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Mottola A, Intermite C, Piredda R, Lorusso L, Ranieri L, Carpino S, Celano GV, Di Pinto A. DNA Metabarcoding Approach as a Potential Tool for Supporting Official Food Control Programs: A Case Study. Foods 2024; 13:2941. [PMID: 39335870 PMCID: PMC11430886 DOI: 10.3390/foods13182941] [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: 07/30/2024] [Revised: 09/14/2024] [Accepted: 09/16/2024] [Indexed: 09/30/2024] Open
Abstract
Food authentication significantly impacts consumer health and the credibility of Food Business Operators (FBOs). As European regulations mandate the verification of food authenticity and supply chain integrity, competent authorities require access to innovative analytical methods to identify and prevent food fraud. This study utilizes the DNA metabarcoding approach on meat preparations, sampled during an official control activity. It assesses animal and plant composition by amplifying DNA fragments of the 12S rRNA and trnL (UAA) genes, respectively. The results not only confirmed the declared species but also revealed undeclared and unexpected taxa in products labelled as containing a single animal species and various unspecified plant species. Notable findings such as the presence of Murinae, Sus scrofa, Ovis aries, and Pisum sativum could raise public health concerns, compromise consumer choices made for ethical or religious reasons, and reflect the hygienic conditions of the processing plant. This study demonstrates that the DNA metabarcoding approach looks to be a promising support tool for official control authorities to ensure food authenticity and safety, and to develop risk profiles along the supply chain.
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Affiliation(s)
- Anna Mottola
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, Valenzano, 70010 Bari, Italy; (A.M.); (C.I.); (R.P.); (L.R.); (G.V.C.); (A.D.P.)
| | - Chiara Intermite
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, Valenzano, 70010 Bari, Italy; (A.M.); (C.I.); (R.P.); (L.R.); (G.V.C.); (A.D.P.)
| | - Roberta Piredda
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, Valenzano, 70010 Bari, Italy; (A.M.); (C.I.); (R.P.); (L.R.); (G.V.C.); (A.D.P.)
| | - Lucilia Lorusso
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, Valenzano, 70010 Bari, Italy; (A.M.); (C.I.); (R.P.); (L.R.); (G.V.C.); (A.D.P.)
| | - Lucia Ranieri
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, Valenzano, 70010 Bari, Italy; (A.M.); (C.I.); (R.P.); (L.R.); (G.V.C.); (A.D.P.)
| | - Stefania Carpino
- Department of Central Inspectorate for Fraud Repression and Quality Protection of the Agri-Food Products and Foodstuffs, Ministry of Agriculture, Food Sovereignty and Forests (ICQRF-MASAF), Via Quintino Sella 42, 00187 Rome, Italy;
| | - Gaetano Vitale Celano
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, Valenzano, 70010 Bari, Italy; (A.M.); (C.I.); (R.P.); (L.R.); (G.V.C.); (A.D.P.)
| | - Angela Di Pinto
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, Valenzano, 70010 Bari, Italy; (A.M.); (C.I.); (R.P.); (L.R.); (G.V.C.); (A.D.P.)
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2
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Mottola A, Piredda R, Lorusso L, Ranieri L, Intermite C, Barresi C, Galli C, Di Pinto A. Decoding Seafood: Multi-Marker Metabarcoding for Authenticating Processed Seafood. Foods 2024; 13:2382. [PMID: 39123573 PMCID: PMC11311639 DOI: 10.3390/foods13152382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 07/22/2024] [Accepted: 07/25/2024] [Indexed: 08/12/2024] Open
Abstract
Given the recognized nutritional value of fish and shifting consumer lifestyles, processed seafood has become increasingly prevalent, comprising a significant portion of global food production. Although current European Union labeling regulations do not require species declaration for these products, food business operators often voluntarily provide this information on ingredient lists. Next Generation Sequencing (NGS) approaches are currently the most effective methods for verifying the accuracy of species declarations on processed seafood labels. This study examined the species composition of 20 processed seafood products, each labeled as containing a single species, using two DNA metabarcoding markers targeting the mitochondrial cytochrome c oxidase I (COI) and 16S rRNA genes. The combined use of these markers revealed that the majority of the products contained multiple species. Furthermore, two products were found to be mislabeled, as the declared species were not detected. These findings underscore that NGS is a robust technique that could be adopted to support routine food industry activities and official control programs, thereby enhancing the 'From Boat to Plate' strategy and combating fraudulent practices in the complex fisheries supply chain.
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Affiliation(s)
- Anna Mottola
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, 70010 Valenzano, Italy; (A.M.); (R.P.); (L.R.); (C.I.); (A.D.P.)
| | - Roberta Piredda
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, 70010 Valenzano, Italy; (A.M.); (R.P.); (L.R.); (C.I.); (A.D.P.)
| | - Lucilia Lorusso
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, 70010 Valenzano, Italy; (A.M.); (R.P.); (L.R.); (C.I.); (A.D.P.)
| | - Lucia Ranieri
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, 70010 Valenzano, Italy; (A.M.); (R.P.); (L.R.); (C.I.); (A.D.P.)
| | - Chiara Intermite
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, 70010 Valenzano, Italy; (A.M.); (R.P.); (L.R.); (C.I.); (A.D.P.)
| | - Concettina Barresi
- Laboratory of Modena, Department of Central Inspectorate for Fraud Repression and Quality Protection of the Agri-Food Products and Foodstuffs, Ministry of Agriculture, Food Sovereignty and Forests (ICQRF-MASAF), Via Domenico Cucchiari, 12, 41124 Modena, Italy;
| | - Carmela Galli
- Laboratory of Salerno, Department of Central Inspectorate for Fraud Repression and Quality Protection of the Agri-Food Products and Foodstuffs, Ministry of Agriculture, Food Sovereignty and Forests (ICQRF-MASAF), Via Frà Giacomo Acquaviva n. 1, 84135 Salerno, Italy;
| | - Angela Di Pinto
- Department of Veterinary Medicine, University of Bari Aldo Moro, Prov. le Casamassima 62, Km 3, 70010 Valenzano, Italy; (A.M.); (R.P.); (L.R.); (C.I.); (A.D.P.)
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3
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Singh M, Young RG, Hellberg RS, Hanner RH, Corradini MG, Farber JM. Twenty-three years of PCR-based seafood authentication assay development: What have we learned? Compr Rev Food Sci Food Saf 2024; 23:e13401. [PMID: 39073284 DOI: 10.1111/1541-4337.13401] [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: 03/13/2024] [Revised: 05/27/2024] [Accepted: 06/14/2024] [Indexed: 07/30/2024]
Abstract
Seafood is a prime target for fraudulent activities due to the complexity of its supply chain, high demand, and difficult discrimination among species once morphological characteristics are removed. Instances of seafood fraud are expected to increase due to growing demand. This manuscript reviews the application of DNA-based methods for commercial fish authentication and identification from 2000 to 2023. It explores (1) the most common types of commercial fish used in assay development, (2) the type of method used, (3) the gene region most often targeted, (4) provides a case study of currently published assays or primer-probe pairs used for DNA amplification, for specificity, and (5) makes recommendations for ensuring standardized assay-based reporting for future studies. A total of 313 original assays for the detection and authentication of commercial fish species from 191 primary articles published over the last 23 years were examined. The most explored DNA-based method was real-time polymerase chain reaction (qPCR), followed by DNA sequencing. The most targeted gene regions were cytb (cytochrome b) and COI (cytochrome c oxidase 1). Tuna was the most targeted commercial fish species. A case study of published tuna assays (n = 19) targeting the cytb region found that most assays were not species-specific through in silico testing. This was conducted by examining the primer mismatch for each assay using multiple sequence alignment. Therefore, there is need for more standardized DNA-based assay reporting in the literature to ensure specificity, reproducibility, and reliability of results. Factors, such as cost, sensitivity, quality of the DNA, and species, should be considered when designing assays.
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Affiliation(s)
- Maleeka Singh
- Department of Food Science, University of Guelph, Guelph, Ontario, Canada
| | - Robert G Young
- Biodiversity Institute of Ontario, Centre for Biodiversity Genomics, Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada
| | - Rosalee S Hellberg
- Schmid College of Science and Technology, Food Science Program, Chapman University, Orange, California, USA
| | - Robert H Hanner
- Biodiversity Institute of Ontario, Centre for Biodiversity Genomics, Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada
| | - Maria G Corradini
- Department of Food Science, University of Guelph, Guelph, Ontario, Canada
- Arrell Food Institute, University of Guelph, Guelph, Ontario, Canada
| | - Jeffrey M Farber
- Canadian Research Institute for Food Safety, University of Guelph, Guelph, Ontario, Canada
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Giusti A, Malloggi C, Magagna G, Filipello V, Armani A. Is the metabarcoding ripe enough to be applied to the authentication of foodstuff of animal origin? A systematic review. Compr Rev Food Sci Food Saf 2024; 23:e13256. [PMID: 38284609 DOI: 10.1111/1541-4337.13256] [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: 07/04/2023] [Revised: 09/25/2023] [Accepted: 10/02/2023] [Indexed: 01/30/2024]
Abstract
Food authentication using molecular techniques is of great importance to fight food fraud. Metabarcoding, based on the next-generation sequencing (NGS) technologies, allowing large-scale taxonomic identification of complex samples via massive parallel sequencing of fragments (called DNA barcodes) simultaneously, has become increasingly popular in many scientific fields. A systematic review to answer the question "Is the metabarcoding ripe enough to be applied to the authentication of foodstuff of animal origin?" is presented. The inclusion criteria were focused on the selection of scientific papers (SPs) only applying metabarcoding to foodstuff of animal origin collected on the market. The 23 included SPs were first analyzed with respect to the metabarcoding phases: library preparation (target genes, primer pairs, and fragment length), sequencing (NGS platforms), and final data analysis (bioinformatic pipelines). Given the importance of primer selection, the taxonomic coverage of the used primers was also evaluated. In addition, the SPs were scored based on the use of quality control measures (procedural blanks, positive controls, replicates, curated databases, and thresholds to filter the data). A lack of standardized protocols, especially with respect to the target barcode/s and the universal primer/s, and the infrequent application of the quality control measures, leads to answer that metabarcoding is not ripe enough for authenticating foodstuff of animal origin. However, the observed trend of the SP quality improvement over the years is encouraging. Concluding, a proper protocol standardization would allow a wider use of metabarcoding by both official and private laboratories, enabling this method to become the primary for the authentication of foodstuffs of animal origin.
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Affiliation(s)
- Alice Giusti
- FishLab, Department of Veterinary Sciences, University of Pisa, Pisa, Italy
| | - Chiara Malloggi
- FishLab, Department of Veterinary Sciences, University of Pisa, Pisa, Italy
| | - Giulia Magagna
- Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna "Bruno Ubertini", Brescia, Italy
| | - Virginia Filipello
- Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna "Bruno Ubertini", Brescia, Italy
| | - Andrea Armani
- FishLab, Department of Veterinary Sciences, University of Pisa, Pisa, Italy
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5
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Lievens A, Paracchini V, Garlant L, Pietretti D, Maquet A, Ulberth F. Detection and Quantification of Botanical Impurities in Commercial Oregano ( Origanum vulgare) Using Metabarcoding and Digital PCR. Foods 2023; 12:2998. [PMID: 37627997 PMCID: PMC10453138 DOI: 10.3390/foods12162998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 07/31/2023] [Accepted: 08/03/2023] [Indexed: 08/27/2023] Open
Abstract
DNA technology for food authentication is already well established, and with the advent of Next Generation Sequencing (NGS) and, more specifically, metabarcoding, compositional analysis of food at the molecular level has rapidly gained popularity. This has led to several reports in the media about the presence of foreign, non-declared species in several food commodities. As herbs and spices are attractive targets for fraudulent manipulation, a combination of digital PCR and metabarcoding by NGS was employed to check the purity of 285 oregano samples taken from the European market. By using novel primers and analytical approaches, it was possible to detect and quantify both adulterants and contaminants in these samples. The results highlight the high potential of NGS for compositional analysis, although its quantitative information (read count percentages) is unreliable, and other techniques are therefore needed to complement the sequencing information for assessing authenticity ('true to the name') of food ingredients.
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Affiliation(s)
- Antoon Lievens
- European Commission, Joint Research Centre (JRC), B-2440 Geel, Belgium
| | | | - Linda Garlant
- European Commission, Joint Research Centre (JRC), B-2440 Geel, Belgium
| | - Danilo Pietretti
- European Commission, Joint Research Centre (JRC), B-2440 Geel, Belgium
| | - Alain Maquet
- European Commission, Joint Research Centre (JRC), B-2440 Geel, Belgium
| | - Franz Ulberth
- European Commission, Joint Research Centre (JRC), B-2440 Geel, Belgium
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Filonzi L, Ardenghi A, Rontani PM, Voccia A, Ferrari C, Papa R, Bellin N, Nonnis Marzano F. Molecular Barcoding: A Tool to Guarantee Correct Seafood Labelling and Quality and Preserve the Conservation of Endangered Species. Foods 2023; 12:2420. [PMID: 37372635 DOI: 10.3390/foods12122420] [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: 05/04/2023] [Revised: 06/14/2023] [Accepted: 06/16/2023] [Indexed: 06/29/2023] Open
Abstract
The recent increase in international fish trade leads to the need for improving the traceability of fishery products. In relation to this, consistent monitoring of the production chain focusing on technological developments, handling, processing and distribution via global networks is necessary. Molecular barcoding has therefore been suggested as the gold standard in seafood species traceability and labelling. This review describes the DNA barcoding methodology for preventing food fraud and adulteration in fish. In particular, attention has been focused on the application of molecular techniques to determine the identity and authenticity of fish products, to discriminate the presence of different species in processed seafood and to characterize raw materials undergoing food industry processes. In this regard, we herein present a large number of studies performed in different countries, showing the most reliable DNA barcodes for species identification based on both mitochondrial (COI, cytb, 16S rDNA and 12S rDNA) and nuclear genes. Results are discussed considering the advantages and disadvantages of the different techniques in relation to different scientific issues. Special regard has been dedicated to a dual approach referring to both the consumer's health and the conservation of threatened species, with a special focus on the feasibility of the different genetic and genomic approaches in relation to both scientific objectives and permissible costs to obtain reliable traceability.
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Affiliation(s)
- Laura Filonzi
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy
| | - Alessia Ardenghi
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy
| | - Pietro Maria Rontani
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy
| | - Andrea Voccia
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy
| | - Claudio Ferrari
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy
| | - Riccardo Papa
- Department Biology, University of Puerto Rico, Rio Piedras, San Juan 00925, Puerto Rico
| | - Nicolò Bellin
- Department Biology, University of Puerto Rico, Rio Piedras, San Juan 00925, Puerto Rico
| | - Francesco Nonnis Marzano
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, 43124 Parma, Italy
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7
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Identification of Fish Species and Targeted Genetic Modifications Based on DNA Analysis: State of the Art. Foods 2023; 12:foods12010228. [PMID: 36613444 PMCID: PMC9818732 DOI: 10.3390/foods12010228] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 12/22/2022] [Accepted: 12/30/2022] [Indexed: 01/05/2023] Open
Abstract
Food adulteration is one of the most serious problems regarding food safety and quality worldwide. Besides misleading consumers, it poses a considerable health risk associated with the potential non-labeled allergen content. Fish and fish products are one of the most expensive and widely traded commodities, which predisposes them to being adulterated. Among all fraud types, replacing high-quality or rare fish with a less valuable species predominates. Because fish differ in their allergen content, specifically the main one, parvalbumin, their replacement can endanger consumers. This underlines the need for reliable, robust control systems for fish species identification. Various methods may be used for the aforementioned purpose. DNA-based methods are favored due to the characteristics of the target molecule, DNA, which is heat resistant, and the fact that through its sequencing, several other traits, including the recognition of genetic modifications, can be determined. Thus, they are considered to be powerful tools for identifying cases of food fraud. In this review, the major DNA-based methods applicable for fish meat and product authentication and their commercial applications are discussed, the possibilities of detecting genetic modifications in fish are evaluated, and future trends are highlighted, emphasizing the need for comprehensive and regularly updated online database resources.
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Ali A, Kreitlow A, Plötz M, Normanno G, Abdulmawjood A. Development of loop-mediated isothermal amplification (LAMP) assay for rapid and direct screening of yellowfin tuna (Thunnus albacares) in commercial fish products. PLoS One 2022; 17:e0275452. [PMID: 36223376 PMCID: PMC9555631 DOI: 10.1371/journal.pone.0275452] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 09/14/2022] [Indexed: 11/18/2022] Open
Abstract
Tuna is one of the most widely consumed fish on the European market, being available in various consumable options. Among them, Thunnus albacares, also called yellowfin tuna, is a delicacy and is consumed by millions of people around the world. Due to its comparatively high cost and demand, it is more vulnerable to fraud, where low-cost tuna or other fish varieties might be replaced for economic gain. In this study, a loop-mediated isothermal amplification (LAMP) assay was developed and validated for targeting the mitochondrial cytochrome b gene for fast and direct detection of Thunnus albacares, which is a valuable tuna species. The analytical specificity was confirmed using 18 target samples (Thunnus albacares) and 18 samples of non-target fish species. The analytical sensitivity of the LAMP assay was 540 fg DNA per reaction. In addition, a simple and direct swab method without time-consuming nucleic acid extraction procedures and the necessity for cost-intensive laboratory equipment was performed that allowed LAMP detection of Thunnus albacares samples within 13 minutes. Due to its high specificity and sensitivity, the LAMP assay can be used as a rapid and on-site screening method for identifying Thunnus albacares, potentially providing a valuable monitoring tool for food authenticity control by the authorities.
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Affiliation(s)
- Ashraf Ali
- Department of Sciences of Agriculture, Food, Natural Resources and Engineering (DAFNE) University of Foggia, Foggia, Italy
| | - Antonia Kreitlow
- Institute of Food Quality and Food Safety, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Madeleine Plötz
- Institute of Food Quality and Food Safety, University of Veterinary Medicine Hannover, Hannover, Germany
| | - Giovanni Normanno
- Department of Sciences of Agriculture, Food, Natural Resources and Engineering (DAFNE) University of Foggia, Foggia, Italy
| | - Amir Abdulmawjood
- Institute of Food Quality and Food Safety, University of Veterinary Medicine Hannover, Hannover, Germany
- * E-mail:
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9
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Mottola A, Piredda R, Catanese G, Giorelli F, Cagnazzo G, Ciccarese G, Dambrosio A, Quaglia NC, Di Pinto A. DNA metabarcoding for identification of species used in fish burgers. Ital J Food Saf 2022; 11:10412. [PMID: 36120526 PMCID: PMC9472284 DOI: 10.4081/ijfs.2022.10412] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 05/23/2022] [Indexed: 01/04/2023] Open
Abstract
The absence of morphological identification characters, together with the complexity of the fish supply chain make processed seafood vulnerable to cases of species substitution. Therefore, the authentication and the traceability of such products play a strategic role in ensuring quality and safety. The aim of the present study was to detect species used in the production of multi-species fish burgers and to evaluate mislabelling rates, using a DNA metabarcoding approach by sequencing a fragment of the 16S rRNA mitochondrial gene. The study highlighted the presence of 16 marine and 2 mammalian taxa with an overall mislabelling rate of 80%, including cases of species substitution, the undeclared presence of molluscs and of taxa whose use is not permitted by current Italian legislation. The presence of swine DNA as well as the inclusion of undeclared taxa potentially causing allergies raise concerns regarding consumer safety and protection regarding ethical or religious issues. Overall, the study shows that the application of DNA metabarcoding is a promising approach for successfully enforcing traceability systems targeting multi-species processed food and for supporting control activities, as a guarantee of an innovative food safety management system.
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10
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Fish intended for human consumption: from DNA barcoding to a next-generation sequencing (NGS)-based approach. Curr Opin Food Sci 2021. [DOI: 10.1016/j.cofs.2021.05.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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11
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Lievens A, Paracchini V, Pietretti D, Garlant L, Maquet A, Ulberth F. DNA Accounting: Tallying Genomes to Detect Adulterated Saffron. Foods 2021; 10:2670. [PMID: 34828951 PMCID: PMC8624925 DOI: 10.3390/foods10112670] [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: 09/21/2021] [Revised: 10/18/2021] [Accepted: 10/26/2021] [Indexed: 11/17/2022] Open
Abstract
The EU General Food Law not only aims at ensuring food safety but also to 'prevent fraudulent or deceptive practices; the adulteration of food; and any other practices which may mislead the consumer'. Especially the partial or complete, deliberate, and intentional substitution of valuable ingredients (e.g., Saffron) for less valuable ones is of concern. Due to the variety of products on the market an approach to detect food adulteration that works well for one species may not be easily applicable to another. Here we present a broadly applicable approach for the detection of substitution of biological materials based on digital PCR. By simultaneously measuring and forecasting the number of genome copies in a sample, fraud is detectable as a discrepancy between these two values. Apart from the choice of target gene, the procedure is identical across all species. It is scalable, rapid, and has a high dynamic range. We provide proof of concept by presenting the analysis of 141 samples of Saffron (Crocus sativus) from across the European market by DNA accounting and the verification of these results by NGS analysis.
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Affiliation(s)
- Antoon Lievens
- European Commission, Joint Research Centre, B-2440 Geel, Belgium; (D.P.); (L.G.); (A.M.); (F.U.)
| | | | - Danilo Pietretti
- European Commission, Joint Research Centre, B-2440 Geel, Belgium; (D.P.); (L.G.); (A.M.); (F.U.)
| | - Linda Garlant
- European Commission, Joint Research Centre, B-2440 Geel, Belgium; (D.P.); (L.G.); (A.M.); (F.U.)
| | - Alain Maquet
- European Commission, Joint Research Centre, B-2440 Geel, Belgium; (D.P.); (L.G.); (A.M.); (F.U.)
| | - Franz Ulberth
- European Commission, Joint Research Centre, B-2440 Geel, Belgium; (D.P.); (L.G.); (A.M.); (F.U.)
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12
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A Multiplex PCR Assay Combined with Capillary Electrophoresis for the Simultaneous Identification of Atlantic Cod, Pacific Cod, Blue Whiting, Haddock, and Alaska Pollock. Foods 2021; 10:foods10112631. [PMID: 34828912 PMCID: PMC8618353 DOI: 10.3390/foods10112631] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 10/22/2021] [Accepted: 10/26/2021] [Indexed: 12/28/2022] Open
Abstract
With an increased consumption of seafood products, food fraud with fish resources has been continuously reported. In particular, codfish has been exploited worldwide as a processed product in fresh, frozen, smoked, canned, or ready-to-eat dish forms. However, it is challenging to identify processed fish products after processing because of their similar morphological characteristics. Substitution and mislabeling of codfish among different species are also happening deliberately or unintentionally. Thus, it is necessary to distinguish cod species to prevent fish adulteration and food fraud. In this study, we developed a multiplex PCR for simultaneously identifying five cod species within Gadidae using capillary electrophoresis. Then, their species-specific primer sets were designed by targeting the mitochondrial cytochrome b gene. Subsequently, the amplicon sizes obtained were 237 bp, 204 bp, 164 bp, 138 bp, and 98 bp for Atlantic cod, Pacific cod, blue whiting, haddock, and Alaska pollock, respectively. The specificity of each primer was further tested using 19 fish species, and no cross-reactivity was observed. The limit of detection of this multiplex PCR assay was 1 pg. The developed multiplex PCR assay can be applied to 40 commercial food products successfully. This detection method will be efficient for managing seafood authentication by simultaneously analyzing multiple cod species.
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13
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Gonçalves DB, Santos CSP, Pinho T, Queirós R, Vaz PD, Bloore M, Satta P, Kovács Z, Casal S, Hoffmann I. Near Infrared Reflectance Spectroscopy Coupled to Chemometrics as a Cost-Effective, Rapid, and Non-Destructive Tool for Fish Fraud Control: Monitoring Source, Condition, and Nutritional Value of Five Common Whitefish Species. J AOAC Int 2021; 104:53-60. [PMID: 33619555 DOI: 10.1093/jaoacint/qsaa114] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 07/14/2020] [Accepted: 08/16/2020] [Indexed: 11/12/2022]
Abstract
Fish fraud is a problematic issue for the industry. For it to be properly addressed will require the use of accurate, rapid, and cost-effective tools. In this work, near infrared reflectance spectroscopy (NIRS) was used to predict nutritional values (protein, lipids, and moisture) as well as to discriminate between sources (farmed vs. wild fish) and conditions (fresh or defrosted fish). Samples of five whitefish species-Alaskan pollock (Gadus chalcogrammu), Atlantic cod (G. morhua), European plaice (Pleuronectes platessa), common sole (Solea solea), and turbot (Psetta maxima)-including farmed, wild, fresh, and frozen ones, were scanned by a low-cost handheld near infrared reflectance spectrometer with a spectral range between 900 and 1700 nm. Several machine learning algorithms were explored for both regression and classification tasks, achieving precisions and coefficients of determination higher than 88% and 0.78, respectively. Principal component analysis (PCA) was used to cluster samples according to classes where good linear discriminations were denoted. Loadings from PCA revealed bands at 1150, 1200, and 1400 nm as the most discriminative spectral regions regarding classification of both source and condition, suggesting the absorbance of OH, CH, CH2, and CH3 groups as the most important ones. This study shows the use of NIRS and both linear and non-linear learners as a suitable strategy to address fish fraud and fish QC.
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Affiliation(s)
- Diogo B Gonçalves
- Tellspec LTD, 83 Cambridge St, SW1 4PS London, UK.,Laboratório de Instrumentação e Partículas, Av. Professor Gama Pinto 2, 1649-003 Lisboa, Portugal
| | - Carla S P Santos
- LAQV/REQUIMTE, Laboratório de Bromatologia e Hidrologia, Faculdade de Farmácia, 4050-313 Porto, Portuga
| | - Teresa Pinho
- Tellspec LTD, 83 Cambridge St, SW1 4PS London, UK.,LAQV/REQUIMTE, Laboratório de Bromatologia e Hidrologia, Faculdade de Farmácia, 4050-313 Porto, Portuga
| | | | - Pedro D Vaz
- Tellspec LTD, 83 Cambridge St, SW1 4PS London, UK.,Champalimaud Foundation, Champalimaud Centre for the Unknown, 1400-038 Lisboa, Portugal
| | - Mark Bloore
- Tellspec LTD, 83 Cambridge St, SW1 4PS London, UK
| | - Paolo Satta
- Tellspec LTD, 83 Cambridge St, SW1 4PS London, UK
| | - Zoltán Kovács
- Tellspec LTD, 83 Cambridge St, SW1 4PS London, UK.,Szent István University, Department of Physics and Control, Faculty of Food Science, Somlói út 14-16, Budapest H-1118, Hungary
| | - Susana Casal
- LAQV/REQUIMTE, Laboratório de Bromatologia e Hidrologia, Faculdade de Farmácia, 4050-313 Porto, Portuga
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14
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Fernandes TJR, Amaral JS, Mafra I. DNA barcode markers applied to seafood authentication: an updated review. Crit Rev Food Sci Nutr 2020; 61:3904-3935. [DOI: 10.1080/10408398.2020.1811200] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
| | - Joana S. Amaral
- Centro de Investigação de Montanha (CIMO), Instituto Politécnico de Bragança, Bragança, Portugal
| | - Isabel Mafra
- REQUIMTE-LAQV, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal
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