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Element signature analysis: its validation as a tool for geographic authentication of the origin of dried beef and poultry meat

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Abstract

Element concentrations of 56 poultry meat and 53 dried beef samples were determined and statistically analyzed using analysis of variance and linear discriminant analysis (LDA) to identify the single or combination of elements with the highest potential to determine the geographic origin. In order to validate the applicability of this technique, the results were additionally combined with data from an earlier assessment including 25 poultry meat and 23 dried beef samples. Validation was performed by estimating the origin of the first samples based on the data of the second, larger, dataset. Elements significantly discriminating among countries were As, Na, Rb, Se, Sr, and Tl for poultry meat and As, B, Ba, Ca, Cd, Cu, Dy, Er, Fe, Li, Mn, Pd, Rb, Se, Sr, Te, Tl, U, and V for dried beef out of about 50 elements each. The LDA gave mean correct classification rates of 77 and 79% for poultry meat and dried beef, respectively. Validation allowed identifying some, but not all, origins. For a higher discriminative power, this method should be combined with other ways of authentication.

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References

  1. Anke M, Angelow L (1995) Fresenius J Anal Chem 352:236–239

    Article  CAS  Google Scholar 

  2. Hintze KJ, Lardy GP, Marchello MJ, Finley JW (2001) J Agric Food Chem 49:1062–1067

    Article  CAS  Google Scholar 

  3. Gremaud G, Karlen S, Hulliger K (2002) Mitt Lebensm Hyg 93:481–501

    CAS  Google Scholar 

  4. Bruce SL, Noller BN, Grigg AH, Mullen BF, Mulligan DR, Ritchie PJ, Currey N, Ng JC (2003) Toxicol Lett 137:23–34

    Article  CAS  Google Scholar 

  5. Franke BM, Gremaud G, Hadorn R, Kreuzer M (2005) Eur Food Res Technol 221:493–503

    Article  CAS  Google Scholar 

  6. Franke BM, Haldimann M, Reimann J, Baumer B, Gremaud G, Bosset JO, Hadorn R, Kreuzer M (2007) Eur Food Res Technol 225:501–509

    Article  CAS  Google Scholar 

  7. Anonymous (2001) Arsenic in drinking water, http://www.who.int/mediacentre/factsheets/fs210/en/index.html. Accessed on 13 July 2007

  8. Anonymous (2005) Environmental Health Criteria 18: Arsenic, http://www.inchem.org/documents/ehc/ehc/ehc018.htm#SubSectionNumber:1.1.2. Accessed on 13 July 2007

  9. WHO (2005) Arsenic Contamination in Ground Water Affecting Some Countries in the South-East Asia Region, http://www.searo.who.int/meeting/rc/rc54/54_8.htm. Accessed on 18 April 2007

  10. Kim KW, Thornton I (1993) Environ Geochem Health 15:119–133

    Article  CAS  Google Scholar 

  11. Baldini M, Stacchini P, Cubadda F, Miniero R, Parodi P, Facelli P (2000) Food Addit Contam 17:679–687

    Article  CAS  Google Scholar 

  12. Jevsnik M, Doganoc DZ (2003) J Food Prot 66:686–690

    CAS  Google Scholar 

  13. Haldimann M, Dufossé K, Mompart A, Zimmerli B (1999) Mitt Lebensm Hyg 90:241–281

    CAS  Google Scholar 

  14. Ruz M, Codoceo J, Hurtado S, Munoz L, Gras N (1995) J Trace Elem Med Biol 9:156–159

    CAS  Google Scholar 

  15. Leiber F (2005) Causes and extent of variation in yield, nutritional quality and cheese-making properties of milk by high altitude grazing of dairy cows. Doctoral Thesis, No. 15735, ETH Zurich, Zurich, Switzerland

  16. Tremel A, Masson P, Sterckeman T, Baize D, Mench M (1997) Environ Pollut 95:293–302

    Article  CAS  Google Scholar 

  17. Xiao T, Guha J, Boyle D (2004) Geochem 4:243–252

    CAS  Google Scholar 

  18. Eschnauer H, Gemmer-Colos V, Neeb R (1984) Z Lebensm Unters Forsch 178:453–460

    Article  CAS  Google Scholar 

  19. Bruce SL, Noller BN, Grigg AH, Mullen BF, Mulligan DR, Ritchie PJ, Currey N, Ng JC (2003) Toxicol Lett 137:23–34

    Article  CAS  Google Scholar 

  20. Horvat M, Nolde N, Fajon V, Jereb V, Logar M, Lojen S, Jacimovic R, Falnogy I, Liya Q, Faganeli J, Drobne D (2003) Sci Total Environ 304:231–256

    Article  CAS  Google Scholar 

  21. Chessa G, Calaresu G, Ledda G, Testa MC, Orrù A (2000) Lead, zinc and cadmium in biological tissues of sheep bred in a polluted area. In: Markert B, Friese K (eds) Trace elements—their distribution and effects in the environment. Elsevier, Amsterdam, pp 497–483

    Google Scholar 

  22. National Research Council (1994) Nutrient requirement of poultry. National Academy Press, Washington DC

    Google Scholar 

  23. Ausschuss für Bedarfsforschung der Gesellschaft für Ernährungsphysiologie (1999) Empfehlungen zur Energie- und Nährstoffversorgung von Legehennen und Masthühnern (Broiler). DLG, Frankfurt/Main

  24. National Research Council (2000) Nutrient requirement of beef cattle. National Academy Press, Washington DC

    Google Scholar 

  25. Anonymous (2005) Mineralfutter für Rinder, http://www.gundel-gailroth.de/futtermittel/mineralfutter-rinder.htm. Accessed on 13 July 2007

  26. Eurola M, Ekholm P, and Venäläinen E-J (2005) Selenium supplemented fertilization—effects on the selenium content of foods and the selenium intake in Finland, http://www.lbhi.is/landbunadur/wglbhi.nsf/Attachment/LBHI-rit-3/$file/LBHI-rit-3.pdf. Accessed on 13 July 2007

  27. Hintze KJ, Lardy GP, Marchello MJ, Finley JW (2002) J Agric Food Chem 50:3938–3942

    Article  CAS  Google Scholar 

  28. Sager M (2005) Ernährung/Nutrition 29:199–206

    CAS  Google Scholar 

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Acknowledgment

We are grateful to Bell AG, Bischofberger AG, Fredag, Micarna SA and Ernst Kneuss Geflügel AG who provided the poultry samples as well as to Albert Spiess AG, Cher-Mignon SA, Fleischtrocknerei Churwalden AG, Gabriel Fleury SA, Natura Bündner Fleischtrocknerei, and Surselva Fleischwaren AG, which provided the European and Australian dried beef samples. We also like to thank the Swiss embassies of USA and Canada who assisted in organizing the American and Canadian dried beef samples, the Swiss Federal Office of Public Health for its financial support and Werner Luginbühl from Chemstat, Berne, for the advice in statistical analysis and for partly reviewing the manuscript.

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Correspondence to Michael Kreuzer.

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Franke, B.M., Haldimann, M., Gremaud, G. et al. Element signature analysis: its validation as a tool for geographic authentication of the origin of dried beef and poultry meat. Eur Food Res Technol 227, 701–708 (2008). https://doi.org/10.1007/s00217-007-0776-8

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  • DOI: https://doi.org/10.1007/s00217-007-0776-8

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