Assessing fish authenticity by direct analysis in real time-high resolution mass spectrometry and multivariate analysis: discrimination between wild-type and farmed salmon.

The constant increase in seafood consumption worldwide has led to a parallel growth of the incidence of products obtained by aquaculture on the market, but also of the fraudulent commercialization of farmed products as wild-type ones. A careful characterization of the lipid component of seafood products based on chromatography-mass spectrometry techniques has been reported as a promising approach to reliably differentiate farmed from wild-type products. In this context, a fast method based on Direct Analysis in Real Time (DART) coupled to High Resolution Mass Spectrometry (HRMS) based on a single stage Orbitrap mass analyzer, integrated by Principal Component Analysis (PCA), was developed in the present study and applied to scout for spectral features useful to discriminate wild-type from farmed salmon of Salmo salar species. In particular, normalized intensities obtained for the 30 most intense signals (all referred to fatty acids, FA) detected in negative ion DART-HRMS spectra of the lipid extracts of salmon fillets [26 wild-type from Canada, 74 farmed from Canada (25), Norway (25) and Chile (24)] were considered as the variables for PCA. The scatterplot referred to the first two principal components showed a clear distinction between wild-type and farmed salmon, which gathered as a unique cluster, despite the remarkable differences in their geographical origin. In accordance with previous studies based on more complex and time-demanding analytical approaches, three saturated (14:0, 16:0 and 18:0) FA, along with unsaturated ones having 20 or 22 carbon atoms, were found as the main discriminating variables for wild-type salmons, whereas FA with compositions 18:1, 18:2, 18:3 and several oxidized forms arising from them were found to have a significantly higher incidence in farmed salmon. The method was further validated by Discriminant Analysis (DA) performed on the same dataset used for PCA integrated by data obtained from 6 commercial samples, putatively referred to farmed Norwegian salmon. Results showed that 100% of the latter were correctly classified as farmed type. Relative abundances of DART-HRMS signals related to specific FA appear then very promising for the differentiation of wild-type salmon from farmed ones, a very relevant issue in the context of consumers' protection from seafood frauds.

[1]  Sylvain Charlebois,et al.  Comparison of Global Food Traceability Regulations and Requirements , 2014 .

[2]  H. H. Refsgaard,et al.  Free polyunsaturated fatty acids cause taste deterioration of salmon during frozen storage. , 2000, Journal of agricultural and food chemistry.

[3]  Shah Ebrahim,et al.  European Guidelines on Cardiovascular Disease Prevention in Clinical Practice (Version 2012) , 2012, International Journal of Behavioral Medicine.

[4]  P. Jones,et al.  Lipids: Cellular Metabolism , 2012 .

[5]  C. Guillou,et al.  Determination of origin of Atlantic salmon (Salmo salar): the use of multiprobe and multielement isotopic analyses in combination with fatty acid composition to assess wild or farmed origin. , 2008, Journal of agricultural and food chemistry.

[6]  J. G. Bell,et al.  Altered fatty acid compositions in atlantic salmon (Salmo salar) fed diets containing linseed and rapeseed oils can be partially restored by a subsequent fish oil finishing diet. , 2003, The Journal of nutrition.

[7]  T. Tan,et al.  Applications of DART-MS for food quality and safety assurance in food supply chain. , 2017, Mass spectrometry reviews.

[8]  K. Radack,et al.  Omega-3 Fatty Acids , 2021, Encyclopedia of Evolutionary Psychological Science.

[9]  S. Gingras,et al.  Fatty acid composition of wild and farmed Atlantic salmon (Salmo salar) and rainbow trout (Oncorhynchus mykiss) , 2005, Lipids.

[10]  Alain Maquet,et al.  Review on metabolomics for food authentication , 2014 .

[11]  D. Carpenter,et al.  Lipid composition and contaminants in farmed and wild salmon. , 2005, Environmental science & technology.

[12]  M. de Lorgeril,et al.  Farmed and wild fish in the prevention of cardiovascular diseases: assessing possible differences in lipid nutritional values. , 2004, Nutrition, metabolism, and cardiovascular diseases : NMCD.

[13]  K. Héberger,et al.  Supervised pattern recognition in food analysis. , 2007, Journal of chromatography. A.

[14]  G. Cattoli,et al.  Pyrosequencing as a tool for rapid fish species identification and commercial fraud detection. , 2014, Journal of agricultural and food chemistry.

[15]  Marco Arlorio,et al.  Overview on Untargeted Methods to Combat Food Frauds: A Focus on Fishery Products , 2018 .

[16]  T. Cajka,et al.  Evaluation of direct analysis in real time ionization-mass spectrometry (DART-MS) in fish metabolomics aimed to assess the response to dietary supplementation. , 2013, Talanta.

[17]  D. Tocher,et al.  Impact of sustainable feeds on omega-3 long-chain fatty acid levels in farmed Atlantic salmon, 2006–2015 , 2016, Scientific Reports.

[18]  Ilario Losito,et al.  Direct analysis in real time coupled to high resolution mass spectrometry as a rapid tool to assess salmon (Salmo salar) freshness. , 2018, Journal of mass spectrometry : JMS.

[19]  E. Cline Marketplace substitution of Atlantic salmon for Pacific salmon in Washington State detected by DNA barcoding , 2012 .

[20]  A. E. El Sheikha,et al.  How to Determine the Geographical Origin of Seafood? , 2016, Critical reviews in food science and nutrition.

[21]  K. Kappel,et al.  Substitution of high-priced fish with low-priced species: Adulteration of common sole in German restaurants , 2016 .

[22]  J. Gross,et al.  Direct analysis in real time—a critical review on DART-MS , 2014, Analytical and Bioanalytical Chemistry.

[23]  P. Calder,et al.  Metabolism and functional effects of plant-derived omega-3 fatty acids in humans. , 2016, Progress in lipid research.

[24]  P. Pipek,et al.  Authentication of animal fats using direct analysis in real time (DART) ionization-mass spectrometry and chemometric tools. , 2011, Journal of agricultural and food chemistry.

[25]  J. G. Bell,et al.  Replacement of fish oil with a DHA-rich algal meal derived from Schizochytrium sp. on the fatty acid and persistent organic pollutant levels in diets and flesh of Atlantic salmon (Salmo salar, L.) post-smolts. , 2015, Food chemistry.

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

[27]  Jana Hajslova,et al.  Ambient mass spectrometry employing direct analysis in real time (DART) ion source for olive oil quality and authenticity assessment. , 2009, Analytica chimica acta.

[28]  L. Madsen,et al.  Lower levels of Persistent Organic Pollutants, metals and the marine omega 3‐fatty acid DHA in farmed compared to wild Atlantic salmon (Salmo salar) , 2017, Environmental research.

[29]  G. Parisi,et al.  From farm to fork: lipid oxidation in fish products. A review , 2016 .

[30]  I. Arvanitoyannis Authenticity of Foods of Animal Origin , 2015 .

[31]  W. J. Dyer,et al.  A rapid method of total lipid extraction and purification. , 1959, Canadian journal of biochemistry and physiology.

[32]  Da-Wen Sun,et al.  Recent Advances in Methods and Techniques for Freshness Quality Determination and Evaluation of Fish and Fish Fillets: A Review , 2015, Critical reviews in food science and nutrition.

[33]  M. Collins,et al.  Food Authenticity and Food Fraud Research: Achievements and Emerging Issues , 2012 .

[34]  R. Siciliano,et al.  Proteomics for the authentication of fish species. , 2016, Journal of proteomics.

[35]  Jana Hajslova,et al.  Authentication of milk and milk-based foods by direct analysis in real time ionization–high resolution mass spectrometry (DART–HRMS) technique: A critical assessment , 2014 .