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Giannioti Z, Suman M, Roncone A, Rollo E, Tonidandel L, Barbero A, Catellani D, Larcher R, Bontempo L. Isotopic, mycotoxin, and pesticide analysis for organic authentication along the production chain of wheat-derived products. Food Chem 2024; 452:139519. [PMID: 38728888 DOI: 10.1016/j.foodchem.2024.139519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/08/2024] [Accepted: 04/28/2024] [Indexed: 05/12/2024]
Abstract
Wheat-based products are staples in diets worldwide. Organic food frauds continuously threaten consumer trust in the agri-food system. A multi-method approach was conducted for the organic authentication and safety assessment of pasta and bakery products along their production chain. Bulk and Compound-Specific (CS) Isotope Ratio Mass Spectrometry (IRMS) suggested the δ15Nbulk, δ15Nleucine and δ15Nproline as promising organic markers, with CS able to distinguish between pairs which bulk analysis could not. Processing significantly affected the values of δ15Nleucine, δ13Cproline and δ13Cleucine. Multi-mycotoxin analysis (HT-2, T-2, DON, ZEN, OTA, AFB1) revealed higher contamination in conventional than organic samples, while both milling and baking significantly reduced mycotoxin content. Lastly, from the evaluation of 400 residues, isopyrazam was present at the highest concentration (0.12 mg/kg) in conventional wheat, exhibiting a 0.12 Processing Factor (PF), while tebuconazole levels remained unchanged in pasta production (90 °C) and reduced below LOQ in biscuits and crackers (180-250 °C).
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Affiliation(s)
- Zoe Giannioti
- Fondazione Edmund Mach, Via E. Mach 1, 38098 San Michele all'Adige, TN, Italy; Centre for Agriculture, Food and Environment (C3A), University of Trento and Fondazione Edmund Mach Via E. Mach 1, 38098 San Michele all'Adige, TN, Italy
| | - Michele Suman
- Advanced Laboratory Research, Barilla G. e R. Fratelli S.P.A., Parma, Italy; Department for Sustainable Food Process, Catholic University Sacred Heart, Piacenza, Italy
| | - Alberto Roncone
- Fondazione Edmund Mach, Via E. Mach 1, 38098 San Michele all'Adige, TN, Italy
| | - Eleonora Rollo
- Advanced Laboratory Research, Barilla G. e R. Fratelli S.P.A., Parma, Italy; Department for Sustainable Food and Drug, University of Parma, Parco Area delle Scienze, 95/A-43124 Parma, Italy
| | - Loris Tonidandel
- Fondazione Edmund Mach, Via E. Mach 1, 38098 San Michele all'Adige, TN, Italy
| | - Alice Barbero
- Fondazione Edmund Mach, Via E. Mach 1, 38098 San Michele all'Adige, TN, Italy
| | - Dante Catellani
- Advanced Laboratory Research, Barilla G. e R. Fratelli S.P.A., Parma, Italy
| | - Roberto Larcher
- Fondazione Edmund Mach, Via E. Mach 1, 38098 San Michele all'Adige, TN, Italy
| | - Luana Bontempo
- Fondazione Edmund Mach, Via E. Mach 1, 38098 San Michele all'Adige, TN, Italy.
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2
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Carullo G, Borghini F, Fusi F, Saponara S, Fontana A, Pozzetti L, Fedeli R, Panti A, Gorelli B, Aquino G, Basilicata MG, Pepe G, Campiglia P, Biagiotti S, Gemma S, Butini S, Pianezze S, Loppi S, Cavaglioni A, Perini M, Campiani G. Traceability and authentication in agri-food production: A multivariate approach to the characterization ofthe Italian food excellence elephant garlic (Allium ampeloprasum L.), a vasoactive nutraceutical. Food Chem 2024; 444:138684. [PMID: 38359701 DOI: 10.1016/j.foodchem.2024.138684] [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: 10/13/2023] [Revised: 02/01/2024] [Accepted: 02/04/2024] [Indexed: 02/17/2024]
Abstract
A research platform for food authentication was set up by combining stable isotope ratio analysis, metabolomics by gas and liquid mass-spectrometry and NMR investigations, chemometric analyses for food excellences. This multi-analytical approach was tested on samples of elephant garlic (Allium ampeloprasum L.), a species belonging to the same genus of common garlic (Allium ampeloprasum L.), mainly produced in southern Tuscany-(Allium ampeloprasum). The isotopic composition allowed the product to be geographically characterized. Flavonoids, like (+)-catechin, cinnamic acids, quercetin glycosides were identified. The samples showed also a significant amount of dipeptides, sulphur-containing metabolites and glutathione, the latter of which could be considered a molecular marker of the analyzed elephant garlic. For nutraceutical profiling to reach quality labels, extracts were investigated in specific biological assays, displaying interesting vasorelaxant properties in rat aorta by mediating nitric oxide release from the endothelium and exhibited positive inotropic and negative chronotropic effects in rat perfused heart.
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Affiliation(s)
- Gabriele Carullo
- Department of Biotechnologies, Chemistry and Pharmacy, University of Siena, 53100 Siena, Italy; BioAgryLab, University of Siena, 53100 Siena, Italy.
| | - Francesca Borghini
- ISVEA Srl, Istituto per lo Sviluppo Viticolo Enologico e Agroindustriale, 53036 Poggibonsi(SI), Italy.
| | - Fabio Fusi
- Department of Biotechnologies, Chemistry and Pharmacy, University of Siena, 53100 Siena, Italy.
| | - Simona Saponara
- Department of Life Sciences, University of Siena, 53100 Siena, Italy.
| | - Anna Fontana
- Department of Biotechnologies, Chemistry and Pharmacy, University of Siena, 53100 Siena, Italy.
| | - Luca Pozzetti
- Department of Biotechnologies, Chemistry and Pharmacy, University of Siena, 53100 Siena, Italy.
| | - Riccardo Fedeli
- BioAgryLab, University of Siena, 53100 Siena, Italy; Department of Life Sciences, University of Siena, 53100 Siena, Italy.
| | - Alice Panti
- Department of Life Sciences, University of Siena, 53100 Siena, Italy.
| | - Beatrice Gorelli
- Department of Life Sciences, University of Siena, 53100 Siena, Italy.
| | - Giovanna Aquino
- Department of Pharmacy, University of Salerno, 84084 Fisciano, SA, Italy; PhD Program in Drug Discovery and Development, University of Salerno, Fisciano, SA, Italy.
| | | | - Giacomo Pepe
- Department of Pharmacy, University of Salerno, 84084 Fisciano, SA, Italy; NBFC, National Biodiversity Future Center, Palermo 90133, Italy.
| | - Pietro Campiglia
- Department of Pharmacy, University of Salerno, 84084 Fisciano, SA, Italy.
| | - Stefano Biagiotti
- Telematic University Pegaso, Piazza Trieste e Trento, 48 -80132 Napoli, Italy.
| | - Sandra Gemma
- Department of Biotechnologies, Chemistry and Pharmacy, University of Siena, 53100 Siena, Italy; BioAgryLab, University of Siena, 53100 Siena, Italy.
| | - Stefania Butini
- Department of Biotechnologies, Chemistry and Pharmacy, University of Siena, 53100 Siena, Italy; BioAgryLab, University of Siena, 53100 Siena, Italy.
| | - Silvia Pianezze
- Experimental and Technological Services Department, Fondazione Edmund Mach, 38098 San Michele all'Adige (TN), Italy.
| | - Stefano Loppi
- BioAgryLab, University of Siena, 53100 Siena, Italy; Department of Life Sciences, University of Siena, 53100 Siena, Italy.
| | - Alessandro Cavaglioni
- ISVEA Srl, Istituto per lo Sviluppo Viticolo Enologico e Agroindustriale, 53036 Poggibonsi(SI), Italy.
| | - Matteo Perini
- Experimental and Technological Services Department, Fondazione Edmund Mach, 38098 San Michele all'Adige (TN), Italy.
| | - Giuseppe Campiani
- Department of Biotechnologies, Chemistry and Pharmacy, University of Siena, 53100 Siena, Italy; BioAgryLab, University of Siena, 53100 Siena, Italy; Bioinformatics Research Center, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan 81746-7346, Iran.
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3
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Pianezze S, Paolini M, D'Archivio AA, Perini M. Gas chromatography-stable isotope ratio mass spectrometry prior solid phase microextraction and gas chromatography-tandem mass spectrometry: development and optimization of analytical methods to analyse garlic ( Allium sativum L.) volatile fraction. Heliyon 2024; 10:e30248. [PMID: 38726102 PMCID: PMC11078878 DOI: 10.1016/j.heliyon.2024.e30248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 04/15/2024] [Accepted: 04/23/2024] [Indexed: 05/12/2024] Open
Abstract
Garlic (Allium sativum L.) is not only appreciated for its flavour and taste, but it is also recognized for various health properties. The European Commission, through the attribution of the Protected Designation of Origin (PDO) certification mark, has officially recognized some specific varieties of garlic. To protect not only the commercial value but also the reputation of this appreciated product, effective tools are therefore required. For the first time, a new compound specific isotope analysis method based on carbon stable isotopic ratio measurement of the three major volatile garlic compounds allyl alcohol (AA), diallyl disulphide (DD) and diallyl trisulphide (DT) through head-space solid phase microextraction (HS-SPME) followed by gas chromatography-combustion-isotope ratio mass spectrometry (GC-C-IRMS) was developed. A within-day standard deviation (Srwithin-day) of 0.3 ‰, 0.4 ‰ and 0.2 ‰ for δ(13C) and a between-day standard deviation (Srbetween-day) of 0.8 ‰, 1.0 ‰ and 0.6 ‰ of AA, DT and DD was estimated. For the first time, the ranges of isotopic variability for the three volatile compounds of red garlic from two neighbouring Italian regions (Abruzzo and Lazio) were defined analysing 30 samples. The same dataset was also considered in analysing the percentage composition of the previously mentioned three volatile compounds through HS-SPME followed by gas chromatography-tandem mass spectrometry (GC-MS/MS). The two analytical approaches were combined in this explorative study, aiming to provide potential parameters to discriminate garlic samples based on their geographical origin.
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Affiliation(s)
- Silvia Pianezze
- Centro Trasferimento Tecnologico, Fondazione Edmund Mach, Via E. Mach n.2, 38098, San Michele all’Adige, TN, Italy
| | - Mauro Paolini
- Centro Trasferimento Tecnologico, Fondazione Edmund Mach, Via E. Mach n.2, 38098, San Michele all’Adige, TN, Italy
| | - Angelo Antonio D'Archivio
- Dipartimento di Scienze Fisiche e Chimiche, Università degli Studi dell’Aquila, Via Vetoio, 67100, Coppito, L'Aquila, Italy
| | - Matteo Perini
- Centro Trasferimento Tecnologico, Fondazione Edmund Mach, Via E. Mach n.2, 38098, San Michele all’Adige, TN, Italy
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Zhong D, Kang L, Liu J, Li X, Zhou L, Huang L, Qiu Z. Development of sequential online extraction electrospray ionization mass spectrometry for accurate authentication of highly-similar Atractylodis Macrocephalae. Food Res Int 2024; 175:113681. [PMID: 38129026 DOI: 10.1016/j.foodres.2023.113681] [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: 09/04/2023] [Revised: 10/27/2023] [Accepted: 11/03/2023] [Indexed: 12/23/2023]
Abstract
The accurate and rapid authentication techniques and strategies for highly-similar foods are still lacking. Herein, a novel sequential online extraction electrospray ionization mass spectrometry (S-oEESI-MS) was developed to achieve spatio-temporally resolved ionization and comprehensive characterization of complex foods with multi-components (high, medium, and low polarity substances). Meanwhile, a characteristic marker screening method and an integrated research strategy based on MS fingerprinting, characteristic marker and chemometrics modeling were established, which are especially suitable for the accurate and rapid authentication of highly-similar foods that are difficult to be authenticated by traditional techniques (e.g., LC-MS). Thirty-two batches of highly-similar Atractylodis macrocephalae rhizome from four different origins were used as model samples. As a result, S-oEESI-MS enabled a more comprehensive MS characterization of substance profiles in complex plant samples in 1.0 min. Further, 22 characteristic markers of Atractylodis macrocephalae were ingeniously screened out and combined with multivariate statistical analysis model, the accurate authentication of highly-similar Atractylodis macrocephalae was realized. This study presents a comprehensive strategy for accurate authentication and origin analysis of highly-similar foods, which has potentially significant applications for ensuring food quality and safety.
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Affiliation(s)
- Dacai Zhong
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, National Resource Centre for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, PR China; Jiangxi Key Laboratory for Mass Spectrometry and Instrumentation, College of Chemistry, Biology and Material Sciences, East China Institute of Technology, Nanchang 330013, PR China
| | - Liping Kang
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, National Resource Centre for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, PR China
| | - Juan Liu
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, National Resource Centre for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, PR China
| | - Xiang Li
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, National Resource Centre for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, PR China
| | - Li Zhou
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, National Resource Centre for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, PR China
| | - Luqi Huang
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, National Resource Centre for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, PR China.
| | - Zidong Qiu
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, National Resource Centre for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, PR China.
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Zhou X, Xiong B, Ma X, Jin B, Xie L, Rogers KM, Zhang H, Wu H. Towards Verifying the Imported Soybeans of China Using Stable Isotope and Elemental Analysis Coupled with Chemometrics. Foods 2023; 12:4227. [PMID: 38231675 DOI: 10.3390/foods12234227] [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: 10/20/2023] [Revised: 11/16/2023] [Accepted: 11/17/2023] [Indexed: 01/19/2024] Open
Abstract
Verifying the geographical origin of soybeans (Glycine max [Linn.] Merr.) is a major challenge as there is little available information regarding non-parametric statistical origin approaches for Chinese domestic and imported soybeans. Commercially procured soybean samples from China (n = 33) and soybeans imported from Brazil (n = 90), the United States of America (n = 6), and Argentina (n = 27) were collected to characterize different producing origins using stable isotopes (δ2H, δ18O, δ15N, δ13C, and δ34S), non-metallic element content (% N, % C, and % S), and 23 mineral elements. Chemometric techniques such as principal component analysis (PCA), linear discriminant analysis (LDA), and BP-artificial neural network (BP-ANN) were applied to classify each origin profile. The feasibility of stable isotopes and elemental analysis combined with chemometrics as a discrimination tool to determine the geographical origin of soybeans was evaluated, and origin traceability models were developed. A PCA model indicated that origin discriminant separation was possible between the four soybean origins. Soybean mineral element content was found to be more indicative of origin than stable isotopes or non-metallic element contents. A comparison of two chemometric discriminant models, LDA and BP-ANN, showed both achieved an overall accuracy of 100% for testing and training sets when using a combined isotope and elemental approach. Our findings elucidate the importance of a combined approach in developing a reliable origin labeling method for domestic and imported soybeans in China.
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Affiliation(s)
- Xiuwen Zhou
- Department of Ocean Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China
| | - Beibei Xiong
- Food Inspection and Quarantine Center, Shenzhen Customs, Shenzhen 518033, China
| | - Xiao Ma
- Department of Chromatography and Mass Spectrometry, Thermo Fisher Scientific (China) Co., Ltd., Shanghai 201206, China
| | - Baohui Jin
- Food Inspection and Quarantine Center, Shenzhen Customs, Shenzhen 518033, China
| | - Liqi Xie
- Food Inspection and Quarantine Center, Shenzhen Customs, Shenzhen 518033, China
| | - Karyne M Rogers
- National Isotope Centre, GNS Science, Lower Hutt 5040, New Zealand
| | - Hui Zhang
- Comprehensive Technology Centre, Zhangjiagang Customs, Suzhou 215000, China
| | - Hao Wu
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China
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Oliveira M, Azevedo L, Ballard D, Branicki W, Amorim A. Using plants in forensics: State-of-the-art and prospects. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2023; 336:111860. [PMID: 37683985 DOI: 10.1016/j.plantsci.2023.111860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Revised: 08/30/2023] [Accepted: 09/01/2023] [Indexed: 09/10/2023]
Abstract
The increasing use of plant evidence in forensic investigations gave rise to a powerful new discipline - Forensic Botany - that analyses micro- or macroscopic plant materials, such as the totality or fragments of an organ (i.e., leaves, stems, seeds, fruits, roots) and tissue (i.e., pollen grains, spores, fibers, cork) or its chemical composition (i. e., secondary metabolites, isotopes, DNA, starch grains). Forensic botanists frequently use microscopy, chemical analysis, and botanical expertise to identify and interpret evidence crucial to solving civil and criminal issues, collaborating in enforcing laws or regulations, and ensuring public health safeguards. The present work comprehensively examines the current state and future potential of Forensic Botany. The first section conveys the critical steps of plant evidence collection, documentation, and preservation, emphasizing the importance of these initial steps in maintaining the integrity of the items. It explores the different molecular analyses, covering the identification of plant species and varieties or cultivars, and discusses the limitations and challenges of these techniques in forensics. The subsequent section covers the diversity of Forensic Botany approaches, examining how plant evidence exposes food and pharmaceutical frauds, uncovers insufficient or erroneous labeling, traces illegal drug trafficking routes, and combats the illegal collection or trade of protected species and derivatives. National and global security issues, including the implications of biological warfare, bioterrorism, and biocrime are addressed, and a review of the contributions of plant evidence in crime scene investigations is provided, synthesizing a comprehensive overview of the diverse facets of Forensic Botany.
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Affiliation(s)
- Manuela Oliveira
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal; Ipatimup - Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal.
| | - Luísa Azevedo
- UMIB - Unit for Multidisciplinary Research in Biomedicine, ICBAS - School of Medicine and Biomedical Sciences, University of Porto, Porto, Portugal; ITR - Laboratory for Integrative and Translational Research in Population Health, Porto, Portugal
| | - David Ballard
- King's Forensics, King's College London, London, United Kingdom
| | - Wojciech Branicki
- Institute of Zoology and Biomedical Research, Jagiellonian University, Kraków, Poland; Institute of Forensic Research, Kraków, Poland
| | - Antonio Amorim
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal; Ipatimup - Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; FCUP - Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, Porto, Portugal
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7
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Okolo CA, Kilcawley KN, O'Connor C. Recent advances in whiskey analysis for authentication, discrimination, and quality control. Compr Rev Food Sci Food Saf 2023; 22:4957-4992. [PMID: 37823807 DOI: 10.1111/1541-4337.13249] [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: 03/23/2023] [Revised: 08/29/2023] [Accepted: 09/12/2023] [Indexed: 10/13/2023]
Abstract
In order to safeguard authentic whiskey products from fraudulent or counterfeit practices, high throughput solutions that provide robust, rapid, and reliable solutions are required. The implementation of some analytical strategies is quite challenging or costly in routine analysis. Qualitative screening of whiskey products has been explored, but due to the nonspecificity of the chemical compounds, a more quantitative confirmatory technique is required to validate the result of the whiskey analysis. Hence, combining analytical and chemometric methods has been fundamental in whiskey sample differentiation and classification. A comprehensive update on the most relevant and current analytical techniques, including spectroscopic, chromatographic, and novel technologies employed within the last 5 years in whiskey analysis for authentication, discrimination, and quality control, are presented. Furthermore, the technical challenges in employing these analytical techniques, future trends, and perspectives are emphasized.
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Affiliation(s)
- Chioke A Okolo
- FOCAS Research Institute, Technological University Dublin, Dublin, Ireland
- School of Food Science & Environmental Health, Technological University Dublin, Dublin, Ireland
| | - Kieran N Kilcawley
- Food Quality & Sensory Science Department, Teagasc Food Research Centre, Co Cork, Ireland
- School of Food and Nutritional Sciences, College of Science, Engineering and Food Science, University College Cork, Cork, Ireland
| | - Christine O'Connor
- School of Food Science & Environmental Health, Technological University Dublin, Dublin, Ireland
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Qi F, Liu X, Deng Z, Lu Y, Chen Y, Geng H, Zhang Q, Rao Q, Song W. Effects of Thiamethoxam and Fenvalerate Residue Levels on Light-Stable Isotopes of Leafy Vegetables. Foods 2023; 12:2655. [PMID: 37509747 PMCID: PMC10378639 DOI: 10.3390/foods12142655] [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: 05/31/2023] [Revised: 07/04/2023] [Accepted: 07/06/2023] [Indexed: 07/30/2023] Open
Abstract
Accurate identification of the rational and standardized use of pesticides is important for the sustainable development of agriculture while maintaining a high quality. The insecticides thiamethoxam and fenvalerate and the vegetables spinach, cabbage, and lettuce were used here as study objects. Descriptive analysis and primary reaction kinetic equations were used to analyze the changes in metabolic residues of the two insecticides after different numbers of application in three vegetables. The effects of pesticide residue levels on the δ13C, δ15N, δ2H, and δ18O values of vegetables were analyzed by one-way analysis of variance and correlation analysis. Partial least squares discriminant analysis (PLS-DA) was applied to build discrimination models of the vegetables with different pesticide residues based on stable isotopes. The results showed that the first degradation residues of thiamethoxam and fenvalerate in spinach, cabbage, and lettuce conformed to primary reaction kinetic equations, but the degradation half-lives were long, and accumulation occurred in the second application. The differences in the four stable isotope ratios in the control group of the three vegetables were statistically significant, and two-thirds of the stable isotope ratios in the three vegetables with different numbers of pesticide applications were significantly different. The δ13C and δ15N values of spinach, the δ13C, δ15N, and δ2H values of cabbage, and the δ13C, δ15N, δ2H, and δ18O values of lettuce were significantly correlated with different residues of thiamethoxam and/or fenvalerate applications. The control groups of the three vegetables, spinach-thiamethoxam-first, spinach-thiamethoxam-second, cabbage-thiamethoxam-second, cabbage-fenvalerate-first, and lettuce-thiamethoxam-first, were fully identified by PLS-DA models, while the identification models of other vegetables containing pesticide residues still need to be further improved. The results provide technical support for identifying the rational use of pesticides in vegetables and provide a reference method for guaranteeing the authenticity of green and organic vegetables.
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Affiliation(s)
- Fang Qi
- Institute for Agro-Food Standards and Testing Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China
- College of Food Sciences, Shanghai Ocean University, Shanghai 201306, China
| | - Xing Liu
- Institute for Agro-Food Standards and Testing Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China
- Shanghai Service Platform of Agro-Products Quality and Safety Evaluation Technology, Shanghai 201403, China
| | - Zhongsheng Deng
- Institute for Agro-Food Standards and Testing Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China
- Shanghai Service Platform of Agro-Products Quality and Safety Evaluation Technology, Shanghai 201403, China
| | - Yangyang Lu
- Institute for Agro-Food Standards and Testing Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China
- Shanghai Service Platform of Agro-Products Quality and Safety Evaluation Technology, Shanghai 201403, China
| | - Yijiao Chen
- Institute for Agro-Food Standards and Testing Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China
- Shanghai Service Platform of Agro-Products Quality and Safety Evaluation Technology, Shanghai 201403, China
| | - Hao Geng
- Institute for Agro-Food Standards and Testing Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China
- Shanghai Service Platform of Agro-Products Quality and Safety Evaluation Technology, Shanghai 201403, China
| | - Qicai Zhang
- Institute for Agro-Food Standards and Testing Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China
- Shanghai Service Platform of Agro-Products Quality and Safety Evaluation Technology, Shanghai 201403, China
| | - Qinxiong Rao
- Institute for Agro-Food Standards and Testing Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China
- Shanghai Service Platform of Agro-Products Quality and Safety Evaluation Technology, Shanghai 201403, China
| | - Weiguo Song
- Institute for Agro-Food Standards and Testing Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China
- Shanghai Service Platform of Agro-Products Quality and Safety Evaluation Technology, Shanghai 201403, China
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