1
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Angeles-Hernandez JC, Contreras Caro Del Castillo DA, Espinosa-Sánchez A, Robles-Jimenez LE, Ghavipanje N, Gonzalez-Ronquillo M. Multivariate Approach to Antimicrobial Residue Concentrations in Animal-Derived Products: An Analytical Review. Vet Med Sci 2025; 11:e70297. [PMID: 40104857 PMCID: PMC11920730 DOI: 10.1002/vms3.70297] [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: 08/06/2024] [Revised: 01/23/2025] [Accepted: 03/07/2025] [Indexed: 03/20/2025] Open
Abstract
BACKGROUND Antimicrobial resistance (AMR) represents an alarming global public health concern exacerbated by livestock antibiotic misuse, affecting humans and the environment. However, the precise magnitude of antimicrobial residue concentrations in animal-derived products remains not well understood. This study aimed to quantify antimicrobial residues in animal products through an analytical literature review. METHODS This review covered the scientific articles from 1977 to 2020. The antimicrobials were classified according to the European Medicines Agency (EMA) guidelines into four categories. The final database comprised seven qualitative variables (antibiotic, antibiotic class, region, country, decade, EMA category, animal product and animal species) and one quantitative variable (residue concentration recorded as µg/kg). Due to the number of variables involved in the study, a multivariate analysis approach was used using a Factor Analysis of Mixed Data (FAMD) carried out in R. RESULTS The highest concentrations of antimicrobial residues were detected in fish samples, followed by egg. Notably, concentrations of ruminant-derived products were lower than to monogastric. β-Lactam was the most prevalent residue followed by aminoglycosides, sulphonamides and quinolones, respectively. Moreover, South America had the highest residues levels, followed by Asia and Europe. CONCLUSIONS The multivariate analysis reveals a possible association between the EMA category, animal species, antimicrobial class and animal product. In conclusion, the concentration of antimicrobial residues in products of animal origin depends mainly on their origin (product, species and geographic region), showing the highest concentrations in products derived from fish and poultry.
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Affiliation(s)
- Juan Carlos Angeles-Hernandez
- Departamento de Medicina y Zootecnia de Rumiantes, Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Autónoma de México, Ciudad de México, México
| | | | - Astrid Espinosa-Sánchez
- Universidad Autónoma del Estado de Hidalgo, Instituto de Ciencias de la Salud, Pachuca de Soto, México
| | - Lizbeth E Robles-Jimenez
- Facultad de Medicina Veterinaria y Zootecnia, Universidad Autónoma del Estado de México, Toluca, Estado de México, México
| | - Navid Ghavipanje
- Department of Animal Science, Faculty of Agriculture, University of Birjand, Birjand, Iran
| | - Manuel Gonzalez-Ronquillo
- Facultad de Medicina Veterinaria y Zootecnia, Universidad Autónoma del Estado de México, Toluca, Estado de México, México
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2
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Jose H, Jackson EL, Duong C, Sung B. Ethical food consumption in the digital age: Consumer attitudes towards digitally monitored animal welfare in pork products. Appetite 2025; 207:107853. [PMID: 39798933 DOI: 10.1016/j.appet.2025.107853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 01/05/2025] [Accepted: 01/06/2025] [Indexed: 01/15/2025]
Abstract
Climate change is an emerging global reality with widespread effects on ecosystems and human communities. However, its significant impact on livestock animals often goes underdiscussed as more focus is given to impact of livestock production on climate change. Implementing high-welfare systems, such as digital monitoring of animals, can help mitigate climate-related challenges by reducing temperature fluctuations and controlling disease spread. Despite the potential benefits, consumer acceptance of this digital innovation remains uncertain. This study examines consumer attitudes toward digitally monitored animal welfare practices, aiming to understand their acceptance and the values they associate with these practices. It investigates the role of digital technology in enhancing consumer decision-making by addressing animal welfare concerns. Using means-end chain theory and Schwartz's value typology, the research explores the motivational layers and product attributes tied to consumer values. Semi-structured interviews with twenty pork consumers revealed hierarchical relationships between product attributes, benefits, and values. Analysis through NVivo 14 and LadderUX software generated themes and a hierarchical value map. The findings indicate that consumers prioritise attributes such as animal diets, stress-free environments, humane processing practices, and health conditions, linking these to both ethical and hedonic values. Intrinsic attributes like product appearance and freshness are crucial for at-home consumption decisions, while sustainable packaging also plays a role. The study also found differences in consumer behaviour based on the consumption context, with ethical decision-making often shifting to restaurateurs when dining out. The research underscores the importance of transparency, ethical practices, and product quality in influencing consumer decisions, providing actionable insights for marketing strategies that promote ethical consumption and improve animal welfare standards.
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Affiliation(s)
- Heerah Jose
- Faculty of Business and Law, Curtin University, Perth, Western Australia, Australia.
| | - Elizabeth L Jackson
- Faculty of Business and Law, Curtin University, Perth, Western Australia, Australia
| | - Chien Duong
- Faculty of Business and Law, Curtin University, Perth, Western Australia, Australia
| | - Billy Sung
- Faculty of Business and Law, Curtin University, Perth, Western Australia, Australia
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3
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Chu H, Xian M, Li H, Yuan Z, He H, Zeng X, Zhou L, Fan X, Chen R. Isolation and characterization of multi-drug-resistant Salmonella phages: Genomic insights and antibacterial efficacy evaluation. Int J Food Microbiol 2025; 431:111094. [PMID: 39908647 DOI: 10.1016/j.ijfoodmicro.2025.111094] [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: 10/28/2024] [Revised: 01/29/2025] [Accepted: 02/01/2025] [Indexed: 02/07/2025]
Abstract
Salmonella, a significant foodborne pathogen, is widely associated with foodborne diseases and poses a substantial threat to public health. This study successfully screened and identified three highly effective bacteriophages (GP1-6, GP3-1, GP3-8) capable of lysing multi-drug-resistant Salmonella. These phages were classified as tailed, circular phages belonging to the Jerseyvirus family. Efficiency of plating (EOP) tests demonstrated significant lytic activity of these phages against a wide range of Salmonella strains. They exhibited exceptional stability across a broad range of environmental conditions, including temperature, pH, UV exposure, chloroform treatment, and metal ion concentrations. Notably, these phages possess advantages such as a short latency period and high burst size, with GP3-1 achieving 889 PFU/cell-significantly higher than that reported for other Salmonella phages. In addition to effectively inhibiting Salmonella biofilm formation, these phages were also able to disrupt existing biofilms. We also evaluated the therapeutic effects of the phages and their mixtures on chicken, goose, and tilapia. The results showed that phages significantly inhibited Salmonella growth, especially at 25 °C, where the maximum reduction was 2.28 log CFU/cm2. Notably, while single phages caused a rebound in Salmonella counts after 24 h, the phage cocktail (GP1-6, GP3-1, GP3-8) did not, demonstrating stronger and more sustained inhibitory effects. This study highlights the potential of phage cocktails as an effective strategy for controlling Salmonella contamination in meat products, offering a promising alternative to traditional antimicrobial treatments and contributing to improved food safety and public health.
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Affiliation(s)
- Haipei Chu
- College of Veterinary Medicine, South China Agricultural University, Guangzhou 510640, China; School of Biological Science and Technology, University of Jinan, Jinan 250022, China
| | - Meitian Xian
- College of Animal Science, South China Agricultural University, Guangzhou 510640, China
| | - Hao Li
- School of Biological Science and Technology, University of Jinan, Jinan 250022, China
| | - Zhen Yuan
- School of Biological Science and Technology, University of Jinan, Jinan 250022, China
| | - Hui He
- School of Biological Science and Technology, University of Jinan, Jinan 250022, China
| | - Xianghe Zeng
- School of Biological Science and Technology, University of Jinan, Jinan 250022, China
| | - Lei Zhou
- School of Biological Science and Technology, University of Jinan, Jinan 250022, China.
| | - Xiangyu Fan
- School of Biological Science and Technology, University of Jinan, Jinan 250022, China.
| | - Ruiai Chen
- College of Veterinary Medicine, South China Agricultural University, Guangzhou 510640, China; Key Laboratory of Manufacture Technology of Veterinary Bioproducts, Ministry of Agriculture and Rural Affairs, Zhaoqing 526238, China; Zhaoqing Dahuanong Biology Medicine Co., Ltd., Zhaoqing 526238, China.
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4
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Doan NT, Quan NV, Anh LH, Duc ND, Xuan TD. Exploring the Potential of Chitosan-Phytochemical Composites in Preventing the Contamination of Antibiotic-Resistant Bacteria on Food Surfaces: A Review. Molecules 2025; 30:455. [PMID: 39942558 PMCID: PMC11820375 DOI: 10.3390/molecules30030455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Revised: 12/25/2024] [Accepted: 12/30/2024] [Indexed: 02/16/2025] Open
Abstract
The escalating presence of antibiotic-resistant bacteria (ARB) in food systems presents a pressing challenge, particularly in preventing contamination and ensuring food safety. Traditional sanitation methods, such as cooking and chemical disinfectants, provide effective means to reduce ARB, yet there is a growing need for additional preventive measures directly on food surfaces. This review explores the potential of chitosan-phytochemical composites (CPCs) as surface coatings to prevent the initial contamination of food by ARB, thereby offering a novel complementary approach to conventional food safety practices. Chitosan, combined with active plant-derived metabolites (phytochemicals), forms composites with notable antibacterial and antioxidant properties that enhance its protective effects. We examine CPC synthesis methodologies, including chemical modifications, free radical-induced grafting, and enzyme-mediated techniques, which enhance the stability and activity of CPCs against ARB. Highlighting recent findings on CPCs' antibacterial efficacy through minimum inhibitory concentrations (MIC) and zones of inhibition, this review underscores its potential to reduce ARB contamination risks on food surfaces, particularly in seafood, meat, and postharvest products. The insights provided here aim to encourage future strategies leveraging CPCs as a preventative surface treatment to mitigate ARB in food production and processing environments.
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Affiliation(s)
- Nguyen Thi Doan
- Graduate School of Innovation and Practice for Smart Society, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
| | - Nguyen Van Quan
- Graduate School of Innovation and Practice for Smart Society, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
- Graduate School of Advanced Science and Engineering, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
- Center for the Planetary Health and Innovation Science (PHIS), The IDEC Institute, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
- Graduate School of Integrated Sciences for Life, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
| | - La Hoang Anh
- Graduate School of Advanced Science and Engineering, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
- Center for the Planetary Health and Innovation Science (PHIS), The IDEC Institute, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
| | - Nguyen Dang Duc
- Graduate School of Innovation and Practice for Smart Society, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
- Bach Mai Hospital, Hanoi 122000, Vietnam
| | - Tran Dang Xuan
- Graduate School of Innovation and Practice for Smart Society, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
- Graduate School of Advanced Science and Engineering, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
- Center for the Planetary Health and Innovation Science (PHIS), The IDEC Institute, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
- Graduate School of Integrated Sciences for Life, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
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5
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Qamar MU, Fizza K, Chughtai MI, Shafique M, Seytkhanova B, Yktiyarov A, Aatika, Saleem Z, Mustafa S, Tufail Z, Chaudhry M, Shah TA, Salamatullah AM, Bourhia M. Food Safety Concerns in Pakistan: Monitoring of Antimicrobial-Resistant Bacteria and Residue Contamination in Commercially Available Fish and Poultry Meat Samples. Foodborne Pathog Dis 2025. [PMID: 39834055 DOI: 10.1089/fpd.2024.0117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2025] Open
Abstract
Food safety is a critical issue in the 21st century due to antibiotic-resistant bacteria causing harmful foodborne diseases. This comprehensive study meticulously examined the presence of bacterial isolates, quinolone residue, and antimicrobial resistance genes in samples of broiler and fish meat. Forty samples were collected from various locations in the Faisalabad metropolis. The samples underwent culture on various types of agar, and the Vitek 2 compact system was used to confirm the isolates along with determining the minimum inhibitory concentration of antibiotics. Additionally, polymerase chain reaction was used to identify antimicrobial-resistant genes, and an enzyme-linked immunosorbent assay (ELISA) kit was employed to detect quinolone residue in each sample. Out of 40 fish samples, 66 polymicrobials were identified with Escherichia coli being the most prevalent (26.6%), followed by Klebsiella pneumoniae (16.6%) and Acinetobacter baumannii (15%). Furthermore, 70 polymicrobial were identified in the broiler samples, with 41.6% E. coli and 15% K. pneumoniae. In fish isolates, 14 (21%) qnr gene, 18 (27.2%) blaCTX-M, and 11 (16.6%) blaNDM-1, and in broiler samples, 19 (27.1%) qnr gene, 19 (27.1%) blaTEM and 22 (31.4%) blaCTX-M, and 5 (7.1%) blaNDM-1 were found. Eighteen (45%) broiler and 7 (17.5%) fish samples with more than 100 µg per kg (ppb) for quinolone residues. The study concluded that the increased prevalence of multidrug-resistant bacteria and quinolone residue poses a significant threat to consumer health.
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Affiliation(s)
- Muhammad Usman Qamar
- Institute of Microbiology, Faculty of Life Sciences, Government College University Faisalabad, Faisalabad, Pakistan
| | - Kaneez Fizza
- Institute of Microbiology, Faculty of Life Sciences, Government College University Faisalabad, Faisalabad, Pakistan
| | - Muhammad Ismail Chughtai
- Food Safety Laboratories, Animal Sciences Division, Nuclear Institute for Agriculture and Biology (NIAB), Faisalabad, Pakistan
| | - Muhammad Shafique
- Institute of Microbiology, Faculty of Life Sciences, Government College University Faisalabad, Faisalabad, Pakistan
| | - Bibigul Seytkhanova
- Department of Microbiology, Virology, and Immunology, South Kazakhstan Medical Academy, Shymkent, Kazakhstan
| | - Ayaz Yktiyarov
- Department of Microbiology and Virology, Astana Medical University, Astana, Kazakhstan
| | - Aatika
- Institute of Microbiology, Faculty of Life Sciences, Government College University Faisalabad, Faisalabad, Pakistan
| | - Zikria Saleem
- Department of Pharmacy Practice, Faculty of Pharmacy, Bahauddin Zakariya University, Multan, Pakistan
| | - Sana Mustafa
- Ameer ud Din Medical College/Lahore General Hospital and Post Graduate Medical Institute, Lahore, Pakistan
| | - Zainab Tufail
- Ameer ud Din Medical College/Lahore General Hospital and Post Graduate Medical Institute, Lahore, Pakistan
| | - Mahnoor Chaudhry
- Ameer ud Din Medical College/Lahore General Hospital and Post Graduate Medical Institute, Lahore, Pakistan
| | - Tawaf Ali Shah
- College of Agriculture Engineering and Food Sciences, Shandong University of Technology, Zibo, China
| | - Ahmad Mohammad Salamatullah
- Department of Food Science & Nutrition, College of Food and Agriculture, King Saud University, Riyadh, Saudi Arabia
| | - Mohammed Bourhia
- Department of Chemistry & Biochemistry, Faculty of Medicine & Pharmacy, Ibn Zohr University, Laayoune, Morocco
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6
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Naim W, Manetsberger J, Lavilla Lerma L, Benomar N, Caballero Gómez N, Cuesta-Bertomeu IS, Gata Díaz JÁ, Abriouel H. Impact of disinfection methods used in the slaughterhouse environment on microbiome diversity throughout the meat production chain. CURRENT RESEARCH IN MICROBIAL SCIENCES 2024; 8:100336. [PMID: 39844919 PMCID: PMC11751542 DOI: 10.1016/j.crmicr.2024.100336] [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] [Indexed: 01/24/2025] Open
Abstract
Slaughterhouse environments are prone to microbial contamination, influenced by factors like set-up, size and area as well as disinfection practices. Thus, effective control measures are crucial to prevent the spread of pathogens and their contaminant genes (antimicrobial resistance genes and virulence factors) throughout the food chain. In the present study, we assessed the microbial contamination in environmental surfaces of three slaughterhouses located in the Jaén province (Spain). We also evaluated the impact of different disinfection strategies on microbial loads and diversity by means of culture dependent and independent methods. The results revealed a statistically significant inter- and intra-specific differences in microbial loads including the most important pathogens such as pseudomonads, staphylococci, Escherichia coli, Salmonella sp. and Campylobacter jejuni. Disinfection strategies using routine disinfectant (used by the slaughterhouse), HLE disinfectant, UV, or combinations thereof showed varying effectiveness. The newly developed sustainable HLE disinfectant was most effective, while UV had the lowest disinfection strength, and routine disinfectants failed to eradicate all pathogens. Metagenomic analysis identified Pseudomonadota as the dominant phylum, followed by Actinomycetota and Bacteroidota. Results furthermore indicated shifts from sacrifice to cold rooms, with an increase in Gammaproteobacteria, particularly Moraxellaceae (represented by Psychrobacter cryohalolentis) over Acinetobacter sp. In conclusion, this study highlights the potential of HLE disinfectant (alone or in combination with the routine disinfectant) as a more effective disinfection measure on environmental surfaces, particularly for combating multi-drug resistant pathogens compared to other disinfection methods currently used.
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Affiliation(s)
- Wissal Naim
- Area of Microbiology, Department of Health Sciences, Faculty of Experimental sciences, University of Jaén, Jaén, Spain
| | - Julia Manetsberger
- Area of Microbiology, Department of Health Sciences, Faculty of Experimental sciences, University of Jaén, Jaén, Spain
| | - Leyre Lavilla Lerma
- Area of Human Anatomy and Embryology, Department of Health Sciences, Faculty of Experimental sciences, University of Jaén, Jaén, Spain
| | - Nabil Benomar
- Area of Microbiology, Department of Health Sciences, Faculty of Experimental sciences, University of Jaén, Jaén, Spain
| | - Natacha Caballero Gómez
- Area of Microbiology, Department of Health Sciences, Faculty of Experimental sciences, University of Jaén, Jaén, Spain
| | | | | | - Hikmate Abriouel
- Area of Microbiology, Department of Health Sciences, Faculty of Experimental sciences, University of Jaén, Jaén, Spain
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7
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Shaha CK, Karmaker S, Saha TK. Efficient adsorptive removal of levofloxacin using sulfonated graphene oxide: Adsorption behavior, kinetics, and thermodynamics. Heliyon 2024; 10:e40319. [PMID: 39641076 PMCID: PMC11617717 DOI: 10.1016/j.heliyon.2024.e40319] [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: 06/03/2024] [Revised: 07/03/2024] [Accepted: 11/08/2024] [Indexed: 12/07/2024] Open
Abstract
Water pollution by antibiotic residues poses a potential threat to environmental and human health. Graphene-based materials are highly stable, recyclable and effective adsorbents for efficiently removing antibiotics from polluted water. In this study, the adsorption behavior of levofloxacin onto sulfonated graphene oxide (SGO) was investigated by varying the contact period, solution pH, adsorbent quantity, levofloxacin concentration, inorganic ions, and solution temperature. Spectroscopic and microscopic techniques were employed to confirm the adsorptive interaction between levofloxacin and SGO. The adsorption process was most accurately characterized by the pseudo-second-order kinetic model and the Langmuir isotherm model, as indicated by their high correlation coefficients (R 2) and low root-mean-square error (RMSE) values. The maximal quantity of levofloxacin that can be adsorbed onto SGO was determined to be 1250 μmol/g at pH 4 and 25 °C using the Langmuir model. Thermodynamic studies reveal that the process of levofloxacin adsorption onto SGO is endothermic and spontaneous in nature. Taking into consideration the results of adsorption, desorption and regeneration studies, it is proposed that SGO can be applied as an economic viable agent for the adsorptive removal of levofloxacin from the aqueous environment.
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Affiliation(s)
- Chironjit Kumar Shaha
- Department of Chemistry, Jahangirnagar University, Savar, Dhaka, 1342, Bangladesh
- Veterinary Drug Residue Analysis Division, Institute of Food and Radiation Biology, Atomic Energy Research Establishment (AERE), Gonokbari, Savar, Dhaka, 1349, Bangladesh
| | - Subarna Karmaker
- Department of Chemistry, Jahangirnagar University, Savar, Dhaka, 1342, Bangladesh
| | - Tapan Kumar Saha
- Department of Chemistry, Jahangirnagar University, Savar, Dhaka, 1342, Bangladesh
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8
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Pei L, Sheng L, Ye Y, Sun J, Wang JS, Sun X. Microplastics from face masks: Unraveling combined toxicity with environmental hazards and their impacts on food safety. Compr Rev Food Sci Food Saf 2024; 23:e70042. [PMID: 39523687 DOI: 10.1111/1541-4337.70042] [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: 07/11/2024] [Revised: 09/20/2024] [Accepted: 09/25/2024] [Indexed: 11/16/2024]
Abstract
Microplastics (MPs) refer to tiny plastic particles, typically smaller than 5 mm in size. Due to increased mask usage during COVID-19, improper disposal has led to masks entering the environment and releasing MPs into the surroundings. MPs can absorb environmental hazards and transfer them to humans and animals via the food chain, yet their impacts on food safety and human health are largely neglected. This review summarizes the release process of MPs from face masks, influencing factors, and impacts on food safety. Highlights are given to the prevalence of MPs and their combined toxicities with other environmental hazards. Control strategies are also explored. The release of MPs from face masks is affected by environmental factors like pH, UV light, temperature, ionic strength, and weathering. Due to the chemical active surface and large surface area, MPs can act as vectors for heavy metals, toxins, pesticides, antibiotics and antibiotic resistance genes, and foodborne pathogens through different mechanisms, such as electrostatic interaction, precipitation, and bioaccumulation. After being adsorbed by MPs, the toxicity of these environmental hazards, such as oxidative stress, cell apoptosis, and disruption of metabolic energy levels, can be magnified. However, there is a lack of comprehensive research on both the combined toxicities of MPs and environmental hazards, as well as their corresponding control strategies. Future research should prioritize understanding the interaction of MPs with other hazards in the food chain, their combined toxicity, and integrating MPs detection and degradation methods with other hazards.
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Affiliation(s)
- Luyu Pei
- School of Food Science and Technology, International Joint Laboratory on Food Safety, Synergetic Innovation Center of Food Safety and Quality Control, Jiangnan University, Wuxi, Jiangsu, P. R. China
- Key Laboratory of Screening, Prevention, and Control of Food Safety Risks, State Administration for Market Regulation, Beijing, P. R. China
| | - Lina Sheng
- School of Food Science and Technology, International Joint Laboratory on Food Safety, Synergetic Innovation Center of Food Safety and Quality Control, Jiangnan University, Wuxi, Jiangsu, P. R. China
- Key Laboratory of Screening, Prevention, and Control of Food Safety Risks, State Administration for Market Regulation, Beijing, P. R. China
| | - Yongli Ye
- School of Food Science and Technology, International Joint Laboratory on Food Safety, Synergetic Innovation Center of Food Safety and Quality Control, Jiangnan University, Wuxi, Jiangsu, P. R. China
- Key Laboratory of Screening, Prevention, and Control of Food Safety Risks, State Administration for Market Regulation, Beijing, P. R. China
| | - Jiadi Sun
- School of Food Science and Technology, International Joint Laboratory on Food Safety, Synergetic Innovation Center of Food Safety and Quality Control, Jiangnan University, Wuxi, Jiangsu, P. R. China
- Key Laboratory of Screening, Prevention, and Control of Food Safety Risks, State Administration for Market Regulation, Beijing, P. R. China
| | - Jia-Sheng Wang
- Department of Environmental Health Science, College of Public Health, University of Georgia, Athens, Georgia, USA
| | - Xiulan Sun
- School of Food Science and Technology, International Joint Laboratory on Food Safety, Synergetic Innovation Center of Food Safety and Quality Control, Jiangnan University, Wuxi, Jiangsu, P. R. China
- Key Laboratory of Screening, Prevention, and Control of Food Safety Risks, State Administration for Market Regulation, Beijing, P. R. China
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9
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Chen L, Ma S, Cao A, Zhao R. Bile acids promote lipopolysaccharide clearance via the hepato-biliary pathway in broiler chickens. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 282:116767. [PMID: 39047359 DOI: 10.1016/j.ecoenv.2024.116767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Revised: 07/11/2024] [Accepted: 07/19/2024] [Indexed: 07/27/2024]
Abstract
Lipopolysaccharide (LPS) acts as a trigger that disrupts metabolic functions and the immune system. While bile acids (BA) have detoxification and anti-inflammatory effects, their role in promoting LPS excretion in broiler chickens remains unclear. This study aimed to investigate the potential of exogenous BA to enhance hepatic clearance of LPS and thereby potentially alleviate LPS-induced liver injury in broiler chickens. Forty-five 21-day-old male broiler chickens were randomly assigned to three groups: the control group, which received daily intraperitoneal injections of a solvent for LPS treatment and a gavage solvent for BA treatment; the LPS group, which received daily intraperitoneal injections of 0.5 mg/kg body weight LPS and a gavage solvent for BA treatment; the LPS + BA group, which received daily intraperitoneal injections of 0.5 mg/kg body weight LPS and 60 mg/kg body weight BA by gavage. BA administered by gavage protected the broiler chickens from increases in liver and spleen indices, systemic inflammatory response, and hepatic damage induced by LPS. Hepatic clearance of LPS was enhanced, as evidenced by decreased serum LPS levels and accelerated excretion into the gallbladder. Additionally, the LPS-induced downregulation of detoxification genes, including those for the lipoprotein receptor and bile acids export pump, was reversed by BA administered by gavage. Furthermore, nuclear transcription factors such as the Farnesoid X receptor (FXR) and Liver X receptor α (LXRα) were enhanced in BA-treated broiler chickens. These findings suggest that BA administration via gavage enhances hepatic LPS clearance through the upregulation of hepatic uptake and efflux proteins, likely mediated by the activation of nuclear transcription factors FXR and LXRα.
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Affiliation(s)
- Liang Chen
- MOE Joint International Research Laboratory of Animal Health and Food Safety, Nanjing Agricultural University, Nanjing 210095, China; Key Laboratory of Animal Physiology & Biochemistry, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China; Huaihua Institute of Agricultural Sciences, Huaihua 418000, China
| | - Shuai Ma
- MOE Joint International Research Laboratory of Animal Health and Food Safety, Nanjing Agricultural University, Nanjing 210095, China; Key Laboratory of Animal Physiology & Biochemistry, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China
| | - Aizhi Cao
- Industrial Research Institute of Liver Health & Homeostatic Regulation, Shandong Longchang Animal Health Product Co., Ltd., Dezhou 253000, China
| | - Ruqian Zhao
- MOE Joint International Research Laboratory of Animal Health and Food Safety, Nanjing Agricultural University, Nanjing 210095, China; Key Laboratory of Animal Physiology & Biochemistry, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China; Industrial Research Institute of Liver Health & Homeostatic Regulation, Shandong Longchang Animal Health Product Co., Ltd., Dezhou 253000, China; National Key Laboratory of Meat Quality Control and Cultured Meat Development, Nanjing 210095, China.
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10
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Sun S, Chen X. Mechanism-guided strategies for combating antibiotic resistance. World J Microbiol Biotechnol 2024; 40:295. [PMID: 39122871 DOI: 10.1007/s11274-024-04106-8] [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: 06/21/2024] [Accepted: 08/06/2024] [Indexed: 08/12/2024]
Abstract
Bacterial antibiotic resistance has been recognized as a global threat to public health. It challenges the antibiotics currently used in clinical practice and causes severe and often fatal infectious diseases. Fighting against antibiotic-resistant bacteria (ARB) is growing more urgent. While understanding the molecular mechanisms that underlie resistance is a prerequisite, several major mechanisms have been previously proposed including bacterial efflux systems, reduced cell membrane permeability, antibiotic inactivation by enzymes, target modification, and target protection. In this context, this review presents a panel of promising and potential strategies to combat antibiotic resistance/resistant bacteria. Different types of direct-acting and indirect resistance breakers, such as efflux pump inhibitors, antibiotic adjuvants, and oxidative treatments are discussed. In addition, the emerging multi-omics approaches for rapid resistance identification and promising alternatives to existing antibiotics are highlighted. Overall, this review suggests that continued effort and investment in research are required to develop new antibiotics and alternatives to existing antibiotics and translate them into environmental and clinical applications.
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Affiliation(s)
- Shengwei Sun
- Key Laboratory of Food Processing and Quality Control, College of Food Science and Technology, Nanjing Agricultural University, Nanjing, 210095, PR China.
| | - Xueyingzi Chen
- Key Laboratory of Food Processing and Quality Control, College of Food Science and Technology, Nanjing Agricultural University, Nanjing, 210095, PR China
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11
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Poscente V, Di Gregorio L, Costanzo M, Bernini R, Bevivino A. Flow cytometry: Unravelling the real antimicrobial and antibiofilm efficacy of natural bioactive compounds. J Microbiol Methods 2024; 222:106956. [PMID: 38759758 DOI: 10.1016/j.mimet.2024.106956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 05/14/2024] [Accepted: 05/14/2024] [Indexed: 05/19/2024]
Abstract
Flow cytometry (FCM) provides unique information on bacterial viability and physiology, allowing a real-time early warning antimicrobial and antibiofilm monitoring system for preventing the spread risk of foodborne disease. The present work used a combined culture-based and FCM approach to assess the in vitro efficacy of essential oils (EOs) from condiment plants commonly used in Mediterranean Europe (i.e., thyme EO, oregano EO, basil EO, and lemon EO) against planktonic and sessile cells of food-pathogenic Listeria monocytogenes 56 LY, and contaminant and alterative species Escherichia coli ATCC 25922 and Pseudomonas fluorescens ATCC 13525. Evaluation of the bacterial response to the increasing concentrations of natural compounds posed FCM as a crucial technique for the quantification of the live/dead, and viable but non-culturable (VBNC) cells when antimicrobial agents exert no real bactericidal action. Furthermore, the FCM results displayed higher numbers of viable bacteria expressed as Active Fluorescent Units (AFUs) with a greater level of repeatability compared with outcomes of the plate-count method. Overall, accurate counting of viable microbial cells is a critically important parameter in food microbiology, and flow cytometry provides an innovative approach with high-throughput potential for applications in the food industry as "flow microbiology".
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Affiliation(s)
- Valeria Poscente
- Department for Sustainability, Biotechnologies and Agroindustry Division, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Casaccia Research Center, 00123 Rome, Italy; Department of Agriculture and Forest Sciences, University of Tuscia, 01100 Viterbo, Italy
| | - Luciana Di Gregorio
- Department for Sustainability, Biotechnologies and Agroindustry Division, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Casaccia Research Center, 00123 Rome, Italy.
| | - Manuela Costanzo
- Department for Sustainability, Biotechnologies and Agroindustry Division, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Casaccia Research Center, 00123 Rome, Italy
| | - Roberta Bernini
- Department of Agriculture and Forest Sciences, University of Tuscia, 01100 Viterbo, Italy
| | - Annamaria Bevivino
- Department for Sustainability, Biotechnologies and Agroindustry Division, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Casaccia Research Center, 00123 Rome, Italy
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12
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Ji M, Li J, Liu A, Ma D. Covalent organic frameworks-based materials for antibiotics fluorescence detection. Heliyon 2024; 10:e33118. [PMID: 39022085 PMCID: PMC11252977 DOI: 10.1016/j.heliyon.2024.e33118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 06/04/2024] [Accepted: 06/14/2024] [Indexed: 07/20/2024] Open
Abstract
Antibiotics play a vital role in safeguarding people's health since most bacterial infection can be efficiently controlled and cured by treating with suitable antibiotics. However, excessive use of antibiotics in husbandry and aquaculture leaded to the pollution of eco-environment. Thus, it is important to develop simple facile methods and effective functional materials for quick on-site analysis of antibiotics. Covalent organic frameworks (COFs), as a kind of porous crystalline covalent bond linked polymers, have demonstrated its power in multiple fields. Herein, we will discuss COFs-based materials utilized as antibiotics sensors with fluorescence method. For each sensor, we will mainly discuss the mechanism for antibiotics recognition, the preparation, characterization and fluorescence sensing performance of specific antibiotics. The mechanism to illustrate the interaction between sensors and antibiotics analytes would also be stressed.
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Affiliation(s)
- Mingyang Ji
- Department of Chemistry, School of Light Industry Science and Engineering, Beijing Technology and Business University, 100048, Beijing, China
| | - Jiani Li
- Department of Chemistry, School of Light Industry Science and Engineering, Beijing Technology and Business University, 100048, Beijing, China
| | - Anan Liu
- Basic Experimental Centre for Natural Science, University of Science and Technology Beijing, Xueyuan Road 30, Beijing, 100083, China
| | - Dongge Ma
- Department of Chemistry, School of Light Industry Science and Engineering, Beijing Technology and Business University, 100048, Beijing, China
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13
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Wang Z, Zheng Y, Hu Y, Yang L, Liu X, Zhao R, Gao M, Li Z, Feng Y, Xu Y, Li N, Yang J, Wang Q, An L. Improvement of antibacterial activity of polysaccharides via chemical modification: A review. Int J Biol Macromol 2024; 269:132163. [PMID: 38729490 DOI: 10.1016/j.ijbiomac.2024.132163] [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: 01/30/2024] [Revised: 04/16/2024] [Accepted: 05/05/2024] [Indexed: 05/12/2024]
Abstract
Antibiotic residue and bacterial resistance induced by antibiotic abuse have seriously threatened food safety and human healthiness. Thus, the development and application of safe, high-efficiency, and environmentally friendly antibiotic alternatives are urgently necessary. Apart from antitumor, antivirus, anti-inflammatory, gut microbiota regulation, immunity improvement, and growth promotion activities, polysaccharides also have antibacterial activity, but such activity is relatively low, which cannot satisfy the requirements of food preservation, clinical sterilization, livestock feeding, and agricultural cultivation. Chemical modification not only provides polysaccharides with better antibacterial activity, but also promotes easy operation and large-scale production. Herein, the enhancement of the antibacterial activity of polysaccharides via acetylation, sulfation, phosphorylation, carboxymethylation, selenation, amination, acid graft, and other chemical modifications is reviewed. Meanwhile, a new trend on the application of loading chemically modified polysaccharides into nanostructures is discussed. Furthermore, possible limitations and future recommendations for the development and application of chemically modified polysaccharides with better antibacterial activity are suggested.
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Affiliation(s)
- Zichao Wang
- School of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Yi Zheng
- School of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Yiwei Hu
- School of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Libo Yang
- School of Landscape and Ecological Engineering, Hebei University of Engineering, 19 Taiji Road, Handan, Hebei 056038, China.
| | - Xirui Liu
- School of Foreign Languages, Henan University of Technology, Zhengzhou 450001, China
| | - Renyong Zhao
- College of Food Science and Technology, Henan University of Technology, Zhengzhou 450001, China
| | - Minjie Gao
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Zhitao Li
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Yingjie Feng
- Technology Center, China Tobacco Henan Industrial Co., Ltd., Zhengzhou 450000, China
| | - Yongming Xu
- Technology Center, China Tobacco Henan Industrial Co., Ltd., Zhengzhou 450000, China
| | - Na Li
- Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, China
| | - Jinchu Yang
- Technology Center, China Tobacco Henan Industrial Co., Ltd., Zhengzhou 450000, China.
| | - Qi Wang
- School of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China.
| | - Lemei An
- Department of Rheumatology and Clinical Immunology, Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, Zhengzhou 450003, China.
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14
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Sidirokastritis ND, Vareltzis P. Matrix effect on the Effectiveness of High Hydrostatic Pressure Treatment on Antibiotic Residues. J Food Prot 2024; 87:100278. [PMID: 38631420 DOI: 10.1016/j.jfp.2024.100278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/08/2024] [Accepted: 04/10/2024] [Indexed: 04/19/2024]
Abstract
The use of antibiotics in agriculture and livestock poses health risks to consumers. Treatments such as High Hydrostatic Pressure (HHP) have been shown to reduce antibiotic and pesticide residues in food. This study aims to investigate the matrix effect on the effectiveness of HHP on hydrochloride tetracycline (HTC) and sulfathiazole (STZ) residues in spiked food matrices. The effect of viscosity, as well as carbohydrate, protein, and fat content on the effectiveness of HHP on antibiotic residues, was investigated. The studied matrices were full-fat and fat-free bovine milk and model food systems consisting of aqueous solutions of sugars, aqueous solutions of proteins, and oil in water emulsions. Model food systems were also used to study the viscosity effect. These systems consisted of aqueous solutions of honey, aqueous solutions of apple puree, and aqueous solutions of glycerol. The HHP processing (580 MPa, 6 min, 25 °C) took place under industrial conditions. For both antibiotics, the concentration of sugars and proteins was found to affect the effectiveness of treatment. The concentration of oils affected treatment efficacy only for HTC. Reduction of antibiotics by HHP was also affected by the type of carbohydrate and the viscosity. In conclusion, the composition and the viscosity of the food matrix exert a variable effect on the studied antibiotic residues reduction by HHP indicating different underlying mechanisms of the interactions between food constituents and antibiotics under the same process conditions.
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Affiliation(s)
- Nikolaos D Sidirokastritis
- Laboratory of Food Industries and Agricultural Industries Technology, Chemical Engineering Department, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.
| | - Patroklos Vareltzis
- Laboratory of Food Industries and Agricultural Industries Technology, Chemical Engineering Department, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.
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15
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Widiasih DA, Pratama RP, Drastini Y, Putri K, Fatimah LN, Indarjulianto S. Rapid testing of antibiotic residues to increase food safety awareness of animal origin. Vet World 2024; 17:1177-1183. [PMID: 38911089 PMCID: PMC11188884 DOI: 10.14202/vetworld.2024.1177-1183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 04/26/2024] [Indexed: 06/25/2024] Open
Abstract
Background and Aim Antibiotics are used to improve growth, reduce disease, and decrease mortality in animals grown for food. The government regulates and prohibits the use of antibiotics, in particular, the use of antibiotic growth promoter (AGP) in livestock; however, it is not yet known whether the use of antibiotics is in accordance with regulations so that there are no antibiotic residues in food of animal origin. To ensure food safety of animal origin and to raise awareness of food safety, it is necessary to detect antibiotic residues in fish, eggs, and chicken meat from Yogyakarta Special Province through monitoring and monitoring. To ensure food safety and regulatory compliance in food samples, antibiotic residue screening techniques are essential. A number of methods, such as time-consuming and costly chromatographic and spectroscopic methods, have been developed for the detection of antibiotic residues in food samples; however, not all laboratories have these facilities. Therefore, a rapid diagnosis of food of animal origin is required. The purpose of this study was to rapidly test antibiotic residues by using Premi®test kits (R-Biopharm AG, Germany) to increase awareness of food safety of animal origin. Materials and Methods We tested 345 animal-based food samples from traditional markets, supermarkets, and central markets in five districts of Yogyakarta Special Province for antibiotic residues using rapid test kits and observation questionnaires to identify risk factors. Results The presence of antibiotic residues in food-animal origin samples from the Yogyakarta region had an antibiotic residue level of 9.28% (32/345), consisting of fish samples 11.3% (18/97), eggs 15.65% (1/114), and chicken meat samples 0.87% (13/102). The highest percentage of samples positive for residual antibiotics was 21.9% (7/32) from supermarket meat samples. The highest amounts of antibiotic residues were found in fish samples collected from Sleman Regency, up to 25% (8/32), whereas in supermarket fish samples, there were as high as 18.8% (6/32). Conclusion Antibiotic residues in animal-based food can be attributed to various factors, including product source, transportation conditions, and environmental conditions. The widespread distribution of antibiotic residues in fish comes from environmental conditions during maintenance, distribution, and retailing. Monitoring antibiotic residue prevalence in food-animal origins, particularly chicken meat, eggs, and fish, is crucial for improving animal food quality and safety.
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Affiliation(s)
- Dyah Ayu Widiasih
- Department of Veterinary Public Health, Faculty of Veterinary Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | | | - Yatri Drastini
- Department of Veterinary Public Health, Faculty of Veterinary Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Khrisdiana Putri
- Department of Veterinary Public Health, Faculty of Veterinary Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Laila Nur Fatimah
- Department of Veterinary Public Health, Faculty of Veterinary Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Soedarmanto Indarjulianto
- Department of Internal Medicine, Faculty of Veterinary Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
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16
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Hemmati F, Hosseini H, Mostashari P, Aliyeva A, Mousavi Khaneghah A. Application of molecularly imprinted polymers as the sorbent for extraction of chemical contaminants from milk. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2024; 34:2015-2030. [PMID: 37115101 DOI: 10.1080/09603123.2023.2207484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 04/24/2023] [Indexed: 06/19/2023]
Abstract
Milk is one of the most consumed and balanced foods with a high nutritional value which could be contaminated with different chemicals such as antibiotics, melamine, and hormones. Because of the low concentration of these compounds and the complexity of milk samples, there is a need to use sample pre-treatment methods for purification and preconcentration of these compounds before instrumental techniques. Molecular imprinting polymers (MIPs) are synthetic materials with specific recognition sites complementary to the target molecule. MIPs have selectivity for a specific analyte or group of analytes, which could be used to extract and determine contaminants and remove the interfering compounds from complex samples. Compared to other techniques, sample preparation, high selectivity, excellent stability, and low cost are other advantages of using MIPs. The present article gives an overview of the synthesis of MIPs and their application for extracting antibiotics, hormones, and melamine in milk samples.
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Affiliation(s)
- Fatemeh Hemmati
- Student Research Committee, Department of Food Science and Technology, National Nutrition and Food Technology Research Institute, Faculty of Nutrition Sciences and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hedayat Hosseini
- Department of Food Science and Technology, National Nutrition and Food Technology Research Institute, Faculty of Nutrition Sciences and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Parisa Mostashari
- Department of Food Science and Technology, National Nutrition and Food Technology Research Institute, Faculty of Nutrition Sciences and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Food Science and Technology, Faculty of Pharmacy, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Aynura Aliyeva
- Department of Technology of Chemistry, Azerbaijan State Oil and Industry University, Baku, Azerbaijan
| | - Amin Mousavi Khaneghah
- Department of Technology of Chemistry, Azerbaijan State Oil and Industry University, Baku, Azerbaijan
- Department of Fruit and Vegetable Product Technology, Prof. Wacław Dąbrowski Institute of Agricultural and Food Biotechnology - State Research Institute, Warsaw, Poland
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17
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Tsai CT, Lin CW, Ye GL, Wu SC, Yao P, Lin CT, Wan L, Tsai HHG. Accelerating Antimicrobial Peptide Discovery for WHO Priority Pathogens through Predictive and Interpretable Machine Learning Models. ACS OMEGA 2024; 9:9357-9374. [PMID: 38434814 PMCID: PMC10905719 DOI: 10.1021/acsomega.3c08676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 12/19/2023] [Accepted: 01/19/2024] [Indexed: 03/05/2024]
Abstract
The escalating menace of multidrug-resistant (MDR) pathogens necessitates a paradigm shift from conventional antibiotics to innovative alternatives. Antimicrobial peptides (AMPs) emerge as a compelling contender in this arena. Employing in silico methodologies, we can usher in a new era of AMP discovery, streamlining the identification process from vast candidate sequences, thereby optimizing laboratory screening expenditures. Here, we unveil cutting-edge machine learning (ML) models that are both predictive and interpretable, tailored for the identification of potent AMPs targeting World Health Organization's (WHO) high-priority pathogens. Furthermore, we have developed ML models that consider the hemolysis of human erythrocytes, emphasizing their therapeutic potential. Anchored in the nuanced physical-chemical attributes gleaned from the three-dimensional (3D) helical conformations of AMPs, our optimized models have demonstrated commendable performance-boasting an accuracy exceeding 75% when evaluated against both low-sequence-identified peptides and recently unveiled AMPs. As a testament to their efficacy, we deployed these models to prioritize peptide sequences stemming from PEM-2 and subsequently probed the bioactivity of our algorithm-predicted peptides vis-à-vis WHO's priority pathogens. Intriguingly, several of these new AMPs outperformed the native PEM-2 in their antimicrobial prowess, thereby underscoring the robustness of our modeling approach. To elucidate ML model outcomes, we probe via Shapley Additive exPlanations (SHAP) values, uncovering intricate mechanisms guiding diverse actions against bacteria. Our state-of-the-art predictive models expedite the design of new AMPs, offering a robust countermeasure to antibiotic resistance. Our prediction tool is available to the public at https://ai-meta.chem.ncu.edu.tw/amp-meta.
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Affiliation(s)
- Cheng-Ting Tsai
- Department
of Chemistry, National Central University, No. 300, Zhongda Road, Zhongli District, Taoyuan 32001, Taiwan
| | - Chia-Wei Lin
- Department
of Chemistry, National Central University, No. 300, Zhongda Road, Zhongli District, Taoyuan 32001, Taiwan
| | - Gen-Lin Ye
- Department
of Chemistry, National Central University, No. 300, Zhongda Road, Zhongli District, Taoyuan 32001, Taiwan
| | - Shao-Chi Wu
- Department
of Chemistry, National Central University, No. 300, Zhongda Road, Zhongli District, Taoyuan 32001, Taiwan
| | - Philip Yao
- Aurora
High School, 109 W Pioneer Trail, Aurora, Ohio 44202, United States
| | - Ching-Ting Lin
- School
of Chinese Medicine, China Medical University, No. 91 Hsueh-Shih Road, Taichung 40402, Taiwan
| | - Lei Wan
- School
of Chinese Medicine, China Medical University, No. 91 Hsueh-Shih Road, Taichung 40402, Taiwan
| | - Hui-Hsu Gavin Tsai
- Department
of Chemistry, National Central University, No. 300, Zhongda Road, Zhongli District, Taoyuan 32001, Taiwan
- Research
Center of New Generation Light Driven Photovoltaic Modules, National Central University, Taoyuan 32001, Taiwan
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18
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Naser NH, Suhail FSA, Hussein SA, Salih SS. Physicochemical properties as a function of lomefloxacin biological activity. POLSKI MERKURIUSZ LEKARSKI : ORGAN POLSKIEGO TOWARZYSTWA LEKARSKIEGO 2024; 52:197-202. [PMID: 38642355 DOI: 10.36740/merkur202402108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/22/2024]
Abstract
OBJECTIVE Aim: The goal is to discover QSAR of Lomefloxacin as antibacterial activity. PATIENTS AND METHODS Materials and Methods: A number of lomefloxacins analogs activities were studied by program Windows Chem SW. The analogues were obtained and energy minimization was carried out through Molecular Modeling Program, the calculations were performed using General Atomic and Molecular Electronic Structure System (GAMESS) software. RESULTS Results: There were six descriptions (N-quinoline more (-) ev charge, Kinetic Energy, Potential Energy, Log p, Log S, F6 charge) results have highly compatible of physicochemical properties with lomefloxacin analogs activities. It can be used to estimate the activities depending on QSAR equation of lomefloxacin analogs. CONCLUSION Conclusions: The parameters used for calculation were depending on the quantum chemical was employed in deriving from computational study of properties and can used to predict the activities of certain analogs of Lomefloxacins as antibacterial compounds.
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19
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Tacias-Pascacio VG, Castañeda-Valbuena D, Tavano O, Murcia ÁB, Torrestina-Sánchez B, Fernandez-Lafuente R. Peptides with biological and technofunctional properties produced by bromelain hydrolysis of proteins from different sources: A review. Int J Biol Macromol 2023; 253:127244. [PMID: 37806416 DOI: 10.1016/j.ijbiomac.2023.127244] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 10/02/2023] [Accepted: 10/02/2023] [Indexed: 10/10/2023]
Abstract
Bromelains are cysteine peptidases with endopeptidase action (a subfamily of papains), obtained from different parts of vegetable belonging to the Bromeliaceae family. They have some intrinsic medical activity, but this review is focused on their application (individually or mixed with other proteases) to produce bioactive peptides. When compared to other proteases, perhaps due to the fact that they are commercialized as an extract containing several proteases, the hydrolysates produced by this enzyme tends to have higher bioactivities than other common proteases. The peptides and the intensity of their final properties depend on the substrate protein and reaction conditions, being the degree of hydrolysis a determining parameter (but not always positive or negative). The produced peptides may have diverse activities such as antioxidant, antitumoral, antihypertensive or antimicrobial ones, among others or they may be utilized to improve the organoleptic properties of foods and feeds. Evolution of the use of this enzyme in this application is proposed to be based on a more intense direct application of Bromeliaceae extract, without the cost associated to enzyme purification, and the use of immobilized biocatalysts of the enzyme by simplifying the enzyme recovery and reuse, and also making the sequential hydrolysis using diverse proteases possible.
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Affiliation(s)
- Veymar G Tacias-Pascacio
- Facultad de Ciencias de la Nutrición y Alimentos, Universidad de Ciencias y Artes de Chiapas, Lib. Norte Pte. 1150, 29039 Tuxtla Gutiérrez, Chiapas, Mexico
| | - Daniel Castañeda-Valbuena
- Facultad de Ciencias de la Nutrición y Alimentos, Universidad de Ciencias y Artes de Chiapas, Lib. Norte Pte. 1150, 29039 Tuxtla Gutiérrez, Chiapas, Mexico
| | - Olga Tavano
- Faculty of Nutrition, Alfenas Federal Univ., 700 Gabriel Monteiro da Silva St, Alfenas, MG 37130-000, Brazil
| | - Ángel Berenguer Murcia
- Departamento de Química Inorgánica e Instituto Universitario de Materiales, Universidad de Alicante, Alicante, Spain
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20
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Mohanty D, Suar M, Panda SK. Nanotechnological interventions in bacteriocin formulations - advances, and scope for challenging food spoilage bacteria and drug-resistant foodborne pathogens. Crit Rev Food Sci Nutr 2023; 65:1126-1143. [PMID: 38069682 DOI: 10.1080/10408398.2023.2289184] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2025]
Abstract
Food spoilage bacteria (FSB) and multidrug-resistant (MDR) foodborne pathogens have emerged as one of the principal public health concerns in the twenty first century. The harmful effects of FSB lead to economic losses for the food industries. Similarly, MDR foodborne pathogens are accountable for multiple illnesses and pose a threat to consumers. Therefore, there is an urgent need to establish effective formulations for successful application against such microorganisms. In this context, the fusion of knowledge from biotechnology and nanotechnology can explore endless possibilities in the development of innovative formulations against FSB and foodborne pathogens. The current review critically examines the application of bacteriocins in the food industry and the use of nanomaterials to enhance the antimicrobial activity, stability, and precision in the target delivery of bacteriocins. This review also explores the technologies involved in the development of bacteriocin-based nanoformulations and their action against FSB and MDR foodborne pathogens, offering new possibilities in preservation technologies and addressing food safety issues in the food industry. The review highlights the challenges in the commercialization and technoeconomical feasibility of nanobacteriocin. Overall, it provides essential information and interpretation about nanotechnological advancements in bacteriocin formulation action against FSB and foodborne pathogens and future scopes.
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Affiliation(s)
- Debapriya Mohanty
- School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT) Deemed to be University, Bhubaneswar, Odisha, India
| | - Mrutyunjay Suar
- School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT) Deemed to be University, Bhubaneswar, Odisha, India
| | - Sandeep Kumar Panda
- School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT) Deemed to be University, Bhubaneswar, Odisha, India
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21
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Lee PC, Yen CF, Lin CC, Lung FDT. Designing the antimicrobial peptide with centrosymmetric and amphipathic characterizations for improving antimicrobial activity. J Pept Sci 2023; 29:e3510. [PMID: 37151189 DOI: 10.1002/psc.3510] [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: 02/14/2023] [Revised: 04/08/2023] [Accepted: 05/02/2023] [Indexed: 05/09/2023]
Abstract
Antibiotic-resistant bacterial infections are becoming a serious health issue and will cause 10 million deaths per year by 2050. As a result, the development of new antimicrobial agents is urgently needed. Antimicrobial peptides (AMPs) are found in the innate immune systems of various organisms to effectively fend off invading pathogens. In this study, we designed a series of AMPs (THL-2-1 to THL-2-9) with centrosymmetric and amphipathic properties, through substituting different amino acids on the hydrophobic side and at the centrosymmetric position to improve their antimicrobial activity. The results showed that leucine as a residue on the hydrophobic side of the peptide could enhance its antimicrobial activity and that glutamic acid as a centrosymmetric residue could increase the salt resistance of the peptide. Thus, the THL-2-3 peptide (KRLLRELKRLL-NH2 ) showed the greatest antimicrobial activity (MIC90 of 16 μM) against Gram-negative bacteria and had the highest salt resistance and cell selectivity among all the designed peptides. In summary, the results of this study provide useful references for the design of AMPs to enhance antimicrobial activity.
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Affiliation(s)
- Ping-Chien Lee
- Department of Chemistry, Tunghai University, Taichung, Taiwan
| | - Chi-Fang Yen
- Department of Chemistry, Tunghai University, Taichung, Taiwan
| | - Ching-Chun Lin
- Department of Chemistry, Tunghai University, Taichung, Taiwan
| | - Feng-Di T Lung
- Department of Chemistry, Tunghai University, Taichung, Taiwan
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