How Fishy Is Your Fish? Authentication, Provenance and Traceability in Fish and Seafood by Means of Vibrational Spectroscopy

Food authenticity, traceability and provenance are emerging issues of major concern for consumers, industries and regulatory bodies worldwide. In addition, both food safety and security are an intrinsic component of food quality where the above issues are key in modern traceability and management systems. It has been reported that substitution of a high-quality species by less expensive ones might be a frequent practice in seafood products such as fish and shellfish. In this type of products, the source (e.g., origin) and identification of the species are complex. Although different countries have implemented strict regulations and labelling protocols, these issues still are of concern. This article briefly reviews some of the most recent applications of vibrational spectroscopy (near and mid infrared, Raman) combined with chemometrics to target some of these issues in the seafood and fish industries.

[1]  Paul Geladi,et al.  Principal Component Analysis , 1987, Comprehensive Chemometrics.

[2]  E. Hallerman,et al.  Transgenic fish and public policy: regulatory concerns. , 1990 .

[3]  B. Kowalski,et al.  Review of Chemometrics Applied to Spectroscopy: 1985-95, Part I , 1996 .

[4]  E. K. Kemsley,et al.  THE USE AND MISUSE OF CHEMOMETRICS FOR TREATING CLASSIFICATION PROBLEMS , 1997 .

[5]  N. Hooker Food safety regulation and trade in food products , 1999 .

[6]  David Marshall,et al.  Food Availability and The European Consumer , 2001 .

[7]  H. Bremner,et al.  Exploration of the Use of NIR Reflectance Spectroscopy to Distinguish and Measure Attributes of Conditioned and Cooked Shrimp (Pandalus borealis) , 2001 .

[8]  G. Allan,et al.  Fish as food: aquaculture's contribution , 2001, EMBO reports.

[9]  Karsten Heia,et al.  Visible/Near‐Infrared Spectroscopy: A New Tool for the Evaluation of Fish Freshness? , 2002 .

[10]  Upali A. Jayasooriya,et al.  Introduction to Raman Spectroscopy , 2002 .

[11]  F. Käferstein Foodborne diseases in developing countries: aetiology, epidemiology and strategies for prevention , 2003, International journal of environmental health research.

[12]  Louise Manning,et al.  Effective management of food safety and quality , 2004 .

[13]  J. Muir,et al.  Managing to harvest? Perspectives on the potential of aquaculture , 2005, Philosophical Transactions of the Royal Society B: Biological Sciences.

[14]  Scott A Hale,et al.  Quantitative analysis and detection of adulteration in crab meat using visible and near-infrared spectroscopy. , 2006, Journal of agricultural and food chemistry.

[15]  S. A. Hale,et al.  Detection and quantification of species authenticity and adulteration in crabmeat using visible and near-infrared spectroscopy. , 2007, Journal of agricultural and food chemistry.

[16]  D. Pauly,et al.  Trade secrets: Renaming and mislabeling of seafood , 2008 .

[17]  M. Jevšnik,et al.  Good Nutritional Practice from Producer to Consumer , 2008, Critical reviews in food science and nutrition.

[18]  J. Trienekens,et al.  Quality and safety standards in the food industry, developments and challenges , 2008 .

[19]  M. Metian,et al.  Global overview on the use of fish meal and fish oil in industrially compounded aquafeeds: Trends and future prospects , 2008 .

[20]  S. Taylor,et al.  Criteria for identifying allergenic foods of public health importance. , 2008, Regulatory toxicology and pharmacology : RTP.

[21]  Paul Brereton,et al.  Food authenticity assessment: Ensuring compliance with food legislation and traceability requirements , 2009 .

[22]  Karsten Heia,et al.  VIS/NIR Spectroscopy , 2009 .

[23]  R. Hanner,et al.  The campaign to DNA barcode all fishes, FISH-BOL. , 2009, Journal of fish biology.

[24]  F. Teletchea Molecular identification methods of fish species: reassessment and possible applications , 2009, Reviews in Fish Biology and Fisheries.

[25]  G F Houben,et al.  Concentrations of undeclared allergens in food products can reach levels that are relevant for public health , 2010, Food additives & contaminants. Part A, Chemistry, analysis, control, exposure & risk assessment.

[26]  Gabriel Favalli Branco,et al.  Functional Foods and Nondairy Probiotic Food Development: Trends, Concepts, and Products. , 2010, Comprehensive reviews in food science and food safety.

[27]  G. Downey,et al.  Mid-infrared spectroscopy coupled with chemometrics: a tool for the analysis of intact food systems and the exploration of their molecular structure-quality relationships - a review. , 2010, Chemical reviews.

[28]  Martin D. Smith,et al.  Sustainability and Global Seafood , 2010, Science.

[29]  Rosalee S. Hellberg,et al.  Advances in DNA-Based Techniques for the Detection of Seafood Species Substitution on the Commercial Market , 2011, Journal of laboratory automation.

[30]  Y. Onozaka,et al.  When Diseases Hit Aquaculture: An Experimental Study of Spillover Effects from Negative Publicity , 2011, Marine Resource Economics.

[31]  Da-Wen Sun,et al.  A Review of near Infrared Spectroscopy in Muscle Food Analysis: 2005–2010 , 2011 .

[32]  Pierantonio Facco,et al.  Use of near-infrared spectroscopy for fast fraud detection in seafood: application to the authentication of wild European sea bass (Dicentrarchus labrax). , 2012, Journal of agricultural and food chemistry.

[33]  Daniel Cozzolino,et al.  A Review on the Application of Infrared Technologies to Determine and Monitor Composition and Other Quality Characteristics in Raw Fish, Fish Products, and Seafood , 2012 .

[34]  Fei Liu,et al.  Application of Visible and Near Infrared Hyperspectral Imaging to Differentiate Between Fresh and Frozen–Thawed Fish Fillets , 2013, Food and Bioprocess Technology.

[35]  K. Everstine,et al.  Economically motivated adulteration (EMA) of food: common characteristics of EMA incidents. , 2013, Journal of food protection.

[36]  José Manuel Amigo,et al.  Hyperspectral Imaging and Chemometrics: A Perfect Combination for the Analysis of Food Structure, Composition and Quality , 2013 .

[37]  H. Siesler,et al.  Near Infrared Spectroscopic Authentication of Seafood , 2013 .

[38]  Xin-An Zeng,et al.  NIR Spectroscopy and Imaging Techniques for Evaluation of Fish Quality—A Review , 2013 .

[39]  Yong He,et al.  Potential of hyperspectral imaging and multivariate analysis for rapid and non-invasive detection of gelatin adulteration in prawn , 2013 .

[40]  D. Cawthorn,et al.  A high incidence of species substitution and mislabelling detected in meat products sold in South Africa , 2013 .

[41]  Da-Wen Sun,et al.  Applications of non-destructive spectroscopic techniques for fish quality and safety evaluation and inspection , 2013 .

[42]  Carsten Fauhl-Hassek,et al.  Potential and limitations of non-targeted fingerprinting for authentication of food in official control , 2014 .

[43]  Age K. Smilde,et al.  Principal Component Analysis , 2003, Encyclopedia of Machine Learning.

[44]  S. Mariani,et al.  Current methods for seafood authenticity testing in Europe : is there a need for harmonisation? , 2014 .

[45]  Fabrizio Dabbene,et al.  Traceability issues in food supply chain management: A review , 2014 .

[46]  Y. Chang,et al.  Traceability in a food supply chain: Safety and quality perspectives , 2014 .

[47]  Xingyi Huang,et al.  Rapid and nondestructive evaluation of fish freshness by near infrared reflectance spectroscopy combined with chemometrics analysis , 2014 .

[48]  G. Osorio-Revilla,et al.  Application of MIR-FTIR spectroscopy and chemometrics to the rapid prediction of fish fillet quality , 2014 .

[49]  Jinkai Zheng,et al.  Surface-Enhanced Raman Spectroscopy for the Chemical Analysis of Food. , 2014, Comprehensive reviews in food science and food safety.

[50]  Ismail Hakki Boyaci,et al.  Differentiation of fresh and frozen-thawed fish samples using Raman spectroscopy coupled with chemometric analysis. , 2015, Food chemistry.

[51]  Jun-Hu Cheng,et al.  Discrimination of shelled shrimp (Metapenaeus ensis) among fresh, frozen-thawed and cold-stored by hyperspectral imaging technique , 2015 .

[52]  R. Rosa,et al.  Seafood traceability: current needs, available tools, and biotechnological challenges for origin certification. , 2015, Trends in biotechnology.

[53]  Di Wu,et al.  Nondestructive Spectroscopic and Imaging Techniques for Quality Evaluation and Assessment of Fish and Fish Products , 2015, Critical reviews in food science and nutrition.

[54]  Lutgarde M. C. Buydens,et al.  Chemometrics and qualitative analysis have a vibrant relationship , 2015 .

[55]  Royston Goodacre,et al.  Point-and-shoot: rapid quantitative detection methods for on-site food fraud analysis – moving out of the laboratory and into the food supply chain , 2015 .

[56]  Ernestina Casiraghi,et al.  Application of FT-NIR and FT-IR spectroscopy to fish fillet authentication , 2015 .

[57]  J. Popp,et al.  The Potential of Raman Spectroscopy for the Classification of Fish Fillets , 2016, Food Analytical Methods.

[58]  Zhenjie Xiong,et al.  Potential of visible/near-infrared hyperspectral imaging for rapid detection of freshness in unfrozen and frozen prawns , 2015 .

[59]  D. Cozzolino Foodomics and infrared spectroscopy: from compounds to functionality , 2015 .

[60]  Mohammad Kamal,et al.  Analytical methods coupled with chemometric tools for determining the authenticity and detecting the adulteration of dairy products: A review , 2015 .

[61]  Christophe Béné,et al.  Feeding 9 billion by 2050 – Putting fish back on the menu , 2015, Food Security.

[62]  A. Armani,et al.  New provisions for the labelling of fishery and aquaculture products: Difficulties in the implementation of Regulation (EU) n. 1379/2013 , 2016 .

[63]  The supply of climate leaders must grow , 2016 .

[64]  Johann Hofherr,et al.  Regulatory Frameworks for Seafood Authenticity and Traceability , 2016 .

[65]  I. Ortea,et al.  Review on proteomics for food authentication. , 2016, Journal of proteomics.

[66]  I. Ortea,et al.  Food Authentication of Seafood Species , 2017 .

[67]  Nan Zhong,et al.  Identification of Adulterated and Non-adulterated Norwegian Salmon Using FTIR and an Improved PLS-DA Method , 2018, Food Analytical Methods.

[68]  K. Heia,et al.  Non-invasive assessment of packaged cod freeze-thaw history by hyperspectral imaging , 2017 .

[69]  C. Saraiva,et al.  A chemometrics approach applied to Fourier transform infrared spectroscopy (FTIR) for monitoring the spoilage of fresh salmon (Salmo salar) stored under modified atmospheres. , 2017, International journal of food microbiology.

[70]  R. Goodacre,et al.  Through-container, extremely low concentration detection of multiple chemical markers of counterfeit alcohol using a handheld SORS device , 2017, Scientific Reports.

[71]  Thea King,et al.  Food safety for food security: Relationship between global megatrends and developments in food safety , 2017 .

[72]  Juan You,et al.  Classification of freshwater fish species by linear discriminant analysis based on near infrared reflectance spectroscopy , 2017 .

[73]  J. Simal-Gandara,et al.  Future challenges on the use of blockchain for food traceability analysis , 2018, TrAC Trends in Analytical Chemistry.

[74]  Yaxi Hu,et al.  Study of fish products in Metro Vancouver using DNA barcoding methods reveals fraudulent labeling , 2018, Food Control.

[75]  Alan Reilly Circular No . 1165 FIAM / C 1165 ( En ) OVERVIEW OF FOOD FRAUD IN THE FISHERIES SECTOR , 2018 .

[76]  Ernestina Casiraghi,et al.  Handheld NIR device: A non-targeted approach to assess authenticity of fish fillets and patties. , 2018, Food chemistry.

[77]  Christopher T. Elliott,et al.  What are the scientific challenges in moving from targeted to non-targeted methods for food fraud testing and how can they be addressed? – Spectroscopy case study , 2018, Trends in Food Science & Technology.

[78]  Daniel Cozzolino,et al.  Interpreting and Reporting Principal Component Analysis in Food Science Analysis and Beyond , 2019, Food Analytical Methods.

[79]  Shan-bai Xiong,et al.  Evaluation of freshness in freshwater fish based on near infrared reflectance spectroscopy and chemometrics , 2019, LWT.

[80]  R. Brereton Chemometrics , 2018, Chemometrics and Cheminformatics in Aquatic Toxicology.