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Articles

NIR-based Sudan I to IV and Para-Red food adulterants screening

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Pages 1163-1172 | Received 01 Mar 2019, Accepted 07 May 2019, Published online: 10 Jun 2019

References

  • [ASTA] American Spice Trade Association. 2005. Sudan red and related dyes-white paper. http://www.astaspice.org/files/public/SudanWhitePaper.pdf.
  • Coomans D, Désiré LM. 1982. Alternative k-nearest neighbour rules in supervised pattern recognition: part 1. k-Nearest neighbour classification by using alternative voting rules. Anal Chim Acta. 136:15–27.
  • Cozzolino D. 2015. The role of vibrational spectroscopy as a tool to assess economically motivated fraud and counterfeit issues in agricultural products and foods. Anal Method. 7:9390–9400.
  • Cozzolino D. 2016. Near infrared spectroscopy and food authenticity. In: Espiñeira M, Santaclara FC, editors. Advances in food traceability techniques and technologies: improving quality throughout the food chain. Cambridge (UK): Woodhead Publishing; p. 119–136.
  • Di Anibal CV, Marsal LF, Callao MP, Ruisánchez I. 2012. Surface Enhanced Raman Spectroscopy (SERS) and multivariate analysis as a screening tool for detecting Sudan I dye in culinary spices. Spectrochim Acta A. 87:135–141.
  • Di Anibal CV, Rodríguez MS, Albertengo L. 2015. Synchronous fluorescence and multivariate classification analysis as a screening tool for determining Sudan I dye in culinary spices. Food Control. 56:18–23.
  • Di Anibal CV, Rodríguez S, Albertengo L, Rodríguez MS. 2015. Uv-visible spectroscopy and multivariate classification as a screening tool for determining the adulteration of sauces. Food Anal Methods. 9:3117–3124.
  • Di Anibal CV, Ruisánchez I, Callao MP. 2011. High-resolution 1H nuclear magnetic resonance spectrometry combined with chemometric treatment to identify adulteration of culinary spices with Sudan dyes. Food Chem. 124:1139–1145.
  • Ellis DI, Brewster VL, Dunn WB, Allwood JW, Golovanov AP, Goodacre R. 2012. Fingerprinting food: current technologies for the detection of food adulteration and contamination. Chem Soc Rev. 41:5706–5727.
  • Ellis DI, Muhamadali H, Haughey SA, Elliott CT, Goodacre R. 2015. Point-and-shoot: rapid quantitative detection methods for on-site food fraud analysis–moving out of the laboratory and into the food supply chain. Anal Methods. 7:9401–9414.
  • European Commission. 2003. Commission Decision 2003/460/EC of 20 June 2003 on emergency measures regarding hot chilli and hot chilli products. Off J Eur Commun. L154:114.
  • Fang A, Long Q, Wu Q, Li H, Zhang Y, Yao S. 2016. Upconversion nanosensor for sensitive fluorescence detection of Sudan I–IV based on inner filter effect. Talanta. 148:129–134.
  • Federal Institute for Risk Assessment. 2003. Dyes Sudan I to IV in food; accessed 2019 Feb 25. http://www.bfr.bund.de/cm/349/dyes_sudan_I_IV.pdf.
  • Fernandez-Delgado M, Cernadas E, Barro S, Amorim D. 2014. Do we need hundreds of classifiers to solve real world classification problems? J Mach Learn Res. 15:3133–3181.
  • Fonovich T. 2013. Sudan dyes: are they dangerous for human health? Drug Chem Toxicol. 36:343–352.
  • Fu X, Ying Y. 2016. Food safety evaluation based on near infrared spectroscopy and imaging: a review. Crit Rev Food Sci Nutr. 56:1913–1924.
  • Galvin-King P, Haughey SA, Elliott CT. 2018. Herb and spice fraud; the drivers, challenges and detection. Food Control. 88:85–97.
  • Genualdi S, MacMahon S, Robbins K, Farris S, Shyong N, DeJager L. 2016. Method development and survey of Sudan I–IV in palm oil and chilli spices in the Washington, DC, area. Food Addit Contam Part A. 33:583–591.
  • Geurts P, Ernst D, Wehenkel L. 2006. Extremely randomized trees. Mach Learn. 63:3–42.
  • Gray KM, Walker MJ, Burn MJS, Mazur M, Niedzwiedzka K, Liszka K, Thorburn Burns D. 2016. Illegal dyes in food and spices - A 2006 LGC LC-UV/visible method reviewed and updated for 19 dyes. J Assoc Public Anal. 44:018–039.
  • Grocery Manufacturers Association. 2010. Consumer product fraud: deterrence and detection; accessed 2019 Feb 25. http://www.gmaonline.org/downloads/wygwam/consumerproductfraud.pdf.
  • Haughey SA, Galvin-King P, Ho YC, Bell SEJ, Elliott CT. 2015. The feasibility of using near infrared and Raman spectroscopic techniques to detect fraudulent adulteration of chili powders with Sudan dye. Food Control. 48:75–83.
  • Kotsiantis SB. 2007. Supervised machine learning: a review of classification techniques. Informatica. 31:249–268.
  • Kumaravelu C, Gopal A. 2015. Detection and quantification of adulteration in honey through near infrared spectroscopy. Int J Food Prop. 18:1930–1935.
  • Liu D, Zeng X, Sun DW. 2013. NIR spectroscopy and imaging techniques for evaluation of fish quality-A review. App Spectrosc Rev. 48:609–628.
  • Lohumi S, Joshi R, Kandpal LM, Lee H, Kim MS, Cho H, Mo C, Seo YW, Rahman A, Cho BK. 2017. Quantitative analysis of Sudan dye adulteration in paprika powder using FTIR Spectroscopy. Food Addit Contam A. 34:678–686.
  • Lopez MI, Trullols E, Callao MP, Ruizanchez I. 2014. Multivariate screening in food adulteration: untargeted versus targeted modelling. Food Chem. 147:177–181.
  • Marini F. 2013. Chemometrics in food chemistry. Kidlington (UK): Elsevier.
  • Márquez C, Ruisánchez I, Callao MP. 2019. Qualitative and quantitative multivariate strategies for determining paprika adulteration with SUDAN I and II dyes. Microchem J. 145:686–692.
  • Martínez AM, Kak AC. 2001. PCA versus LDA. IEEE Trans Pattern Anal Mach Intell. 23:228–233.
  • Mazur L, Peralta-Zamora PG, Demczuk B, Hoffmann Ribani R. 2014. Application of multivariate calibration and NIR spectroscopy for the quantification of methylxanthines in yerba mate (Ilex paraguariensis). J Food Compos Anal. 35:55–60.
  • Mishra KK, Dixit S, Purshottam SK, Pandey RC, Das M, Khanna SK. 2007. Exposure assessment to sudan dyes through consumption of artificially coloured chilli powders in india. Int J Foof Sci Technol. 42:1363–1366.
  • Moore JC, Spink J, Lipp M. 2012. Development and application of a database of food ingredient fraud and economically motivated adulteration from 1980 to 2010. J Food Sci. 77:118–126.
  • Oliveri P, Downey G. 2012. Multivariate class modeling for the verification of food-authenticity claims. Trends Anal Chem. 35:74–86.
  • Oplatowska-Stachowiaka M, Elliott CT. 2017. Food colours: existing and emerging food safety concerns. Crit Rev Food Sci Nutr. 57:524–548.
  • Otto M. 2017. Chemometrics: statistics and computer application in analytical chemistry. 4th ed. Weinheim (Baden-Württemberg): Wiley-VCH.
  • Ou Y, Pei L, Lai K, Huang Y, Rasco BA, Wang X, Fan Y. 2017. Rapid analysis of multiple Sudan dyes in chili flakes using surface-enhanced Raman spectroscopy coupled with Au–ag core-shell nanospheres. Food Anal Methods. 10:565–574.
  • Pan W, Zhao J, Chen Q. 2015. Classification of foodborne pathogens using near infrared (NIR) laser scatter imaging system with multivariate calibration. Sci Rep. 5:9524–9531.
  • Petrakis EA, Cagliani LR, Tarantilis PA, Polissiou MG, Consonni R. 2017. Sudan dyes in adulterated saffron (Crocus sativus L.): identification and quantification by 1H NMR. Food Chem. 217:418–424.
  • Rebane R, Leito I, Yurchenko S, Herodes K. 2010. A review of analytical techniques for determination of Sudan I–IV dyes in food matrixes. J Chromatogr A. 1217:2747–2757.
  • Reinholds I, Bartkevics V, Silvis I, van Ruth S, Esslinger S. 2015. Analytical techniques combined with chemometrics for authentication and determination of contaminants in condiments: A review. J Food Compos Anal. 44:56–72.
  • Singh S, Shah H, Shah R, Shah K. 2017. Identification and estimation of non- permitted food colours (Sudan and Rhodamine-B Dye) in chilli and curry powder by rapid colour test, thin layer chromatography and spectrophotometry. Int J Curr Microbiol App Sci. 6:1970–1981.
  • Stiborova M, Martinek V, Rydlova H, Hodek P, Frei E. 2002. Sudan I is a potential carcinogen for humans: evidence for its metabolic activation and detoxication by human recombinant cytochrome P450 1A1 and liver microsomes. Cancer Res. 62:5678–5684.
  • Tarantelli T. 2017. Adulteration with Sudan dye has triggered several spice recalls. Food Safety Tech. [accessed June 30]. https://foodsafetytech.com/feature_article/adulteration-sudan-dye-triggered-several-spice-recalls/.
  • Tripathi M, Khanna S, Das M. 2007. Surveillance on use of synthetic colours in eatables vis a vis prevention of food adulteration act of India. Food Control. 18:211–219.
  • Vapnik V. 2000. The nature of statistical learning theory. 2nd ed. Basel (Switzerland): Springer.
  • Yuan J, Liao L, Lin Y, Deng C, He B. 2008. Determination of Sudan I in chilli powder from solvent components gradual change–visible spectra data using second order calibration algorithms. Anal Chim Acta. 607:160–167.

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