1
|
Liang C, Xu Z, Liu P, Guo S, Xiao P, Duan JA. Integrating different detection techniques and data analysis methods for comprehensive food authenticity verification. Food Chem 2025; 463:141471. [PMID: 39368208 DOI: 10.1016/j.foodchem.2024.141471] [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: 11/17/2023] [Revised: 09/03/2024] [Accepted: 09/27/2024] [Indexed: 10/07/2024]
Abstract
Traditional food testing methods, primarily confined to laboratory settings, are increasingly inadequate to detect covert food adulteration techniques. Hence, a crucial review of recent technological strides to combat food fraud is essential. This comprehensive analysis explores state-of-the-art technologies in food analysis, accentuating the pivotal role of sophisticated data processing methods and the amalgamation of diverse technologies in enhancing food authenticity testing. The paper assesses the merits and drawbacks of distinct data processing techniques and explores their potential synergies. The future of food authentication hinges on the integration of portable smart detection devices with mobile applications for real-time food analysis, including miniaturized spectrometers and portable sensors. This integration, coupled with advanced machine learning and deep learning for robust model construction, promises to achieve real-time, on-site food detection. Moreover, effective data processing, encompassing preprocessing, chemometrics, and regression analysis, remains indispensable for precise food authentication.
Collapse
Affiliation(s)
- Chuxue Liang
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, and Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, PR China
| | - Zhaoxin Xu
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, and Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, PR China
| | - Pei Liu
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, and Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, PR China
| | - Sheng Guo
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, and Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, PR China
| | - Ping Xiao
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, and Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, PR China.
| | - Jin-Ao Duan
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, and Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, PR China.
| |
Collapse
|
2
|
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.
Collapse
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.)
| |
Collapse
|
3
|
Dalmasso A, Pattono D, Bilewski C, Biolcati F, Maida S, Bottero MT. Use of Biomolecular Tools to Control the Labels of Ethnic Food Coming from Eastern Europe. Foods 2024; 13:2181. [PMID: 39063265 PMCID: PMC11276490 DOI: 10.3390/foods13142181] [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: 05/27/2024] [Revised: 07/02/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024] Open
Abstract
In recent years, due to the large Romanian community present in Italy, the retail of foods coming from Eastern Europe has increased. The most common type of violation detected in these foods consists of incorrect labeling and species-replacement frauds. In this paper, the compliance of labels of 43 ethnic processed food coming from Eastern Europe and commercialized in Italy was evaluated by means of PCR and Sanger sequencing. Our data revealed 33% of non-compliant labels in samples containing swine, ruminants, and avian ingredients. These results demonstrate that PCR can be easily used for the identification of species in highly processed products, proving to be a rapid, effective, and economic method. On the other hand, samples reporting fish as ingredients highlighted the ineffectiveness of the applied sequencing protocol, due to the low informative property of targeted fragments or to the lack of consensus sequences in the case of uncommon species.
Collapse
Affiliation(s)
- Alessandra Dalmasso
- Dipartimento di Scienze Veterinarie, Università di Torino, Largo Braccini 2, 10095 Grugliasco, TO, Italy; (D.P.); (F.B.); (S.M.); (M.T.B.)
| | - Daniele Pattono
- Dipartimento di Scienze Veterinarie, Università di Torino, Largo Braccini 2, 10095 Grugliasco, TO, Italy; (D.P.); (F.B.); (S.M.); (M.T.B.)
| | | | - Federica Biolcati
- Dipartimento di Scienze Veterinarie, Università di Torino, Largo Braccini 2, 10095 Grugliasco, TO, Italy; (D.P.); (F.B.); (S.M.); (M.T.B.)
| | - Silvia Maida
- Dipartimento di Scienze Veterinarie, Università di Torino, Largo Braccini 2, 10095 Grugliasco, TO, Italy; (D.P.); (F.B.); (S.M.); (M.T.B.)
| | - Maria Teresa Bottero
- Dipartimento di Scienze Veterinarie, Università di Torino, Largo Braccini 2, 10095 Grugliasco, TO, Italy; (D.P.); (F.B.); (S.M.); (M.T.B.)
| |
Collapse
|
4
|
Rund H, Wanzenböck J, Dobrovolny S, Kurmayer R. Relating target fish DNA concentration to community composition analysis in freshwater fish via metabarcoding. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 927:172281. [PMID: 38588740 DOI: 10.1016/j.scitotenv.2024.172281] [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: 12/30/2023] [Revised: 03/04/2024] [Accepted: 04/05/2024] [Indexed: 04/10/2024]
Abstract
Metabarcoding has been widely accepted as a useful tool for biodiversity assessment based on eDNA. The method allows for the detection of entire groups of organisms in a single sample, making it particularly applicable in aquatic habitats. The high sensitivity of the molecular approaches is especially beneficial in detecting elusive and rare fish species, improving biodiversity assessments. Numerous biotic and abiotic factors that affect the persistence and availability of fish DNA in surface waters and therefore affecting species detectability, have been identified. However, little is known about the relationship between the total fish DNA concentration and the detectability of differential abundant species. In this study three controlled mock-community DNA samples (56 individual samples) were analyzed by (i) metabarcoding (MiSeq) of 12S rDNA (175 bp) and by (ii) total freshwater fish DNA quantification (via qPCR of 12S rDNA). We show that the fish DNA quantity affects the relative abundance of species-specific sequences and the detectability of rare species. In particular we found that samples with a concentration between 1000 pg/μL down to 10 pg/μL of total fish DNA revealed a stable relative frequency of DNA sequences obtained for a specific fish species, as well as a low variability between replicates. Additionally, we observed that even in complex mock-community DNA samples, a total fish DNA concentration of 23 pg/μL was sufficient to reliably detect all species in every replicate, including three rare species with proportions of ≤0.5 %. We also found that the DNA barcode similarity between species can affect detectability, if evenness is low. Our data suggest that the total DNA concentration of fish is an important factor to consider when analyzing and interpreting relative sequence abundance data. Therefore, the workflow proposed here will contribute to an ecologically and economically efficient application of metabarcoding in fish biodiversity assessment.
Collapse
Affiliation(s)
- Hans Rund
- Research Department for Limnology, Mondsee, Universität Innsbruck, Mondseestraße 9, 5310 Mondsee, Austria.
| | - Josef Wanzenböck
- Research Department for Limnology, Mondsee, Universität Innsbruck, Mondseestraße 9, 5310 Mondsee, Austria
| | - Stefanie Dobrovolny
- Department for Molecular Biology and Microbiology, Institute for Food Safety Vienna, Austrian Agency for Health and Food Safety, Spargelfeldstraße 191, 1220 Vienna, Austria
| | - Rainer Kurmayer
- Research Department for Limnology, Mondsee, Universität Innsbruck, Mondseestraße 9, 5310 Mondsee, Austria
| |
Collapse
|
5
|
Kleinnijenhuis AJ, van Holthoon FL. Convergent analysis of food products using molecular barcodes, based on LC-HRMS data. Food Chem 2024; 442:138466. [PMID: 38245987 DOI: 10.1016/j.foodchem.2024.138466] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 01/09/2024] [Accepted: 01/14/2024] [Indexed: 01/23/2024]
Abstract
There are various analytical techniques available to address the growing interest in the composition of food products. LC-HRMS(/MS) is the most comprehensive technique, providing detailed information at the molecular level. However, given the vast number of different molecules encountered in food products, it is important to obtain a global overview of the dataset before focusing on similarities and differences. Therefore, a convergent strategy was employed, going from non-targeted to targeted analysis, with insightful data representations, most notably Molecular Barcode. Additionally an intermediate, semi-targeted analysis was defined, aimed at the specific detection of animal tissue in food products, using pG+ and related fragments after all ion fragmentation. The use of Molecular Barcode as a starting point to obtain relevant molecular data was also demonstrated. In conclusion, the convergent approach facilitates the design of suitable targeted methods, either to discriminate between samples or to find a generic target.
Collapse
|
6
|
Zhang Z, Li Y, Zhao S, Qie M, Bai L, Gao Z, Liang K, Zhao Y. Rapid analysis technologies with chemometrics for food authenticity field: A review. Curr Res Food Sci 2024; 8:100676. [PMID: 38303999 PMCID: PMC10830540 DOI: 10.1016/j.crfs.2024.100676] [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: 07/24/2023] [Revised: 12/15/2023] [Accepted: 01/07/2024] [Indexed: 02/03/2024] Open
Abstract
In recent years, the problem of food adulteration has become increasingly rampant, seriously hindering the development of food production, consumption, and management. The common analytical methods used to determine food authenticity present challenges, such as complicated analysis processes and time-consuming procedures, necessitating the development of rapid, efficient analysis technology for food authentication. Spectroscopic techniques, ambient ionization mass spectrometry (AIMS), electronic sensors, and DNA-based technology have gradually been applied for food authentication due to advantages such as rapid analysis and simple operation. This paper summarizes the current research on rapid food authenticity analysis technology from three perspectives, including breeds or species determination, quality fraud detection, and geographical origin identification, and introduces chemometrics method adapted to rapid analysis techniques. It aims to promote the development of rapid analysis technology in the food authenticity field.
Collapse
Affiliation(s)
- Zixuan Zhang
- Institute of Food and Nutrition Development, Ministry of Agriculture and Rural Affairs, Beijing, China
- Institute of Quality Standard & Testing Technology for Agro-Products, Key Laboratory of Agro-Product Quality and Safety, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Yalan Li
- Institute of Quality Standard & Testing Technology for Agro-Products, Key Laboratory of Agro-Product Quality and Safety, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Shanshan Zhao
- Institute of Quality Standard & Testing Technology for Agro-Products, Key Laboratory of Agro-Product Quality and Safety, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Mengjie Qie
- Institute of Quality Standard & Testing Technology for Agro-Products, Key Laboratory of Agro-Product Quality and Safety, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Lu Bai
- Institute of Food and Nutrition Development, Ministry of Agriculture and Rural Affairs, Beijing, China
| | - Zhiwei Gao
- Hangzhou Nutritome Biotech Co., Ltd., Hangzhou, China
| | - Kehong Liang
- Institute of Food and Nutrition Development, Ministry of Agriculture and Rural Affairs, Beijing, China
| | - Yan Zhao
- Institute of Quality Standard & Testing Technology for Agro-Products, Key Laboratory of Agro-Product Quality and Safety, Chinese Academy of Agricultural Sciences, Beijing, China
| |
Collapse
|
7
|
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.
Collapse
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
| |
Collapse
|
8
|
Liu Y, Lin L, Wei H, Luo Q, Yang P, Liu M, Wang Z, Zou X, Zhu H, Zha G, Sun J, Zheng Y, Lin M. Design and development of a rapid meat detection system based on RPA-CRISPR/Cas12a-LFD. Curr Res Food Sci 2023; 7:100609. [PMID: 37860145 PMCID: PMC10582345 DOI: 10.1016/j.crfs.2023.100609] [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: 05/15/2023] [Revised: 09/12/2023] [Accepted: 10/02/2023] [Indexed: 10/21/2023] Open
Abstract
In recent years, meat adulteration safety incidents have occurred frequently, triggering widespread attention and discussion. Although there are a variety of meat quality identification methods, conventional assays require high standards for personnel and experimental conditions and are not suitable for on-site testing. Therefore, there is an urgent need for a rapid, sensitive, high specificity and high sensitivity on-site meat detection method. This study is the first to apply RPA combined with CRISPR/Cas12a technology to the field of multiple meat identification. The system developed by parameter optimization can achieve specific detection of chicken, duck, beef, pork and lamb with a minimum target sequence copy number as low as 1 × 100 copies/μL for 60 min at a constant temperature. LFD test results can be directly observed with the naked eye, with the characteristics of fast, portable and simple operation, which is extremely in line with current needs. In conclusion, the meat identification RPA-CRISPR/Cas12a-LFD system established in this study has shown promising applications in the field of meat detection, with a profound impact on meat quality, and provides a model for other food safety control programs.
Collapse
Affiliation(s)
- Yaqun Liu
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
| | - Liyun Lin
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
| | - Huagui Wei
- Shool of Laboratory Medicine, Youjiang Medical University for Nationalities, Baise, Guangxi, PR China
| | - Qiulan Luo
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
| | - Peikui Yang
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
| | - Mouquan Liu
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
| | - Zhonghe Wang
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
| | - Xianghui Zou
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
| | - Hui Zhu
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
| | - Guangcai Zha
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
| | - Junjun Sun
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
| | - Yuzhong Zheng
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
- Shool of Laboratory Medicine, Youjiang Medical University for Nationalities, Baise, Guangxi, PR China
| | - Min Lin
- School of Food Engineering and Biotechnology, Hanshan Normal University, Chaozhou, Guangdong, PR China
- Guangdong Provincial Key Laboratory of Functional Substances in Medicinal Edible Resources and Healthcare Products, Chaozhou, Guangdong, PR China
- Shool of Laboratory Medicine, Youjiang Medical University for Nationalities, Baise, Guangxi, PR China
| |
Collapse
|
9
|
Zhang Z, Mu W, Kong W, Liu J, Zhao J, Zhao Q, Shi M, Zhao H, Liu J, Shi L. Validation of the shotgun metabarcoding approach for comprehensively identifying herbal products containing plant, fungal, and animal ingredients. PLoS One 2023; 18:e0286069. [PMID: 37399206 DOI: 10.1371/journal.pone.0286069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 05/08/2023] [Indexed: 07/05/2023] Open
Abstract
Identifying plant, fungal, and animal ingredients in a specific mixture remains challenging during the limitation of PCR amplification and low specificity of traditional methods. Genomic DNA was extracted from mock and pharmaceutical samples. Four type of DNA barcodes were generated from shotgun sequencing dataset with the help of a local bioinformatic pipeline. Taxa of each barcode was assigned by blast to TCM-BOL, BOLD, and GenBank. Traditional methods including microscopy, thin layer chromatography (TLC), and high-performance liquid chromatography (HPLC) were carried out according to Chinese pharmacopoeia. On average, 6.8 Gb shotgun reads were sequenced from genomic DNA of each sample. Then, 97, 11, 10, 14, and one operational taxonomic unit (OTU) were generated for ITS2, psbA-trnH, rbcL, matK, and COI, respectively. All the labeled ingredients including eight plant, one fungal, and one animal species were successfully detected in both the mock and pharmaceutical samples, in which Chebulae Fructus, Poria, and Fritilariae Thunbergia Bulbus were identified via mapping reads to organelle genomes. In addition, four unlabeled plant species were detected from pharmaceutical samples, while 30 genera of fungi, such as Schwanniomyces, Diaporthe, Fusarium were detected from mock and pharmaceutical samples. Furthermore, the microscopic, TLC, and HPLC analysis were all in accordance with the standards stipulated by Chinese Pharmacopoeia. This study indicated that shotgun metabarcoding could simultaneously identified plant, fungal, and animal ingredients in herbal products, which has the ability to serve as a valuable complement to traditional methods.
Collapse
Affiliation(s)
- Zhaolei Zhang
- Hebei Key Laboratory of Study and Exploitation of Chinese Medicine, Chengde Medical University, Chengde, China
| | - Weishan Mu
- Hebei Key Laboratory of Study and Exploitation of Chinese Medicine, Chengde Medical University, Chengde, China
| | - Weijun Kong
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Jiali Liu
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Jingyi Zhao
- Hebei Key Laboratory of Study and Exploitation of Chinese Medicine, Chengde Medical University, Chengde, China
| | - Qing Zhao
- Hebei Key Laboratory of Study and Exploitation of Chinese Medicine, Chengde Medical University, Chengde, China
| | - Mengmeng Shi
- Hebei Key Laboratory of Study and Exploitation of Chinese Medicine, Chengde Medical University, Chengde, China
| | - Hongye Zhao
- Hebei Key Laboratory of Study and Exploitation of Chinese Medicine, Chengde Medical University, Chengde, China
| | - Jinxin Liu
- Hebei Key Laboratory of Study and Exploitation of Chinese Medicine, Chengde Medical University, Chengde, China
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Linchun Shi
- Hebei Key Laboratory of Study and Exploitation of Chinese Medicine, Chengde Medical University, Chengde, China
- Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| |
Collapse
|
10
|
Anselmo A, Veys P, Fumière O, Lecrenier MC, Cordonnier A, Michez D, Baeten V. Challenges related to the application of analytical methods to control insect meals in the context of European legislation. Food Addit Contam Part A Chem Anal Control Expo Risk Assess 2023:1-12. [PMID: 37163652 DOI: 10.1080/19440049.2023.2211677] [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: 05/12/2023]
Abstract
Since their approval for use in aquaculture in 2017, processed insect proteins have been extensively studied for their nutritional quality in animal feed. This new type of meal is highly promising but requires, as for other products used in animal feed, strict sanitary control in accordance with European legislation. Within this legal framework, light microscopy and PCR remain the official methods but have some analytical limitations that other methods could overcome. This paper aims to provide an overview of the European legislation concerning use of processed insect proteins, but also to highlight the advantages and disadvantages of the official methods for their analysis. It also points out other analytical methods, which have already proved their worth for the analysis of processed animal proteins, which could be used as complementary methods.
Collapse
Affiliation(s)
- Abigaël Anselmo
- Walloon Agricultural Research Centre (CRA-W), Quality and Authentication of Products Unit (QAF), Gembloux, Belgium
- University of Mons (UMons), Research Institute for Biosciences, Laboratory of Zoology, Mons, Belgium
| | - Pascal Veys
- Walloon Agricultural Research Centre (CRA-W), Quality and Authentication of Products Unit (QAF), Gembloux, Belgium
| | - Olivier Fumière
- Walloon Agricultural Research Centre (CRA-W), Quality and Authentication of Products Unit (QAF), Gembloux, Belgium
| | - Marie-Caroline Lecrenier
- Walloon Agricultural Research Centre (CRA-W), Quality and Authentication of Products Unit (QAF), Gembloux, Belgium
| | - Alexandra Cordonnier
- Walloon Agricultural Research Centre (CRA-W), Quality and Authentication of Products Unit (QAF), Gembloux, Belgium
| | - Denis Michez
- University of Mons (UMons), Research Institute for Biosciences, Laboratory of Zoology, Mons, Belgium
| | - Vincent Baeten
- Walloon Agricultural Research Centre (CRA-W), Quality and Authentication of Products Unit (QAF), Gembloux, Belgium
| |
Collapse
|
11
|
Development of a DNA Metabarcoding Method for the Identification of Insects in Food. Foods 2023; 12:foods12051086. [PMID: 36900603 PMCID: PMC10001320 DOI: 10.3390/foods12051086] [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: 01/30/2023] [Revised: 02/20/2023] [Accepted: 03/01/2023] [Indexed: 03/08/2023] Open
Abstract
Insects have the potential to become an efficient and reliable food source for humans in the future and could contribute to solving problems with the current food chain. Analytical methods to verify the authenticity of foods are essential for consumer acceptance. We present a DNA metabarcoding method that enables the identification and differentiation of insects in food. The method, developed on Illumina platforms, is targeting a 200 bp mitochondrial 16S rDNA fragment, which we found to be suitable for distinguishing more than 1000 insect species. We designed a novel universal primer pair for a singleplex PCR assay. Individual DNA extracts from reference samples, DNA extracts from model foods and food products commercially available were investigated. In all of the samples investigated, the insect species were correctly identified. The developed DNA metabarcoding method has a high potential to identify and differentiate insect DNA in the context of food authentication in routine analysis.
Collapse
|
12
|
Mottola A, Piredda R, Lorusso L, Armani A, Di Pinto A. Preliminary study on species authentication in poultry meat products by next-generation sequencing. Food Control 2023. [DOI: 10.1016/j.foodcont.2022.109459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
|
13
|
Muflihah, Hardianto A, Kusumaningtyas P, Prabowo S, Hartati YW. DNA-based detection of pork content in food. Heliyon 2023; 9:e14418. [PMID: 36938408 PMCID: PMC10020109 DOI: 10.1016/j.heliyon.2023.e14418] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 02/24/2023] [Accepted: 03/06/2023] [Indexed: 03/09/2023] Open
Abstract
Determination of halal food is essential in ensuring the tranquillity of consumers, especially Muslims. Halal products mean they are free from prohibited ingredients according to Islamic law. One ingredient that is prohibited is food products containing pork and its derivatives. An accurate verification method with a fast result is necessary to meet this requirement for halal food. DNA quantification of pork is now believed to be able to make accurate and quick decisions, as DNA acts as a reservoir or biological characterization of all living things, including pigs, according to specific characteristics of molecular and connection settings. Various DNA-based methods developed include PCR, biosensor and CRISPR methods. This review discussed various DNA-based Keywords: biosensor, CRISPR, detection, DNA, pork, PCR methods, including PCR, biosensor and CRISPR, to detect pork content in food. Among these methods, CRISPR is considered the easiest, fastest and most accurate. Therefore, it is important to develop this method further in the future. In this article, we provide a short review on DNA-based methods for detection of pork content in food products.
Collapse
Affiliation(s)
- Muflihah
- Doctoral Program in Analytical Chemistry, FMIPA Universitas Padjadjaran, Bandung, 45363, Indonesia
- Chemistry Education Study Program, Faculty of Teacher Training and Education, Universitas Mulawarman Samarinda, 75119, Indonesia
| | - Ari Hardianto
- Doctoral Program in Analytical Chemistry, FMIPA Universitas Padjadjaran, Bandung, 45363, Indonesia
| | - Pintaka Kusumaningtyas
- Chemistry Education Study Program, Faculty of Teacher Training and Education, Universitas Mulawarman Samarinda, 75119, Indonesia
| | - Sulistyo Prabowo
- Halal Center, Universitas Mulawarman, Samarinda, 75119 Indonesia
| | - Yeni Wahyuni Hartati
- Doctoral Program in Analytical Chemistry, FMIPA Universitas Padjadjaran, Bandung, 45363, Indonesia
| |
Collapse
|
14
|
Denay G, Preckel L, Petersen H, Pietsch K, Wöhlke A, Brünen-Nieweler C. Benchmarking and Validation of a Bioinformatics Workflow for Meat Species Identification Using 16S rDNA Metabarcoding. Foods 2023; 12:foods12050968. [PMID: 36900485 PMCID: PMC10000984 DOI: 10.3390/foods12050968] [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: 12/09/2022] [Revised: 02/14/2023] [Accepted: 02/20/2023] [Indexed: 03/02/2023] Open
Abstract
DNA-metabarcoding is becoming more widely used for routine authentication of meat-based food and feed products. Several methods validating species identification methods through amplicon sequencing have already been published. These use a variety of barcodes and analysis workflows, however, no methodical comparison of available algorithms and parameter optimization are published hitherto for meat-based products' authenticity. Additionally, many published methods use very small subsets of the available reference sequences, thereby limiting the potential of the analysis and leading to over-optimistic performance estimates. We here predict and compare the ability of published barcodes to distinguish taxa in the BLAST NT database. We then use a dataset of 79 reference samples, spanning 32 taxa, to benchmark and optimize a metabarcoding analysis workflow for 16S rDNA Illumina sequencing. Furthermore, we provide recommendations as to the parameter choices, sequencing depth, and thresholds that should be used to analyze meat metabarcoding sequencing experiments. The analysis workflow is publicly available, and includes ready-to-use tools for validation and benchmarking.
Collapse
Affiliation(s)
- Grégoire Denay
- Chemical and Veterinary Analytical Institute Rhein-Ruhr-Wupper (CVUA-RRW), Deutscher Ring 100, 47798 Krefeld, Germany
- Correspondence:
| | - Laura Preckel
- Chemical and Veterinary Analytical Institute Muensterland-Emscher-Lippe (CVUA-MEL), Joseph-Koenig-Strasse 40, 48147 Muenster, Germany
| | - Henning Petersen
- Chemical and Veterinary Analytical Institute Ostwestfalen-Lippe (CVUA-OWL), Westerfeldstrasse 1, 32758 Detmold, Germany
| | - Klaus Pietsch
- State Institute for Chemical and Veterinary Analysis Freiburg (CVUA-FR), Bissierstrasse 5, 79114 Freiburg, Germany
| | - Anne Wöhlke
- Food and Veterinary Institute, Lower Saxony State Office for Consumer Protection and Food Safety (LAVES), Dresdenstrasse 2, 38124 Braunschweig, Germany
| | - Claudia Brünen-Nieweler
- Chemical and Veterinary Analytical Institute Muensterland-Emscher-Lippe (CVUA-MEL), Joseph-Koenig-Strasse 40, 48147 Muenster, Germany
| |
Collapse
|
15
|
Klapper R, Velasco A, Döring M, Schröder U, Sotelo CG, Brinks E, Muñoz-Colmenero M. A next-generation sequencing approach for the detection of mixed species in canned tuna. Food Chem X 2023; 17:100560. [PMID: 36845509 PMCID: PMC9943852 DOI: 10.1016/j.fochx.2023.100560] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 12/02/2022] [Accepted: 01/03/2023] [Indexed: 01/06/2023] Open
Abstract
Tuna cans are relevant seafood products for which mixtures of different tuna species are not allowed according to European regulations. In order to support the prevention of food fraud and mislabelling, a next-generation sequencing methodology based on mitochondrial cytochrome b and control region markers has been tested. Analyses of defined mixtures of DNA, fresh tissue and canned tissue revealed a qualitative and, to some extent, semiquantitative identification of tuna species. While the choice of the bioinformatic pipeline had no influence in the results (p = 0.71), quantitative differences occurred depending on the treatment of the sample, marker, species, and mixture (p < 0.01). The results revealed that matrix-specific calibrators or normalization models should also be used in NGS. The method represents an important step towards a semiquantitative method for routine control of this analytically challenging food matrix. Tests of commercial samples uncovered mixed species in some cans, being not in compliance with EU regulations.
Collapse
Affiliation(s)
- Regina Klapper
- Max Rubner-Institut, Federal Research Institute of Nutrition and Food, National Reference Centre for Authentic Food, E.-C.-Baumann-Straße 20, 95326 Kulmbach, Germany,Corresponding author.
| | - Amaya Velasco
- Instituto de Investigaciones Marinas (CSIC), Eduardo Cabello 6, 36208 Vigo, Spain
| | - Maik Döring
- Max Rubner-Institut, Federal Research Institute of Nutrition and Food, National Reference Centre for Authentic Food, E.-C.-Baumann-Straße 20, 95326 Kulmbach, Germany
| | - Ute Schröder
- Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Department of Safety and Quality of Milk and Fish Products, Palmaille 9, 22767 Hamburg, Germany
| | - Carmen G. Sotelo
- Instituto de Investigaciones Marinas (CSIC), Eduardo Cabello 6, 36208 Vigo, Spain
| | - Erik Brinks
- Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Department of Microbiology and Biotechnology, Hermann-Weigmann-Str. 1, 24103 Kiel, Germany
| | | |
Collapse
|
16
|
Current Analytical Methods and Research Trends Are Used to Identify Domestic Pig and Wild Boar DNA in Meat and Meat Products. Genes (Basel) 2022; 13:genes13101825. [PMID: 36292710 PMCID: PMC9601671 DOI: 10.3390/genes13101825] [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: 09/11/2022] [Revised: 10/04/2022] [Accepted: 10/05/2022] [Indexed: 11/04/2022] Open
Abstract
The pig, one of the most important livestock species, is a meaningful source of global meat production. It is necessary, however, to prove whether a food product that a discerning customer selects in a store is actually made from pork or venison, or does not contain it at all. The problem of food authenticity is widespread worldwide, and cases of meat adulteration have accelerated the development of food and the identification methods of feed species. It is worth noting that several different molecular biology techniques can identify a porcine component. However, the precise differentiation between wild boar and a domestic pig in meat products is still challenging. This paper presents the current state of knowledge concerning the species identification of the domestic pig and wild boar DNA in meat and its products.
Collapse
|
17
|
Socorro TR, Joran V, Sofie D. Evaluation of DNA metabarcoding using Oxford Nanopore sequencing for authentication of mixed seafood products. Food Control 2022. [DOI: 10.1016/j.foodcont.2022.109388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
|
18
|
Anthoons B, Lagiotis G, Drouzas AD, de Boer H, Madesis P. Barcoding High Resolution Melting (Bar-HRM) enables the discrimination between toxic plants and edible vegetables prior to consumption and after digestion. J Food Sci 2022; 87:4221-4232. [PMID: 35903040 DOI: 10.1111/1750-3841.16253] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 06/18/2022] [Accepted: 06/25/2022] [Indexed: 11/27/2022]
Abstract
The consumption of poisonous plants can lead to serious health problems or even casualties due to various factors, including easy access to poisonous plants due to their common distribution, co-occurrence and resemblance with edible plants, and the lack of regulation in the food product supply chain. Clinical diagnosis of intoxications usually relies on the availability of the plant consumed by the patient and on the morphology of the plant parts found in the patient's stomach. Therefore, given the fragmented nature of ingested plant material, species identification may face serious difficulties, can be inaccurate, and time-consuming. This highlights the need for rapid and reliable tools to identify toxic species. In the present study, we developed an ITS2-high-resolution melting (HRM) assay for: (1) the discrimination of common toxic plants and their edible lookalikes, and (2) the detection of toxic plants in digested samples. More specifically, we designed species-specific ITS2 primers for the authentication of poisonous species in simulated mixtures and verified them with Bar-HRM. Moreover, the developed HRM-based molecular tool was capable of quantifying the toxic species Datura stramonium in simulated mixtures with the edible Amaranthus retroflexus down to at least 0.5% v/v. This study shows that species-specific ITS2 primers can amplify the DNA from fragmented and/or artificially digested samples and that Bar-HRM is capable of detecting poisonous plant species in digested samples even after 4 h. The developed Bar-HRM protocol has important implications for application in medicine, forensics, and the agricultural industry, either to accurately detect the cause of plant intoxications or as a tool for quality control in the supply chain. PRACTICAL APPLICATION: In this work, we established a high-resolution melting DNA-based protocol capable of discriminating between phenotypically similar common toxic and edible plant species in mixtures, even at very low quantities. This technology also proved efficient in detecting the toxic species in mixtures digested in artificial gastric acid, as it would be the case after accidental ingestion. This work is expected to have important implications for application in medicine, forensics, and the agricultural industry, either for identifying the cause of plant intoxications or as a tool for quality control in different steps of the supply chain.
Collapse
Affiliation(s)
- Bastien Anthoons
- Laboratory of Systematic Botany and Phytogeography, School of Biology, Aristotle University of Thessaloniki, Thessaloniki, Greece.,Institute of Applied Biosciences, CERTH, Thessaloniki, Greece
| | | | - Andreas D Drouzas
- Laboratory of Systematic Botany and Phytogeography, School of Biology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Hugo de Boer
- Natural History Museum, University of Oslo, Oslo, Norway
| | - Panagiotis Madesis
- Institute of Applied Biosciences, CERTH, Thessaloniki, Greece.,Laboratory of Molecular Biology of Plants, School of Agricultural Sciences, University of Thessaly, Thessaly, Greece
| |
Collapse
|
19
|
Dawan J, Ahn J. Application of DNA barcoding for ensuring food safety and quality. Food Sci Biotechnol 2022; 31:1355-1364. [PMID: 36060568 PMCID: PMC9433498 DOI: 10.1007/s10068-022-01143-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 06/29/2022] [Accepted: 07/18/2022] [Indexed: 11/29/2022] Open
Abstract
With increasing international food trade, food quality and safety are high priority worldwide. The consumption of contaminated and adulterated food can cause serious health problems such as infectious diseases and allergies. Therefore, the authentication and traceability systems are needed to improve food safety. The mitochondrial DNA can be used for species authentication of food and food products. Effective DNA barcode markers have been developed to correctly identify species. The US FDA approved to the use of DNA barcoding for various food products. The DNA barcoding technology can be used as a regulatory tool for identification and authenticity. The application of DNA barcoding can reduce the microbiological and toxicological risks associated with the consumption of food and food products. DNA barcoding can be a gold-standard method in food authenticity and fraud detection. This review describes the DNA barcoding method for preventing food fraud and adulteration in meat, fish, and medicinal plants.
Collapse
|
20
|
Dobrovolny S, Uhlig S, Frost K, Schlierf A, Nichani K, Simon K, Cichna-Markl M, Hochegger R. Interlaboratory Validation of a DNA Metabarcoding Assay for Mammalian and Poultry Species to Detect Food Adulteration. Foods 2022; 11:foods11081108. [PMID: 35454695 PMCID: PMC9027865 DOI: 10.3390/foods11081108] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 04/05/2022] [Accepted: 04/08/2022] [Indexed: 02/01/2023] Open
Abstract
Meat species authentication in food is most commonly based on the detection of genetic variations. Official food control laboratories frequently apply single and multiplex real-time polymerase chain reaction (PCR) assays and/or DNA arrays. However, in the near future, DNA metabarcoding, the generation of PCR products for DNA barcodes, followed by massively parallel sequencing by next generation sequencing (NGS) technologies, could be an attractive alternative. DNA metabarcoding is superior to well-established methodologies since it allows simultaneous identification of a wide variety of species not only in individual foodstuffs but even in complex mixtures. We have recently published a DNA metabarcoding assay for the identification and differentiation of 15 mammalian species and six poultry species. With the aim to harmonize analytical methods for food authentication across EU Member States, the DNA metabarcoding assay has been tested in an interlaboratory ring trial including 15 laboratories. Each laboratory analyzed 16 anonymously labelled samples (eight samples, two subsamples each), comprising six DNA extract mixtures, one DNA extract from a model sausage, and one DNA extract from maize (negative control). Evaluation of data on repeatability, reproducibility, robustness, and measurement uncertainty indicated that the DNA metabarcoding method is applicable for meat species authentication in routine analysis.
Collapse
Affiliation(s)
- Stefanie Dobrovolny
- Austrian Agency for Health and Food Safety (AGES), Department for Molecular Biology and Microbiology, Institute for Food Safety Vienna, Spargelfeldstrasse 191, 1220 Vienna, Austria;
| | - Steffen Uhlig
- QuoData GmbH, Prellerstrasse 14, 01309 Dresden, Germany; (S.U.); (K.F.); (A.S.); (K.N.); (K.S.)
| | - Kirstin Frost
- QuoData GmbH, Prellerstrasse 14, 01309 Dresden, Germany; (S.U.); (K.F.); (A.S.); (K.N.); (K.S.)
| | - Anja Schlierf
- QuoData GmbH, Prellerstrasse 14, 01309 Dresden, Germany; (S.U.); (K.F.); (A.S.); (K.N.); (K.S.)
| | - Kapil Nichani
- QuoData GmbH, Prellerstrasse 14, 01309 Dresden, Germany; (S.U.); (K.F.); (A.S.); (K.N.); (K.S.)
| | - Kirsten Simon
- QuoData GmbH, Prellerstrasse 14, 01309 Dresden, Germany; (S.U.); (K.F.); (A.S.); (K.N.); (K.S.)
| | - Margit Cichna-Markl
- Department of Analytical Chemistry, Faculty of Chemistry, University of Vienna, Währinger Strasse 38, 1090 Vienna, Austria
- Correspondence: (M.C.-M.); (R.H.)
| | - Rupert Hochegger
- Austrian Agency for Health and Food Safety (AGES), Department for Molecular Biology and Microbiology, Institute for Food Safety Vienna, Spargelfeldstrasse 191, 1220 Vienna, Austria;
- Correspondence: (M.C.-M.); (R.H.)
| |
Collapse
|
21
|
Kaltenbrunner M, Hochegger R, Cichna-Markl M. Design of Mismatch Primers to Identify and Differentiate Closely Related (Sub)Species: Application to the Authentication of Meat Products. Methods Mol Biol 2022; 2392:65-82. [PMID: 34773615 DOI: 10.1007/978-1-0716-1799-1_5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Single-nucleotide polymorphisms (SNPs) are powerful molecular markers for the identification and differentiation of closely related organisms. A variety of methods can be used to determine the allele that is present at a specific locus in the genome, including real-time PCR by using an allele-specific primer. In order to increase the selectivity for the target allele, deliberate mismatch bases at the 3' end of the allele-specific primer may be introduced. This strategy has already been used for the identification and differentiation of microorganisms and plants. We have recently developed real-time PCR assays involving mismatch primers for the identification and differentiation of closely related deer species (red deer, fallow deer, sika deer) or the discrimination of wild boar and domestic pig in game meat products. These methods are applicable to detect meat species adulteration in food products.In this chapter, we offer a protocol for the design of PCR primer/probe systems suitable for meat species authentication in food. We address the retrieval and alignment of sequences, primer design by using a commercial software and the introduction of deliberate mismatch bases. In addition, we describe how the suitability of primer/probe systems can be tested in silico and in practice. We use the design of PCR primer/probe systems for wild boar and domestic pig as example.
Collapse
Affiliation(s)
- Maria Kaltenbrunner
- Department of Molecular Biology and Microbiology, Austrian Agency for Health and Food Safety, Institute for Food Safety Vienna, Vienna, Austria
- Department of Analytical Chemistry, Faculty of Chemistry, University of Vienna, Vienna, Austria
| | - Rupert Hochegger
- Department of Molecular Biology and Microbiology, Austrian Agency for Health and Food Safety, Institute for Food Safety Vienna, Vienna, Austria
| | - Margit Cichna-Markl
- Department of Analytical Chemistry, Faculty of Chemistry, University of Vienna, Vienna, Austria.
| |
Collapse
|
22
|
Identification of Mammalian and Poultry Species in Food and Pet Food Samples Using 16S rDNA Metabarcoding. Foods 2021; 10:foods10112875. [PMID: 34829156 PMCID: PMC8620145 DOI: 10.3390/foods10112875] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 11/12/2021] [Accepted: 11/15/2021] [Indexed: 12/14/2022] Open
Abstract
The substitution of more appreciated animal species by animal species of lower commercial value is a common type of meat product adulteration. DNA metabarcoding, the combination of DNA barcoding with next-generation sequencing (NGS), plays an increasing role in food authentication. In the present study, we investigated the applicability of a DNA metabarcoding method for routine analysis of mammalian and poultry species in food and pet food products. We analyzed a total of 104 samples (25 reference samples, 56 food products and 23 pet food products) by DNA metabarcoding and by using a commercial DNA array and/or by real-time PCR. The qualitative and quantitative results obtained by the DNA metabarcoding method were in line with those obtained by PCR. Results from the independent analysis of a subset of seven reference samples in two laboratories demonstrate the robustness and reproducibility of the DNA metabarcoding method. DNA metabarcoding is particularly suitable for detecting unexpected species ignored by targeted methods such as real-time PCR and can also be an attractive alternative with respect to the expenses as indicated by current data from the cost accounting of the AGES laboratory. Our results for the commercial samples show that in addition to food products, DNA metabarcoding is particularly applicable to pet food products, which frequently contain multiple animal species and are also highly prone to adulteration as indicated by the high portion of analyzed pet food products containing undeclared species.
Collapse
|
23
|
Development of a DNA Metabarcoding Method for the Identification of Bivalve Species in Seafood Products. Foods 2021; 10:foods10112618. [PMID: 34828894 PMCID: PMC8617786 DOI: 10.3390/foods10112618] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 10/20/2021] [Accepted: 10/23/2021] [Indexed: 11/16/2022] Open
Abstract
The production of bivalve species has been increasing in the last decades. In spite of strict requirements for species declaration, incorrect labelling of bivalve products has repeatedly been detected. We present a DNA metabarcoding method allowing the identification of bivalve species belonging to the bivalve families Mytilidae (mussels), Pectinidae (scallops), and Ostreidae (oysters) in foodstuffs. The method, developed on Illumina instruments, targets a 150 bp fragment of mitochondrial 16S rDNA. We designed seven primers (three primers for mussel species, two primers for scallop species and a primer pair for oyster species) and combined them in a triplex PCR assay. In each of eleven reference samples, the bivalve species was identified correctly. In ten DNA extract mixtures, not only the main component (97.0-98.0%) but also the minor components (0.5-1.5%) were detected correctly, with only a few exceptions. The DNA metabarcoding method was found to be applicable to complex and processed foodstuffs, allowing the identification of bivalves in, e.g., marinated form, in sauces, in seafood mixes and even in instant noodle seafood. The method is highly suitable for food authentication in routine analysis, in particular in combination with a DNA metabarcoding method for mammalian and poultry species published recently.
Collapse
|
24
|
Mori C, Matsumura S. Development and validation of simultaneous identification of 26 mammalian and poultry species by a multiplex assay. Int J Legal Med 2021; 136:1-12. [PMID: 34626212 DOI: 10.1007/s00414-021-02711-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 09/24/2021] [Indexed: 11/29/2022]
Abstract
A multiplex PCR assay was developed to simultaneously identify 22 mammalian species (alpaca, Asiatic black bear, Bactrian camel, brown rat, cat, cattle, common raccoon, dog, European rabbit, goat, horse, house mouse, human, Japanese badger, Japanese wild boar, masked palm civet, pig, raccoon dog, red fox, sheep, Siberian weasel, and sika deer) and four poultry species (chicken, domestic turkey, Japanese quail, and mallard), even from a biological sample containing a DNA mixture of multiple species. The assay was designed to identify species through multiplex PCR and capillary electrophoresis, with a combination of amplification of a partial region of the mitochondrial D-loop by universal primer sets and a partial region of the cytochrome b (cyt b) gene by species-specific primer sets. The assay was highly sensitive, with a detection limit of 100 copies of mitochondrial DNA. The assay's ability to identify species from complex DNA mixtures was demonstrated using an experimental sample consisting of 10 species. Efficacy, accuracy, and reliability of the assay were validated for use in forensic analysis with the guidelines of Scientific Working Group on DNA Analysis Methods (SWGDAM). The multiplex PCR assay developed in this study enables cost-effective, highly sensitive, and simultaneous species identification without massively parallel sequencing (MPS) platforms. Thus, the technique described is straightforward and suitable for routine forensic investigations.
Collapse
Affiliation(s)
- Chikahiro Mori
- The United Graduate School of Agricultural Science, Gifu University, 1-1 Yanagido, Gifu, 501-1193, Japan. .,Forensic Science Laboratory, Gifu Prefectural Police Headquarters, 2-1-1 Yabutaminami, Gifu, 500-8501, Japan.
| | - Shuichi Matsumura
- Faculty of Applied Biological Sciences, Gifu University, 1-1 Yanagido, Gifu, 501-1193, Japan
| |
Collapse
|
25
|
Ghemrawi M, Fischinger F, Duncan G, Dukes MJ, Guilliano M, McCord B. Developmental validation of SpeID: A pyrosequencing-based assay for species identification. Forensic Sci Int Genet 2021; 55:102560. [PMID: 34507077 DOI: 10.1016/j.fsigen.2021.102560] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 06/16/2021] [Accepted: 06/30/2021] [Indexed: 11/19/2022]
Abstract
In crime scenes, biological exhibits are often human in origin, yet biological stains from other fauna may also be present at a crime scene, creating confusion during an investigation. Furthermore, identifying the source of a biological sample can be critical during an investigation. To identify the presence of biological material from non-human sources, it is common to use genetic markers within mitochondrial DNA such as cytochrome b, 16S rRNA, and 12S rRNA genes. This process usually requires DNA sequencing, a process that is neither quick nor easy. In general, a faster, more standardized method for species identification from tissue and body fluids is desirable.For this reason, we have developed a vertebrate specific real-time quantitation method that is followed by an automated pyrosequencing-based procedure that sequences a short fragment within the 12S rRNA gene. Using no more than 35 bases, the assay can distinguish between 32 different species commonly found in and around a household with a turnaround time of 6 h from extraction to sequencing. -Using this procedure, up to 48 samples can be run at a time without the need for expensive reagents or bioinformatic skills.
Collapse
Affiliation(s)
- Mirna Ghemrawi
- Department of Chemistry and Biochemistry, Florida International University, Miami, FL 33199, United States
| | | | - George Duncan
- Nova Southeastern University, Dania Beach, Fl 33004, United State
| | | | | | - Bruce McCord
- Department of Chemistry and Biochemistry, Florida International University, Miami, FL 33199, United States.
| |
Collapse
|
26
|
Dunham-Cheatham SM, Klingler KB, Estrada MV, Gustin MS. Using a next-generation sequencing approach to DNA metabarcoding for identification of adulteration and potential sources of mercury in commercial cat and dog foods. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 778:146102. [PMID: 33714808 DOI: 10.1016/j.scitotenv.2021.146102] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 02/20/2021] [Accepted: 02/21/2021] [Indexed: 06/12/2023]
Abstract
Studies have demonstrated that some commercial pet (i.e., cat and dog) food products contain high concentrations of mercury (Hg), and some products have Hg concentrations that are higher than expected based on the ingredients included in the package ingredient list. Additionally, concentrations of methylmercury, a particularly toxic form of Hg commonly associated with fish-based ingredients, are largely unstudied despite the widespread use of such ingredients in pet food products. This study aimed to quantify total Hg and methylmercury in a variety of commercial pet food products (n = 127), and use genetic tools to determine if specific ingredients contributed to high Hg concentrations in the final product. Results indicate that total Hg concentrations were above suggested maximum tolerable limits in three of the tested pet food products, and that methylmercury concentrations were at safe levels in all tested products. Next-generation amplicon sequencing using ten barcode primers was conducted to target distinct taxa and to determine if one primer set outperformed the others in amplifying the often heavily degraded DNA found in pet food products. The 16sUniF_16sUniR primer set generated a relatively higher number of reads across the broadest set of taxa, although several of the primer sets were useful in identifying common animal- and plant-based ingredients in commercial pet food products. Combined with the Hg results, it was demonstrated that pet food product ingredients are consistent among and between product lots. However, these results also revealed that adulteration is prevalent in pet food products.
Collapse
Affiliation(s)
- Sarrah M Dunham-Cheatham
- Department of Natural Resources and Environmental Science, University of Nevada, Reno 89557, NV, USA.
| | - Kelly B Klingler
- Department of Biology, University of Nevada, Reno 89557, NV, USA; Department of Environmental Conservation, University of Massachusetts, Amherst 01003, MA, USA
| | - Margarita Vargas Estrada
- Department of Natural Resources and Environmental Science, University of Nevada, Reno 89557, NV, USA
| | - Mae Sexauer Gustin
- Department of Natural Resources and Environmental Science, University of Nevada, Reno 89557, NV, USA
| |
Collapse
|
27
|
Zhang B, Gao S, Jia F, Liu X, Li X. Categorization and authentication of Beijing‐you chicken from four breeds of chickens using near‐infrared hyperspectral imaging combined with chemometrics. J FOOD PROCESS ENG 2020. [DOI: 10.1111/jfpe.13553] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Binhui Zhang
- College of Food Science and Nutritional Engineering, China Agricultural University Beijing China
| | - Song Gao
- College of Food Science and Nutritional Engineering, China Agricultural University Beijing China
| | - Fei Jia
- College of Food Science and Nutritional Engineering, China Agricultural University Beijing China
| | - Xue Liu
- College of Information and Electrical Engineering China Agricultural University Beijing China
| | - Xingmin Li
- College of Food Science and Nutritional Engineering, China Agricultural University Beijing China
| |
Collapse
|
28
|
Martuscelli M, Serio A, Capezio O, Mastrocola D. Safety, Quality and Analytical Authentication of ḥalāl Meat Products, with Particular Emphasis on Salami: A Review. Foods 2020; 9:E1111. [PMID: 32823523 PMCID: PMC7466354 DOI: 10.3390/foods9081111] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 08/05/2020] [Accepted: 08/07/2020] [Indexed: 02/07/2023] Open
Abstract
Only some animal species could be transformed into ḥalāl salami and the raw meat must be obtained from ritually slaughtered animals. Several scientific studies have been conducted on ritual slaughtering practices and manufacturing of meat products for Jewish and Muslim religious communities; furthermore, many projects have been funded by the European Community on this topic. The authenticity and traceability of meat is one of the priorities of ḥalāl food certification systems. The pig matrix (meat and/or lard) may be fraudulently present in ḥalāl processed meat, as well as salami, for both economic and technological purposes; in fact, the use of these raw materials reflects the easier availability and their lower cost; furthermore, it allows manufacturers to obtain final products with better quality (sensory properties) and stability (especially with respect to oxidative reactions). The aim of this review is to discuss the qualitative and technological aspects of ḥalāl raw meat for dry fermented sausages (salami); moreover, this study focuses on the most recent studies carried out on the certification system and on the analytical methods performed in order to solve problems such as fraud and adulteration of ḥalāl salami and other halal meat foods.
Collapse
Affiliation(s)
- Maria Martuscelli
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, Via R. Balzarini 1, 64100 Teramo, Italy; (A.S.); (D.M.)
| | - Annalisa Serio
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, Via R. Balzarini 1, 64100 Teramo, Italy; (A.S.); (D.M.)
| | - Oriana Capezio
- Department Asian, African and Mediterranean, University of Naples “L’Orientale”, Piazza San Domenico Maggiore 12, 80134 Napoli, Italy;
| | - Dino Mastrocola
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, Via R. Balzarini 1, 64100 Teramo, Italy; (A.S.); (D.M.)
| |
Collapse
|
29
|
Matthes N, Pietsch K, Rullmann A, Näumann G, Pöpping B, Szabo K. The Barcoding Table of Animal Species (BaTAnS): a new tool to select appropriate methods for animal species identification using DNA barcoding. Mol Biol Rep 2020; 47:6457-6461. [PMID: 32710387 DOI: 10.1007/s11033-020-05675-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 07/19/2020] [Indexed: 12/15/2022]
Abstract
Food and feed products derived from animal materials have a long history of being adulterated. Methods for the identification of animal samples based on DNA barcoding are very potent tools to reveal species substitution. Since numerous DNA barcoding methods are available for different taxa, it is challenging to choose an appropriate and verified method for each sample in question. To overcome this obstacle the working group "Molecular biological methods for plant and animal species differentiation" developed the "Barcoding Table of Animal Species". This working group is established through the German food and feed law and is mandated to validate standard methods, especially for the official food and feed control laboratories in Germany. In this paper, a collection of currently available and verified DNA barcoding methods for the identification of animal species is presented as a Microsoft Excel® file-"The Barcoding Table of Animal Species (BaTAnS)". It consists of several components: The method collection, the results collection and a section for reporting new entries and problems. It is focusing on the validity and applicability of DNA barcoding methods to test food and feed products for correct species declaration. Each method is listed with its reference and is verified by at least two laboratories for their applicability. Since additional information will be available in future, this table will be updated regularly. The BaTAnS is an easy tool that helps to choose the right verified method to identify a certain specimen to taxon, genus or species level in food samples.
Collapse
Affiliation(s)
- Nele Matthes
- State Office for Agriculture, Food Safety and Fishery Mecklenburg-Vorpommern, Thierfelderstraße 18, 18059, Rostock, Germany.
| | - Klaus Pietsch
- State Institute for Chemical and Veterinary Analysis Freiburg, Bissierstr. 5, 79114, Freiburg, Germany
| | - Anke Rullmann
- State Institute for Chemical and Veterinary Analysis Karlsruhe, Weissenburgerstr. 3, 76187, Karlsruhe, Germany
| | - Gabriele Näumann
- Institute for Hygiene and Environment Hamburg, Markmannstr. 129b, 20539, Hamburg, Germany
| | - Bert Pöpping
- FOCOS - Food Consulting Strategically, Zum Kälterhaus 6b, 63755, Alzenau, Germany
| | - Kathrin Szabo
- Federal Office of Consumer Protection and Food Safety, Mauerstr. 39-42, 10117, Berlin, Germany
| |
Collapse
|
30
|
Zia Q, Alawami M, Mokhtar NFK, Nhari RMHR, Hanish I. Current analytical methods for porcine identification in meat and meat products. Food Chem 2020; 324:126664. [PMID: 32380410 DOI: 10.1016/j.foodchem.2020.126664] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Revised: 03/20/2020] [Accepted: 03/20/2020] [Indexed: 12/21/2022]
Abstract
Authentication of meat products is critical in the food industry. Meat adulteration may lead to religious apprehensions, financial gain and food-toxicities such as meat allergies. Thus, empirical validation of the quality and constituents of meat is paramount. Various analytical methods often based on protein or DNA measurements are utilized to identify meat species. Protein-based methods, including electrophoretic and immunological techniques, are at times unsuitable for discriminating closely related species. Most of these methods have been replaced by more accurate and sensitive detection methods, such as DNA-based techniques. Emerging technologies like DNA barcoding and mass spectrometry are still in their infancy when it comes to their utilization in meat detection. Gold nanobiosensors have shown some promise in this regard. However, its applicability in small scale industries is distant. This article comprehensively reviews the recent developments in the field of analytical methods used for porcine identification.
Collapse
Affiliation(s)
- Qamar Zia
- A New Mind, Ash Shati, Al Qatif 32617-3732, Saudi Arabia.
| | - Mohammad Alawami
- A New Mind, Ash Shati, Al Qatif 32617-3732, Saudi Arabia; Depaartment of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge CB3 0AS, United Kingdom
| | | | | | - Irwan Hanish
- Halal Product Research Institute, Universiti Putra Malaysia, UPM Serdang, Selangor 43400, Malaysia; Department of Microbiology, Faculty of Biotechnology and Biomolecular Sciences, Universiti Putra Malaysia, UPM Serdang, Selangor 43400, Malaysia
| |
Collapse
|
31
|
Thongkhao K, Tungphatthong C, Phadungcharoen T, Sukrong S. The use of plant DNA barcoding coupled with HRM analysis to differentiate edible vegetables from poisonous plants for food safety. Food Control 2020. [DOI: 10.1016/j.foodcont.2019.106896] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
|
32
|
Xin M, Zeng L, Ran D, Chen X, Xu Y, Shi D, He Y, Zhong S. Label-free rapid identification of cooked meat using MIP-quantum weak measurement. FOOD AGR IMMUNOL 2020. [DOI: 10.1080/09540105.2020.1726879] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Affiliation(s)
- Meiguo Xin
- Department of Food Science and Technology, Foshan University, Guangdong, People’s Republic of China
| | - Lin Zeng
- Department of Food Science and Technology, Foshan University, Guangdong, People’s Republic of China
| | - Di Ran
- Department of Food Science and Technology, Foshan University, Guangdong, People’s Republic of China
| | - Xiangmei Chen
- Department of Food Science and Technology, Foshan University, Guangdong, People’s Republic of China
| | - Yang Xu
- Institute of Optical Imaging and Sensing, Graduate School at Shenzhen, Tsinghua University, Shenzhen, People’s Republic of China
| | - Daoxuan Shi
- Institute of Optical Imaging and Sensing, Graduate School at Shenzhen, Tsinghua University, Shenzhen, People’s Republic of China
| | - Yonghong He
- Institute of Optical Imaging and Sensing, Graduate School at Shenzhen, Tsinghua University, Shenzhen, People’s Republic of China
| | - Suyi Zhong
- Institute of Optical Imaging and Sensing, Graduate School at Shenzhen, Tsinghua University, Shenzhen, People’s Republic of China
| |
Collapse
|
33
|
Etablierung der § 64 LFGB Arbeitsgruppen „NGS – Bakteriencharakterisierung“ und „NGS – Speziesidentifizierung“. J Verbrauch Lebensm 2019. [DOI: 10.1007/s00003-019-01255-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Zusammenfassung
Das Next-Generation Sequencing (NGS) besitzt großes Potential im Bereich der Lebensmittelsicherheit und der Authentizitätsprüfung von Lebensmitteln. Die Gesamtgenomsequenzierung mikrobieller Genome kombiniert mit bioinformatischen Auswerteprogrammen ersetzt zunehmend die klassischen Typisierungsmethoden und gilt aufgrund ihres außerordentlichen Auflösungsvermögen mittlerweile als Methode der Wahl im Rahmen von Ausbruchsuntersuchungen. Zur Authentizitätskontrolle z. B. von Fleisch- und Fischproben finden NGS-Methoden als Metabarcoding immer häufiger Anwendung, um Täuschung und Irreführung bis hin zu Lebensmittelbetrug aufzudecken. Einige Untersuchungsbehörden verfügen bereits über die NGS-Technologie und setzen diese auch erfolgreich ein, weitere Einrichtungen werden folgen. Um den mit der Lebensmittelüberwachung betrauten Behörden validierte, leistungsfähige und standardisierte NGS-Methoden zur Verfügung zu stellen, ist eine Aufnahme dieser Methoden in die „Amtliche Sammlung von Verfahren zur Probenahme und Untersuchung von Lebensmitteln“ (ASU) durch die Gründung zweier neuer § 64 LFGB Arbeitsgruppen mit unterschiedlichen thematischen Schwerpunkten vorgesehen. Die Arbeitsgruppe „NGS – Bakteriencharakterisierung“ bearbeitet NGS-Verfahren für die Sequenzierung bakterieller Erreger im Rahmen von Ausbruchsuntersuchungen. Die Arbeitsgruppe „NGS – Speziesidentifizierung“ beschäftigt sich mit NGS-Methoden zur Tierartendifferenzierung in Lebensmitteln. Am 6. März 2019 fand das erste Treffen der Arbeitsgruppe „NGS – Speziesidentifizierung“ und am folgenden Tag, dem 7. März 2019 das der Arbeitsgruppe „NGS – Bakteriencharakterisierung“ auf Einladung des Bundesamts für Verbraucherschutz und Lebensmittelsicherheit (BVL) in Berlin statt. Auf den Sitzungen wurden durch die Mitglieder der Gruppen NGS-Methoden zur Bakteriencharakterisierung bzw. zur Tierartendifferenzierung in Lebensmitteln vorgestellt. Anschließend diskutierten die Mitglieder die ersten thematischen Schwerpunkte der Methodenentwicklung, Validierungskonzepte, Qualitätskontrollmaßnahmen und den Einsatz dieser Methoden in der Lebensmittelüberwachung. Es wurde beschlossen, durch laborübergreifende Vorringversuche die Vergleichbarkeit der verschiedenen NGS-Technologien zu ermitteln sowie die entsprechenden Auswerteparameter, Qualitätskriterien und Validierungsparameter für eine laborübergreifende Validierungsstudie zu erarbeiten.
Collapse
|
34
|
Leichtfried T, Dobrovolny S, Reisenzein H, Steinkellner S, Gottsberger RA. Apple chlorotic fruit spot viroid: a putative new pathogenic viroid on apple characterized by next-generation sequencing. Arch Virol 2019; 164:3137-3140. [PMID: 31598842 PMCID: PMC6823291 DOI: 10.1007/s00705-019-04420-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 08/29/2019] [Indexed: 02/03/2023]
Abstract
Viroid-like symptoms were observed in 2016 on apple fruits of the cultivar "Ilzer Rose" in southern Burgenland, Austria. Preliminary molecular biological investigations indicated that the symptoms were caused by a new unknown viroid. Therefore, new primers were designed, and the whole genome sequence of the viroid (354 nt) was determined by next-generation amplicon sequencing using the Illumina MiSeq® platform (San Diego, California, USA). The viroid secondary structure has a rod-like conformation and contains conserved regions (the TCR, CCR upper strand, and CCR lower strand) that are characteristic of members of the genus Apscaviroid. Based on our results and the demarcation criteria for viroids, the tentatively named "apple chlorotic fruit spot viroid" should be considered a putative new member of the genus Apscaviroid.
Collapse
Affiliation(s)
- Thomas Leichtfried
- Institute for Sustainable Plant Protection, Austrian Agency for Health and Food Safety, 1220, Vienna, Austria
| | - Stefanie Dobrovolny
- Institute for Food Safety, Austrian Agency for Health and Food Safety, 1220, Vienna, Austria
| | - Helga Reisenzein
- Institute for Sustainable Plant Protection, Austrian Agency for Health and Food Safety, 1220, Vienna, Austria
| | - Siegrid Steinkellner
- Institute of Plant Protection, University of Natural Resources and Life Sciences Vienna, 3430, Tulln an der Donau, Austria.
| | - Richard A Gottsberger
- Institute for Sustainable Plant Protection, Austrian Agency for Health and Food Safety, 1220, Vienna, Austria
| |
Collapse
|
35
|
Dunham-Cheatham SM, Klingler K, Peacock M, Teglas MB, Gustin MS. What is in commercial cat and dog food? The case for mercury and ingredient testing. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 684:276-280. [PMID: 31153074 DOI: 10.1016/j.scitotenv.2019.05.337] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 05/19/2019] [Accepted: 05/22/2019] [Indexed: 06/09/2023]
Abstract
Commercial pet foods should be safe for long-term feeding. However, recent recalls and lawsuits have eroded public trust in pet food companies and products. Recent studies have identified high concentrations of mercury, a potent neurotoxin, in pet food products. Here we posit that pet food products require independent testing to verify safety and compliance with developed Food and Drug Administration and Association of American Feed Control Officials standards, and initiate a discussion as to why including quantification of mercury and methylmercury, as well as the identification of adulteration, are important to such testing protocols. The outcomes of these discussions will be multi-faceted: initiating the impetus to investigate the quality and label accuracy of pet foods; ensuring product safety; promoting transparency within the pet food industry; informing veterinary practices regarding pet food recommendations; providing data for evidence-based policy and regulatory enforcement; and working toward fulfilling the National Research Council's call for research that identifies levels of contaminants in animal feeds and residues in human foods.
Collapse
Affiliation(s)
- Sarrah M Dunham-Cheatham
- Department of Natural Resources and Environmental Science, University of Nevada, Reno, NV 89557, USA.
| | - Kelly Klingler
- Department of Biology, University of Nevada, Reno, NV 89557, USA
| | - Mary Peacock
- Department of Biology, University of Nevada, Reno, NV 89557, USA
| | - Michael B Teglas
- Department of Agriculture, Veterinary and Range Sciences, University of Nevada, Reno, NV 89557, USA
| | - Mae Sexauer Gustin
- Department of Natural Resources and Environmental Science, University of Nevada, Reno, NV 89557, USA.
| |
Collapse
|
36
|
Galimberti A, Casiraghi M, Bruni I, Guzzetti L, Cortis P, Berterame NM, Labra M. From DNA barcoding to personalized nutrition: the evolution of food traceability. Curr Opin Food Sci 2019. [DOI: 10.1016/j.cofs.2019.07.008] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
|
37
|
Xing RR, Wang N, Hu RR, Zhang JK, Han JX, Chen Y. Application of next generation sequencing for species identification in meat and poultry products: A DNA metabarcoding approach. Food Control 2019. [DOI: 10.1016/j.foodcont.2019.02.034] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
|
38
|
Morello L, Braglia L, Gavazzi F, Gianì S, Breviario D. Tubulin-Based DNA Barcode: Principle and Applications to Complex Food Matrices. Genes (Basel) 2019; 10:genes10030229. [PMID: 30889932 PMCID: PMC6471244 DOI: 10.3390/genes10030229] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Revised: 03/14/2019] [Accepted: 03/14/2019] [Indexed: 12/13/2022] Open
Abstract
The DNA polymorphism diffusely present in the introns of the members of the Eukaryotic beta-tubulin gene families, can be conveniently used to establish a DNA barcoding method, named tubulin-based polymorphism (TBP), that can reliably assign specific genomic fingerprintings to any plant or/and animal species. Similarly, many plant varieties can also be barcoded by TBP. The method is based on a simple cell biology concept that finds a conveniently exploitable molecular basis. It does not depend on DNA sequencing as the most classically established DNA barcode strategies. Successful applications, diversified for the different target sequences or experimental purposes, have been reported in many different plant species and, of late, a new a version applicable to animal species, including fishes, has been developed. Also, the TBP method is currently used for the genetic authentication of plant material and derived food products. Due to the use of a couple of universal primer pairs, specific for plant and animal organisms, respectively, it is effective in metabarcoding a complex matrix allowing an easy and rapid recognition of the different species present in a mixture. A simple, dedicated database made up by the genomic profile of reference materials is also part of the analytical procedure. Here we will provide some example of the TBP application and will discuss its features and uses in comparison with the DNA sequencing-based methods.
Collapse
Key Words
- The DNA polymorphism diffusely present in the introns of the members of the Eukaryotic beta-tubulin gene families, can be conveniently used to establish a DNA barcoding method, named tubulin-based polymorphism (TBP), that can reliably assign specific genomic fingerprintings to any plant or/and animal species. Similarly, many plant varieties can also be barcoded by TBP. The method is based on a simple cell biology concept that finds a conveniently exploitable molecular basis. It does not depend on DNA sequencing as the most classically established DNA barcode strategies. Successful applications, diversified for the different target sequences or experimental purposes, have been reported in many different plant species and, of late, a new a version applicable to animal species, including fishes, has been developed. Also, the TBP method is currently used for the genetic authentication of plant material and derived food products. Due to the use of a couple of universal primer pairs, specific for plant and animal organisms, respectively, it is effective in metabarcoding a complex matrix allowing an easy and rapid recognition of the different species present in a mixture. A simple, dedicated database made up by the genomic profile of reference materials is also part of the analytical procedure. Here we will provide some example of the TBP application and will discuss its features and uses in comparison with the DNA sequencing-based methods.
Collapse
Affiliation(s)
- Laura Morello
- Istituto Biologia e Biotecnologia Agraria, Via Adolfo Corti 12, 20131 Milano, Italy.
| | - Luca Braglia
- Istituto Biologia e Biotecnologia Agraria, Via Adolfo Corti 12, 20131 Milano, Italy.
| | - Floriana Gavazzi
- Istituto Biologia e Biotecnologia Agraria, Via Adolfo Corti 12, 20131 Milano, Italy.
| | - Silvia Gianì
- Istituto Biologia e Biotecnologia Agraria, Via Adolfo Corti 12, 20131 Milano, Italy.
| | - Diego Breviario
- Istituto Biologia e Biotecnologia Agraria, Via Adolfo Corti 12, 20131 Milano, Italy.
| |
Collapse
|
39
|
Omelchenko DO, Speranskaya AS, Ayginin AA, Khafizov K, Krinitsina AA, Fedotova AV, Pozdyshev DV, Shtratnikova VY, Kupriyanova EV, Shipulin GA, Logacheva MD. Improved Protocols of ITS1-Based Metabarcoding and Their Application in the Analysis of Plant-Containing Products. Genes (Basel) 2019; 10:genes10020122. [PMID: 30736447 PMCID: PMC6409534 DOI: 10.3390/genes10020122] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2018] [Revised: 01/28/2019] [Accepted: 02/04/2019] [Indexed: 12/16/2022] Open
Abstract
Plants are widely used for food and beverage preparation, most often in the form of complex mixtures of dried and ground parts, such as teas, spices or herbal medicines. Quality control of such products is important due to the potential health risks from the presence of unlabelled components or absence of claimed ones. A promising approach to analyse such products is DNA metabarcoding due to its high resolution and sensitivity. However, this method’s application in food analysis requires several methodology optimizations in DNA extraction, amplification and library preparation. In this study, we present such optimizations. The most important methodological outcomes are the following: (1) the DNA extraction method greatly influences amplification success; (2) the main problem for the application of metabarcoding is DNA purity, not integrity or quantity; and (3) the “non-amplifiable” samples can be amplified with polymerases resistant to inhibitors. Using this optimized workflow, we analysed a broad set of plant products (teas, spices and herbal remedies) using two NGS platforms. The analysis revealed the problem of both the presence of extraneous components and the absence of labelled ones. Notably, for teas, no correlation was found between the price and either the absence of labelled components or presence of unlabelled ones; for spices, a negative correlation was found between the price and presence of unlabelled components.
Collapse
Affiliation(s)
- Denis O Omelchenko
- Skolkovo Institute of Science and Technology, Nobel St. 3, Moscow 143026, Russia.
- Institute for Information Transmission Problems, Bolshoy Karetny per. 19, build.1, Moscow 127051, Russia.
| | - Anna S Speranskaya
- Skolkovo Institute of Science and Technology, Nobel St. 3, Moscow 143026, Russia.
- Central Research Institute of Epidemiology, Novogireevskaya St. 3а, Moscow 111123, Russia.
- Lomonosov Moscow State University, Leninskie Gory, GSP-1, Moscow 119991, Russia.
| | - Andrey A Ayginin
- Skolkovo Institute of Science and Technology, Nobel St. 3, Moscow 143026, Russia.
- Moscow Institute of Physics and Technology, Institutskiy Ln. 9, Dolgoprudny 141701, Moscow Region, Russia.
| | - Kamil Khafizov
- Skolkovo Institute of Science and Technology, Nobel St. 3, Moscow 143026, Russia.
- Central Research Institute of Epidemiology, Novogireevskaya St. 3а, Moscow 111123, Russia.
- Moscow Institute of Physics and Technology, Institutskiy Ln. 9, Dolgoprudny 141701, Moscow Region, Russia.
- Center for Strategic Planning, Ministry of Health of the Russian Federation, Pogodinskaya St. 10, build.1, Moscow 119121, Russia.
| | - Anastasia A Krinitsina
- Skolkovo Institute of Science and Technology, Nobel St. 3, Moscow 143026, Russia.
- Lomonosov Moscow State University, Leninskie Gory, GSP-1, Moscow 119991, Russia.
| | - Anna V Fedotova
- Skolkovo Institute of Science and Technology, Nobel St. 3, Moscow 143026, Russia.
- Lomonosov Moscow State University, Leninskie Gory, GSP-1, Moscow 119991, Russia.
| | - Denis V Pozdyshev
- Lomonosov Moscow State University, Leninskie Gory, GSP-1, Moscow 119991, Russia.
| | - Viktoria Y Shtratnikova
- Skolkovo Institute of Science and Technology, Nobel St. 3, Moscow 143026, Russia.
- Lomonosov Moscow State University, Leninskie Gory, GSP-1, Moscow 119991, Russia.
| | - Evgenia V Kupriyanova
- Skolkovo Institute of Science and Technology, Nobel St. 3, Moscow 143026, Russia.
- Lomonosov Moscow State University, Leninskie Gory, GSP-1, Moscow 119991, Russia.
| | - German A Shipulin
- Center for Strategic Planning, Ministry of Health of the Russian Federation, Pogodinskaya St. 10, build.1, Moscow 119121, Russia.
| | - Maria D Logacheva
- Skolkovo Institute of Science and Technology, Nobel St. 3, Moscow 143026, Russia.
- Institute for Information Transmission Problems, Bolshoy Karetny per. 19, build.1, Moscow 127051, Russia.
- Lomonosov Moscow State University, Leninskie Gory, GSP-1, Moscow 119991, Russia.
| |
Collapse
|