education, Tehran, Iran.
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2
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Gowda BJ, Ahmed MG, Thakur RRS, Donnelly RF, Vora LK. Microneedles as an Emerging Platform for Transdermal Delivery of Phytochemicals. Mol Pharm 2024; 21:6007-6033. [PMID: 39470172 PMCID: PMC11615954 DOI: 10.1021/acs.molpharmaceut.4c00894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 10/22/2024] [Accepted: 10/22/2024] [Indexed: 10/30/2024]
Abstract
Phytochemicals, which are predominantly found in plants, hold substantial medicinal value. Despite their potential, challenges such as poor oral bioavailability and instability in the gastrointestinal tract have limited their therapeutic use. Traditional intra/transdermal drug delivery systems offer some advantages over oral administration but still suffer from issues such as limited penetration depth, slow drug release rates, and inconsistent drug absorption. In contrast, microneedles (MNs) represent a significant advancement in intra/transdermal drug delivery by providing precise control over phytochemical delivery and enhanced penetration capabilities. By circumventing skin barriers, MNs directly access dermal layers rich in blood vessels and lymphatics, thus facilitating efficient phytochemical delivery. This review extensively discusses the obstacles of traditional oral delivery and the benefits of intra/transdermal delivery routes with a particular focus on the transformative potential of MNs for phytochemical delivery. This review explores the complexities of delivering phytochemicals through intra/transdermal routes, the development and types of MNs as innovative delivery tools, and the optimal design and properties of MNs for effective phytochemical delivery. Additionally, this review examines the versatile applications of MN-mediated phytochemical delivery, including its role in administering phytophotosensitizers for photodynamic therapy, and concludes with insights into relevant patents and future perspectives.
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Affiliation(s)
- B.H. Jaswanth Gowda
- School
of Pharmacy, Queen’s University Belfast,
Medical Biology Centre, Belfast BT9 7BL, United
Kingdom
- Department
of Pharmaceutics, Yenepoya Pharmacy College & Research Centre, Yenepoya (Deemed to be University), Mangalore 575018, Karnataka, India
| | - Mohammed Gulzar Ahmed
- Department
of Pharmaceutics, Yenepoya Pharmacy College & Research Centre, Yenepoya (Deemed to be University), Mangalore 575018, Karnataka, India
| | - Raghu Raj Singh Thakur
- School
of Pharmacy, Queen’s University Belfast,
Medical Biology Centre, Belfast BT9 7BL, United
Kingdom
| | - Ryan F. Donnelly
- School
of Pharmacy, Queen’s University Belfast,
Medical Biology Centre, Belfast BT9 7BL, United
Kingdom
| | - Lalitkumar K. Vora
- School
of Pharmacy, Queen’s University Belfast,
Medical Biology Centre, Belfast BT9 7BL, United
Kingdom
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3
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Ali SMA, Khan J, Shahid R, Shabbir S, Ayoob MF, Imran M. Chitosan-carrageenan microbeads containing nano-encapsulated curcumin: Nano-in-micro hydrogels as alternative-therapeutics for resistant pathogens associated with chronic wounds. Int J Biol Macromol 2024; 278:134841. [PMID: 39209593 DOI: 10.1016/j.ijbiomac.2024.134841] [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: 03/03/2024] [Revised: 08/02/2024] [Accepted: 08/16/2024] [Indexed: 09/04/2024]
Abstract
Antimicrobial resistance is an issue of global relevance for the treatment of chronic wound infections. In this study, nano-in-micro hydrogels (microbeads) of chitosan and κ-carrageenan (CCMBs) containing curcumin-loaded rhamnosomes (Cur-R) were developed. The potential of Cur-R-CCMBs for improving the antibacterial activity and sustained release of curcumin was evaluated. Curcumin-loaded rhamnosomes (rhamnolipids functionalized liposomes) had a mean particle size of 116 ± 7 nm and a surface-charge of -24.5 ± 9.4 mV. The encapsulation efficiency of curcumin increased from 42.83 % ± 0.69 % in Cur-R to 95.24 % ± 3.61 % respectively after their embedding in CCMBs. SEM revealed smooth surface morphology of Cur-R-CCMBs. FTIR spectroscopy confirmed the presence of weak electrostatic and hydrophobic interactions among curcumin, rhamnosomes, and microbeads. Cur-R-CCMBs had demonstrated significant antibacterial activity against multi-drug resistant chronic wound pathogens including Staphylococcus aureus and Pseudomonas aeruginosa. Cur-R-CCMBs also exhibited significantly higher anti-oxidant (76.85 % ± 2.12 %) and anti-inflammatory activity (91.94 % ± 0.41 %) as well as hemocompatibility (4.024 % ± 0.59 %) as compared to pristine microbeads. In vivo infection model of mice revealed significant reduction in the viable bacterial count of S. aureus (∼2.5 log CFU/mL) and P. aeruginosa (∼2 log CFU/mL) for Cur-R-CCMBs after 5 days. Therefore, nano-in-micro hydrogels can improve the overall efficacy of hydrophobic antimicrobials to develop effective alternative-therapeutics against resistant-pathogens associated with chronic wound infections.
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Affiliation(s)
| | - Javeria Khan
- Department of Biosciences, COMSATS University Islamabad, Park Road, Islamabad, Pakistan
| | - Ramla Shahid
- Department of Biochemistry, Faculty of Biomedical & Life Sciences, Kohsar University Murree (KUM), Murree 47150, Pakistan
| | - Saima Shabbir
- Department of Materials Science and Engineering, Institute of Space Technology, Islamabad 44000, Pakistan
| | - Muhammad Faisal Ayoob
- National Veterinary Laboratories, Ministry of National Food Security and Research, Islamabad, Pakistan
| | - Muhammad Imran
- Department of Biosciences, COMSATS University Islamabad, Park Road, Islamabad, Pakistan.
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4
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Voinova VV, Vasina DV, Bonartsev AP. Mesenchymal stem cells in wound healing: A bibliometric analysis as a powerful research tool. World J Stem Cells 2024; 16:827-831. [PMID: 39351262 PMCID: PMC11438730 DOI: 10.4252/wjsc.v16.i9.827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 08/11/2024] [Accepted: 08/22/2024] [Indexed: 09/24/2024] Open
Abstract
Bibliographic analysis is still very rarely used in experimental basic study papers. The comprehensive bibliometric analysis of scientific literature on research progress and challenges in stem cell therapy for diabetic chronic wounds, which was conducted in the work of Shi et al can be a case study and a source of valuable information for writing reviews and experimental papers in this field. Basic experimental studies on a role of mesenchymal stem cells (MSCs) in wound healing that are published in 2023-2024, such as Zhang et al in 2023, Hu et al in 2023, Wang et al in 2023 are certainly also subjects for applying this powerful tool to analyze current research, challenges and perspectives in this field. This is due to the fact that these studies have addressed a great variety of aspects of the application of MSCs for the treatment of chronic wounds, such as using both the cells themselves and their various products: Sponges, hydrogels, exosomes, and genetic constructions. Such a wide variety of directions in the field of study and biomedical application of MSCs requires a deep understanding of the current state of research in this area, which can be provided by bibliometric analysis. Thus, the use of such elements of bibliographic analysis as publication count by year and analysis of top-10 keywords calculated independently or cited from bibliometric analysis studies can be safely recommended for every basic study manuscripts, primarily for the "Introduction" section, and review.
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Affiliation(s)
- Vera V Voinova
- Faculty of Biology, MV Lomonosov Moscow State University, Moscow 119234, Russia
| | - Daria V Vasina
- NF Gamaleya National Research Centre for Epidemiology and Microbiology, Ministry of Health of the Russian Federation, Moscow 123098, Russia
| | - Anton P Bonartsev
- Faculty of Biology, MV Lomonosov Moscow State University, Moscow 119234, Russia.
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5
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Sleiman L, Lazăr (Popa) AD, Albu-Kaya M, Marin MM, Kaya DA, Vasile OR, Dinescu S. Development and Investigation of an Innovative 3D Biohybrid Based on Collagen and Silk Sericin Enriched with Flavonoids for Potential Wound Healing Applications. Polymers (Basel) 2024; 16:1627. [PMID: 38931977 PMCID: PMC11207284 DOI: 10.3390/polym16121627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 05/27/2024] [Accepted: 06/05/2024] [Indexed: 06/28/2024] Open
Abstract
Skin tissue injuries necessitate particular care due to associated complex healing mechanisms. Current investigations in the domain of tissue engineering and regenerative medicine are focused on obtaining novel scaffolds adapted as potential delivery systems to restore lost tissue functions and properties. In this study, we describe the fabrication and evaluation of a novel 3D scaffold structure based on collagen and silk sericin (CollSS) enriched with microcapsules containing natural compounds, curcumin (C), and/or quercetin (Q). These 3D composites were characterized by FT-IR spectroscopy, water uptake, in vitro collagenase degradation, and SEM microscopy. Furthermore, they were biologically evaluated in terms of biocompatibility, cell adhesion, anti-inflammatory, and antioxidant properties. All tested materials indicated an overall suitable biocompatibility, with the best results obtained for the one containing both flavonoids. This study suggests the cumulative beneficial effect of C and Q, encapsulated in the same composite, as a potential non-invasive therapeutic strategy for skin tissue regeneration in patients suffering from chronic wounds.
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Affiliation(s)
- Lea Sleiman
- Department of Biochemistry and Molecular Biology, University of Bucharest, 050095 Bucharest, Romania; (L.S.); (A.-D.L.)
| | - Andreea-Daniela Lazăr (Popa)
- Department of Biochemistry and Molecular Biology, University of Bucharest, 050095 Bucharest, Romania; (L.S.); (A.-D.L.)
| | - Mădălina Albu-Kaya
- The National Research and Development Institute for Textiles and Leather (INCDTP)-Division Leather and Footwear Research Institute, 93 Ion Minulescu Str., 031215 Bucharest, Romania;
| | - Minodora Maria Marin
- Advanced Polymer Materials Group, Faculty of Applied Chemistry and Materials Science, Politehnica University of Bucharest, 1-7 Polizu Street, 01106 Bucharest, Romania;
| | - Durmuș Alpaslan Kaya
- Department of Field Crops, Faculty of Agriculture, Hatay Mustafa Kemal University, Antakya-Hatay 31034, Turkey;
| | - Otilia-Ruxandra Vasile
- Science and Engineering of Oxide Materials and Nanomaterials Department, Faculty of Chemical Engineering and Biotechnologies, Politehnica University of Bucharest, 1-7 Polizu Street, 01106 Bucharest, Romania;
| | - Sorina Dinescu
- Department of Biochemistry and Molecular Biology, University of Bucharest, 050095 Bucharest, Romania; (L.S.); (A.-D.L.)
- Research Institute of the University of Bucharest (ICUB), 050663 Bucharest, Romania
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6
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Rathna RP, Kulandhaivel M. Advancements in wound healing: integrating biomolecules, drug delivery carriers, and targeted therapeutics for enhanced tissue repair. Arch Microbiol 2024; 206:199. [PMID: 38563993 DOI: 10.1007/s00203-024-03910-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: 01/16/2024] [Revised: 02/15/2024] [Accepted: 02/26/2024] [Indexed: 04/04/2024]
Abstract
Wound healing, a critical biological process vital for tissue restoration, has spurred a global market exceeding $15 billion for wound care products and $12 billion for scar treatment. Chronic wounds lead to delayed or impaired wound healing. Natural bioactive compounds, prized for minimal side effects, stand out as promising candidates for effective wound healing. In response, researchers are turning to nanotechnology, employing the encapsulation of these agents into drug delivery carriers. Drug delivery system will play a crucial role in enabling targeted delivery of therapeutic agents to promote tissue regeneration and address underlying issues such as inflammation, infection, and impaired angiogenesis in chronic wound healing. Drug delivery carriers offer distinct advantages, exhibiting a substantial ratio of surface area to volume and altered physical and chemical properties. These carriers facilitate sustained and controlled release, proving particularly advantageous for the extended process of wound healing, that typically comprise a diverse range of components, integrating both natural and synthetic polymers. Additionally, they often incorporate bioactive molecules. Despite their properties, including poor solubility, rapid degradation, and limited bioavailability, various natural bioactive agents face challenges in clinical applications. With a global research, emphasis on harnessing nanomaterial for wound healing application, this research overview engages advancing drug delivery technologies to augment the effectiveness of tissue regeneration using bioactive molecules. Recent progress in drug delivery has poised to enhance the therapeutic efficacy of natural compounds in wound healing applications.
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Affiliation(s)
- R Preethi Rathna
- Department of Microbiology, Karpagam Academy of Higher Education, Coimbatore, Tamilnadu, 641021, India
| | - M Kulandhaivel
- Department of Microbiology, Karpagam Academy of Higher Education, Coimbatore, Tamilnadu, 641021, India.
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7
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Guo Q, Li W, Xie R, Wang Y, Xie Y, Cheng K, Sun Z. Visualization of the relationship between macrophage and wound healing from the perspective of bibliometric analysis. Int Wound J 2024; 21:e14597. [PMID: 38124467 PMCID: PMC10961877 DOI: 10.1111/iwj.14597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 12/08/2023] [Indexed: 12/23/2023] Open
Abstract
Macrophages play a crucial role in aiding all phases of the wound-healing process and has garnered increasing attention recently. Although a substantial body of related studies has been published, there remains a lack of comprehensive bibliometric analysis. In this study, we collected 4296 papers from the Web of Science Core Collection database. Three tools including CiteSpace, VOSviewer and one online analytical platform were employed to conduct bibliometric analysis and data visualization. Our results revealed that the annual number of publications related to macrophage and wound healing has increased exponentially with the year. The United States and China stand as the primary driving forces within this field, collectively constituting 58.2% of the total publication output. The application of biomaterials was one of the most concerned research areas in this field. According to references analysis, the current research focus has shifted to diabetic wound healing and regulating macrophage polarization. Based on the keywords analysis, we identified the following research frontiers in the future: exosomes and other extracellular vesicles; bio-derived materials and drug delivery methods such as nanoparticles, scaffolds and hydrogels; immunomodulation and macrophage polarization in the M2-state; chronic wounds, particularly those associated with diabetes; antimicrobial peptides; and antioxidant. Additionally, TNF, IL-6, IL-10, TGF-β1 and VEGF ranked as the five genes that have garnered the most research attention in the intersection of macrophage and wound healing. All in all, our findings offered researchers a holistic view of the ongoing progress in the field of macrophages and wound healing, serving as a valuable reference for scholars and policymakers in this domain.
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Affiliation(s)
- Qiang Guo
- Department of Clinical College of Neurology, Neurosurgery and NeurorehabilitationTianjin Medical UniversityTianjinChina
- Department of Orthopaedic SurgeryTianjin Baodi HospitalTianjinChina
| | - Wanqing Li
- Department of Operating RoomXiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and ScienceXiangyangChina
| | - Ruijie Xie
- Department of MicrosurgeryThe Affiliated Nanhua Hospital, Hengyang Medical school, University of South ChinaHengyangChina
- Division of Clinical Epidemiology and Aging ResearchGerman Cancer Research Center (DKFZ)HeidelbergGermany
| | - Yulin Wang
- Department of Clinical College of Neurology, Neurosurgery and NeurorehabilitationTianjin Medical UniversityTianjinChina
| | - Yuchen Xie
- Department of Clinical MedicineXiangya Medical College, Central South UniversityChangshaHunanChina
| | - Kunming Cheng
- Department of Intensive Care UnitThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhouHenanChina
| | - Zhiming Sun
- Department of Clinical College of Neurology, Neurosurgery and NeurorehabilitationTianjin Medical UniversityTianjinChina
- Department of The Third Central Clinical CollegeTianjin Medical UniversityTianjinChina
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8
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Farhat F, Silva ES, Hassani H, Madsen DØ, Sohail SS, Himeur Y, Alam MA, Zafar A. The scholarly footprint of ChatGPT: a bibliometric analysis of the early outbreak phase. Front Artif Intell 2024; 6:1270749. [PMID: 38249789 PMCID: PMC10797012 DOI: 10.3389/frai.2023.1270749] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 12/08/2023] [Indexed: 01/23/2024] Open
Abstract
This paper presents a comprehensive analysis of the scholarly footprint of ChatGPT, an AI language model, using bibliometric and scientometric methods. The study zooms in on the early outbreak phase from when ChatGPT was launched in November 2022 to early June 2023. It aims to understand the evolution of research output, citation patterns, collaborative networks, application domains, and future research directions related to ChatGPT. By retrieving data from the Scopus database, 533 relevant articles were identified for analysis. The findings reveal the prominent publication venues, influential authors, and countries contributing to ChatGPT research. Collaborative networks among researchers and institutions are visualized, highlighting patterns of co-authorship. The application domains of ChatGPT, such as customer support and content generation, are examined. Moreover, the study identifies emerging keywords and potential research areas for future exploration. The methodology employed includes data extraction, bibliometric analysis using various indicators, and visualization techniques such as Sankey diagrams. The analysis provides valuable insights into ChatGPT's early footprint in academia and offers researchers guidance for further advancements. This study stimulates discussions, collaborations, and innovations to enhance ChatGPT's capabilities and impact across domains.
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Affiliation(s)
- Faiza Farhat
- Department of Zoology, Aligarh Muslim University, Aligarh, India
| | - Emmanuel Sirimal Silva
- Department of Economics and Law, Glasgow School for Business and Society, Glasgow Caledonian University, Glasgow, United Kingdom
| | - Hossein Hassani
- The Research Institute of Energy Management and Planning (RIEMP), University of Tehran, Tehran, Iran
| | - Dag Øivind Madsen
- USN School of Business, University of South-Eastern Norway, Hønefoss, Norway
| | - Shahab Saquib Sohail
- Department of Computer Science and Engineering, School of Engineering Sciences and Technology, Jamia Hamdard, New Delhi, India
| | - Yassine Himeur
- College of Engineering and Information Technology, University of Dubai, Dubai, United Arab Emirates
| | - M. Afshar Alam
- Department of Computer Science and Engineering, School of Engineering Sciences and Technology, Jamia Hamdard, New Delhi, India
| | - Aasim Zafar
- Department of Computer Science, Aligarh Muslim University, Aligarh, India
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9
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Sohail SS, Javed Z, Nadeem M, Anwer F, Farhat F, Hussain A, Himeur Y, Madsen DØ. Multi-criteria decision making-based waste management: A bibliometric analysis. Heliyon 2023; 9:e21261. [PMID: 37954357 PMCID: PMC10637942 DOI: 10.1016/j.heliyon.2023.e21261] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 10/18/2023] [Accepted: 10/18/2023] [Indexed: 11/14/2023] Open
Abstract
Waste management is a complex research domain. While the domain is challenging in terms of content, it is also a diverse and cross-disciplinary research subject. One of its important components includes efficient decision-making at various levels and stages. Therefore, Multi-criteria decision-making (MCDM) techniques have found decent applications in this domain. The field of MCDM techniques-based waste management has been examined using bibliometric analysis in this paper in order to report a systematic overview of the trends and advancements in this area of study. The Scopus database provided 216 publications on the aforementioned subject written between 1992 and 2022. The 216 articles include 56 countries, 158 institutions, and 160 authors. Furthermore, Asian countries, including India, Iran, and China, dominate this field of study. The geographical disparity in the output of publications is visible. Journal of cleaner production, Waste Management and Waste Management and Research are the major journals publishing on MCDM techniques-based waste management research. Given that majority of the articles include multiple authors, it can be said that there is a lot of collaborative research in this area. Overall, the current study provides a thorough analysis of the development in the domain of waste management using MCDM techniques. The trend suggests that it will continue to be a focus of research for academicians, environmentalists and policymakers in the future.
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Affiliation(s)
- Shahab Saquib Sohail
- Department of Computer Science and Engineering, School of Engineering Sciences and Technology, Jamia Hamdard, New Delhi 110062, India
| | - Ziya Javed
- Department of Computer Science and Engineering, School of Engineering Sciences and Technology, Jamia Hamdard, New Delhi 110062, India
| | - Mohammad Nadeem
- Department of Computer Science, Aligarh Muslim University, Aligarh 202002, India
| | - Faisal Anwer
- Department of Computer Science, Aligarh Muslim University, Aligarh 202002, India
| | - Faiza Farhat
- Department of Zoology, Aligarh Muslim University, Aligarh, 202002, India
| | | | - Yassine Himeur
- College of Engineering and Information Technology, University of Dubai, Dubai, United Arab Emirates
| | - Dag Øivind Madsen
- School of Business, University of South-Eastern Norway, 3511 Hønefoss, Norway
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10
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David IG, Iorgulescu EE, Popa DE, Buleandra M, Cheregi MC, Noor H. Curcumin Electrochemistry-Antioxidant Activity Assessment, Voltammetric Behavior and Quantitative Determination, Applications as Electrode Modifier. Antioxidants (Basel) 2023; 12:1908. [PMID: 38001760 PMCID: PMC10669510 DOI: 10.3390/antiox12111908] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 10/19/2023] [Accepted: 10/23/2023] [Indexed: 11/26/2023] Open
Abstract
Curcumin (CU) is a polyphenolic compound extracted from turmeric, a well-known dietary spice. Since it has been shown that CU exerts beneficial effects on human health, interest has increased in its use but also in its analysis in different matrices. CU has an antioxidant character and is electroactive due to the presence of phenolic groups in its molecule. This paper reviews the data reported in the literature regarding the use of electrochemical techniques for the assessment of CU antioxidant activity and the investigation of the voltammetric behavior at different electrodes of free or loaded CU on various carriers. The performance characteristics and the analytical applications of the electrochemical methods developed for CU analysis are compared and critically discussed. Examples of voltammetric investigations of CU interaction with different metallic ions or of CU or CU complexes with DNA as well as the CU applications as electrode modifiers for the enhanced detection of various chemical species are also shown.
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Affiliation(s)
- Iulia Gabriela David
- Department of Analytical Chemistry and Physical Chemistry, Faculty of Chemistry, University of Bucharest, Panduri Av. 90-92, District 5, 050663 Bucharest, Romania; (D.E.P.); (M.B.); (M.C.C.)
| | - Emilia Elena Iorgulescu
- Department of Analytical Chemistry and Physical Chemistry, Faculty of Chemistry, University of Bucharest, Panduri Av. 90-92, District 5, 050663 Bucharest, Romania; (D.E.P.); (M.B.); (M.C.C.)
| | - Dana Elena Popa
- Department of Analytical Chemistry and Physical Chemistry, Faculty of Chemistry, University of Bucharest, Panduri Av. 90-92, District 5, 050663 Bucharest, Romania; (D.E.P.); (M.B.); (M.C.C.)
| | - Mihaela Buleandra
- Department of Analytical Chemistry and Physical Chemistry, Faculty of Chemistry, University of Bucharest, Panduri Av. 90-92, District 5, 050663 Bucharest, Romania; (D.E.P.); (M.B.); (M.C.C.)
| | - Mihaela Carmen Cheregi
- Department of Analytical Chemistry and Physical Chemistry, Faculty of Chemistry, University of Bucharest, Panduri Av. 90-92, District 5, 050663 Bucharest, Romania; (D.E.P.); (M.B.); (M.C.C.)
| | - Hassan Noor
- Department of Surgery, Faculty of Medicine, “Lucian Blaga” University Sibiu, Lucian Blaga Street 25, 550169 Sibiu, Romania;
- Medlife-Polisano Hospital, Strada Izvorului 1A, 550172 Sibiu, Romania
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11
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Farhat F, Athar MT, Ahmad S, Madsen DØ, Sohail SS. Antimicrobial resistance and machine learning: past, present, and future. Front Microbiol 2023; 14:1179312. [PMID: 37303800 PMCID: PMC10250749 DOI: 10.3389/fmicb.2023.1179312] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 05/15/2023] [Indexed: 06/13/2023] Open
Abstract
Machine learning has become ubiquitous across all industries, including the relatively new application of predicting antimicrobial resistance. As the first bibliometric review in this field, we expect it to inspire further research in this area. The review employs standard bibliometric indicators such as article count, citation count, and the Hirsch index (H-index) to evaluate the relevance and impact of the leading countries, organizations, journals, and authors in this field. VOSviewer and Biblioshiny programs are utilized to analyze citation and co-citation networks, collaboration networks, keyword co-occurrence, and trend analysis. The United States has the highest contribution with 254 articles, accounting for over 37.57% of the total corpus, followed by China (103) and the United Kingdom (78). Among 58 publishers, the top four publishers account for 45% of the publications, with Elsevier leading with 15% of the publications, followed by Springer Nature (12%), MDPI, and Frontiers Media SA with 9% each. Frontiers in Microbiology is the most frequent publication source (33 articles), followed by Scientific Reports (29 articles), PLoS One (17 articles), and Antibiotics (16 articles). The study reveals a substantial increase in research and publications on the use of machine learning to predict antibiotic resistance. Recent research has focused on developing advanced machine learning algorithms that can accurately forecast antibiotic resistance, and a range of algorithms are now being used to address this issue.
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Affiliation(s)
- Faiza Farhat
- Department of Zoology, Aligarh Muslim University, Aligarh, India
| | - Md Tanwir Athar
- Department of Pharmacognosy and Pharmaceutical Chemistry, College of Dentistry and Pharmacy, Buraydah Colleges, Buraydah, Al-Qassim, Saudi Arabia
| | - Sultan Ahmad
- Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia
- Department of Computer Science and Engineering, University Center for Research and Development (UCRD), Chandigarh University, Mohali, Punjab, India
| | - Dag Øivind Madsen
- School of Business, University of South-Eastern Norway, Hønefoss, Norway
| | - Shahab Saquib Sohail
- Department of Computer Science and Engineering, Jamia Hamdard University, New Delhi, India
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