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Sun S, Feng Y, Li H, Xu S, Huang H, Zou X, Lv Z, Yao X, Gui S, Xu Y, Jin X, Lu X. A novel biosensor MDC@N-MMCNs to selective detection and elimination of foodborne bacterial pathogens. Anal Chim Acta 2025; 1354:344008. [PMID: 40253057 DOI: 10.1016/j.aca.2025.344008] [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: 01/24/2025] [Revised: 03/28/2025] [Accepted: 03/31/2025] [Indexed: 04/21/2025]
Abstract
BACKGROUND Infections caused by foodborne pathogens pose a major threat to human health. Traditional bacterial detection methods, such as plate culture and polymerase chain reaction, cannot meet the growing demand for fast and accurate detection. In contrast, colorimetric sensors have the characteristics of convenience, speed, and visualization, but their specific sensitivity is relatively poor. Therefore, it is necessary to develop a biosensor with selective identification of foodborne pathogens, high sensitivity, and early detection of foodborne pathogen contamination in food. RESULTS We have developed a broad-spectrum microbial detection biosensor platform MDC@N-MMCNs that combines antimicrobial peptides as identifying ingredients with mesoporous carbon with peroxidase-like activity to detect and eliminate foodborne pathogens rapidly. In this study, nitrogen-doped magnetic mesoporous carbon nanospheres (N-MMCNs) were prepared using ferric nitrate as the magnetic source. Musca domestica cecropin (MDC) has abundant recognition sites on the surface of bacteria, which helps to recognize and amplify the signal, and combines with N-MMCNs to form MDC@N-MMCNs. MDC@N-MMCNs have high stability, specificity, and sensitivity, with a visual detection limit as low as 102 CFU/mL. The MDC@N-MMCNs paper-based sensor enables selective and rapid detection of four foodborne pathogens via a smartphone application. SIGNIFICANCE Based on these findings, we believe that MDC@N-MMCNs hold great potential for on-site bacterial infection diagnosis in resource-limited environments or point-of-care (POCT) settings, offering a simple, cost-effective solution for food safety and public health.
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Affiliation(s)
- Shuyue Sun
- Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, School of Basic Medical Sciences, Guangdong Pharmaceutical University, Guangzhou Higher Education Mega Center, 280 Wai Huan Dong Road, Guangzhou, 510006, People's Republic of China
| | - Yonglin Feng
- Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, School of Basic Medical Sciences, Guangdong Pharmaceutical University, Guangzhou Higher Education Mega Center, 280 Wai Huan Dong Road, Guangzhou, 510006, People's Republic of China; Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, People's Republic of China; Intensive Care Unit, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, 518031, People's Republic of China
| | - Haonan Li
- Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, School of Basic Medical Sciences, Guangdong Pharmaceutical University, Guangzhou Higher Education Mega Center, 280 Wai Huan Dong Road, Guangzhou, 510006, People's Republic of China; Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, People's Republic of China; Intensive Care Unit, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, 518031, People's Republic of China
| | - Sijia Xu
- Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, School of Basic Medical Sciences, Guangdong Pharmaceutical University, Guangzhou Higher Education Mega Center, 280 Wai Huan Dong Road, Guangzhou, 510006, People's Republic of China; Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, People's Republic of China; Intensive Care Unit, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, 518031, People's Republic of China
| | - Huijuan Huang
- Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, School of Basic Medical Sciences, Guangdong Pharmaceutical University, Guangzhou Higher Education Mega Center, 280 Wai Huan Dong Road, Guangzhou, 510006, People's Republic of China; Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, People's Republic of China; Intensive Care Unit, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, 518031, People's Republic of China
| | - Xuan Zou
- Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, People's Republic of China
| | - Ziquan Lv
- Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, People's Republic of China
| | - Xiangjie Yao
- Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, People's Republic of China
| | - Shuiqing Gui
- Intensive Care Unit, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, 518031, People's Republic of China.
| | - Yinghua Xu
- Key Laboratory of the Ministry of Health for Research on Quality and Standardization of Biotechnology Products, National Institutes for Food and Drug Control, Beijing, 102629, People's Republic of China.
| | - Xiaobao Jin
- Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, School of Basic Medical Sciences, Guangdong Pharmaceutical University, Guangzhou Higher Education Mega Center, 280 Wai Huan Dong Road, Guangzhou, 510006, People's Republic of China.
| | - Xuemei Lu
- Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, School of Basic Medical Sciences, Guangdong Pharmaceutical University, Guangzhou Higher Education Mega Center, 280 Wai Huan Dong Road, Guangzhou, 510006, People's Republic of China; Shenzhen Center for Disease Control and Prevention, Shenzhen, 518055, People's Republic of China.
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2
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Tu Q, Li M, Sun Z, Niu H, Zhao L, Wang Y, Sun L, Liu Y, Zhu Y, Zhao G. Rapid and accurate identification of foodborne bacteria: a combined approach using confocal Raman micro-spectroscopy and explainable machine learning. Anal Bioanal Chem 2025; 417:2281-2292. [PMID: 40156634 DOI: 10.1007/s00216-025-05816-0] [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: 01/12/2025] [Revised: 02/24/2025] [Accepted: 02/26/2025] [Indexed: 04/01/2025]
Abstract
This study proposes a rapid identification method for foodborne pathogens by combining Raman spectroscopy with explainable machine learning. Spectral data of nine common foodborne pathogens are collected using a laser confocal Raman spectrometer, and their characteristic Raman peaks are identified and analyzed. Key spectral features are extracted using competitive adaptive reweighted sampling (CARS) and the successive projections algorithm (SPA), while t-distributed stochastic neighbor embedding (t-SNE) is employed for visualization. Subsequently, classification models, including support vector machine (SVM) and random forest (RF), are developed, and the optimal model is selected based on classification accuracy (ACC), with the RF model achieving a test accuracy of 98.91%. To enhance the interpretability of the model, Shapley Additive exPlanations (SHAP) analysis is applied to evaluate the contribution of each spectral feature to the classification results, identifying critical Raman shifts significantly influencing pathogen classification. The results demonstrate that CARS-SPA feature selection not only improves the accuracy and efficiency of the classification model but also enhances its transparency and reliability. This study optimizes the workflow for food safety testing, reduces the risk of foodborne diseases, and provides robust technical support for public health and safety.
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Affiliation(s)
- Qiancheng Tu
- College of Food Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
| | - Miaoyun Li
- College of Food Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
| | - Zhiyuan Sun
- Henan Institute of Food and Salt Industry Inspection Technology, Zhengzhou, China
| | - Huimin Niu
- Henan Institute of Food and Salt Industry Inspection Technology, Zhengzhou, China
| | - Lijun Zhao
- College of Food Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
| | - Yanxiao Wang
- Henan Scientific Research Platform Service Center, Zhengzhou, China
| | - Lingxia Sun
- College of Food Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
| | - Yanxia Liu
- College of Food Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
| | - Yaodi Zhu
- College of Food Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China.
| | - Gaiming Zhao
- College of Food Science and Technology, Henan Agricultural University, Zhengzhou, 450002, China
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3
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Jin J, Xue Y, Tian L. Network toxicological analysis of sodium dehydroacetate in food safety. Food Chem Toxicol 2025; 201:115469. [PMID: 40274010 DOI: 10.1016/j.fct.2025.115469] [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: 12/23/2024] [Revised: 04/19/2025] [Accepted: 04/20/2025] [Indexed: 04/26/2025]
Abstract
Sodium dehydroacetate (Na-DHA), a synthetic preservative under tightened regulations, was evaluated for multi-organ toxicity using network toxicology. ADMETlab3.0 predicted genotoxicity, hepatotoxicity, and carcinogenicity risks. Target mining identified 13 cancer-related, 11 liver injury-related, and 8 genotoxicity-related core genes, with shared hubs (ALOX5, PTGS2, SMAD3, TNF) across pathologies. Functional analyses revealed inflammation, oxidative stress, and immune dysregulation as central mechanisms. KEGG pathway analysis linked cancer/liver injury to AGE-RAGE signaling (TNF, NOX4) and genotoxicity to efferocytosis impairment (PTGS2, ALOX5), suggesting DNA repair disruption. The integrated network demonstrated Na-DHA's pleiotropic effects through convergent pathways, transcending organ-specific toxicity. This systemic profile challenges conventional single-endpoint assessments, advocating comprehensive multi-organ risk evaluation.
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Affiliation(s)
- Jing Jin
- Center for Rehabilitation Medicine, Department of Rehabilitation, Neurotumor Rehabilitation Ward, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Yan Xue
- The Nanomedicine Research Laboratory, Hand Surgery Research Center, Research Central of Clinical Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China
| | - Liang Tian
- Center for Rehabilitation Medicine, Department of Rehabilitation, Neurotumor Rehabilitation Ward, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China.
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4
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Sinha S, Hackl LS, Huey SL, Lambertini E, Nordhagen S, Bennett AM, Shrestha N, Cole NL, Finkelstein JL, Mehta S. Overview of foodborne hazards associated with inflammation and metabolic health. BMC GLOBAL AND PUBLIC HEALTH 2025; 3:31. [PMID: 40200316 PMCID: PMC11980346 DOI: 10.1186/s44263-025-00150-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Accepted: 03/20/2025] [Indexed: 04/10/2025]
Abstract
Access to safe and nutritious food is key to ensuring health and well-being and is critical to meeting the United Nations' Sustainable Development Goals. However, a synthesis of the associations between foodborne illness and malnutrition, such as metabolic health, remains a gap in the literature base. In this review, we summarized existing evidence on the impacts of biological and chemical hazards on nutrition-related health outcomes, specifically overweight and obesity, inflammation, metabolic disease, thyroid function, cancer development, and adverse birth outcomes, examining physiological mechanisms, epidemiological associations, and animal studies. Mechanisms between some foodborne hazards, such as H. pylori, and adverse pregnancy outcomes, e.g., gestational diabetes mellitus, or between nitrates and impaired thyroid function, are relatively well-studied. However, evidence on the effects of many other chemical hazards on metabolic and human health remains limited: for example, while arsenic exposure is associated with adverse birth outcomes, the limited availability of dose-response studies and other challenges limit ascertaining its causal role. Untangling these associations and physiological mechanisms is of high relevance for both high- as well as low- and middle-income countries. Emerging technologies and novel assessment techniques are needed to improve the detection and understanding of understudied and complex foodborne diseases, particularly those arising from chemical hazards. These evidence gaps are highlighted in this review, as well as the need for establishing surveillance systems for monitoring foodborne diseases and metabolic health outcomes across populations.
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Affiliation(s)
- Srishti Sinha
- Cornell Joan Klein Jacobs Center for Precision Nutrition and Health, Cornell University, 3101 Martha van Rensselaer Hall, Ithaca, NY, 14853, USA
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, 14853, USA
| | - Laura S Hackl
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, 14853, USA
| | - Samantha L Huey
- Cornell Joan Klein Jacobs Center for Precision Nutrition and Health, Cornell University, 3101 Martha van Rensselaer Hall, Ithaca, NY, 14853, USA
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, 14853, USA
| | | | | | - Anna M Bennett
- Cornell Joan Klein Jacobs Center for Precision Nutrition and Health, Cornell University, 3101 Martha van Rensselaer Hall, Ithaca, NY, 14853, USA
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, 14853, USA
| | - Nidhi Shrestha
- Cornell Joan Klein Jacobs Center for Precision Nutrition and Health, Cornell University, 3101 Martha van Rensselaer Hall, Ithaca, NY, 14853, USA
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, 14853, USA
| | - Nathaniel L Cole
- Cornell Joan Klein Jacobs Center for Precision Nutrition and Health, Cornell University, 3101 Martha van Rensselaer Hall, Ithaca, NY, 14853, USA
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, 14853, USA
| | - Julia L Finkelstein
- Cornell Joan Klein Jacobs Center for Precision Nutrition and Health, Cornell University, 3101 Martha van Rensselaer Hall, Ithaca, NY, 14853, USA
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, 14853, USA
| | - Saurabh Mehta
- Cornell Joan Klein Jacobs Center for Precision Nutrition and Health, Cornell University, 3101 Martha van Rensselaer Hall, Ithaca, NY, 14853, USA.
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, 14853, USA.
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5
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Jiao X, Chong X, Du H, Yang M, Zhu Z, Ma Z, Wen Y. Development of pH and enzyme dual responsive chitosan/polyaspartic acid nanoparticle-embedded nanofibers for fruit preservation. Int J Biol Macromol 2025; 297:139903. [PMID: 39818386 DOI: 10.1016/j.ijbiomac.2025.139903] [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: 11/14/2024] [Revised: 12/26/2024] [Accepted: 01/13/2025] [Indexed: 01/18/2025]
Abstract
This study focuses on the development and application of tea polyphenol-loaded chitosan/polyaspartic acid nanoparticles (TP@CS/PASP-Nps) embedded within polyvinyl alcohol (PVA) nanofibers to extend the shelf life of fruit. The nanofibers were fabricated using electrospinning, which enhanced the stability and uniform dispersion of the nanoparticles. Experimental results demonstrated that the TP@CS/PASP nanoparticles exhibit significant pH and protease-responsive release of TP, with a cumulative release of 56.22 % at pH 5.0 after 120 h, compared to 26.70 % at pH 7.0. In the presence of 1 mg/mL protease, the release of TP increased by 25.31 %. Furthermore, the nanofibers displayed excellent antimicrobial properties, inhibiting the growth of Escherichia coli, Staphylococcus aureus, and Botrytis cinerea, and exhibited antioxidant activity with a DPPH scavenging rate of 43.1 % at 10 mg/mL. When applied to strawberries, the nanofibers significantly prolonged shelf life, maintaining a 0 % mold growth rate over six days compared to 100 % in the control group. This innovative packaging system presents a promising solution for the intelligent control of active substance release, offering valuable insights into the application of stimulus-responsive nanoparticles in food preservation.
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Affiliation(s)
- Xiangyu Jiao
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Daxing Research Institute, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China.
| | - Xiaona Chong
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Daxing Research Institute, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China
| | - Haiyu Du
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Daxing Research Institute, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China
| | - Mengyao Yang
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Daxing Research Institute, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China
| | - Zhu Zhu
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Daxing Research Institute, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China
| | - Zhengfeng Ma
- Shandong Laboratory of Advanced Materials and Green Manufacturing at Yantai, Yantai 265503, China
| | - Yongqiang Wen
- Beijing Key Laboratory for Bioengineering and Sensing Technology, Daxing Research Institute, School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing 100083, China.
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6
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Montenegro Gallazzi LF, Pérez CD, Rossetti L, Cunzolo S, Rizzo SA, Descalzo AM. The pasture system improves natural antioxidants and functional lipids while reducing lipid peroxidation in Ctenopharyngodon idella (grass carp) burgers during storage. Food Chem 2025; 464:141866. [PMID: 39509892 DOI: 10.1016/j.foodchem.2024.141866] [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: 07/31/2024] [Revised: 10/25/2024] [Accepted: 10/29/2024] [Indexed: 11/15/2024]
Abstract
C. idella burgers made from a pasture-based system provide a natural method for producing high-quality fish products, resulting in meat enriched with polyunsaturated fatty acids, particularly EPA and DHA, as well as fat-soluble vitamins and antioxidants. In this study, C. idella meat burgers were made from two types of diets: pasture-based (PS) and grain-based (GS). A total of 36 burgers were stored in plastic trays (three burgers per tray; 12 trays per group), in a refrigeration chamber at 4 °C ± 0.1 °C for 120 h to conduct a shelf-life experiment comparing the meats. Initial fatty acid profile and nutritional composition were determined at 0 h. Additionally, fat-soluble vitamins, antioxidants, TBA, and FRAP were measured at 0, 24, 48, 72, 96, and 120 h. PS burgers exhibited higher concentrations of n-3 LC-PUFAs, vitamins, antioxidants, except for gamma-tocopherol, and FRAP than GS burgers (P < 0.05), while GS burgers had higher TBA and γ-tocopherol (P < 0.05). Both burgers experienced vitamin reduction during storage, with PS burgers maintaining higher concentrations. Vitamin decline correlated with increased oxidation (TBA) in both burger types. These results suggest that pasture-fed burgers have longer shelf life than GS burgers due to reduced oxidation and enhanced stability of bioactive compounds.
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Affiliation(s)
- L F Montenegro Gallazzi
- Facultad de Ciencias Agrarias, Universidad Nacional de Lomas de Zamora, Buenos Aires, Argentina; Instituto de Ciencia y Tecnologia de Sistemas Alimentarios Sustentables (UEDD INTA CONICET), Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Argentina.
| | - C D Pérez
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Argentina; Grupo de Investigación en Ingeniería en Alimentos (GIIA), Instituto de Ciencia y Tecnología de Alimentos y Ambiente (INCITAA), Facultad de Ingeniería, Universidad Nacional de Mar del Plata, Juan B. Justo 4302, B7600FDQ Mar del Plata, Argentina.
| | - L Rossetti
- Instituto Tecnologia de Alimentos, CIA, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina; Instituto de Ciencia y Tecnologia de Sistemas Alimentarios Sustentables (UEDD INTA CONICET), Argentina
| | - S Cunzolo
- Instituto Tecnologia de Alimentos, CIA, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina; Instituto de Ciencia y Tecnologia de Sistemas Alimentarios Sustentables (UEDD INTA CONICET), Argentina
| | - S A Rizzo
- Instituto Tecnologia de Alimentos, CIA, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina; Instituto de Ciencia y Tecnologia de Sistemas Alimentarios Sustentables (UEDD INTA CONICET), Argentina
| | - A M Descalzo
- Instituto Tecnologia de Alimentos, CIA, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina; Instituto de Ciencia y Tecnologia de Sistemas Alimentarios Sustentables (UEDD INTA CONICET), Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Argentina
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7
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Zhang Y, Song W, Mao S, Qian Y, Gui Q, Du J. An Antibacterial and Antioxidant Food Packaging Film Based on Amphiphilic Polypeptides-Resveratrol-Chitosan. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2025; 21:e2408767. [PMID: 39670689 DOI: 10.1002/smll.202408767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 12/03/2024] [Indexed: 12/14/2024]
Abstract
Antimicrobial and antioxidant packaging films play a crucial role in extending food shelf life, maintaining quality, and enhancing safety by inhibiting microbial growth and slowing oxidation processes. However, most commercial preservative films suffer from limited antimicrobial and antioxidant properties. Moreover, these films are made from petroleum-based materials that degrade into microplastics, resulting in environmental contamination and potential health risks for humans. Herein, an antibacterial and antioxidant food packaging film (CS-SAP@R) is developed by integrating star-shaped amphiphilic polypeptides (SAP) and resveratrol (R) into the chitosan (CS) matrix. The incorporation of SAP not only effectively addresses the existing compatibility issues between the highly hydrophobic resveratrol and water-soluble CS film, but also significantly enhances the antimicrobial properties of CS. Additionally, the well-integrated resveratrol molecules endow the film with superior antioxidant properties. Furthermore, CS-SAP@R has achieved bacterial killing rates of 97.31% against E. coli and 99.05% against S. aureus. The enhanced characteristics of the CS-SAP@R film contribute to its exceptional preservation performance, effectively extending the shelf life of perishable products by ≈3 days when stored at 4 °C. These remarkable attributes underscore the benefits of polypeptide-based biopolymers and demonstrate the potential applicability of the CS-SAP@R film in effectively safeguarding perishable products.
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Affiliation(s)
- Yu Zhang
- Shanghai Key Laboratory of Molecular Imaging, School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
- State Key Laboratory of Molecular Engineering of Polymers, Fudan University, Shanghai, 200433, China
| | - Wenliang Song
- School of Materials and Chemistry, University of Shanghai for Science and Technology, Shanghai, 200093, China
| | - Shina Mao
- Shanghai Key Laboratory of Molecular Imaging, School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Yiduo Qian
- Shanghai Key Laboratory of Molecular Imaging, School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Qiudi Gui
- Shanghai Key Laboratory of Molecular Imaging, School of Pharmacy, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Jianzhong Du
- Department of Gynaecology and Obstetrics, Shanghai Key Laboratory of Anesthesiology and Brain Functional Modulation, Clinical Research Center for Anesthesiology and Perioperative Medicine Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People's Hospital School of Medicine, Tongji University, Shanghai, 200434, China
- Department of Polymeric Materials, School of Materials Science and Engineering, Tongji University, 4800 Caoan Road, Shanghai, 201804, China
- School of Materials Science and Engineering, East China University of Science and Technology, Shanghai, 200237, China
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8
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Fernández-Fernández R, Lozano C, Campaña-Burguet A, González-Azcona C, Álvarez-Gómez T, Fernández-Pérez R, Peña R, Zarazaga M, Carrasco J, Torres C. Bacteriocin-Producing Staphylococci and Mammaliicocci Strains for Agro-Food and Public Health Applications with Relevance of Micrococcin P1. Antibiotics (Basel) 2025; 14:97. [PMID: 39858382 PMCID: PMC11763047 DOI: 10.3390/antibiotics14010097] [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: 11/28/2024] [Revised: 12/28/2024] [Accepted: 01/05/2025] [Indexed: 01/27/2025] Open
Abstract
Antimicrobial-producing strains and their bacteriocins hold great promise for the control of bacterial diseases, being an attractive alternative to antibiotics. Thus, the aim of this study was to evaluate the inhibitory activity of 15 bacteriocin-producing staphylococci and mammaliicocci (BP-S/M) strains and their pre-purified extracts with butanol (BT) against a collection of 27 harmful or zoonotic strains (including Gram-positive/-negative bacteria and molds) with relevance in the public health and agro-food fields. These indicators (excluding Gram-negative strains) were grouped into seven categories based on their potential application areas: dairy livestock mastitis, avian pathogen zoonoses, swine zoonoses, food safety, aquaculture, wine making, and mushroom cultivation. In addition, cross-immunity assays between the BP-S/M strains were carried out to identify potential strain combinations to enhance their activity against pathogens. Finally, the hemolytic and gelatinase activities were tested in the BP-S/M strains. A strong inhibitory capacity of the BP-S/M strains was verified against relevant Gram-positive indicators, such as methicillin-resistant Staphylococcus aureus, Listeria monocytogenes, and Clostridium perfringens, among others, while no activity was detected against Gram-negative ones. Interestingly, several BT extracts inhibited the two mold indicators included in this study as representants of mushroom pathogens. The Micrococcin P1 producer Staphylococcus hominis C5835 (>60% of indicators were intensively inhibited by all the methods) can be proposed as a potential candidate for the control of bacterial diseases in the aforementioned categories alone or in combination with other BP-S/M strains (mainly with Staphylococcus warneri X2969). In this regard, five potential combinations of BP-S/M strains that enhanced their activity against specific pathogens were detected.
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Affiliation(s)
- Rosa Fernández-Fernández
- Area of Biochemistry and Molecular Biology, OneHealth-UR Research Group, University of La Rioja, 26006 Logroño, Spain; (R.F.-F.); (C.L.); (A.C.-B.); (C.G.-A.); (T.Á.-G.); (M.Z.)
| | - Carmen Lozano
- Area of Biochemistry and Molecular Biology, OneHealth-UR Research Group, University of La Rioja, 26006 Logroño, Spain; (R.F.-F.); (C.L.); (A.C.-B.); (C.G.-A.); (T.Á.-G.); (M.Z.)
| | - Allelen Campaña-Burguet
- Area of Biochemistry and Molecular Biology, OneHealth-UR Research Group, University of La Rioja, 26006 Logroño, Spain; (R.F.-F.); (C.L.); (A.C.-B.); (C.G.-A.); (T.Á.-G.); (M.Z.)
| | - Carmen González-Azcona
- Area of Biochemistry and Molecular Biology, OneHealth-UR Research Group, University of La Rioja, 26006 Logroño, Spain; (R.F.-F.); (C.L.); (A.C.-B.); (C.G.-A.); (T.Á.-G.); (M.Z.)
| | - Tamara Álvarez-Gómez
- Area of Biochemistry and Molecular Biology, OneHealth-UR Research Group, University of La Rioja, 26006 Logroño, Spain; (R.F.-F.); (C.L.); (A.C.-B.); (C.G.-A.); (T.Á.-G.); (M.Z.)
| | - Rocío Fernández-Pérez
- Instituto de Ciencias de la Vid y del Vino (ICVV) (Universidad de La Rioja, Consejo Superior de Investigaciones Científicas (CSIC), Gobierno de La Rioja), 26007 Logroño, Spain;
| | - Raquel Peña
- Department of Microbiology and Parasitology, Instituto de Investigación Sanitaria de Navarra (IdiSNA), University of Navarra, 31008 Pamplona, Spain;
| | - Myriam Zarazaga
- Area of Biochemistry and Molecular Biology, OneHealth-UR Research Group, University of La Rioja, 26006 Logroño, Spain; (R.F.-F.); (C.L.); (A.C.-B.); (C.G.-A.); (T.Á.-G.); (M.Z.)
| | - Jaime Carrasco
- Department Ecology of Cultivated Mushrooms, Regional Institute for Agri-Food and Forest Research and Development (IRIAF), 16194 Cuenca, Spain;
| | - Carmen Torres
- Area of Biochemistry and Molecular Biology, OneHealth-UR Research Group, University of La Rioja, 26006 Logroño, Spain; (R.F.-F.); (C.L.); (A.C.-B.); (C.G.-A.); (T.Á.-G.); (M.Z.)
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Ding H, Hou H, Wang L, Cui X, Yu W, Wilson DI. Application of Convolutional Neural Networks and Recurrent Neural Networks in Food Safety. Foods 2025; 14:247. [PMID: 39856912 PMCID: PMC11764514 DOI: 10.3390/foods14020247] [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: 11/30/2024] [Revised: 12/23/2024] [Accepted: 01/10/2025] [Indexed: 01/27/2025] Open
Abstract
This review explores the application of convolutional neural networks (CNNs) and recurrent neural networks (RNNs) in food safety detection and risk prediction. This paper highlights the advantages of CNNs in image processing and feature recognition, as well as the powerful capabilities of RNNs (especially their variant LSTM) in time series data modeling. This paper also makes a comparative analysis in many aspects: Firstly, the advantages and disadvantages of traditional food safety detection and risk prediction methods are compared with deep learning technologies such as CNNs and RNNs. Secondly, the similarities and differences between CNNs and fully connected neural networks in processing image data are analyzed. Furthermore, the advantages and disadvantages of RNNs and traditional statistical modeling methods in processing time series data are discussed. Finally, the application directions of CNNs in food safety detection and RNNs in food safety risk prediction are compared. This paper also discusses combining these deep learning models with technologies such as the Internet of Things (IoT), blockchain, and federated learning to improve the accuracy and efficiency of food safety detection and risk warning. Finally, this paper mentions the limitations of RNNs and CNNs in the field of food safety, as well as the challenges in the interpretability of the model, and suggests the use of interpretable artificial intelligence (XAI) technology to improve the transparency of the model.
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Affiliation(s)
- Haohan Ding
- Science Center for Future Foods, Jiangnan University, Wuxi 214122, China;
- School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi 214122, China; (H.H.); (L.W.)
| | - Haoke Hou
- School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi 214122, China; (H.H.); (L.W.)
| | - Long Wang
- School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi 214122, China; (H.H.); (L.W.)
| | - Xiaohui Cui
- Science Center for Future Foods, Jiangnan University, Wuxi 214122, China;
- School of Cyber Science and Engineering, Wuhan University, Wuhan 430072, China
| | - Wei Yu
- Department of Chemical & Materials Engineering, University of Auckland, Auckland 1010, New Zealand;
| | - David I. Wilson
- Electrical and Electronic Engineering Department, Auckland University of Technology, Auckland 1010, New Zealand;
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10
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Rahman MS, Hossain MS, Pulok MFH. Analysis of Food Safety Knowledge and Practices Among Food Handlers in Restaurants and Street Food Markets in Dhaka, Bangladesh: A Cross-Sectional Study. INTERNATIONAL JOURNAL OF FOOD SCIENCE 2025; 2025:5369920. [PMID: 39816943 PMCID: PMC11732281 DOI: 10.1155/ijfo/5369920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 11/08/2024] [Indexed: 01/18/2025]
Abstract
This study is aimed at analyzing food safety knowledge and practices among food handlers in restaurants and street food markets in Dhaka, Bangladesh. Inadequate food handling practices remain a major worldwide health problem and are one of the main causes of food-related diseases. In Bangladesh, where the restaurant business is expanding quickly, food safety must be upheld to stop foodborne illness outbreaks. A cross-sectional study involving 300 street food vendors and restaurant workers was conducted through in-person interviews using a structured questionnaire. Descriptive and inferential statistical methods were employed to analyze the data. The study revealed that while most workers understood basic hygiene practices, critical knowledge gaps persisted. Male workers demonstrated lower food safety knowledge than females (p ≤ 0.01), and higher knowledge scores were associated with both greater education (p ≤ 0.001) and experience (p ≤ 0.05). Workers in fast food establishments showed higher knowledge levels (p ≤ 0.001), and knowledge was more strongly linked to job responsibilities than to training (p ≤ 0.001). In terms of practices, women adhered more closely to food safety guidelines than men (p ≤ 0.05). Age, education, and experience had no significant effects on practice adherence, though fast-food workers exhibited higher compliance (p ≤ 0.05). Training and job responsibilities showed no significant effects on food safety practices. The results demonstrate that there are disparities in food handlers' understanding of food safety, with gaps primarily in the areas of cross-contamination avoidance, personal hygiene, and temperature control. Furthermore, observed practices suggest suboptimal adherence to advised food safety protocols.
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Affiliation(s)
- Md. Shamsur Rahman
- Department of Nutrition and Food Engineering, Faculty of Health and Life Sciences, Daffodil International University, Dhaka 1216, Bangladesh
| | - Md. Shameem Hossain
- Department of Nutrition and Food Engineering, Faculty of Health and Life Sciences, Daffodil International University, Dhaka 1216, Bangladesh
| | - Md. Fuad Hasan Pulok
- Department of Nutrition and Food Engineering, Faculty of Health and Life Sciences, Daffodil International University, Dhaka 1216, Bangladesh
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11
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Wang H, Huang S, Xu X. Calcium alginate reinforced zwitterionic double network hydrogel with mechanical robustness and antimicrobial activity for freshwater shrimp spoilage detection. Food Res Int 2025; 200:115483. [PMID: 39779130 DOI: 10.1016/j.foodres.2024.115483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 11/23/2024] [Accepted: 11/27/2024] [Indexed: 01/11/2025]
Abstract
Hydrogel indicators promise to monitor food spoilage, but their poor mechanics can cause defects in transport. Herein, a novel zwitterionic double network (DN) hydrogel was developed by polymerizing arylamide and sulfobetaine methacrylate in an alginate-Ca2+ system. This hydrogel exhibited enhanced mechanical properties, including a maximum 2087 % breaking elongation and 135 ± 12 kJ/m3 toughness, significantly outperforming the current zwitterionic DN hydrogels, which typically exhibit less than 1800 % breaking elongation, capable of supporting 150 g-136 times its own weight. Importantly, it also demonstrated excellent anti-fatigue and tear resistance, with a tearing energy of 2200 ± 180 J/m2. The abundant zwitterionic polymers, hydroxyl groups, and amino groups within hydrogel contribute to its strong adhesiveness to various substrates. Additionally, the hydrogel exhibited antimicrobial activity against E. coli and S. aureus. Furthermore, a pH/NH3 dual-sensitive hydrogel indicator, using phenol red, bromocresol purple, and their mixtures in ratios of 1:1, 1:2, and 2:1, was developed for monitoring shrimp freshness. The results showed that the hydrogel indicator with phenol red, effective at 4 °C and 25 °C, showed clear color changes (ΔE > 80) in response to spoilage and strong correlations between ΔE and TVB-N (R2 > 0.98) and pH (R2 > 0.97), surpassing the existing hydrogel indicators used for shrimp freshness monitoring, which generally have a correlation coefficient of only 0.86. This novel dual-responsive hydrogel, with excellent mechanical performance and TVB-N sensitivity, is suitable for real-time freshness monitoring in intelligent packaging.
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Affiliation(s)
- Hongzhen Wang
- Key Laboratory of Product Packaging and Logistics, Packaging Engineering Institute, College of Packaging Engineering, Jinan University, Qianshan Road 206, Zhuhai 519070, Guangdong Province, China
| | - Shiqing Huang
- Key Laboratory of Product Packaging and Logistics, Packaging Engineering Institute, College of Packaging Engineering, Jinan University, Qianshan Road 206, Zhuhai 519070, Guangdong Province, China
| | - Xiaowen Xu
- Key Laboratory of Product Packaging and Logistics, Packaging Engineering Institute, College of Packaging Engineering, Jinan University, Qianshan Road 206, Zhuhai 519070, Guangdong Province, China.
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12
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Rugji J, Erol Z, Taşçı F, Musa L, Hamadani A, Gündemir MG, Karalliu E, Siddiqui SA. Utilization of AI - reshaping the future of food safety, agriculture and food security - a critical review. Crit Rev Food Sci Nutr 2024:1-45. [PMID: 39644464 DOI: 10.1080/10408398.2024.2430749] [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: 12/09/2024]
Abstract
Artificial intelligence is an emerging technology which harbors a suite of mechanisms that have the potential to be leveraged for reaping value across multiple domains. Lately, there is an increased interest in embracing applications associated with Artificial Intelligence to positively contribute to food safety. These applications such as machine learning, computer vision, predictive analytics algorithms, sensor networks, robotic inspection systems, and supply chain optimization tools have been established to contribute to several domains of food safety such as early warning of outbreaks, risk prediction, detection and identification of food associated pathogens. Simultaneously, the ambition toward establishing a sustainable food system has motivated the adoption of cutting-edge technologies such as Artificial Intelligence to strengthen food security. Given the myriad challenges confronting stakeholders in their endeavors to safeguard food security, Artificial Intelligence emerges as a promising tool capable of crafting holistic management strategies for food security. This entails maximizing crop yields, mitigating losses, and trimming operational expenses. AI models present notable benefits in efficiency, precision, uniformity, automation, pattern identification, accessibility, and scalability for food security endeavors. The escalation in the global trend for adopting alternative protein sources such as edible insects and microalgae as a sustainable food source reflects a growing recognition of the need for sustainable and resilient food systems to address the challenges of population growth, environmental degradation, and food insecurity. Artificial Intelligence offers a range of capabilities to enhance food safety in the production and consumption of alternative proteins like microalgae and edible insects, contributing to a sustainable and secure food system.
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Affiliation(s)
- Jerina Rugji
- Department of Food Hygiene and Technology, Burdur Mehmet Akif Ersoy University, Burdur, Turkey
- Department of Food Science, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Zeki Erol
- Department of Food Hygiene and Technology, Necmettin Erbakan University, Ereğli, Konya, Turkey
| | - Fulya Taşçı
- Department of Food Hygiene and Technology, Burdur Mehmet Akif Ersoy University, Burdur, Turkey
| | - Laura Musa
- Department of Veterinary Medicine and Animal Sciences, University of Milan, Milan, Italy
| | - Ambreen Hamadani
- Department of Animal and Dairy Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | | | - Esa Karalliu
- Department of Infectious Diseases and Public Health, City University of Hong Kong, Hong Kong
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13
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Li C, Yang Y, Zhang R, Wang J, Zhong S, Cui X. Chitosan-gelatin composite hydrogel antibacterial film for food packaging. Int J Biol Macromol 2024; 285:138330. [PMID: 39631233 DOI: 10.1016/j.ijbiomac.2024.138330] [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: 09/26/2024] [Revised: 11/29/2024] [Accepted: 12/02/2024] [Indexed: 12/07/2024]
Abstract
Antibacterial hydrogel film can serve as food packaging materials to prevent bacteria growth and spread, thereby extending shelf life and improve food safety. In this study, an efficient antibacterial hydrogel film (CLG) was prepared with chitosan, lysine, and gelatin. The light transmission of the CLG hydrogel film was over 80 % in the visible region, facilitating the observation of chicken breast storage conditions. Additionally, the swelling ratios of the hydrogel films decreased with increasing gelatin concentration, from 145.7 g/g (CLG1) to 92.6 g/g (CLG2) and 81.5 g/g (CLG3). This reduction was attributed to the denser network structure formed by the interaction between gelatin and the CL polymer. The Scanning Electron Microscopy (SEM) showed that the water-absorbed CLG hydrogel had a unique sponge shape. Moreover, the CLG hydrogel film exhibits high antibacterial activity against Escherichia coli (E. coli) and Staphylococcus aureus (S. aureus). In a practical storage experiment, the CLG hydrogel film extended the shelf life of chicken breast by up to 4 days compared to untreated samples, while effectively reducing total volatile basic nitrogen (TVB-N) levels. This hydrogel film is expected to become a promising food packaging material.
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Affiliation(s)
- Chaoqun Li
- College of Chemistry, Jilin University, Changchun 130012, PR China
| | - Yongyan Yang
- College of Chemistry, Jilin University, Changchun 130012, PR China; Henan Academy of Sciences, Zhengzhou 450046, PR China
| | - Ruiting Zhang
- College of Chemistry, Jilin University, Changchun 130012, PR China
| | - Jia Wang
- College of Chemistry, Jilin University, Changchun 130012, PR China
| | - Shuangling Zhong
- College of Resources and Environment, Jilin Agricultural University, Changchun 130118, PR China.
| | - Xuejun Cui
- College of Chemistry, Jilin University, Changchun 130012, PR China.
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14
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Wu Y, Du Q, Dong R, Liao Y, Li C, Benjakul S, Zhang B. Role of the intestines on the muscle quality of Pacific white shrimp (Litopenaeus vannamei) during chilled storage: Physicochemical and label-free-based peptidomics analyses. Food Chem 2024; 460:140507. [PMID: 39068793 DOI: 10.1016/j.foodchem.2024.140507] [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: 03/25/2024] [Revised: 06/20/2024] [Accepted: 07/16/2024] [Indexed: 07/30/2024]
Abstract
The effect of shrimp deveining on the quality of Pacific white shrimp muscle was investigated by analyzing the protein degradation during chilled storage via physicochemical and label-free peptidomics analyses. In this study, shrimp with intact intestines were in the control group (CS), while deveined shrimp (DS) were in the treatment group. The total viability count (TVC), total volatile base nitrogen (TVB-N) content, and trichloroacetic acid (TCA)-soluble peptide content in all of the shrimp groups gradually increased with prolonged chilled storage. However, in the later stages of chilled storage, the DS samples exhibited significantly lower TVB-N, total bacterial, and TCA-soluble peptide contents than the CS samples, indicating that deveining treatment effectively prolonged shrimp quality. The peptidomics analysis revealed varying degrees of protein hydrolysis in the DS and CS samples during chilled storage. A total of 396 differentially abundant peptides (DAPs) were identified in the DS compared with the CS, comprising 98 upregulated and 298 downregulated segments. This suggests that the removal of the intestine effectively inhibits protein hydrolysis. Gene ontology (GO) analysis suggested that the DAPs were mainly involved in catalytic activity, binding, and metabolic processes. The cluster of orthologous groups of protein (COG) analysis showed that the cytoskeleton dynamics of the muscle proteins underwent considerable alterations influenced by the shrimp's intestines during chilled storage.
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Affiliation(s)
- Yingru Wu
- Key Laboratory of Health Risk Factors for Seafood of Zhejiang Province, College of Food Science and Pharmacy, Zhejiang Ocean University, China
| | - Qi Du
- Key Laboratory of Health Risk Factors for Seafood of Zhejiang Province, College of Food Science and Pharmacy, Zhejiang Ocean University, China
| | - Ruyi Dong
- Key Laboratory of Health Risk Factors for Seafood of Zhejiang Province, College of Food Science and Pharmacy, Zhejiang Ocean University, China
| | - Yueqin Liao
- Key Laboratory of Health Risk Factors for Seafood of Zhejiang Province, College of Food Science and Pharmacy, Zhejiang Ocean University, China
| | - Chuan Li
- School of Food Science and Engineering, Hainan University, China.
| | - Soottawat Benjakul
- International Center of Excellence in Seafood Science and Innovation, Faculty of Agro-Industry, Prince of Songkla University, Thailand
| | - Bin Zhang
- Key Laboratory of Health Risk Factors for Seafood of Zhejiang Province, College of Food Science and Pharmacy, Zhejiang Ocean University, China; Pisa Marine Graduate School, Zhejiang Ocean University, China.
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15
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Grosso G. Ultra-processed foods: the good, the bad and the ugly of food processing. Int J Food Sci Nutr 2024; 75:749-752. [PMID: 39567196 DOI: 10.1080/09637486.2024.2429996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Accepted: 07/11/2024] [Indexed: 11/22/2024]
Affiliation(s)
- Giuseppe Grosso
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
- Center for Human Nutrition and Mediterranean Foods (NUTREA), University of Catania, Catania, Italy
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16
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Haryani Y, Abdul Halid N, Goh SG, Nor-Khaizura MAR, Md Hatta MA, Sabri S, Radu S, Hasan H. Efficient metabolic pathway modification in various strains of lactic acid bacteria using CRISPR/Cas9 system for elevated synthesis of antimicrobial compounds. J Biotechnol 2024; 395:53-63. [PMID: 39245212 DOI: 10.1016/j.jbiotec.2024.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 08/29/2024] [Accepted: 09/02/2024] [Indexed: 09/10/2024]
Abstract
Lactic acid bacteria (LAB) are known to exhibit various beneficial roles in fermentation, serving as probiotics, and producing a plethora of valuable compounds including antimicrobial activity such as bacteriocin-like inhibitory substance (BLIS) that can be used as biopreservative to improve food safety and quality. However, the yield of BLIS is often limited, which poses a challenge to be commercially competitive with the current preservation practice. Therefore, the present work aimed to establish an optimised two-plasmid CRISPR/Cas9 system to redirect the carbon flux away from lactate towards compounds with antimicrobial activity by disrupting lactate dehydrogenase gene (ldh) on various strains of LAB. The lactic acid-deficient (ldhΔ) strains caused a metabolic shift resulting in increased inhibitory activity against selected foodborne pathogens up to 78 % than the wild-type (WT) strain. The most significant effect was depicted by Enterococcus faecalis-ldh∆ which displayed prominent bactericidal effects against all foodborne pathogens as compared to the WT that showed no antimicrobial activity. The present work provided a framework model for economically important LAB and other beneficial bacteria to synthesise and increase the yield of valuable food and industrial compounds. The present work reported for the first time that the metabolism of selected LAB can be manipulated by modifying ldh to attain metabolites with higher antimicrobial activity.
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Affiliation(s)
- Yuli Haryani
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia; Department of Chemistry, Faculty of Mathematics and Natural Sciences, Riau University, Pekanbaru, Riau 28293, Indonesia
| | - Nadrah Abdul Halid
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Sur Guat Goh
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Mahmud Ab Rashid Nor-Khaizura
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia; Laboratory of Food Safety and Food Integrity, Institute of Tropical Agriculture and Food Security, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Muhammad Asyraf Md Hatta
- Department of Agriculture Technology, Faculty of Agriculture, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Suriana Sabri
- Department of Microbiology, Faculty of Biotechnology and Biomolecular Sciences, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Son Radu
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia
| | - Hanan Hasan
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia; Laboratory of Halal Science Research, Halal Research Product Institute, Universiti Putra Malaysia, Serdang, Selangor 43400 UPM, Malaysia.
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17
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Domingo JL. Human Exposure through the Diet to Arsenic and Other Toxic Elements: A Literature Review of Scientific Studies Conducted in Catalonia, Spain, in the Current Century. TOXICS 2024; 12:749. [PMID: 39453169 PMCID: PMC11510889 DOI: 10.3390/toxics12100749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 10/11/2024] [Accepted: 10/14/2024] [Indexed: 10/26/2024]
Abstract
Human exposure to arsenic and other toxic elements such as cadmium, lead and mercury may lead to a wide range of adverse health effects. In relation to this, it is well established that the diet is the main route of exposure to both essential and toxic trace elements. In recent years, the levels of toxic elements in foodstuffs have been measured in numerous studies conducted all over the world. Scientific databases show that, in the current century, China and Spain have been the countries where the most surveys on this topic have been carried out. Regarding Spain, Catalonia is the region where most studies aimed at determining the concentrations of trace elements in food have been performed. The objective of this paper was to review the studies carried out in Catalonia on the concentrations of As and toxic metals (including Cd, Hg and Pb) in food, as well as their estimated dietary intakes (EDIs). The results of total diet studies (TDSs) and duplicate diet (DD) studies have been included. For most toxic elements, a continued reduction in the EDI has been observed. This reduction is associated with a decrease in their concentrations in food, and with certain changes in dietary habits. Fish and seafood is the food group showing the highest content of toxic elements. However, none of the adult groups exceeded-in general-the safety thresholds for As, Cd, Hg and Pb established by the European Food Safety Agency (EFSA).
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Affiliation(s)
- Jose L Domingo
- Laboratory of Toxicology and Environmental Health, School of Medicine, Universitat Rovira i Virgili, San Llorens 21, 43201 Reus, Spain
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18
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Sun Y, Wen T, Zhang P, Wang M, Xu Y. Recent Advances in the CRISPR/Cas-Based Nucleic Acid Biosensor for Food Analysis: A Review. Foods 2024; 13:3222. [PMID: 39456285 PMCID: PMC11507162 DOI: 10.3390/foods13203222] [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: 09/05/2024] [Revised: 09/30/2024] [Accepted: 10/09/2024] [Indexed: 10/28/2024] Open
Abstract
Food safety is a major public health issue of global concern. In recent years, the CRISPR/Cas system has shown promise in the field of molecular detection. The system has been coupled with various nucleic acid amplification methods and combined with different signal output systems to develop a new generation of CRISPR/Cas-based nucleic acid biosensor technology. This review describes the design concept of the CRISPR/Cas-based nucleic acid biosensor and its application in food analysis. A detailed overview of different CRISPR/Cas systems, signal amplification methods, and signal output strategies is provided. CRISPR/Cas-based nucleic acid biosensors have the advantages of high sensitivity, strong specificity, and timeliness, achieving fast analysis of a variety of targets, including bacteria, toxins, metal ions, pesticides, veterinary drugs, and adulteration, promoting the development of rapid food safety detection technology. At the end, we also provide our outlook for the future development of CRISPR/Cas-based nucleic acid biosensors.
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Affiliation(s)
| | | | | | | | - Yuancong Xu
- College of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China; (Y.S.); (T.W.); (P.Z.); (M.W.)
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19
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Huang S, Li JW, Zheng LW, Qiao WW, McGrath C. One Health and Oral Health: A Scoping Review to Inform Research and Present Challenges. JDR Clin Trans Res 2024; 9:88S-98S. [PMID: 39558733 DOI: 10.1177/23800844241273821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2024] Open
Abstract
BACKGROUND "One health" is an integrated, unifying approach that recognizes the interconnectedness between the health of people, animals, and the environment. Oral diseases are the most common diseases to affect humankind, and it is increasingly acknowledged that key determinants of oral heath are social and environmental. However, there is a dearth of information on the relationship between oral health and one health. AIMS A scoping review was conducted to examine how animal and environmental health affects human oral health and vice versa, to examine the interest in the field overtime, and to provide a synthesis of the literature concerning one health in the oral health context to date. METHODS A broad standardized search strategy was employed across 5 electronic databases. Screening of publications with defined inclusion and exclusion criteria followed PRISMA-ScR (the Systematic reviews and Meta-Analyses extension for Scoping Reviews) guidelines. RESULTS The initial search yielded 345 articles; 163 remained after removal of duplicates. Nineteen articles were identified as "potentially effective studies," and after consideration of the full text, 13 articles were identified as "effective studies" to inform this review. Most studies were published since 2020 (60.5%, 8/13), and there were reports from 5 of the 6 World Health Organization regions (except the Eastern Mediterranean region). Most studies were observation in nature and mostly of cross-sectional study design (84.7%, 11/13 studies). More than half of the studies (53.8%, 7/13) were concerned with how environmental factors such as chemical exposures affect human oral health. Studies involving animals (46.2%, 6/13) highlighted the risk of zoonotic infections from horses and livestock to humans. CONCLUSIONS There is a recent and growing interest in "one health" in the oral health context. Qualitative synthesis of data highlighted the interconnectedness between the health of animals and environment with human health with implications for consideration and action by dentistry. KNOWLEDGE TRANSFER STATEMENT The results of this scoping review address the importance of dentistry in the "one health" concept. This scoping review will allow other researchers to be aware of and fill literature gaps with respect to the impact of animal health and environment on oral health and contribute to future research.
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Affiliation(s)
- S Huang
- Faculty of Dentistry, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - J W Li
- Faculty of Dentistry, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - L W Zheng
- Faculty of Dentistry, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - W W Qiao
- Faculty of Dentistry, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - C McGrath
- Faculty of Dentistry, The University of Hong Kong, Hong Kong Special Administrative Region, China
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20
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Esazadeh K, Ezzati Nazhad Dolatabadi J, Andishmand H, Mohammadzadeh‐Aghdash H, Mahmoudpour M, Naemi Kermanshahi M, Roosta Y. Cytotoxic and genotoxic effects of tert-butylhydroquinone, butylated hydroxyanisole and propyl gallate as synthetic food antioxidants. Food Sci Nutr 2024; 12:7004-7016. [PMID: 39479655 PMCID: PMC11521724 DOI: 10.1002/fsn3.4373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Revised: 07/10/2024] [Accepted: 07/16/2024] [Indexed: 11/02/2024] Open
Abstract
Synthetic food antioxidants such as tert-butylhydroquinone (TBHQ), butylated hydroxyanisole (BHA), and propyl gallate (PG) have been extensively utilized in different food industries because of their high protectant activities to stop food spoilage and remove foodborne diseases in humans and animals. It would be emphasized that increasing the intake of antioxidants through intracellular may lead to cyto/genotoxicity, and their complex formation with biological molecules eventually accelerate the progress of various diseases like multiple sclerosis, diabetes, neurological disorders, cardiac vascular disease, cancer, etc. Therefore, their toxicity is one of the challenging subjects due to their extensive use in food-related industries. TBHQ, BHA, and PG antioxidants have cytotoxic, genotoxic, and carcinogenic effects if absorbed in high doses through the gastrointestinal tract. Thermodynamic parameters presented that the hydrophobic bind plays a key role in the complexation of the TBHQ, BHA, and PG with albumin. The molecular modeling results showed that subdomain IIA plays a vital role in the interaction of TBHQ and BHA with albumin. To comprehend the mechanisms of the cyto/genotoxicity effects of these food antioxidants and conformational alterations of albumin macromolecule, we aim to overview numerous types of research that evaluated the cyto/genotoxicity effects of these antioxidants using several procedures.
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Affiliation(s)
- Karim Esazadeh
- Pharmaceutical Analysis Research CenterTabriz University of Medical SciencesTabrizIran
| | | | - Hashem Andishmand
- Research Center for Food Hygiene and Safety, School of Public HealthShahid Sadoughi University of Medical SciencesYazdIran
- Department of Food Hygiene and Safety, School of Public HealthShahid Sadoughi University of Medical SciencesYazdIran
| | | | - Mansour Mahmoudpour
- Food and Beverages Safety Research CenterUrmia University of Medical SciencesUrmiaIran
| | - Mohammad Naemi Kermanshahi
- Student Research Committee, Nutrition Research Center, School of Nutrition and Food SciencesTabriz University of Medical SciencesTabrizIran
| | - Yousef Roosta
- Department of Internal Medicne, School of Medicine, Solid Tumor Research CenterImam Khomeini Hospital, Urmia University of Medical SciencesUrmiaIran
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21
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Guan Z, Liu Q, Ma CB, Du Y. Electrochemical microfluidic sensing platforms for biosecurity analysis. Anal Bioanal Chem 2024; 416:4663-4677. [PMID: 38523160 DOI: 10.1007/s00216-024-05256-2] [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: 01/12/2024] [Revised: 03/04/2024] [Accepted: 03/11/2024] [Indexed: 03/26/2024]
Abstract
Biosecurity encompasses the health and safety of humans, animals, plants, and the environment. In this article, "biosecurity" is defined as encompassing the comprehensive aspects of human, animal, plant, and environmental safety. Reliable biosecurity testing technology is the key point for effectively assessing biosecurity risks and ensuring biosecurity. Therefore, it is crucial to develop excellent detection technologies to detect risk factors that can affect biosecurity. An electrochemical microfluidic biosensing platform integrates fluid control, target recognition, signal transduction, and output and incorporates the advantages of electrochemical analysis technology and microfluidic technology. Thus, an electrochemical microfluidic biosensing platform, characterized by exceptional analytical sensitivity, portability, rapid analysis speed, low reagent consumption, and low risk of contamination, shows considerable promise for biosecurity detection compared to traditional, more complex, and time-consuming detection technologies. This review provides a concise introduction to electrochemical microfluidic biosensors and biosecurity. It highlights recent research advances in utilizing electrochemical microfluidic biosensing platforms to assess biosecurity risk factors. It includes the use of electrochemical microfluidic biosensors for the detection of risk factors directly endangering biosecurity (direct application: namely, risk factors directly endangering the health of human, animals, and plants) and for the detection of risk factors indirectly endangering biosecurity (indirect application: namely, risk factors endangering the safety of food and the environment). Finally, we outline the current challenges and future perspectives of electrochemical microfluidic biosensing platforms.
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Affiliation(s)
- Zhaowei Guan
- Key Laboratory of Polyoxometalate Science of Ministry of Education, National & Local United Engineering Laboratory for Power Batteries, Key Laboratory of Nanobiosensing and Nanobioanalysis at Universities of Jilin Province, Department of Chemistry, Northeast Normal University, Changchun, 130024, Jilin, China
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, 130022, Jilin, China
| | - Quanyi Liu
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, 130022, Jilin, China
- School of Applied Chemistry and Engineering, University of Science & Technology of China, Hefei, 230026, Anhui, China
| | - Chong-Bo Ma
- Key Laboratory of Polyoxometalate Science of Ministry of Education, National & Local United Engineering Laboratory for Power Batteries, Key Laboratory of Nanobiosensing and Nanobioanalysis at Universities of Jilin Province, Department of Chemistry, Northeast Normal University, Changchun, 130024, Jilin, China.
| | - Yan Du
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, 130022, Jilin, China.
- School of Applied Chemistry and Engineering, University of Science & Technology of China, Hefei, 230026, Anhui, China.
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22
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Xu X, Yuan J, Zhu M, Gao J, Meng X, Wu Y, Li X, Tong P, Chen H. The potential of orally exposed risk factors and constituents aggravating food allergy: Possible mechanism and target cells. Compr Rev Food Sci Food Saf 2024; 23:e70014. [PMID: 39230383 DOI: 10.1111/1541-4337.70014] [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: 04/11/2024] [Revised: 08/10/2024] [Accepted: 08/18/2024] [Indexed: 09/05/2024]
Abstract
Food allergy is a significant concern for the health of humans worldwide. In addition to dietary exposure of food allergens, genetic and environmental factors also play an important role in the development of food allergy. However, only the tip of the iceberg of risk factors in food allergy has been identified. The importance of food allergy caused by orally exposed risk factors and constituents, including veterinary drugs, pesticides, processed foods/derivatives, nanoparticles, microplastics, pathogens, toxins, food additives, dietary intake of salt/sugar/total fat, vitamin D, and therapeutic drugs, are highlighted and discussed in this review. Moreover, the epithelial barrier hypothesis, which is closely associated with the occurrence of food allergy, is also introduced. Additionally, several orally exposed risk factors and constituents that have been reported to disrupt the epithelial barrier are elucidated. Finally, the possible mechanisms and key immune cells of orally exposed risk factors and constituents in aggravating food allergy are overviewed. Further work should be conducted to define the specific mechanism by which these risk factors and constituents are driving food allergy, which will be of central importance to the targeted therapy of food allergy.
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Affiliation(s)
- Xiaoqian Xu
- State Key Laboratory of Food Science and Resources, Nanchang University, Nanchang, P. R. China
- College of Food Science & Technology, Nanchang University, Nanchang, P. R. China
- Jiangxi Province Key Laboratory of Food Allergy, Nanchang, P. R. China
| | - Jin Yuan
- State Key Laboratory of Food Science and Resources, Nanchang University, Nanchang, P. R. China
- College of Food Science & Technology, Nanchang University, Nanchang, P. R. China
- Jiangxi Province Key Laboratory of Food Allergy, Nanchang, P. R. China
| | - Mengting Zhu
- State Key Laboratory of Food Science and Resources, Nanchang University, Nanchang, P. R. China
- College of Food Science & Technology, Nanchang University, Nanchang, P. R. China
- Jiangxi Province Key Laboratory of Food Allergy, Nanchang, P. R. China
| | - Jinyan Gao
- State Key Laboratory of Food Science and Resources, Nanchang University, Nanchang, P. R. China
- College of Food Science & Technology, Nanchang University, Nanchang, P. R. China
- Jiangxi Province Key Laboratory of Food Allergy, Nanchang, P. R. China
| | - Xuanyi Meng
- State Key Laboratory of Food Science and Resources, Nanchang University, Nanchang, P. R. China
- Sino-German Joint Research Institute, Nanchang University, Nanchang, P. R. China
- Jiangxi Province Key Laboratory of Food Allergy, Nanchang, P. R. China
| | - Yong Wu
- State Key Laboratory of Food Science and Resources, Nanchang University, Nanchang, P. R. China
- Sino-German Joint Research Institute, Nanchang University, Nanchang, P. R. China
- Jiangxi Province Key Laboratory of Food Allergy, Nanchang, P. R. China
| | - Xin Li
- State Key Laboratory of Food Science and Resources, Nanchang University, Nanchang, P. R. China
- College of Food Science & Technology, Nanchang University, Nanchang, P. R. China
- Jiangxi Province Key Laboratory of Food Allergy, Nanchang, P. R. China
| | - Ping Tong
- State Key Laboratory of Food Science and Resources, Nanchang University, Nanchang, P. R. China
- Jiangxi Province Key Laboratory of Food Allergy, Nanchang, P. R. China
| | - Hongbing Chen
- State Key Laboratory of Food Science and Resources, Nanchang University, Nanchang, P. R. China
- Sino-German Joint Research Institute, Nanchang University, Nanchang, P. R. China
- Jiangxi Province Key Laboratory of Food Allergy, Nanchang, P. R. China
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23
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Ahmad MS, Alanazi YA, Alrohaimi Y, Shaik RA, Alrashidi S, Al-Ghasham YA, Alkhalifah YS, Ahmad RK. Occurrence, evaluation, and human health risk assessment of ochratoxin a in infant formula and cereal-based baby food: a global literature systematic review. Food Addit Contam Part A Chem Anal Control Expo Risk Assess 2024; 41:1171-1186. [PMID: 39008630 DOI: 10.1080/19440049.2024.2376157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Revised: 06/25/2024] [Accepted: 06/29/2024] [Indexed: 07/17/2024]
Abstract
This study reviews global levels of ochratoxin A (OTA) in infant formula and cereal-based foods, using Monte Carlo simulation to assess risks. The review found 24 studies on global OTA levels in infant food and cereal-based products, using databases including PubMed, Scopus, Web of Science and Embase until March 2024. We estimated OTA exposure in infant food based on concentration, intake and body weight. The exposure and hazard quotient margin were calculated using BMDL10 and TDI values. Monte Carlo simulation evaluated human health risks from OTA in infant formula and cereal-based foods. A global study from 14 countries shows varying levels, surpassing EU limits in Tunisia, Ecuador, the USA, and generally in Africa, notably in infant cereals, which had higher levels than formula. Globally, OTA was present in 29.3% of the 3348 samples analyzed, with Lebanon at 95.2% and Brazil at 0%. Analysis indicates only non-carcinogenic risk for infants. While health risks for infants are mostly low, ongoing research and monitoring are vital to minimize OTA exposure in infant food.
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Affiliation(s)
- Mohammad Shakil Ahmad
- Department of Family and Community Medicine, College of Medicine, Majmaah University, Majmaah, Saudi Arabia
| | - Yousef Abud Alanazi
- Department of Paediatrics, College of Medicine, Majmaah University, Majmaah, Saudi Arabia
| | - Yousef Alrohaimi
- Department of Paediatrics, College of Medicine, Majmaah University, Majmaah, Saudi Arabia
| | - Riyaz Ahamed Shaik
- Department of Family and Community Medicine, College of Medicine, Majmaah University, Majmaah, Saudi Arabia
| | - Sami Alrashidi
- Department of Paediatrics, Maternity and Children Hospital, Qassim, Saudi Arabia
| | - Yazeed A Al-Ghasham
- Department of Paediatrics, College of Medicine, Qassim University, Buraydah, Saudi Arabia
| | - Yasir S Alkhalifah
- Department of Paediatrics, College of Medicine, Qassim University, Buraydah, Saudi Arabia
| | - Ritu Kumar Ahmad
- College of Applied Medical Sciences, Department of Physiotherapy, Buraydah Colleges, Buraydah, Saudi Arabia
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24
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Tibebu A, Tamrat H, Bahiru A. Review: Impact of food safety on global trade. Vet Med Sci 2024; 10:e1585. [PMID: 39158975 PMCID: PMC11332392 DOI: 10.1002/vms3.1585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 07/17/2024] [Accepted: 07/26/2024] [Indexed: 08/21/2024] Open
Abstract
Food safety encompasses the supply and assurance of safe, high-quality food for consumers. It is a crucial aspect of food security, gaining greater global attention due to the increasing number of widespread foodborne incidents. International trade is expanding as countries increasingly rely on each other to secure a sufficient and diverse food supply. Beyond this, concerns about food safety have become more prevalent due to various factors. Therefore, this review aims to investigate the effects of food safety-associated risks on the international trade of food and related products. A total of 37 published studies retrieved using different search engines were included in this review. This review revealed that because of rapid population growth and rising food demand in developing nations, agricultural intensification is growing. It has been found that foodborne illnesses and associated discrepancies can impede the international trade of food commodities. Trade bans due to the fear of foodborne illnesses are growing. The consequences of foodborne diseases are multifaceted and include financial losses from trade restrictions, medical costs for prevention or control, resource depletion and a decline in food production. The overall effects are increased international trade tensions and livelihood vulnerability to poverty, notably for small-scale livestock producers. Potential food contaminants include microbes, pesticides, pharmaceutical residues, heavy metals and fraudulent such as improper food processing, mislabelling, poor packaging, adulteration and substitution. Hence, countries are encouraged to harmonize the rights and duties set by the World Trade Organization under sanitary and phytosanitarys to maximize their advantages in global markets. Based on this evidence, we recommend that each country develop and integrate regulations that would ensure the safety of both domestic and international food production systems. Furthermore, the global community should either revise the current functioning food regulatory and monitoring body or establish a more genuine collaborative network.
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Affiliation(s)
- Abebe Tibebu
- Sekota Dryland Agricultural Research CenterSekotaEthiopia
| | - Habtamu Tamrat
- College of Agriculture and Environmental SciencesBahir Dar UniversityBahir DarEthiopia
| | - Adane Bahiru
- Sekota Dryland Agricultural Research CenterSekotaEthiopia
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25
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Shen Q, Ge L, Lu W, Wu H, Zhang L, Xu J, Tang O, Muhammad I, Zheng J, Wu Y, Wang SW, Zeng XX, Xue J, Cheng K. Transplanting network pharmacology technology into food science research: A comprehensive review on uncovering food-sourced functional factors and their health benefits. Compr Rev Food Sci Food Saf 2024; 23:e13429. [PMID: 39217524 DOI: 10.1111/1541-4337.13429] [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: 01/29/2024] [Revised: 07/21/2024] [Accepted: 07/24/2024] [Indexed: 09/04/2024]
Abstract
Network pharmacology is an emerging interdisciplinary research method. The application of network pharmacology to reveal the nutritional effects and mechanisms of active ingredients in food is of great significance in promoting the development of functional food, facilitating personalized nutrition, and exploring the mechanisms of food health effects. This article systematically reviews the application of network pharmacology in the field of food science using a literature review method. The application progress of network pharmacology in food science is discussed, and the mechanisms of functional factors in food on the basis of network pharmacology are explored. Additionally, the limitations and challenges of network pharmacology are discussed, and future directions and application prospects are proposed. Network pharmacology serves as an important tool to reveal the mechanisms of action and health benefits of functional factors in food. It helps to conduct in-depth research on the biological activities of individual ingredients, composite foods, and compounds in food, and assessment of the potential health effects of food components. Moreover, it can help to control and enhance their functionality through relevant information during the production and processing of samples to guarantee food safety. The application of network pharmacology in exploring the mechanisms of functional factors in food is further analyzed and summarized. Combining machine learning, artificial intelligence, clinical experiments, and in vitro validation, the achievement transformation of functional factor in food driven by network pharmacology is of great significance for the future development of network pharmacology research.
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Affiliation(s)
- Qing Shen
- Laboratory of Food Nutrition and Clinical Research, Institute of Seafood, Zhejiang Gongshang University, Hangzhou, China
- Panvascular Diseases Research Center, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, China
| | - Lijun Ge
- Laboratory of Food Nutrition and Clinical Research, Institute of Seafood, Zhejiang Gongshang University, Hangzhou, China
| | - Weibo Lu
- Laboratory of Food Nutrition and Clinical Research, Institute of Seafood, Zhejiang Gongshang University, Hangzhou, China
| | - Huixiang Wu
- Laboratory of Food Nutrition and Clinical Research, Institute of Seafood, Zhejiang Gongshang University, Hangzhou, China
| | - Li Zhang
- Quzhou Hospital of Traditional Chinese Medicine, Quzhou, Zhejiang, China
| | - Jun Xu
- Ningbo Hospital of Traditional Chinese Medicine, Affiliated Hospital of Zhejiang Chinese Medical University, Ningbo, Zhejiang, China
| | - Oushan Tang
- Shaoxing Second Hospital, Shaoxing, Zhejiang, China
| | - Imran Muhammad
- Laboratory of Food Nutrition and Clinical Research, Institute of Seafood, Zhejiang Gongshang University, Hangzhou, China
| | - Jing Zheng
- Panvascular Diseases Research Center, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, China
| | - Yeshun Wu
- Panvascular Diseases Research Center, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, China
| | - Si-Wei Wang
- Panvascular Diseases Research Center, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, China
| | - Xi-Xi Zeng
- Panvascular Diseases Research Center, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, China
| | - Jing Xue
- Laboratory of Food Nutrition and Clinical Research, Institute of Seafood, Zhejiang Gongshang University, Hangzhou, China
| | - Keyun Cheng
- Panvascular Diseases Research Center, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, China
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26
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Sarwar A, Aslam B, Rasool MH, Bekhit MMS, Sasanya J. A Health Threat from Farm to Fork: Shiga Toxin-Producing Escherichia coli Co-Harboring blaNDM-1 and mcr-1 in Various Sources of the Food Supply Chain. Pathogens 2024; 13:659. [PMID: 39204259 PMCID: PMC11357323 DOI: 10.3390/pathogens13080659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 07/26/2024] [Accepted: 08/03/2024] [Indexed: 09/03/2024] Open
Abstract
The dissemination of resistant pathogens through food supply chains poses a significant public health risk, spanning from farm to fork. This study analyzed the distribution of Shiga toxin-producing Escherichia coli (STEC) across various sources within the animal-based food supply chain. A total of 500 samples were collected from livestock, poultry, the environment, fisheries, and dairy. Standard microbiological procedures were employed to isolate and identify E. coli isolates, which were further confirmed using MALDI-TOF and virulence-associated genes (VAGs) such as stx1, stx2, ompT, hylF, iutA, fimH, and iss. The phenotypic resistance patterns of the isolates were determined using the disc diffusion method, followed by molecular identification of antibiotic resistance genes (ARGs) through PCR. STEC were subjected to PCR-based O typing using specific primers for different O types. Overall, 154 (30.5%) samples were confirmed as E. coli, of which 77 (50%) were multidrug-resistant (MDR) E. coli. Among these, 52 (67.53%) isolates exhibited an array of VAGs, and 21 (40.38%) were confirmed as STEC based on the presence of stx1 and stx2. Additionally, 12 out of 52 (23.07%) isolates were identified as non-O157 STEC co-harbouring mcr-1 and blaNDM-1. O26 STEC was found to be the most prevalent among the non-O157 types. The results suggest that the detection of STEC in food supply chains may lead to serious health consequences, particularly in developing countries with limited healthcare resources.
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Affiliation(s)
- Ayesha Sarwar
- Institute of Microbiology, Government College University Faisalabad, Faisalabad 38000, Pakistan; (A.S.); (M.H.R.)
| | - Bilal Aslam
- Institute of Microbiology, Government College University Faisalabad, Faisalabad 38000, Pakistan; (A.S.); (M.H.R.)
| | - Muhammad Hidayat Rasool
- Institute of Microbiology, Government College University Faisalabad, Faisalabad 38000, Pakistan; (A.S.); (M.H.R.)
| | - Mounir M. Salem Bekhit
- Department of Pharmaceutics, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia;
| | - James Sasanya
- International Atomic Energy Agency, P.O. Box 100, 1400 Vienna, Austria;
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27
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Desvars-Larrive A, Vogl AE, Puspitarani GA, Yang L, Joachim A, Käsbohrer A. A One Health framework for exploring zoonotic interactions demonstrated through a case study. Nat Commun 2024; 15:5650. [PMID: 39009576 PMCID: PMC11250852 DOI: 10.1038/s41467-024-49967-7] [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: 02/26/2024] [Accepted: 06/24/2024] [Indexed: 07/17/2024] Open
Abstract
The eco-epidemiology of zoonoses is often oversimplified to host-pathogen interactions while findings derived from global datasets are rarely directly transferable to smaller-scale contexts. Through a systematic literature search, we compiled a dataset of naturally occurring zoonotic interactions in Austria, spanning 1975-2022. We introduce the concept of zoonotic web to describe the complex relationships between zoonotic agents, their hosts, vectors, food, and environmental sources. The zoonotic web was explored through network analysis. After controlling for research effort, we demonstrate that, within the projected unipartite source-source network of zoonotic agent sharing, the most influential zoonotic sources are human, cattle, chicken, and some meat products. Analysis of the One Health 3-cliques (triangular sets of nodes representing human, animal, and environment) confirms the increased probability of zoonotic spillover at human-cattle and human-food interfaces. We characterise six communities of zoonotic agent sharing, which assembly patterns are likely driven by highly connected infectious agents in the zoonotic web, proximity to human, and anthropogenic activities. Additionally, we report a frequency of emerging zoonotic diseases in Austria of one every six years. Here, we present a flexible network-based approach that offers insights into zoonotic transmission chains, facilitating the development of locally-relevant One Health strategies against zoonoses.
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Affiliation(s)
- Amélie Desvars-Larrive
- Centre for Food Science and Veterinary Public Health, Clinical Department for Farm Animals and Food System Science, University of Veterinary Medicine Vienna, Vienna, Austria.
- Complexity Science Hub, Vienna, Austria.
| | - Anna Elisabeth Vogl
- Centre for Food Science and Veterinary Public Health, Clinical Department for Farm Animals and Food System Science, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Gavrila Amadea Puspitarani
- Centre for Food Science and Veterinary Public Health, Clinical Department for Farm Animals and Food System Science, University of Veterinary Medicine Vienna, Vienna, Austria
- Complexity Science Hub, Vienna, Austria
| | | | - Anja Joachim
- Centre of Pathobiology, Department of Biological Sciences and Pathobiology, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Annemarie Käsbohrer
- Centre for Food Science and Veterinary Public Health, Clinical Department for Farm Animals and Food System Science, University of Veterinary Medicine Vienna, Vienna, Austria
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28
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Zhang L, Yang Q, Zhu Z. The Application of Multi-Parameter Multi-Modal Technology Integrating Biological Sensors and Artificial Intelligence in the Rapid Detection of Food Contaminants. Foods 2024; 13:1936. [PMID: 38928877 PMCID: PMC11203047 DOI: 10.3390/foods13121936] [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: 05/16/2024] [Revised: 06/12/2024] [Accepted: 06/17/2024] [Indexed: 06/28/2024] Open
Abstract
Against the backdrop of continuous socio-economic development, there is a growing concern among people about food quality and safety. Individuals are increasingly realizing the critical importance of healthy eating for bodily health; hence the continuous rise in demand for detecting food pollution. Simultaneously, the rapid expansion of global food trade has made people's pursuit of high-quality food more urgent. However, traditional methods of food analysis have certain limitations, mainly manifested in the high degree of reliance on personal subjective judgment for assessing food quality. In this context, the emergence of artificial intelligence and biosensors has provided new possibilities for the evaluation of food quality. This paper proposes a comprehensive approach that involves aggregating data relevant to food quality indices and developing corresponding evaluation models to highlight the effectiveness and comprehensiveness of artificial intelligence and biosensors in food quality evaluation. The potential prospects and challenges of this method in the field of food safety are comprehensively discussed, aiming to provide valuable references for future research and practice.
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Affiliation(s)
- Longlong Zhang
- Key Laboratory of Intelligent Manufacturing Technology (Shantou University), Ministry of Education, Shantou 515063, China
- College of Electronic Engineering, Southwest University, Chongqing 400715, China
| | - Qiuping Yang
- College of Electronic Engineering, Southwest University, Chongqing 400715, China
- Hubei Key Laboratory of Food Nutrition and Safety, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Zhiyuan Zhu
- College of Electronic Engineering, Southwest University, Chongqing 400715, China
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29
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Kasputis T, Hosmer KE, He Y, Chen J. Ensuring food safety: Microfluidic-based approaches for the detection of food contaminants. ANALYTICAL SCIENCE ADVANCES 2024; 5:e2400003. [PMID: 38948318 PMCID: PMC11210746 DOI: 10.1002/ansa.202400003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 03/29/2024] [Accepted: 04/01/2024] [Indexed: 07/02/2024]
Abstract
Detecting foodborne contamination is a critical challenge in ensuring food safety and preventing human suffering and economic losses. Contaminated food, comprising biological agents (e.g. bacteria, viruses and fungi) and chemicals (e.g. toxins, allergens, antibiotics and heavy metals), poses significant risks to public health. Microfluidic technology has emerged as a transformative solution, revolutionizing the detection of contaminants with precise and efficient methodologies. By manipulating minute volumes of fluid on miniaturized systems, microfluidics enables the creation of portable chips for biosensing applications. Advancements from early glass and silicon devices to modern polymers and cellulose-based chips have significantly enhanced microfluidic technology, offering adaptability, flexibility, cost-effectiveness and biocompatibility. Microfluidic systems integrate seamlessly with various biosensing reactions, facilitating nucleic acid amplification, target analyte recognition and accurate signal readouts. As research progresses, microfluidic technology is poised to play a pivotal role in addressing evolving challenges in the detection of foodborne contaminants. In this short review, we delve into various manufacturing materials for state-of-the-art microfluidic devices, including inorganics, elastomers, thermoplastics and paper. Additionally, we examine several applications where microfluidic technology offers unique advantages in the detection of food contaminants, including bacteria, viruses, fungi, allergens and more. This review underscores the significant advancement of microfluidic technology and its pivotal role in advancing the detection and mitigation of foodborne contaminants.
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Affiliation(s)
- Tom Kasputis
- Department of Biological Systems EngineeringVirginia TechBlacksburgVirginiaUSA
| | | | - Yawen He
- Department of Biological Systems EngineeringVirginia TechBlacksburgVirginiaUSA
| | - Juhong Chen
- Department of Biological Systems EngineeringVirginia TechBlacksburgVirginiaUSA
- Department of BioengineeringUniversity of CaliforniaRiversideCaliforniaUSA
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30
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Chen M, Hu Z, Zheng H, Wang J, Xu X. Antimicrobial polysaccharide hydrogels embedded with methyl-β-cyclodextrin/thyme oil inclusion complexes for exceptional mechanical performance and chilled chicken breast preservation. Int J Biol Macromol 2024; 267:131586. [PMID: 38615861 DOI: 10.1016/j.ijbiomac.2024.131586] [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: 02/03/2024] [Revised: 04/02/2024] [Accepted: 04/11/2024] [Indexed: 04/16/2024]
Abstract
While hydrogels have potential for food packaging, limited research on hydrogels with excellent mechanical performance and antibacterial activity for preserving chicken breasts. Herein, we created antibacterial hydrogels by embedding methyl-β-cyclodextrin/thyme oil inclusion complexes (MCD/TO-ICs) into a polyvinyl alcohol matrix containing dendrobium polysaccharides and guar gum in varying ratios using freeze-thaw cycling method. The resulting hydrogels exhibited a more compact structure than those without MCD/TO-ICs, enhancing thermal stability and increasing glass transition temperature due to additional intermolecular interactions between polymer chains that inhibited chain movement. XRD analysis showed no significant changes in crystalline phase, enabling formation of a 3D network through abundant hydrogen bonding. Moreover, the hydrogel demonstrated exceptional durability, with a toughness of 350 ± 25 kJ/m3 and adequate tearing resistance of 340 ± 30 J/m2, capable of lifting 3 kg weight, 1200 times greater than the hydrogel itself. Additionally, the hydrogels displayed excellent antimicrobial activity and antioxidant properties. Importantly, the hydrogels effectively maintained TVB-N levels and microbial counts within acceptable ranges, preserving sensory properties and extending the shelf life of chilled chicken breasts by four days. This study highlights the potential of MCD/TO-IC-incorporated polysaccharide hydrogels as safe and effective active packaging solutions for preserving chilled chicken in food industry.
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Affiliation(s)
- Mingshan Chen
- Key Laboratory of Product Packaging and Logistics, Packaging Engineering Institute, College of Packaging Engineering, Jinan University, Qianshan Road 206, Zhuhai 519070, China
| | - Zhiyu Hu
- Key Laboratory of Product Packaging and Logistics, Packaging Engineering Institute, College of Packaging Engineering, Jinan University, Qianshan Road 206, Zhuhai 519070, China
| | - Haoyuan Zheng
- Key Laboratory of Product Packaging and Logistics, Packaging Engineering Institute, College of Packaging Engineering, Jinan University, Qianshan Road 206, Zhuhai 519070, China
| | - Jiesheng Wang
- Key Laboratory of Product Packaging and Logistics, Packaging Engineering Institute, College of Packaging Engineering, Jinan University, Qianshan Road 206, Zhuhai 519070, China
| | - Xiaowen Xu
- Key Laboratory of Product Packaging and Logistics, Packaging Engineering Institute, College of Packaging Engineering, Jinan University, Qianshan Road 206, Zhuhai 519070, China.
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31
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Bahari HR, Mousavi Khaneghah A, Eş I. Upconversion nanoparticles-modified aptasensors for highly sensitive mycotoxin detection for food quality and safety. Compr Rev Food Sci Food Saf 2024; 23:e13369. [PMID: 38767851 DOI: 10.1111/1541-4337.13369] [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: 12/28/2023] [Revised: 03/29/2024] [Accepted: 04/26/2024] [Indexed: 05/22/2024]
Abstract
Mycotoxins, highly toxic and carcinogenic secondary metabolites produced by certain fungi, pose significant health risks as they contaminate food and feed products globally. Current mycotoxin detection methods have limitations in real-time detection capabilities. Aptasensors, incorporating aptamers as specific recognition elements, are crucial for mycotoxin detection due to their remarkable sensitivity and selectivity in identifying target mycotoxins. The sensitivity of aptasensors can be improved by using upconversion nanoparticles (UCNPs). UCNPs consist of lanthanide ions in ceramic host, and their ladder-like energy levels at f-orbitals have unique photophysical properties, including converting low-energy photons to high-energy emissions by a series of complex processes and offering sharp, low-noise, and sensitive near-infrared to visible detection strategy to enhance the efficacy of aptasensors for novel mycotoxin detection. This article aims to review recent reports on the scope of the potential of UCNPs in mycotoxin detection, focusing on their integration with aptasensors to give readers clear insight. We briefly describe the upconversion photoluminescence (UCPL) mechanism and relevant energy transfer processes influencing UCNP design and optimization. Furthermore, recent studies and advancements in UCNP-based aptasensors will be reviewed. We then discuss the potential impact of UCNP-modified aptasensors on food safety and present an outlook on future directions and challenges in this field. This review article comprehensively explains the current state-of-the-art UCNP-based aptasensors for mycotoxin detection. It provides insights into potential applications by addressing technical and practical challenges for practical implementation.
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Affiliation(s)
- Hamid-Reza Bahari
- Center of Innovation for Green and High Technologies, Tehran, Iran
- UNAM-National Nanotechnology Research Center, Institute of Materials Science and Nanotechnology, Ankara, Turkey
| | | | - Ismail Eş
- Institute of Biomedical Engineering, Old Road Campus Research Building, University of Oxford, Oxford, UK
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32
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Feng X, Li P, Li T, Cao X, Liu D, Xiao M, Wang L. Ultra-sensitive and rapid detection of Salmonella enterica and Staphylococcus aureus to single-cell level by aptamer-functionalized carbon nanotube field-effect transistor biosensors. Biosens Bioelectron 2024; 257:116333. [PMID: 38669846 DOI: 10.1016/j.bios.2024.116333] [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: 03/14/2024] [Revised: 04/08/2024] [Accepted: 04/23/2024] [Indexed: 04/28/2024]
Abstract
Foodborne diseases caused by Salmonella enterica (S. enterica) and Staphylococcus aureus (S. aureus) significantly impact public health, underscoring the imperative for highly sensitive, rapid, and accurate detection technologies to ensure food safety and prevent human diseases. Nanomaterials hold great promise in the development of high-sensitivity transistor biosensors. In this work, field-effect transistor (FET) comprising high-purity carbon nanotubes (CNTs) were fabricated and modified with corresponding nucleic acid aptamers for the high-affinity and selective capture of S. enterica and S. aureus. The aptamer-functionalized CNT-FET biosensor demonstrated ultra-sensitive and rapid detection of these foodborne pathogens. Experimental results indicated that the biosensor could detect S. enterica at a limit of detection (LOD) as low as 1 CFU in PBS buffer, and S. aureus at an LOD of 1.2 CFUs, achieving single-cell level detection accuracy with exceptional specificity. The biosensor exhibited a rapid response time, completing single detections within 200 s. Even in the presence of interference from six complex food matrices, the biosensor maintained its ultra-sensitive (3.1 CFUs) and rapid response (within 200 s) characteristics for both pathogens. The developed aptamer-functionalized CNT-FET biosensor demonstrates a capability for low-cost, ultra-sensitive, label-free, and rapid detection of low-abundance S. enterica and S. aureus in both buffer solutions and complex environments. This innovation holds significant potential for applying this detection technology to on-site rapid testing scenarios, offering a promising solution to the pressing need for efficient and reliable pathogen monitoring in various settings.
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Affiliation(s)
- Xiaoxuan Feng
- College of Food Science, South China Agricultural University, Guangzhou, 510642, China
| | - Pengzhen Li
- College of Food Science, South China Agricultural University, Guangzhou, 510642, China
| | - Tingxian Li
- Key Laboratory for the Physics and Chemistry of Nanodevices and Center for Carbon-based Electronics, Department of Electronics, Peking University, Beijing, 100871, China
| | - Xiaoling Cao
- College of Food Science, South China Agricultural University, Guangzhou, 510642, China
| | - Daohe Liu
- College of Food Science, South China Agricultural University, Guangzhou, 510642, China
| | - Mengmeng Xiao
- Key Laboratory for the Physics and Chemistry of Nanodevices and Center for Carbon-based Electronics, Department of Electronics, Peking University, Beijing, 100871, China.
| | - Li Wang
- College of Food Science, South China Agricultural University, Guangzhou, 510642, China.
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33
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Zeng Q, Wang Y, Javeed A, Chen F, Li J, Guan Y, Chen B, Han B. Preparation and properties of polyvinyl alcohol/chitosan-based hydrogel with dual pH/NH 3 sensor for naked-eye monitoring of seafood freshness. Int J Biol Macromol 2024; 263:130440. [PMID: 38417763 DOI: 10.1016/j.ijbiomac.2024.130440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 02/22/2024] [Accepted: 02/23/2024] [Indexed: 03/01/2024]
Abstract
To address the issue of food spoilage causing health and economic loss, we developed a pH/NH3 dual sensitive hydrogel based on polyvinyl alcohol/chitosan (PVA/CS) containing chitosan-phenol red (CP). The CP was synthesized via Mannich reaction and immobilized it in PVA/CS hydrogel through freezing/thawing method to prepare the final PVA/CS/CP hydrogel. The synthesis of CP was confirmed by 1H NMR, FT-IR, XRD, UV-vis, and XPS. The characteristics of hydrogel were evaluated by FT-IR, XRD, SEM, mechanical properties, thermal stability, leaching, and color stability tests. The PVA/CS/CP hydrogel showed distinctly different color at various pH and NH3 vapor levels (yellow to purple). The hydrogel exhibited obvious color changes (ΔE = 46.95) in response to shrimp spoilage, stored at 4 °C. It showed positive and strong correlation between the ΔE values of the indicator hydrogel and total volatile basic nitrogen (TVB-N) as (R2 = 0.9573) and with pH as (R2 = 0.8686), respectively. These results clearly show that the PVA/CS/CP hydrogel could be applied for naked-eye real-time monitoring of seafood freshness in intelligent packaging.
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Affiliation(s)
- Qiuyu Zeng
- Department of Development Technology of Marine Resources, College of Life Sciences and Medicine, Laboratory of Antiallergic Functional Molecules, Zhejiang Sci-Tech University, Hangzhou 310018, PR China
| | - Yifan Wang
- Department of Development Technology of Marine Resources, College of Life Sciences and Medicine, Laboratory of Antiallergic Functional Molecules, Zhejiang Sci-Tech University, Hangzhou 310018, PR China
| | - Ansar Javeed
- Department of Development Technology of Marine Resources, College of Life Sciences and Medicine, Laboratory of Antiallergic Functional Molecules, Zhejiang Sci-Tech University, Hangzhou 310018, PR China
| | - Fengyun Chen
- School of Science, Zhejiang Sci-Tech University, Hangzhou 310018, PR China
| | - Jiaxing Li
- Department of Development Technology of Marine Resources, College of Life Sciences and Medicine, Laboratory of Antiallergic Functional Molecules, Zhejiang Sci-Tech University, Hangzhou 310018, PR China
| | - Yating Guan
- Department of Development Technology of Marine Resources, College of Life Sciences and Medicine, Laboratory of Antiallergic Functional Molecules, Zhejiang Sci-Tech University, Hangzhou 310018, PR China
| | - Baiyu Chen
- Department of Development Technology of Marine Resources, College of Life Sciences and Medicine, Laboratory of Antiallergic Functional Molecules, Zhejiang Sci-Tech University, Hangzhou 310018, PR China
| | - Bingnan Han
- Department of Development Technology of Marine Resources, College of Life Sciences and Medicine, Laboratory of Antiallergic Functional Molecules, Zhejiang Sci-Tech University, Hangzhou 310018, PR China.
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34
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Xia YF, Yuan HQ, Qiao C, Li W, Wang R, Chen P, Li YX, Bao GM. Multifunctional Eu 3+-MOF for simultaneous quantification of malachite green and leuco-malachite green and efficient adsorption of malachite green. JOURNAL OF HAZARDOUS MATERIALS 2024; 465:133386. [PMID: 38160559 DOI: 10.1016/j.jhazmat.2023.133386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 12/08/2023] [Accepted: 12/26/2023] [Indexed: 01/03/2024]
Abstract
Multi-target detection combined with in-situ removal of contaminants is a challenging issue difficult to overcome. Herein, a dual-emissive Eu3+-metal organic framework (Eu3+-MOF) was constructed by pre-functionalization with a blue-emissive ligand and post-functionalization with red-emissive Eu3+ ions using a UiO-66 precursor. The fluorescence of the synthesized Eu3+-MOF is highly selective and sensitive toward malachite green (MG) and its metabolite leuco-malachite green (LMG), which are environmentally persistent and highly toxic to humans. The limit of detection of MG and LMG are 34.20 and 1.98 nM, respectively. Interestingly, the fluorescence of this Eu3+-MOF showed ratiometric but different responsive modes toward MG and LMG, which enabled the simultaneous quantification of MG and LMG. Furthermore, a paper-based sensor combined with the smartphone was fabricated, which facilitated not only the dual-channel detection of MG, but also its portable, visual, rapid, and intelligent determination. Furthermore, the high surface area of MOFs, together with the coordinate bonding interaction, π-π stacking, and electrostatic interaction sites, endows Eu3+-MOF with the efficient ability toward MG removal. This multifunctional Eu3+-MOF can be successfully used for trace detection, simultaneous determination of MG and LMG, as well as efficient removal of MG. Thus, it exhibits bright prospects for widespread applications in the field of food and environmental analysis.
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Affiliation(s)
- Yi-Fan Xia
- National "111″ Center for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, School of Food and Biological Engineering, Hubei University of Technology, Wuhan 430068, China
| | - Hou-Qun Yuan
- National "111″ Center for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, School of Food and Biological Engineering, Hubei University of Technology, Wuhan 430068, China.
| | - Chen Qiao
- National "111″ Center for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, School of Food and Biological Engineering, Hubei University of Technology, Wuhan 430068, China
| | - Wei Li
- College of Chemistry and Materials, Jiangxi Agricultural University, Nanchang 330045, China
| | - Ran Wang
- National "111″ Center for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, School of Food and Biological Engineering, Hubei University of Technology, Wuhan 430068, China
| | - Peiyao Chen
- National "111″ Center for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, School of Food and Biological Engineering, Hubei University of Technology, Wuhan 430068, China
| | - Yan-Xia Li
- College of Chemistry and Materials, Jiangxi Agricultural University, Nanchang 330045, China
| | - Guang-Ming Bao
- National "111″ Center for Cellular Regulation and Molecular Pharmaceutics, Key Laboratory of Fermentation Engineering (Ministry of Education), Hubei Key Laboratory of Industrial Microbiology, School of Food and Biological Engineering, Hubei University of Technology, Wuhan 430068, China.
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35
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Mira NP, Marshall R, Pinheiro MJF, Dieckmann R, Dahouk SA, Skroza N, Rudnicka K, Lund PA, De Biase D. On the potential role of naturally occurring carboxylic organic acids as anti-infective agents: opportunities and challenges. Int J Infect Dis 2024; 140:119-123. [PMID: 38325748 DOI: 10.1016/j.ijid.2024.01.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 01/12/2024] [Accepted: 01/16/2024] [Indexed: 02/09/2024] Open
Abstract
Carboxylic organic acids are intermediates of central carbon metabolic pathways (e.g. acetic, propionic, citric, and lactic acid) long known to have potent antimicrobial potential, mainly at acidic pHs. The food industry has been leveraging those properties for years, using many of these acids as preservatives to inhibit the growth of pathogenic and/or spoilage fungal and bacterial species. A few of these molecules (the most prominent being acetic acid) have been used as antiseptics since Hippocratic medicine, mainly to treat infected wounds in patients with burns. With the growth of antibiotic therapy, the use of carboxylic acids (and other chemical antiseptics) in clinical settings lost relevance; however, with the continuous emergence of multi-antibiotic/antifungal resistant strains, the search for alternatives has intensified. This prospective article raises awareness of the potential of carboxylic acids to control infections in clinical settings, considering not only their previous exploitation in this context (which we overview) but also the positive experience of their safe use in food preservation. At a time of great concern with antimicrobial resistance and the slow arrival of new antimicrobial therapeutics to the market, further exploration of organic acids as anti-infective molecules may pave the way to more sustainable prophylactic and therapeutic approaches.
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Affiliation(s)
- Nuno Pereira Mira
- iBB, Institute for Bioengineering and Biosciences, Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal; Associate Laboratory i4HB-Institute for Health and Bioeconomy at Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal.
| | - Robert Marshall
- Institute of Microbiology and Infection, School of Biosciences, University of Birmingham, Birmingham, United Kingdom
| | - Maria Joana F Pinheiro
- iBB, Institute for Bioengineering and Biosciences, Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal; Associate Laboratory i4HB-Institute for Health and Bioeconomy at Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
| | - Ralf Dieckmann
- German Federal Institute for Risk Assessment, Department of Biological Safety, Berlin, Germany
| | - Sascha Al Dahouk
- German Federal Institute for Risk Assessment, Department of Biological Safety, Berlin, Germany
| | - Nevena Skroza
- Unit of Dermatology, Department of Medico-Surgical Science and Biotechnologies, Sapienza University of Rome, A. Fiorini Hospital, Latina, Italy
| | - Karolina Rudnicka
- Department of Immunology and Infectious Biology, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland
| | - Peter A Lund
- Associate Laboratory i4HB-Institute for Health and Bioeconomy at Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
| | - Daniela De Biase
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Rome, Italy
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36
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Pan M. Nanomaterial-Based Optical Detection of Food Contaminants. Foods 2024; 13:557. [PMID: 38397534 PMCID: PMC10888089 DOI: 10.3390/foods13040557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 02/03/2024] [Indexed: 02/25/2024] Open
Abstract
The presence of food contaminants remains a significant aspect contributing to global food safety issues, drawing widespread attention from ordinary consumers, governments, and researchers [...].
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Affiliation(s)
- Mingfei Pan
- State Key Laboratory of Food Nutrition and Safety, Tianjin University of Science and Technology, Tianjin 300457, China
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37
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Xiao N, Ruan S, Mo Q, Zhao M, Liu T, Feng F. Effects of potassium sorbate on systemic inflammation and gut microbiota in normal mice: A comparison of continuous intake and washout period. Food Chem Toxicol 2024; 184:114443. [PMID: 38211766 DOI: 10.1016/j.fct.2024.114443] [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: 11/13/2023] [Revised: 12/06/2023] [Accepted: 01/08/2024] [Indexed: 01/13/2024]
Abstract
Potassium sorbate (PS) is a widely used food preservative in the field of food industry. However, the effects of continuous intake and washout period of PS on host health are still unclear. In this study, to investigate long-term effect and after-effect of different concentrations and time points of PS, healthy mice were orally exposed to 150 mg/kg, 500 mg/kg and 1000 mg/kg of PS for 10 weeks, and washout treatment for another 5 weeks, respectively. The results indicated that PS intake for 10 weeks had no obvious effects on organs and adipose tissue, nor did it noteworthily interfere with glucolipid metabolism in the serum. However, it caused inflammatory cell infiltration in the liver, increased serum interleukin (IL)-1β level, changed abundances of gut microbiota but failed to promote the production of short chain fatty acids in the gut. After washout period for 5 weeks, liver inflammation and IL-1β level were decreased, and gut environment developed towards a healthier condition. Specifically, PS washout significantly increased abundance of Lachnospiraceae_NK4A136_group and the production of isobutyric acid. This study confirmed washout period eliminated negative effects from continuous intake of PS, which provided positive evidence for its safety.
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Affiliation(s)
- Nanhai Xiao
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China
| | - Shengyue Ruan
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China
| | - Qiufen Mo
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China
| | - Minjie Zhao
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China
| | - Tao Liu
- Xianghu Laboratory, Hangzhou, 311231, China
| | - Fengqin Feng
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China; Ningbo Research Institute, Zhejiang University, Ningbo, 315100, China; ZhongYuan Institute, Zhejiang University, Zhengzhou, 450001, China.
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38
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Moradian M, Faraji AR, Davood A. Removal of aflatoxin B 1 from contaminated milk and water by nitrogen/carbon-enriched cobalt ferrite -chitosan nanosphere: RSM optimization, kinetic, and thermodynamic perspectives. Int J Biol Macromol 2024; 256:127863. [PMID: 37952803 DOI: 10.1016/j.ijbiomac.2023.127863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 10/24/2023] [Accepted: 11/01/2023] [Indexed: 11/14/2023]
Abstract
In view of the feed/foods inevitably contaminated by toxic and carcinogenic aflatoxin B1 (AFB1), efficient mesoporous metformin-chitosan/silica‑cobalt ferrite nanospheres (Mt-CS/CFS NSs) was prepared to remove AFB1 from aqueous/non-aqueous media. The morphological, functional, and structural characteristics and adsorption properties of C/N-enriched CS/CFS were investigated systematically. The interactive operating variables (temperature (5.0-35 °C); time (10-100 min); AFB1 dose (50-100 μg/mL); and Mt-CS/CFS dosage (0.5-3.5 mg) were optimized via the Box-Behnken design (BBD), which demonstrated good agreement between the experimental data and proposed model. The adsorption efficiency in artificially contaminated cow's milk as well as aqueous environment reached over 91.0 % in a wide pH range (3.0-9.0), without significant change in the nutritional value of milk. Freundlich isotherm and second-order adsorption kinetics were regarded as the most suitable models to fit the adsorption results, and the adsorption rate is dominated by the intra-particle diffusion and boundary layer diffusion. Thermodynamic analyses proved that the process was spontaneous and exothermic. The adsorption mechanism could be explained as physisorption via hydrogen bonding, n-π interaction, and hydrophobic/hydrophilic interactions. The porous Mt-CS/CFS NS derived from chitosan nanoparticles is therefore outstanding adsorbent, offering great adsorptive performance and recycabilities, which impedes economic losses in the food industry.
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Affiliation(s)
- M Moradian
- Department of Medicinal Chemistry, Faculty of Pharmaceutical, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - A R Faraji
- Department of Organic Chemistry, Faculty of Pharmaceutical Chemistry, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Nutrition and Food Sciences Research Center, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.
| | - A Davood
- Department of Medicinal Chemistry, Faculty of Pharmaceutical, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Department of Medicinal Chemistry, Faculty of Pharmaceutical Sciences, Tehran Islamic Azad Medical Sciences University, Tehran, Iran
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39
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Arcot Y, Mu M, Lin YT, DeFlorio W, Jebrini H, Kunadu APH, Yegin Y, Min Y, Castillo A, Cisneros-Zevallos L, Taylor TM, Akbulut ME. Edible nano-encapsulated cinnamon essential oil hybrid wax coatings for enhancing apple safety against food borne pathogens. Curr Res Food Sci 2024; 8:100667. [PMID: 38292343 PMCID: PMC10825335 DOI: 10.1016/j.crfs.2023.100667] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 12/13/2023] [Accepted: 12/17/2023] [Indexed: 02/01/2024] Open
Abstract
Post-harvest losses of fruits due to decay and concerns regarding microbial food safety are significant within the produce processing industry. Additionally, maintaining the quality of exported commodities to distant countries continues to pose a challenge. To address these issues, the application of bioactive compounds, such as essential oils, has gained recognition as a means to extend shelf life by acting as antimicrobials. Herein, we have undertaken an innovative approach by nano-encapsulating cinnamon-bark essential oil using whey protein concentrate and imbibing nano-encapsulates into food-grade wax commonly applied on produce surfaces. We have comprehensively examined the physical, chemical, and antimicrobial properties of this hybrid wax to evaluate its efficacy in combatting the various foodborne pathogens that frequently trouble producers and handlers in the post-harvest processing industry. The coatings as applied demonstrated a static contact angle of 85 ± 1.6°, and advancing and receding contact angles of 90 ± 1.1° and 53.0 ± 1.6°, respectively, resembling the wetting properties of natural waxes on apples. Nanoencapsulation significantly delayed the release of essential oil, increasing the half-life by 61 h compared to its unencapsulated counterparts. This delay correlated with statistically significant reductions (p = 0.05) in bacterial populations providing both immediate and delayed (up to 72 h) antibacterial effects as well as expanded fungal growth inhibition zones compared to existing wax technologies, demonstrating promising applicability for high-quality fruit storage and export. The utilization of this advanced produce wax coating technology offers considerable potential for bolstering food safety and providing enhanced protection against bacteria and fungi for produce commodities.
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Affiliation(s)
- Yashwanth Arcot
- Artie McFerrin Department of Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Minchen Mu
- Artie McFerrin Department of Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Yu-Ting Lin
- Artie McFerrin Department of Engineering, Texas A&M University, College Station, TX 77843, USA
| | - William DeFlorio
- Artie McFerrin Department of Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Haris Jebrini
- Department of Food Science and Technology, Texas A&M University, College Station, TX 77843, USA
| | | | - Yagmur Yegin
- Massachusetts Institute of Technology, Civil and Environmental Engineering, Cambridge, MA 02139, USA
| | - Younjin Min
- Depart of Chemical and Environmental Engineering, University of California, Riverside, CA, USA, 92521
| | - Alejandro Castillo
- Department of Food Science and Technology, Texas A&M University, College Station, TX 77843, USA
| | - Luis Cisneros-Zevallos
- Department of Horticultural Sciences, Texas A&M University, College Station, TX, 77843, USA
| | - Thomas M. Taylor
- Department of Animal Science, Texas A&M University, College Station, TX, 77843, USA
| | - Mustafa E.S. Akbulut
- Artie McFerrin Department of Engineering, Texas A&M University, College Station, TX 77843, USA
- Department of Materials Science and Engineering, Texas A&M University, College Station, TX 77843, USA
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40
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Gao P, Md Shaarani S, Mohd Noor NQI. Recent advances in inspection technologies of food safety health hazards for fish and fish products. Crit Rev Food Sci Nutr 2023; 65:1109-1125. [PMID: 38059602 DOI: 10.1080/10408398.2023.2289077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/08/2023]
Abstract
The development of reliable and sensitive detection methods is essential for addressing the escalating concerns surrounding fish and fish products, driven by increasing market demands. This comprehensive review presents recent advances in detection approaches, specifically focusing on microplastic, biological, and chemical hazards associated with these products. The overview encompasses 21 distinct detection methods, categorized based on the type of hazard they target. For microplastic hazards, six methods are visual, spectroscopic, and thermal analyses. Biological hazard identification relies on six approaches employing nucleic-acid sequence, immunological, and biosensor technologies. The investigation of chemical hazards encompasses ten methods, including chromatography, spectroscopy, mass spectrometry, immunological, biosensor, and electrochemical techniques. The review provides in-depth insights into the basic principles, general characteristics, and the recognized advantages and disadvantages of each method. Moreover, it elaborates on recent advancements within these methodologies. The concluding section of the review discusses current challenges and outlines future perspectives for these detection methods. Overall, this comprehensive summary not only serves as a guide for researchers involved in fish safety and quality control but also emphasizes the significance of staying abreast of evolving detection technologies to ensure the continued safety of fish and fish products in response to emerging food safety hazards.
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Affiliation(s)
- Peiru Gao
- Faculty of Food Science and Nutrition, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia
| | - Sharifudin Md Shaarani
- Food Biotechnology Programme, Faculty of Science and Technology, Universiti Sains Islam Malaysia, Nilai, Malaysia
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41
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Carrera M. Food Safety-Transcriptomics and Proteomics. Int J Mol Sci 2023; 24:17127. [PMID: 38138956 PMCID: PMC10743159 DOI: 10.3390/ijms242417127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 11/28/2023] [Indexed: 12/24/2023] Open
Abstract
Food safety is a critical aspect of public health and involves the handling, preparation, and storage of food to avoid contamination and foodborne illnesses [...].
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Affiliation(s)
- Mónica Carrera
- Food Technology Department, Institute of Marine Research (IIM), Spanish National Research Council (CSIC), 36208 Vigo, Pontevedra, Spain
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42
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Hendrickson OD, Byzova NA, Safenkova IV, Panferov VG, Dzantiev BB, Zherdev AV. Sensitive Immunochromatographic Determination of Salmonella typhimurium in Food Products Using Au@Pt Nanozyme. NANOMATERIALS (BASEL, SWITZERLAND) 2023; 13:3074. [PMID: 38063770 PMCID: PMC10708492 DOI: 10.3390/nano13233074] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 11/27/2023] [Accepted: 12/02/2023] [Indexed: 05/08/2025]
Abstract
In this study, we developed a sensitive immunochromatographic analysis (ICA) of the Salmonella typhimurium bacterial pathogen contaminating food products and causing foodborne illness. The ICA of S. typhimurium was performed using Au@Pt nanozyme as a label ensuring both colorimetric detection and catalytic amplification of the analytical signal due to nanozyme peroxidase-mimic properties. The enhanced ICA enabled the detection of S. typhimurium cells with the visual limit of detection (LOD) of 2 × 102 CFU/mL, which outperformed the LOD in the ICA with traditional gold nanoparticles by two orders of magnitude. The assay duration was 15 min. The specificity of the developed assay was tested using cells from various Salmonella species as well as other foodborne pathogens; it was shown that the test system detected only S. typhimurium. The applicability of ICA for the determination of Salmonella in food was confirmed in several samples of milk with different fat content, as well as chicken meat. For these real samples, simple pretreatment procedures were proposed. Recoveries of Salmonella in foodstuffs were from 74.8 to 94.5%. Due to rapidity and sensitivity, the proposed test system is a promising tool for the point-of-care control of the Salmonella contamination of different food products on the whole farm-to-table chain.
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Affiliation(s)
| | | | | | | | | | - Anatoly V. Zherdev
- A.N. Bach Institute of Biochemistry, Research Center of Biotechnology of the Russian Academy of Sciences, Leninsky Prospect 33, 119071 Moscow, Russia; (O.D.H.); (N.A.B.); (I.V.S.); (V.G.P.); (B.B.D.)
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Kim TY, Zhu X, Kim SM, Lim JA, Woo MA, Lim MC, Luo K. A review of nucleic acid-based detection methods for foodborne viruses: Sample pretreatment and detection techniques. Food Res Int 2023; 174:113502. [PMID: 37986417 DOI: 10.1016/j.foodres.2023.113502] [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: 07/25/2023] [Revised: 09/15/2023] [Accepted: 09/22/2023] [Indexed: 11/22/2023]
Abstract
Viruses are major pathogens that cause food poisoning when ingested via contaminated food and water. Therefore, the development of foodborne virus detection technologies that can be applied throughout the food distribution chain is essential for food safety. A common nucleic acid-based detection method is polymerase chain reaction (PCR), which has become the gold standard for monitoring food contamination by viruses due to its high sensitivity, and availability of commercial kits. However, PCR-based methods are labor intensive and time consuming, and are vulnerable to inhibitors that may be present in food samples. In addition, the methods are restricted with regard to site of analysis due to the requirement of expensive and large equipment for sophisticated temperature regulation and signal analysis procedures. To overcome these limitations, optical and electrical readout biosensors based on nucleic acid isothermal amplification technology and nanomaterials have emerged as alternatives for nucleic acid-based detection of foodborne viruses. Biosensors are promising portable detection tools owing to their easy integration into compact platforms and ability to be operated on-site. However, the complexity of food components necessitates the inclusion of tedious preprocessing steps, and the lack of stability studies on residual food components further restricts the practical application of biosensors as a universal detection method. Here, we summarize the latest advances in nucleic acid-based strategies for the detection of foodborne viruses, including PCR-based and isothermal amplification-based methods, gene amplification-free methods, as well as food pretreatment methods. The principles, strengths/disadvantages, and performance of each method, problems to be solved, and future prospects for the development of a universal detection method are discussed.
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Affiliation(s)
- Tai-Yong Kim
- Research Group of Food Safety and Distribution, Korea Food Research Institute (KFRI), Wanju-gun, Jeollabuk-do 55365, Republic of Korea
| | - Xiaoning Zhu
- College of Food Science and Engineering, Ocean University of China, Qingdao, Shandong Province 266003, China
| | - Se-Min Kim
- Research Group of Food Safety and Distribution, Korea Food Research Institute (KFRI), Wanju-gun, Jeollabuk-do 55365, Republic of Korea; Department of Food Science and Technology, Jeonbuk National University, Jeonju-si, Jeollabuk-do 54896, Republic of Korea
| | - Jeong-A Lim
- Research Group of Food Safety and Distribution, Korea Food Research Institute (KFRI), Wanju-gun, Jeollabuk-do 55365, Republic of Korea
| | - Min-Ah Woo
- Research Group of Food Safety and Distribution, Korea Food Research Institute (KFRI), Wanju-gun, Jeollabuk-do 55365, Republic of Korea
| | - Min-Cheol Lim
- Research Group of Food Safety and Distribution, Korea Food Research Institute (KFRI), Wanju-gun, Jeollabuk-do 55365, Republic of Korea; Department of Food Biotechnology, Korea University of Science and Technology, Daejeon-si 34113, Republic of Korea.
| | - Ke Luo
- College of Food Science and Engineering, Ocean University of China, Qingdao, Shandong Province 266003, China.
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Puebla-Duarte AL, Santos-Sauceda I, Rodríguez-Félix F, Iturralde-García RD, Fernández-Quiroz D, Pérez-Cabral ID, Del-Toro-Sánchez CL. Active and Intelligent Packaging: A Review of the Possible Application of Cyclodextrins in Food Storage and Safety Indicators. Polymers (Basel) 2023; 15:4317. [PMID: 37959997 PMCID: PMC10648989 DOI: 10.3390/polym15214317] [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: 09/01/2023] [Revised: 10/09/2023] [Accepted: 11/01/2023] [Indexed: 11/15/2023] Open
Abstract
Natural cyclodextrins (CDs) can be formed by 6, 7, or 8 glucose molecules (α-, β-, and γ-, respectively) linked in a ring, creating a cone shape. Its interior has an affinity for hydrophobic molecules, while the exterior is hydrophilic and can interact with water molecules. This feature has been used to develop active packaging applied to food, interacting with the product or its environment to improve one or more aspects of its quality or safety. It also provides monitoring information when food is optimal for consumption, as intelligent packaging is essential for the consumer and the merchant. Therefore, this review will focus on discerning which packaging is most appropriate for each situation, solubility and toxicological considerations, characterization techniques, effect on the guest properties, and other aspects related to forming the inclusion complex with bioactive molecules applied to packaging.
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Affiliation(s)
- Andrés Leobardo Puebla-Duarte
- Departamento de Investigación y Posgrado en Alimentos, Universidad de Sonora, Blvd. Luis Encinas y Rosales S/N, Col. Centro, Hermosillo 83000, Mexico; (A.L.P.-D.); (F.R.-F.); (R.D.I.-G.); (I.D.P.-C.)
| | - Irela Santos-Sauceda
- Departamento de Investigación en Polímeros y Materiales, Universidad de Sonora, Blvd. Luis Encinas y Rosales S/N, Col. Centro, Hermosillo 83000, Mexico;
| | - Francisco Rodríguez-Félix
- Departamento de Investigación y Posgrado en Alimentos, Universidad de Sonora, Blvd. Luis Encinas y Rosales S/N, Col. Centro, Hermosillo 83000, Mexico; (A.L.P.-D.); (F.R.-F.); (R.D.I.-G.); (I.D.P.-C.)
| | - Rey David Iturralde-García
- Departamento de Investigación y Posgrado en Alimentos, Universidad de Sonora, Blvd. Luis Encinas y Rosales S/N, Col. Centro, Hermosillo 83000, Mexico; (A.L.P.-D.); (F.R.-F.); (R.D.I.-G.); (I.D.P.-C.)
| | - Daniel Fernández-Quiroz
- Departamento de Ingeniería Química y Metalurgia, Universidad de Sonora, Blvd. Luis Encinas y Rosales S/N, Col. Centro, Hermosillo 83000, Mexico;
| | - Ingrid Daniela Pérez-Cabral
- Departamento de Investigación y Posgrado en Alimentos, Universidad de Sonora, Blvd. Luis Encinas y Rosales S/N, Col. Centro, Hermosillo 83000, Mexico; (A.L.P.-D.); (F.R.-F.); (R.D.I.-G.); (I.D.P.-C.)
| | - Carmen Lizette Del-Toro-Sánchez
- Departamento de Investigación y Posgrado en Alimentos, Universidad de Sonora, Blvd. Luis Encinas y Rosales S/N, Col. Centro, Hermosillo 83000, Mexico; (A.L.P.-D.); (F.R.-F.); (R.D.I.-G.); (I.D.P.-C.)
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Pedroni L, Perugino F, Kurtaga A, Galaverna G, Dall'Asta C, Dellafiora L. The bitter side of toxicity: A big data analysis spotted the interaction between trichothecenes and bitter receptors. Food Res Int 2023; 173:113284. [PMID: 37803597 DOI: 10.1016/j.foodres.2023.113284] [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: 05/17/2023] [Revised: 07/12/2023] [Accepted: 07/14/2023] [Indexed: 10/08/2023]
Abstract
The bitter taste perception evolved in human and animals to rapidly perceive and avoid potential toxic compounds. This is mediated by taste receptors type 2 (TAS2R), expressed in various tissues, which recently proved to be involved in roles beyond the bitter perception itself. With this study, the interaction between food-related toxic compounds and TAS2R46 has been investigated via computational approaches, starting with a virtual screening and moving to molecular docking and dynamics simulations. The virtual screening analysis identified trichothecolone and the trichothecenes class it belongs to, which includes mycotoxins widespread in several commodities raising food safety concerns, as possible TAS2R46 binders. Molecular docking and dynamics simulations were performed to further explore the trichotecenes-TAS2R46 interaction. The results indicated that deoxynivalenol and its 15-acetylated derivative could activate TAS2R46. Eventually, this study provided initial evidence supporting the involvement of TAS2R46 in the underpinning mechanisms of deoxynivalenol action highlighting the need of digging into the involvement of TAS2R46 and TAS2Rs in the adverse effects of deoxynivalenol and congeners.
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Affiliation(s)
- Lorenzo Pedroni
- Department of Food and Drug, University of Parma, Parma, Italy
| | - Florinda Perugino
- Department of Food and Drug, University of Parma, Parma, Italy; Department of Biology, University of Naples Federico II, Naples, Italy
| | - Ambra Kurtaga
- Department of Food and Drug, University of Parma, Parma, Italy
| | | | | | - Luca Dellafiora
- Department of Food and Drug, University of Parma, Parma, Italy.
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Bappi MH, Prottay AAS, Al-Khafaji K, Akbor MS, Hossain MK, Islam MS, Asha AI, Medeiros CR, Tahim CM, Lucetti ECP, Coutinho HDM, Kamli H, Islam MT. Antiemetic effects of sclareol, possibly through 5-HT 3 and D 2 receptor interaction pathways: In-vivo and in-silico studies. Food Chem Toxicol 2023; 181:114068. [PMID: 37863383 DOI: 10.1016/j.fct.2023.114068] [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: 06/05/2023] [Revised: 09/12/2023] [Accepted: 09/27/2023] [Indexed: 10/22/2023]
Abstract
BACKGROUND Emesis is a complex physiological phenomenon that serves as a defense against numerous toxins, stressful situations, adverse medication responses, chemotherapy, and movement. Nevertheless, preventing emesis during chemotherapy or other situations is a significant issue for researchers. Hence, the majority view contends that successfully combining therapy is the best course of action. In-vivo analysis offers a more comprehensive grasp of how compounds behave within a complex biological environment, whereas in-silico evaluation refers to the use of computational models to forecast biological interactions. OBJECTIVES The objectives of the present study were to evaluate the effects of Sclareol (SCL) on copper sulphate-induced emetic chicks and to investigate the combined effects of these compounds using a conventional co-treatment approach and in-silico study. METHODS SCL (5, 10, and 15 mg/kg) administered orally with or without pre-treatment with anti-emetic drugs (Ondansetron (ODN): 24 mg/kg, Domperidone (DOM): 80 mg/kg, Hyoscine butylbromide (HYS): 100 mg/kg, and Promethazine hydrochloride (PRO): 100 mg/kg) to illustrate the effects and the potential involvement with 5HT3, D2, M3/AChM, H1, or NK1 receptors by SCL. Furthermore, an in-silico analysis was conducted to forecast the role of these receptors in the emetic process. RESULTS The results suggest that SCL exerted a dose-dependent anti-emetic effect on the chicks. Pretreatment with SCL-10 significantly minimized the number of retches and lengthened the emesis tendency of the experimental animals. SCL-10 significantly increased the anti-emetic effects of ODN and DOM. However, compared to the ODN-treated group, (SCL-10 + ODN) group considerably (p < 0.0001) extended the latency duration (109.40 ± 1.03 s) and significantly (p < 0.01) decreased the number of retches (20.00 ± 0.70), indicating an anti-emetic effect on the test animals. In in-silico analysis, SCL exhibited promising binding affinities with suggesting receptors. CONCLUSION SCL-10 exerted an inhibitory-like effect on emetic chicks, probably through the interaction of the 5HT3 and D2 receptors. Further studies are highly appreciated to validate this study and determine the precise mechanism(s) behind the anti-emetic effects of SCL. We expect that SCL-10 may be utilized as an antiemetic treatment in a single dosage form or that it may function as a synergist with other traditional medicines.
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Affiliation(s)
- Mehedi Hasan Bappi
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, 8100, Bangladesh
| | - Abdullah Al Shamsh Prottay
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, 8100, Bangladesh
| | - Khattab Al-Khafaji
- Department of Environmental Science, College of Energy and Environmental Science, Al-Karkh University of Science, Baghdad, 10081, Iraq
| | - Md Showkoth Akbor
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, 8100, Bangladesh
| | - Muhammad Kamal Hossain
- School of Pharmacy, Jeonbuk National University, Jeonju, 54896, Republic of Korea; Department of Pharmacy, University of Science & Technology Chittagong, Chittagong, 4202, Bangladesh
| | - Md Shahazul Islam
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, 8100, Bangladesh
| | - Afia Ibnath Asha
- Department of Biochemistry and Molecular Biology, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, 8100, Bangladesh
| | - Cassio Rocha Medeiros
- CECAPE College, Av. Padre Cícero, 3917 - São José, Juazeiro Do Norte, CE, 63024-015, Brazil
| | - Catarina Martins Tahim
- CECAPE College, Av. Padre Cícero, 3917 - São José, Juazeiro Do Norte, CE, 63024-015, Brazil
| | | | - Henrique Douglas Melo Coutinho
- Department of Biological Chemistry, Laboratory of Microbiology and Molecular Biology, Regional University of Cariri, Crato, CE, 63105-000, Brazil.
| | - Hossam Kamli
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Khalid University, Abha, 61421, Saudi Arabia
| | - Muhammad Torequl Islam
- Department of Pharmacy, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, 8100, Bangladesh.
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Manafe M, Gordon RE, Ncube LJ. Food hygiene and food safety practices of households in a township north of Tshwane, Gauteng. Health SA 2023; 28:2346. [PMID: 37927938 PMCID: PMC10623475 DOI: 10.4102/hsag.v28i0.2346] [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: 01/31/2023] [Accepted: 06/28/2023] [Indexed: 11/07/2023] Open
Abstract
Background Foodborne illness is still a major public health concern worldwide. Most cases of foodborne illness can be traced to the home. The food safety practices of food handlers in the household are an important determining factor in food safety at the household level. Aim To assess the food safety practices of food handlers in households in Ga-Rankuwa, Tshwane. Setting The study was conducted in zones 1-9 and zone 16, as well as extension 25 of Ga-Rankuwa, Tshwane. Methods A quantitative descriptive study design was used for which a structured questionnaire was administered among 339 food handlers. Descriptive and inferential statistical analysis was performed in STATA 13.1. Results The majority of food handlers reported always washing their hands before (81%) and after handling raw meat, chicken or fish; the majority of food handlers (69%) reported always washing preparation surfaces and utensils with clean, soapy water after handling raw meat, chicken or fish. Less than half (45%) of food handlers reported never thawing frozen meat, chicken or fish in a bowl of cold water. Conclusion The food handlers reported appropriate food safety practices regarding hand washing and food preparation surfaces and utensils. However, their practices regarding the storage of meat, chicken and fish were inappropriate. Contribution This study builds on the existing body of literature on the food safety practices of food handlers. Moreover, the study findings can serve as a basis for the development of interventions to ensure food safety at a household level.
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Affiliation(s)
- Mashudu Manafe
- Departments of Human Nutrition and Dietetics, Schools of Health Care Sciences, Sefako Makgatho Health Sciences University, Pretoria, South Africa
| | - Reno E. Gordon
- Departments of Human Nutrition and Dietetics, Schools of Health Care Sciences, Sefako Makgatho Health Sciences University, Pretoria, South Africa
| | - Lindiwe J. Ncube
- Department of Hospitality Management, Faculty of Hospitality and Tourism Management, University of Mpumalanga, Mbombela, South Africa
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Elhalis H, See XY, Osen R, Chin XH, Chow Y. Significance of Fermentation in Plant-Based Meat Analogs: A Critical Review of Nutrition, and Safety-Related Aspects. Foods 2023; 12:3222. [PMID: 37685155 PMCID: PMC10486689 DOI: 10.3390/foods12173222] [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: 07/24/2023] [Revised: 08/23/2023] [Accepted: 08/24/2023] [Indexed: 09/10/2023] Open
Abstract
Plant-based meat analogs have been shown to cause less harm for both human health and the environment compared to real meat, especially processed meat. However, the intense pressure to enhance the sensory qualities of plant-based meat alternatives has caused their nutritional and safety aspects to be overlooked. This paper reviews our current understanding of the nutrition and safety behind plant-based meat alternatives, proposing fermentation as a potential way of overcoming limitations in these aspects. Plant protein blends, fortification, and preservatives have been the main methods for enhancing the nutritional content and stability of plant-based meat alternatives, but concerns that include safety, nutrient deficiencies, low digestibility, high allergenicity, and high costs have been raised in their use. Fermentation with microorganisms such as Bacillus subtilis, Lactiplantibacillus plantarum, Neurospora intermedia, and Rhizopus oryzae improves digestibility and reduces allergenicity and antinutritive factors more effectively. At the same time, microbial metabolites can boost the final product's safety, nutrition, and sensory quality, although some concerns regarding their toxicity remain. Designing a single starter culture or microbial consortium for plant-based meat alternatives can be a novel solution for advancing the health benefits of the final product while still fulfilling the demands of an expanding and sustainable economy.
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Affiliation(s)
| | | | | | | | - Yvonne Chow
- Singapore Institute of Food and Biotechnology Innovation (SIFBI), Agency for Science, Technology and Research (A*STAR), 31 Biopolis Way, Nanos, Singapore 138669, Singapore; (H.E.); (X.Y.S.); (R.O.); (X.H.C.)
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Baba FV, Esfandiari Z. Theoretical and practical aspects of risk communication in food safety: A review study. Heliyon 2023; 9:e18141. [PMID: 37539121 PMCID: PMC10395359 DOI: 10.1016/j.heliyon.2023.e18141] [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: 02/11/2023] [Revised: 06/02/2023] [Accepted: 07/09/2023] [Indexed: 08/05/2023] Open
Abstract
Currently, food safety hazards have introduced as one of the most important threats to public health worldwide. Considering numerous crises in the field of food safety at global, regional, and national levels, and their impact on the physical and mental health of consumers, it is very vital to evaluate risk communication strategies in each country. Food safety risk communication (FSRC) aims to provide the means for individuals to protect their health from food safety risks and make informed decisions about food risks. The purpose of this study is to present FSRC as one of the key parts of risk analysis, its importance considering the prevalence of food contamination and recent crises related to food. Additionally, the stages of implementation of FSRC are mentioned. In FSRC, it is essential to comply with the principles and prerequisites. There are various strategies for FSRC nowadays. Different platforms for FSRC are rapidly evolving. Choosing and evaluating the appropriate strategy according to the target group, consensus of stakeholders, cooperation and coordination of risk assessors and risk managers have a significant impact in order to improve and implement FSRC.
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Affiliation(s)
| | - Zahra Esfandiari
- Corresponding author. Hezar Jarib St, School of Nutrition and Food Science, Isfahan University of Medical Sciences, Isfahan, Iran.
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50
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Lin DY, Yu CY, Ku CA, Chung CK. Design, Fabrication, and Applications of SERS Substrates for Food Safety Detection: Review. MICROMACHINES 2023; 14:1343. [PMID: 37512654 PMCID: PMC10385374 DOI: 10.3390/mi14071343] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 06/25/2023] [Accepted: 06/28/2023] [Indexed: 07/30/2023]
Abstract
Sustainable and safe food is an important issue worldwide, and it depends on cost-effective analysis tools with good sensitivity and reality. However, traditional standard chemical methods of food safety detection, such as high-performance liquid chromatography (HPLC), gas chromatography (GC), and tandem mass spectrometry (MS), have the disadvantages of high cost and long testing time. Those disadvantages have prevented people from obtaining sufficient risk information to confirm the safety of their products. In addition, food safety testing, such as the bioassay method, often results in false positives or false negatives due to little rigor preprocessing of samples. So far, food safety analysis currently relies on the enzyme-linked immunosorbent assay (ELISA), polymerase chain reaction (PCR), HPLC, GC, UV-visible spectrophotometry, and MS, all of which require significant time to train qualified food safety testing laboratory operators. These factors have hindered the development of rapid food safety monitoring systems, especially in remote areas or areas with a relative lack of testing resources. Surface-enhanced Raman spectroscopy (SERS) has emerged as one of the tools of choice for food safety testing that can overcome these dilemmas over the past decades. SERS offers advantages over chromatographic mass spectrometry analysis due to its portability, non-destructive nature, and lower cost implications. However, as it currently stands, Raman spectroscopy is a supplemental tool in chemical analysis, reinforcing and enhancing the completeness and coverage of the food safety analysis system. SERS combines portability with non-destructive and cheaper detection costs to gain an advantage over chromatographic mass spectrometry analysis. SERS has encountered many challenges in moving toward regulatory applications in food safety, such as quantitative accuracy, poor reproducibility, and instability of large molecule detection. As a result, the reality of SERS, as a screening tool for regulatory announcements worldwide, is still uncommon. In this review article, we have compiled the current designs and fabrications of SERS substrates for food safety detection to unify all the requirements and the opportunities to overcome these challenges. This review is expected to improve the interest in the sensing field of SERS and facilitate the SERS applications in food safety detection in the future.
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Affiliation(s)
- Ding-Yan Lin
- Department of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan
| | - Chung-Yu Yu
- Department of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan
| | - Chin-An Ku
- Department of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan
| | - Chen-Kuei Chung
- Department of Mechanical Engineering, National Cheng Kung University, Tainan 701, Taiwan
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